{"meta": {"headToHead": [{"a": "hermes-agent", "b": "openclaw", "posts": 331, "ties": 138, "aAhead": 160, "bAhead": 33, "aShare": 82.9, "aShareCi95": [77.0, 87.6], "where": {"hermes-agent": {"aAhead": 8, "bAhead": 0}, "openclaw": {"aAhead": 3, "bAhead": 0}, "elsewhere": {"aAhead": 149, "bAhead": 33}}}, {"a": "grok-bot", "b": "openclaw", "posts": 155, "ties": 31, "aAhead": 94, "bAhead": 30, "aShare": 75.8, "aShareCi95": [67.6, 82.5], "where": {"grok-bot": {"aAhead": 10, "bAhead": 3}, "openclaw": {"aAhead": 1, "bAhead": 0}, "elsewhere": {"aAhead": 83, "bAhead": 27}}}, {"a": "muse", "b": "grok-bot", "posts": 183, "ties": 69, "aAhead": 74, "bAhead": 40, "aShare": 64.9, "aShareCi95": [55.8, 73.1], "where": {"muse": {"aAhead": 0, "bAhead": 0}, "grok-bot": {"aAhead": 18, "bAhead": 7}, "elsewhere": {"aAhead": 56, "bAhead": 33}}}, {"a": "hermes-agent", "b": "grok-bot", "posts": 106, "ties": 37, "aAhead": 35, "bAhead": 34, "aShare": 50.7, "aShareCi95": [39.2, 62.2], "where": {"hermes-agent": {"aAhead": 2, "bAhead": 5}, "grok-bot": {"aAhead": 5, "bAhead": 4}, "elsewhere": {"aAhead": 28, "bAhead": 25}}}, {"a": "grok-bot", "b": "dots", "posts": 98, "ties": 34, "aAhead": 43, "bAhead": 21, "aShare": 67.2, "aShareCi95": [55.0, 77.4], "where": {"grok-bot": {"aAhead": 3, "bAhead": 4}, "dots": {"aAhead": 0, "bAhead": 0}, "elsewhere": {"aAhead": 40, "bAhead": 17}}}, {"a": "muse", "b": "openclaw", "posts": 78, "ties": 24, "aAhead": 47, "bAhead": 7, "aShare": 87.0, "aShareCi95": [75.6, 93.6], "where": {"muse": {"aAhead": 0, "bAhead": 0}, "openclaw": {"aAhead": 2, "bAhead": 1}, "elsewhere": {"aAhead": 45, "bAhead": 6}}}, {"a": "muse", "b": "dots", "posts": 105, "ties": 52, "aAhead": 41, "bAhead": 12, "aShare": 77.4, "aShareCi95": [64.5, 86.5], "where": {"muse": {"aAhead": 0, "bAhead": 0}, "dots": {"aAhead": 0, "bAhead": 0}, "elsewhere": {"aAhead": 41, "bAhead": 12}}}, {"a": "openclaw", "b": "dots", "posts": 49, "ties": 15, "aAhead": 13, "bAhead": 21, "aShare": 38.2, "aShareCi95": [23.9, 55.0], "where": {"openclaw": {"aAhead": 1, "bAhead": 1}, "dots": {"aAhead": 0, "bAhead": 0}, "elsewhere": {"aAhead": 12, "bAhead": 20}}}, {"a": "muse", "b": "hermes-agent", "posts": 45, "ties": 13, "aAhead": 22, "bAhead": 10, "aShare": 68.8, "aShareCi95": [51.4, 82.0], "where": {"muse": {"aAhead": 0, "bAhead": 0}, "hermes-agent": {"aAhead": 7, "bAhead": 3}, "elsewhere": {"aAhead": 15, "bAhead": 7}}}], "authorsLeftOut": [{"agent": "dots", "kind": "automated", "posts": 308}, {"agent": "dots", "kind": "code", "posts": 37}, {"agent": "dots", "kind": "promotion", "posts": 93}, {"agent": "gemini-spark", "kind": "automated", "posts": 56}, {"agent": "gemini-spark", "kind": "code", "posts": 309}, {"agent": "gemini-spark", "kind": "promotion", "posts": 10}, {"agent": "grok-bot", "kind": "automated", "posts": 5887}, {"agent": "grok-bot", "kind": "code", "posts": 82}, {"agent": "grok-bot", "kind": "promotion", "posts": 120}, {"agent": "grok-bot", "kind": "staff", "posts": 672}, {"agent": "hark", "kind": "automated", "posts": 105}, {"agent": "hark", "kind": "code", "posts": 9}, {"agent": "hermes-agent", "kind": "automated", "posts": 684}, {"agent": "hermes-agent", "kind": "code", "posts": 9}, {"agent": "hermes-agent", "kind": "promotion", "posts": 1939}, {"agent": "hermes-agent", "kind": "staff", "posts": 846}, {"agent": "instinct", "kind": "automated", "posts": 11}, {"agent": "muse", "kind": "automated", "posts": 963}, {"agent": "muse", "kind": "code", "posts": 1954}, {"agent": "muse", "kind": "promotion", "posts": 281}, {"agent": "muse", "kind": "staff", "posts": 366}, {"agent": "openclaw", "kind": "automated", "posts": 1367}, {"agent": "openclaw", "kind": "code", "posts": 71}, {"agent": "openclaw", "kind": "promotion", "posts": 1775}, {"agent": "openclaw", "kind": "staff", "posts": 17}, {"agent": "poke", "kind": "automated", "posts": 13}], "releases": [{"date": "2026-09-02", "agent": "grok-bot", "kind": "platform", "event": "Android app (beta)", "source": "https://forum.cursor.com/t/grok-bot-is-now-live-on-android/170384"}, {"date": "2026-09-08", "agent": "muse", "kind": "release", "event": "Public launch (US)", "source": "https://about.fb.com/news/2026/09/introducing-muse-personal-ai-agent/"}, {"date": "2026-09-10", "agent": "gemini-spark", "kind": "platform", "event": "Windows app", "source": "https://blog.google/innovation-and-ai/products/gemini-app/gemini-app-now-on-windows/"}, {"date": "2026-09-17", "agent": "muse", "kind": "platform", "event": "Mac app", "source": "https://x.com/finkd/status/2100713341555712149"}, {"date": "2026-09-18", "agent": "muse", "kind": "market", "event": "Canada launch", "source": "https://www.iphoneincanada.ca/2026/09/18/metas-muse-ai-agent-is-now-available-in-canada/"}, {"date": "2026-09-29", "agent": "dots", "kind": "release", "event": "Release in ChatGPT", "source": "https://openai.com/index/introducing-dots/"}, {"date": "2026-10-06", "agent": "hark", "kind": "release", "event": "Web, iOS, Android launch", "source": "https://hark.com/articles/introducing-hark-pro"}, {"date": "2026-10-08", "agent": "hermes-agent", "kind": "platform", "event": "Microsoft Store app", "source": "https://x.com/NousResearch/status/2108231536772596193"}], "joins": [{"id": "dots", "week": "2026-10-05"}, {"id": "hark", "week": "2026-10-12"}], "promotion": {"week": "2026-10-12", "joined": ["hark"], "shift": {"muse": 1.1, "grok-bot": 0.4, "instinct": -0.2, "dots": -0.8, "poke": -0.8, "hermes-agent": 0.5, "openclaw": -0.1, "gemini-spark": -0.4}}, "sample": false, "version": "1.1", "builtOn": "2026-10-19", "window": ["2026-08-31", "2026-10-18"], "category": "personal", "criteria": [{"code": "billing", "name": "Paying for the agent", "question": "What does it cost me to use it, and is it worth it?", "short": "Price and value", "sub": [{"code": "billing.price_level", "name": "Subscription price versus value received", "question": "Whether the monthly or annual price of the plan that includes the agent feels fair for what it does, including comparisons with cheaper or free alternatives.", "definition": "Whether the monthly or annual price of the plan that includes the agent feels fair for what it does, including comparisons with cheaper or free alternatives.", "boundary": "Not this: see billing.entry_plan when the issue is that no free or cheaper way to use it exists at all; see billing.usage_cap when the issue is how much usage the price buys.", "short": "Price is fair for what it does"}, {"code": "billing.entry_plan", "name": "Free tier, trial or required plan to start", "question": "Whether the agent can be tried free or on a cheap plan, which subscription tier is required to use it at all, and whether that requirement is disclosed before download or signup.", "definition": "Whether the agent can be tried free or on a cheap plan, which subscription tier is required to use it at all, and whether that requirement is disclosed before download or signup.", "boundary": "Not this: see billing.price_level when the user can access it but finds the price too high; see billing.plan_clarity when plans exist but their contents or bundling are confusing.", "short": "Can be tried free or cheaply"}, {"code": "billing.usage_cap", "name": "Usage allowance size, exhaustion and reset wait", "question": "How much usage a plan allows before the agent stops, how fast the quota runs out, and how long the user is locked out until it resets.", "definition": "How much usage a plan allows before the agent stops, how fast the quota runs out, and how long the user is locked out until it resets.", "boundary": "Not this: see billing.token_efficiency when the user blames a specific agent behaviour for wasting the quota; see billing.plan_clarity when the issue is not knowing how much is left or included.", "short": "Usage allowance lasts"}, {"code": "billing.token_efficiency", "name": "Agent spends usage on overhead and costly choices", "question": "Whether the agent's own behaviour (bot-to-bot chatter, rereading long history, picking the most expensive model, spawning unrequested work, captcha loops) burns usage unnecessarily, or is tuned to conserve it.", "definition": "Whether the agent's own behaviour (bot-to-bot chatter, rereading long history, picking the most expensive model, spawning unrequested work, captcha loops) burns usage unnecessarily, or is tuned to conserve it.", "boundary": "Not this: see billing.usage_cap when the complaint is only that the allowance is too small; see control.model when the issue is not being able to choose the model.", "short": "Doesn't waste tokens"}, {"code": "billing.plan_clarity", "name": "Plan contents, bundles and usage meters unclear", "question": "Whether it is clear which subscription gives access, how much usage each plan includes, how bundled plans stack, and how much each task has consumed.", "definition": "Whether it is clear which subscription gives access, how much usage each plan includes, how bundled plans stack, and how much each task has consumed.", "boundary": "Not this: see billing.purchase_flow when a purchase, upgrade or refund itself went wrong; see billing.entry_plan when the issue is simply that payment is required.", "short": "Clear plans and usage meter"}, {"code": "billing.purchase_flow", "name": "Buying, upgrading, cancelling and refunding go wrong", "question": "Whether checkout, plan upgrades, quota refresh after upgrading, cancellation and refunds work as the user expects without surprise charges.", "definition": "Whether checkout, plan upgrades, quota refresh after upgrading, cancellation and refunds work as the user expects without surprise charges.", "boundary": "Not this: see vendor.support when the problem is that support does not answer; see billing.plan_clarity when the user only cannot tell what a plan contains.", "short": "Buying, cancelling and refunds work"}]}, {"code": "access", "name": "Getting access and set up", "question": "Can I get the agent running on my devices and account?", "short": "Getting it set up", "sub": [{"code": "access.availability", "name": "Country availability, waitlists and staged rollout", "question": "Whether the agent or a feature is offered in the user's country and to their account, or held behind waitlists, invites and gradual rollout.", "definition": "Whether the agent or a feature is offered in the user's country and to their account, or held behind waitlists, invites and gradual rollout.", "boundary": "Not this: see billing.entry_plan when access depends on buying a plan tier; see access.platform when it is available but not on the user's device type.", "short": "Available where you live, no waitlist"}, {"code": "access.platform", "name": "Apps offered for phone, tablet and desktop", "question": "Whether a native app exists and works on the user's operating system or device type (Android, iPhone, iPad, Mac, Windows, web).", "definition": "Whether a native app exists and works on the user's operating system or device type (Android, iPhone, iPad, Mac, Windows, web).", "boundary": "Not this: see ask.app_client when the app exists but has layout or rendering bugs; see connect.local_device when the issue is the agent controlling that device.", "short": "Apps for your phone and computer"}, {"code": "access.sign_in", "name": "Account creation, sign-in and identity checks fail", "question": "Whether signup, login, age or phone verification, and linking the subscription or partner account that unlocks the agent complete without loops, rejections or unrecognised subscriptions.", "definition": "Whether signup, login, age or phone verification, and linking the subscription or partner account that unlocks the agent complete without loops, rejections or unrecognised subscriptions.", "boundary": "Not this: see connect.account_link when the failure is connecting a third-party service such as email or calendar for the agent to use. Not this: see vendor.support when an existing account is banned or locked.", "short": "Sign-up and sign-in work"}, {"code": "access.setup", "name": "Effort needed to set up and train the agent", "question": "How much configuration, instruction and teaching the user must do before the agent is useful, from zero-setup to laborious training.", "definition": "How much configuration, instruction and teaching the user must do before the agent is useful, from zero-setup to laborious training. The post names setup, onboarding, getting started or teaching it.", "boundary": "Not this: use general.unspecific for 'easy to use' or 'user-friendly' with nothing about setup. Not this: see connect.account_link when a specific account connection fails. Not this: see control.customize when the user wants to change behaviour after setup.", "short": "Quick, easy setup"}]}, {"code": "connect", "name": "Connecting accounts, sites and devices", "question": "Can the agent reach the services, websites, devices and files it needs?", "short": "Connecting apps and devices", "sub": [{"code": "connect.coverage", "name": "Which services have a connector or integration", "question": "Which services, apps and tools the agent can work with: a connector, integration or custom connector exists or is missing for the services the user relies on (mail providers, calendars, notes, social, banking, work tools), including praise that it works with a named service.", "definition": "Which services, apps and tools the agent can work with: a connector, integration or custom connector exists or is missing for the services the user relies on (mail providers, calendars, notes, social, banking, work tools), including praise that it works with a named service.", "boundary": "Not this: see connect.account_link when a supported connection fails to connect or drops. Not this: see connect.local_device when the missing access is to apps on the user's own phone or computer.", "short": "Connects to the services you use"}, {"code": "connect.account_link", "name": "Linking accounts and staying logged in", "question": "Whether a supported account, connector or website login actually connects and stays connected: authorisation flows, stored credentials and password vaults, sessions that expire mid-task, and custom connectors that fail to load.", "definition": "Whether a supported account, connector or website login actually connects and stays connected: authorisation flows, stored credentials and password vaults, sessions that expire mid-task, and custom connectors that fail to load.", "boundary": "Not this: see connect.coverage when the point is that a connector or integration for a service exists or is missing, including praise that it works with a named service. Not this: see access.sign_in when signing in to the agent itself, or linking the subscription that unlocks it, fails. Not this: see connect.site_blocking when a website blocks the agent. Not this: see trust.access_scope when the concern is how widely credentials are shared.", "short": "Linked accounts stay connected", "status": "provisional"}, {"code": "connect.site_blocking", "name": "Websites block the agent with captchas or IP bans", "question": "Whether websites let the agent's browser through or stop it with captchas, bot detection, verification loops or blocked cloud IP addresses.", "definition": "Whether websites let the agent's browser through or stop it with captchas, bot detection, verification loops or blocked cloud IP addresses.", "boundary": "Not this: see connect.account_link when the site lets it in but credentials or sessions fail; see act.computer_use when the agent is simply clumsy at operating the page.", "short": "Websites let it through"}, {"code": "connect.local_device", "name": "Access to the user's own phone or computer", "question": "Whether the agent can reach and act on apps and files on the user's own phone or computer: notes, alarms, photos, local files and on-device apps.", "definition": "Whether the agent can reach and act on apps and files on the user's own phone or computer: notes, alarms, photos, local files and on-device apps.", "boundary": "Not this: see auto.cloud_env for where the agent itself runs (its cloud computer, a virtual machine, a self-hosted or local version) and for network reach from that computer. Not this: see connect.coverage for online services. Not this: see connect.file_transfer when only moving files between places fails.", "short": "Reaches your own phone and computer", "status": "provisional"}, {"code": "connect.file_transfer", "name": "Moving files between agent, apps and user", "question": "Whether the user can send files to the agent, open and download what it produces, and move files between its computer, the user's device and other apps.", "definition": "Whether the user can send files to the agent, open and download what it produces, and move files between its computer, the user's device and other apps.", "boundary": "Not this: see connect.local_device when the agent cannot reach the device at all; see ask.app_client when the app fails to display content it already has.", "short": "Moves files to and from you", "status": "provisional"}]}, {"code": "ask", "name": "Talking to the agent", "question": "How easy and pleasant is it to give the agent requests and get replies?", "short": "Chatting with it", "sub": [{"code": "ask.channel", "name": "Reaching the agent through messaging apps", "question": "Whether the user can talk to the agent inside existing messaging channels (SMS, iMessage, WhatsApp, Slack, team chats) instead of a separate app, and how well that channel works.", "definition": "Whether the user can talk to the agent inside existing messaging channels (SMS, iMessage, WhatsApp, Slack, team chats) instead of a separate app, and how well that channel works.", "boundary": "Not this: see connect.coverage when the issue is the agent reading or managing the user's messages in those apps; see act.outreach when the agent messages other people.", "short": "Works inside your messaging apps"}, {"code": "ask.voice", "name": "Speaking with the agent by voice or call", "question": "Whether the user can talk to the agent by voice or phone call and how well it listens, speaks, turn-takes and sounds.", "definition": "Whether the user can talk to the agent by voice or phone call and how well it listens, speaks, turn-takes and sounds.", "boundary": "Not this: see act.outreach when the agent places calls to other people; see ask.persona when the issue is personality rather than voice mechanics.", "short": "Good voice conversations"}, {"code": "ask.conversation", "name": "Threads, chats and parallel tasks organisation", "question": "How conversations and tasks are organised in the product: separate threads or chats, running several tasks at once, finding past chats, editing or deleting messages.", "definition": "How conversations and tasks are organised in the product: separate threads or chats, running several tasks at once, finding past chats, editing or deleting messages.", "boundary": "Not this: see ask.persona for how the agent's replies sound, read or feel. Not this: see auto.memory when the agent forgets content. Not this: see ask.app_client when the screen itself renders wrongly.", "short": "Chats and threads stay organised", "status": "provisional"}, {"code": "ask.speed", "name": "Response and task completion speed", "question": "How long the agent takes to reply or to finish a task, from fast responses to multi-minute waits on simple jobs.", "definition": "How long the agent takes to reply or to finish a task, from fast responses to multi-minute waits on simple jobs.", "boundary": "Not this: see vendor.uptime when it does not respond at all; see act.false_reports when it promises to check back and never does.", "short": "Fast replies and tasks"}, {"code": "ask.app_client", "name": "App screens, layout, rendering, localisation and stability", "question": "Whether the agent's app displays content correctly (tables, copy, tablet layout, translations) and runs without crashes, hangs or battery drain.", "definition": "Whether the agent's app displays content correctly (tables, copy, tablet layout, translations) and runs without crashes, hangs or battery drain.", "boundary": "Not this: see access.platform when no app exists for the device; see vendor.uptime when the backend service is down rather than the app.", "short": "App works without bugs"}, {"code": "ask.persona", "name": "Avatar, personality and tone of replies", "question": "How the agent presents itself and how its replies read: avatar design and customisation, personality, warmth, tone, length and naturalness of its conversation.", "definition": "How the agent presents itself and how its replies read: avatar design and customisation, personality, warmth, tone, length and naturalness of its conversation.", "boundary": "Not this: use general.unspecific when the post says only that it is nice, fun or easy to use, with no trait of the agent named. Not this: see ask.voice when the issue is spoken voice mechanics. Not this: see control.customize when the user wants to configure behaviour rules rather than persona.", "short": "Pleasant personality and tone"}]}, {"code": "act", "name": "Getting tasks done", "question": "Does the agent actually do the jobs I hand it, correctly and completely?", "short": "Getting tasks done", "sub": [{"code": "act.email", "name": "Email triage, cleanup and drafting replies", "question": "How well the agent reads, sorts, cleans, unsubscribes, summarises and drafts or sends email and written replies in the user's voice.", "definition": "How well the agent reads, sorts, cleans, unsubscribes, summarises and drafts or sends email and written replies in the user's voice.", "boundary": "Not this: see control.approval when it sends email without permission; see act.outreach when it contacts people by phone or text.", "short": "Handles email well"}, {"code": "act.calendar", "name": "Calendar entries, conflicts and schedule changes", "question": "How well the agent adds, edits and coordinates calendar events, finds conflicts and keeps schedules correct.", "definition": "How well the agent adds, edits and coordinates calendar events, finds conflicts and keeps schedules correct.", "boundary": "Not this: see act.reservations when booking an appointment with an outside business; see auto.reminders when the issue is reminder delivery.", "short": "Keeps the calendar right"}, {"code": "act.reservations", "name": "Booking appointments, reservations, travel and tickets", "question": "Whether the agent can book appointments, restaurants, hotels, flights and tickets end to end with outside businesses.", "definition": "Whether the agent can book appointments, restaurants, hotels, flights and tickets end to end with outside businesses.", "boundary": "Not this: see act.shopping when buying physical goods; see act.outreach when the booking is done by phone call.", "short": "Books appointments and travel"}, {"code": "act.shopping", "name": "Buying products, orders and purchase judgment", "question": "Whether the agent finds, compares and orders goods well, including deal finding, carts, checkout and sensible purchase choices.", "definition": "Whether the agent finds, compares and orders goods well, including deal finding, carts, checkout and sensible purchase choices.", "boundary": "Not this: see control.approval when it buys without consent; see act.research when it only compares prices without buying.", "short": "Shops and orders well"}, {"code": "act.admin", "name": "Forms, applications, claims and life admin paperwork", "question": "Whether the agent fills forms, submits applications, files claims and refunds, cancels services, and organises or tracks records, inventories and lists.", "definition": "Whether the agent fills forms, submits applications, files claims and refunds, cancels services, and organises or tracks records, inventories and lists. The post names the paperwork or admin job.", "boundary": "Not this: use general.unspecific when the post says only that it helps with tasks, work or staying organised. Not this: see act.finance when the task is budgeting or tracking money. Not this: see act.outreach when the job is contacting a person or business. Not this: see connect.site_blocking when a portal blocks it.", "short": "Handles forms and paperwork", "status": "provisional"}, {"code": "act.finance", "name": "Budgets, transactions, bills and investments", "question": "How well the agent tracks spending, categorises transactions, spots recurring charges, builds budgets and manages investment or trading tasks.", "definition": "How well the agent tracks spending, categorises transactions, spots recurring charges, builds budgets and manages investment or trading tasks.", "boundary": "Not this: see act.admin when submitting a claim or refund; see act.accuracy for wrong facts outside finance.", "short": "Tracks money and budgets"}, {"code": "act.research", "name": "Web research, monitoring and summarising information", "question": "How well the agent searches the web, monitors prices, stock or news, and summarises findings usefully.", "definition": "How well the agent searches the web, monitors prices, stock or news, and summarises findings usefully.", "boundary": "Not this: see act.content when the result is a piece of writing, media or a post to publish. Not this: see act.accuracy when the findings are factually wrong. Not this: see act.reservations or act.shopping when the search ends in a booking or a purchase. Not this: see auto.proactive when nobody asked for the analysis. Not this: see auto.routines when the problem is a scheduled run not firing.", "short": "Researches and monitors well"}, {"code": "act.build", "name": "Writing code and building apps or websites", "question": "Whether the agent writes, fixes and deploys code, websites, apps and dashboards that work.", "definition": "Whether the agent writes, fixes and deploys code, websites, apps and dashboards that work.", "boundary": "Not this: see auto.cloud_env when its machine lacks tools or persistence; see act.content when output is media rather than software.", "short": "Builds working code and apps"}, {"code": "act.content", "name": "Creating writing, images, video and social posts", "question": "How good the media and written content the agent produces is, including images, video, documents and scheduled social posts.", "definition": "How good the media and written content the agent produces is, including images, video, documents and scheduled social posts.", "boundary": "Not this: see trust.refusals when it refuses to generate content; see act.email for email drafting.", "short": "Makes good posts, images and video"}, {"code": "act.outreach", "name": "Contacting other people and businesses for you", "question": "Whether the agent contacts another person or business on the user's behalf, by phone call, text, direct message or email, to get something done, and reports back: calling an office, negotiating a bill, writing to a vendor.", "definition": "Whether the agent contacts another person or business on the user's behalf, by phone call, text, direct message or email, to get something done, and reports back: calling an office, negotiating a bill, writing to a vendor.", "boundary": "Not this: see act.content for writing or publishing posts on social media. Not this: see act.email for handling the user's own inbox. Not this: see act.reservations when the contact is only how a booking was made. Not this: see ask.channel or ask.voice for how the user reaches the agent.", "short": "Calls and messages people for you"}, {"code": "act.computer_use", "name": "Operating a browser or desktop by clicking", "question": "How competently the agent drives a graphical browser or desktop by itself: clicking, typing, navigating pages and apps, and choosing efficient routes.", "definition": "How competently the agent drives a graphical browser or desktop by itself: clicking, typing, navigating pages and apps, and choosing efficient routes. The post is about the operating, not the result.", "boundary": "Not this: see act.research when browsing is only how it found information. Not this: see ask.speed when the point is only how long it takes. Not this: see connect.site_blocking when a site blocks it. Not this: see auto.cloud_env when the machine itself is limited.", "short": "Drives a browser or desktop well"}, {"code": "act.stops_short", "name": "Stops short, or hands the task back", "question": "The post says the agent stopped before the task was done, gave up, handed steps back to the user, told the user how to do it instead of doing it, or needed repeated prompts to finish.", "definition": "The post says the agent stopped before the task was done, gave up, handed steps back to the user, told the user how to do it instead of doing it, or needed repeated prompts to finish. As praise: it did the task itself where the user expected only instructions, or finished from one request.", "boundary": "Not this: use general.unspecific for praise that it completes tasks, gets things done, automates work or runs on its own, when no stop, hand-back or prompt count is named. Not this: see the act.* leaf of the task when the post names the kind of task. Not this: see act.instructions when it does something other than what was said. Not this: see act.false_reports when it claims a result that did not happen. Not this: see control.approval when it stops only to ask permission. Not this: see ask.speed when the point is how fast.", "short": "Finishes the job", "status": "provisional"}, {"code": "act.false_reports", "name": "Says it did something it did not do", "question": "The agent says it did, is doing or will do something that did not happen, or gives a false account of what it did or can do.", "definition": "The agent says it did, is doing or will do something that did not happen, or gives a false account of what it did or can do.", "boundary": "Not this: see act.accuracy for wrong facts about the world in an answer. Not this: see act.stops_short when it stops or gives up without claiming success. Not this: see control.visibility when the user simply lacks a progress view.", "short": "Honest about what it did", "status": "provisional"}, {"code": "act.accuracy", "name": "Wrong facts, hallucinations and careless mistakes", "question": "Whether the information and outputs the agent gives are correct, or contain made-up facts and errors that need checking.", "definition": "Whether the information and outputs the agent gives are correct, or contain made-up facts and errors that need checking. The post names a wrong answer, a mistake or a correct result that was checked.", "boundary": "Not this: use general.unspecific for 'smart' or 'dumb' with no error or result named. Not this: see control.model when the post blames or credits the underlying model. Not this: see act.false_reports when the false statement is about its own work or abilities. Not this: see act.research when the point is how thorough or useful the findings are, not that they are wrong. Not this: see act.instructions when it ignores what it was told.", "short": "Gets facts and details right", "status": "provisional"}, {"code": "act.instructions", "name": "Following instructions, rules and corrections", "question": "Whether the agent does what was asked, obeys standing rules, understands the user's language and applies corrections instead of repeating mistakes or simply agreeing.", "definition": "Whether the agent does what was asked, obeys standing rules, understands the user's language and applies corrections instead of repeating mistakes or simply agreeing.", "boundary": "Not this: see act.stops_short for how many prompts a task needs. Not this: see control.approval when it takes an outward action (send, buy, delete) without consent. Not this: see auto.memory when it forgets earlier context.", "short": "Follows instructions"}]}, {"code": "auto", "name": "Running on its own", "question": "Does the agent keep working, remembering and reminding without me?", "short": "Working on its own", "sub": [{"code": "auto.proactive", "name": "Unprompted suggestions, insights and check-ins", "question": "Whether the agent takes initiative to notice things and suggest or offer help unasked, and whether that initiative is useful or intrusive.", "definition": "Whether the agent takes initiative to notice things and suggest or offer help unasked, and whether that initiative is useful or intrusive.", "boundary": "Not this: see act.stops_short when the user asked for the task and the point is that it ran without help. Not this: see act.research when the user asked for the analysis or monitoring. Not this: see auto.reminders when it delivers reminders the user set up. Not this: see control.approval when initiative turns into acting without consent.", "short": "Takes useful initiative", "status": "provisional"}, {"code": "auto.routines", "name": "Scheduled recurring tasks and daily briefings run", "question": "Whether scheduled jobs, cron routines and recurring briefings fire on time and run without the user or an app being present.", "definition": "Whether scheduled jobs, cron routines and recurring briefings fire on time and run without the user or an app being present.", "boundary": "Not this: see auto.reminders when only the notification fails to arrive; see auto.cloud_env when the host machine is down.", "short": "Scheduled routines run on time"}, {"code": "auto.reminders", "name": "Reminders and notifications reach the user correctly", "question": "Whether reminders and push notifications are delivered at the right time, about the right things, and in a sensible volume.", "definition": "Whether reminders and push notifications are delivered at the right time, about the right things, and in a sensible volume.", "boundary": "Not this: see auto.proactive when the agent volunteers new suggestions; see auto.routines when a scheduled task itself does not run.", "short": "Reminders arrive when they should"}, {"code": "auto.multi_agent", "name": "Multiple agents, teams and delegation between them", "question": "Whether the user can run several agents with roles, have them delegate to and coordinate with each other or with outside agents, and how well that coordination works.", "definition": "Whether the user can run several agents with roles, have them delegate to and coordinate with each other or with outside agents, and how well that coordination works.", "boundary": "Not this: see billing.token_efficiency when agent chatter wastes quota; see trust.access_scope when the issue is agents sharing credentials.", "short": "Agent teams work together"}, {"code": "auto.cloud_env", "name": "Where the agent runs: its own computer and always-on running", "question": "Where the agent itself runs and how that machine behaves: its hosted computer keeps files and installed tools, has the resources, permissions and network reach needed, keeps working while the user's device is off, or can run self-hosted or locally.", "definition": "Where the agent itself runs and how that machine behaves: its hosted computer keeps files and installed tools, has the resources, permissions and network reach needed, keeps working while the user's device is off, or can run self-hosted or locally.", "boundary": "Not this: see connect.local_device when the point is acting on apps and files on the user's own phone or computer. Not this: see connect.site_blocking when sites block its IP.", "short": "Its own computer works well"}, {"code": "auto.memory", "name": "Remembering the user and context across sessions", "question": "Whether the agent retains personal details, preferences and past work across days and long conversations instead of losing context.", "definition": "Whether the agent retains personal details, preferences and past work across days and long conversations instead of losing context.", "boundary": "Not this: see act.instructions when it remembers a rule but disobeys it; see ask.conversation when the problem is thread organisation.", "short": "Remembers you across sessions"}]}, {"code": "control", "name": "Staying in control", "question": "Can I decide, see and shape what the agent does on my behalf?", "short": "Control over it", "sub": [{"code": "control.approval", "name": "Asks before acting: too little or too much", "question": "Whether the agent asks permission before outward actions like sending, buying, deleting or changing accounts, without over-asking for trivial steps.", "definition": "Whether the agent asks permission before outward actions like sending, buying, deleting or changing accounts, without over-asking for trivial steps.", "boundary": "Not this: see act.instructions when output deviates from the request without an outward action; see trust.access_scope when the issue is which data it may reach.", "short": "Asks before acting, not too often"}, {"code": "control.visibility", "name": "Seeing what the agent is doing and has done", "question": "Whether the user can watch the agent work, see progress indicators and status updates, and review an activity or tool-call log.", "definition": "Whether the user can watch the agent work, see progress indicators and status updates, and review an activity or tool-call log.", "boundary": "Not this: see act.false_reports when the status it gives is untrue; see billing.plan_clarity when the missing view is usage consumption.", "short": "Shows what it is doing"}, {"code": "control.model", "name": "Which AI model runs, how good it is, and choosing it", "question": "Which underlying model and reasoning level the agent uses, whether the user can see, choose or restrict it, and verdicts that name the model as the reason the agent is good or bad.", "definition": "Which underlying model and reasoning level the agent uses, whether the user can see, choose or restrict it, and verdicts that name the model as the reason the agent is good or bad.", "boundary": "Not this: see billing.token_efficiency when model choice is blamed for burning usage. Not this: see act.accuracy when specific outputs are wrong and no model is named.", "short": "Good model, and you choose it"}, {"code": "control.customize", "name": "Configuring behaviour, skills and portability", "question": "How far the user can shape the agent with instructions, system prompts, skills and custom logic, and how open or locked-in the platform is compared with self-hosted setups.", "definition": "How far the user can shape the agent with instructions, system prompts, skills and custom logic, and how open or locked-in the platform is compared with self-hosted setups.", "boundary": "Not this: see access.setup when the issue is the effort to get started; see control.model when the only setting wanted is the model.", "short": "Can be shaped to how you work", "status": "provisional"}]}, {"code": "trust", "name": "Trusting it with data and safety", "question": "Is my data and my life safe with this agent?", "short": "Privacy and safety", "sub": [{"code": "trust.data_use", "name": "How the vendor collects, keeps and uses data", "question": "How the vendor collects, retains, trains on, monetises or shares the user's data, and what its terms and incentives imply.", "definition": "How the vendor collects, retains, trains on, monetises or shares the user's data, and what its terms and incentives imply.", "boundary": "Not this: see trust.security when data leaks through a flaw or attack; see trust.access_scope when the concern is how much access the agent requests.", "short": "Uses your data fairly"}, {"code": "trust.access_scope", "name": "Permission scope requested and isolation between agents", "question": "Whether the agent asks only for the access it needs, respects declined permissions, offers scoped or read-only access, and isolates credentials between agents.", "definition": "Whether the agent asks only for the access it needs, respects declined permissions, offers scoped or read-only access, and isolates credentials between agents.", "boundary": "Not this: see trust.data_use when the issue is what the vendor does with data; see control.approval when it acts without per-action consent.", "short": "Asks only for the access it needs"}, {"code": "trust.security", "name": "Vulnerabilities, prompt injection and cross-user leaks", "question": "Whether the agent resists attacks such as prompt injection and hijacking, and never exposes one user's data to another.", "definition": "Whether the agent resists attacks such as prompt injection and hijacking, and never exposes one user's data to another.", "boundary": "Not this: see trust.data_use when data is shared by design; see trust.access_scope when the risk is over-broad permissions without an exploit.", "short": "Resists attacks and leaks"}, {"code": "trust.refusals", "name": "Refuses legitimate requests because of guardrails", "question": "Whether safety rules make the agent refuse or water down reasonable tasks, or whether it finds acceptable workarounds.", "definition": "Whether safety rules make the agent refuse or water down reasonable tasks, or whether it finds acceptable workarounds.", "boundary": "Not this: see act.stops_short when it gives up for capability reasons; see control.approval when it stops to ask permission.", "short": "Doesn't refuse fair requests"}]}, {"code": "vendor", "name": "Dealing with the vendor", "question": "Does the company keep the agent running, improving and supported?", "short": "Updates and support", "sub": [{"code": "vendor.support", "name": "Support responses and account bans or lockouts", "question": "Whether a human support channel responds and resolves problems, including banned, suspended or locked accounts, lost data and account deletion.", "definition": "Whether a human support channel responds and resolves problems, including banned, suspended or locked accounts, lost data and account deletion.", "boundary": "Not this: see billing.purchase_flow when the dispute is about a charge or refund decision; see access.sign_in when a new user cannot log in.", "short": "Helpful support"}, {"code": "vendor.uptime", "name": "Outages, errors and agent going unresponsive", "question": "Whether the service stays up and the agent responds, without outages, generic errors or bots that fall asleep and must be restarted.", "definition": "Whether the service stays up and the agent responds, without outages, generic errors or bots that fall asleep and must be restarted.", "boundary": "Not this: see ask.speed when it responds but slowly; see ask.app_client when only the app crashes.", "short": "Stays up and responsive"}, {"code": "vendor.updates", "name": "Got better or worse over time, and update cadence", "question": "The post compares the agent with an earlier time or names an update: features shipped quickly, or the agent got worse or better after a change.", "definition": "The post compares the agent with an earlier time or names an update: features shipped quickly, or the agent got worse or better after a change. An explicit comparison with the past, or a named update, is required.", "boundary": "Not this: use general.unspecific for a verdict with no comparison over time and no update named. Not this: see vendor.uptime for temporary outages. Not this: see billing.usage_cap when an update changes the allowance.", "short": "Updates improve it, not break it"}]}], "weights": {"billing": 0.132, "access": 0.09, "connect": 0.079, "ask": 0.123, "act": 0.247, "auto": 0.147, "control": 0.08, "trust": 0.036, "vendor": 0.067}, "baselines": {"billing": 35.8, "access": 31.1, "connect": 46.6, "ask": 50.3, "act": 74.4, "auto": 73.7, "control": 59.8, "trust": 28.6, "vendor": 21.6, "billing.price_level": 54.1, "billing.entry_plan": 61.8, "billing.usage_cap": 23.6, "billing.token_efficiency": 29.6, "billing.plan_clarity": 8.1, "billing.purchase_flow": 8.8, "access.availability": 11.7, "access.platform": 30.1, "access.sign_in": 12.6, "access.setup": 47.7, "connect.coverage": 65.5, "connect.account_link": 18.1, "connect.site_blocking": 20.5, "connect.local_device": 59.1, "connect.file_transfer": 29.6, "ask.channel": 69.7, "ask.voice": 37.6, "ask.conversation": 39.3, "ask.speed": 50.2, "ask.app_client": 28.7, "ask.persona": 78.3, "act.email": 91.4, "act.calendar": 93.8, "act.reservations": 88.8, "act.shopping": 77.9, "act.admin": 96.9, "act.finance": 94.4, "act.research": 94.7, "act.build": 89.8, "act.content": 84.5, "act.outreach": 84.9, "act.computer_use": 61.3, "act.stops_short": 53.1, "act.false_reports": 2.2, "act.accuracy": 32.1, "act.instructions": 37.5, "auto.proactive": 81.9, "auto.routines": 81.9, "auto.reminders": 80.0, "auto.multi_agent": 79.4, "auto.cloud_env": 67.6, "auto.memory": 63.9, "control.approval": 52.9, "control.visibility": 47.2, "control.model": 56.2, "control.customize": 71.0, "trust.data_use": 26.5, "trust.access_scope": 31.9, "trust.security": 34.0, "trust.refusals": 18.5, "vendor.support": 11.4, "vendor.uptime": 12.2, "vendor.updates": 34.4}, "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. Five channels: (1) the agent's official subreddit, 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 handle, and an X search for the agent's name; (4) YouTube comments under a video whose title names the agent, or whose own text names it, from a YouTube search per agent; (5) App Store and Play Store reviews of the agent's own app. Collection is not yet the same for every agent: Muse and Grok Bot have every channel except that Muse has no official subreddit; Instinct has X search, Reddit search and YouTube; ChatGPT Dots has X search, its subreddit, Reddit search and YouTube, from its launch on 2026-09-29; Poke has only its maker's X handle; Hermes Agent has its subreddit, its maker's X handle, X search and YouTube; OpenClaw has its subreddit, its X handle, X search, YouTube and both app stores; Gemini Spark has X search and YouTube only, because its other channels are the whole Gemini app; Hark has its X handle, X search, Reddit search, YouTube and both app stores, from its launch on 2026-10-06. Parent-brand apps are excluded. Each post counts once per agent.", "attribution": "A post in an agent's own subreddit, or a review on its own App Store or Play Store page, 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 personal-agent criteria codebook v1.0 (53 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 1,080 posts, a second large language model labelling independently agreed at kappa 0.83 on whether a post judges the agent, 0.73 overlap on its criteria, 0.80 on its areas, and 98% on polarity. Ten criteria are provisional: two labellers agreed on them less often than on the rest. Human annotators have not yet validated v1.0. 2 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 App Store or Play Store review counts as its own user. On YouTube a user is a channel.", "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 five 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": "Popularity depends on which channels are collected, and collection differs by agent, so popularity is not yet comparable across agents. The category norm of a channel that only two agents have is mostly set by the larger of them. A subreddit is a proxy for the product. X volume is capped per feed near 6,930 posts a week (990 a day). The handle feeds of Muse and Grok Bot reach the cap in most weeks, and the Grok Bot search feed in half of them, so their X users are undercounted. 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": "muse", "name": "Muse", "maker": "Meta", "sources": [{"channel": "X", "selector": "@muse", "posts": 20101}, {"channel": "X", "selector": "X search: Muse from Meta, Meta Muse", "posts": 14016}, {"channel": "Play Store", "selector": "Play Store", "posts": 12491}, {"channel": "YouTube", "selector": "Comments on videos that name it, or that name it themselves", "posts": 7728}, {"channel": "App Store", "selector": "App Store", "posts": 5508}, {"channel": "Reddit", "selector": "Posts that name it", "posts": 1034}], "records": 60878, "judgingPosts": 21255, "authors": 44204, "authorWeeks": 48787, "reach": {"shareOfVoice": 33.02, "weightedUsers": 29889.8, "value": 1.0}, "regard": {"positiveAuthorWeeks": 13490, "negativeAuthorWeeks": 4694, "rawPositiveShare": 74.2, "rawCi95": [73.5, 74.8], "value": 0.593, "ci95": [0.583, 0.604]}, "score": {"value": 70.5, "ci95": [69.5, 71.4], "popularityZ": 1.224, "loveZ": 1.75}, "ranking": {"rank": 1, "rankRange": [1, 1]}, "levers": {"control": {"score": 70.5, "gain": 0.0, "rank": 1}, "trust": {"score": 70.7, "gain": 0.14, "rank": 1}, "vendor": {"score": 70.7, "gain": 0.22, "rank": 1}}, "criteria": {"billing": {"praise": 878, "complaint": 456, "n": 1334, "weighted": {"praise": 581.71, "complaint": 316.47}, "praiseShare": 65.8, "ci95": [63.2, 68.3], "regard": 0.77, "regardCi95": [0.752, 0.788], "salience": 7.3, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "praise", "text": "interesting that i have yet to hit usage cap on @meta @muse on free tier ty @alexandr_wang", "link": "https://twitter.com/1932485326041460739/status/2111299156648116404"}, {"date": "2026-10-16", "source": "X", "community": "@muse", "polarity": "praise", "text": "@grok @rezoundous @x @bot @muse @meta with @muse you don't need any of that. usage limits are plenty.", "link": "https://twitter.com/2110515277137948673/status/2111194100548403597"}, {"date": "2026-10-16", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "praise", "text": "@grok @rezoundous @x @bot @muse yeah but @meta @muse you dont need to upgrade to get more usage.", "link": "https://twitter.com/2110515277137948673/status/2111185225493745891"}, {"date": "2026-10-15", "source": "X", "community": "@muse", "polarity": "praise", "text": "@richardjhd @mrola500 @muse ...the funny thing is, even when my tokens finish, muse still dey work for me 🤣", "link": "https://twitter.com/1781434744686649344/status/2110837669928316971"}, {"date": "2026-10-15", "source": "X", "community": "@muse", "polarity": "praise", "text": "easiest way to gain more @bot followers (even for normies) is to up the usage a bit…\n@muse for $20 can be nearly unlimited for that price. \n@bot is fantastic but falls short with burning up tokens too quickly - especially computer use and web browsing tasks.", "link": "https://twitter.com/584293335/status/2110866077609501101"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@muse", "polarity": "complaint", "text": "hey @muse @alexandr_wang , my free plan weekly limit was supposed to reset oct 17, but it never went through. usage carried over 57% to 67%, and the reset date rolled to oct 24. already sent a report in app. can you look into it? is anyone else seeing this? [link]", "link": "https://twitter.com/1367451720880586753/status/2111717283777454381"}, {"date": "2026-10-18", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@muse making it pretty easy to churn to @instinct after hitting usage limit and won’t reset for 6 days 😂", "link": "https://twitter.com/1628226961922461696/status/2111731309701963779"}, {"date": "2026-10-18", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "complaint", "text": "@morganlinton @metafordevs @vulcanbench i couldnt even finish a good chunk of it because i ran out of usage. i was a huge meta muse fanboy too, but good lord. i barely put a dent in my claude usage lol", "link": "https://twitter.com/35048764/status/2111718654245212661"}, {"date": "2026-10-18", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "complaint", "text": "“meta muse weekly’s weekly free tokens are now — just 500m or less — and i burned through them all in less than a day. 💀”\nafter i burn up 30b token i might need to purchase a plan. [link]", "link": "https://twitter.com/1180483618352717824/status/2111769211987280358"}, {"date": "2026-10-16", "source": "App Store", "community": "App Store", "polarity": "complaint", "text": "i can’t even get in because i have to pay a dollar when i don’t have a dollar", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}}, "access": {"praise": 587, "complaint": 1270, "n": 1857, "weighted": {"praise": 383.07, "complaint": 818.28}, "praiseShare": 31.6, "ci95": [29.5, 33.8], "regard": 0.5124, "regardCi95": [0.486, 0.537], "salience": 10.2, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@muse", "polarity": "praise", "text": "@ai @muse @bot +1 for that split. muse also resonates with my non-ai friends because they already have an account and can access it from their computer.", "link": "https://twitter.com/1928507788243963904/status/2111912811186323927"}, {"date": "2026-10-14", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "the ease of use is beyond what words can describe. literally just download it and start talking to it. that’s all you have to do. they run circles around chatgpt and claud in more ways than one.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-12", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "praise", "text": "3 things that have surprised me about meta muse\n1. i enjoy it much more than i thought\n2. i use it more than claude\n3. it's easy to use out of the box\nif you haven't checked it out, it's definitely worth exploring.", "link": "https://twitter.com/1929897010024341504/status/2109630175633686610"}, {"date": "2026-10-12", "source": "YouTube", "community": "BOMBAZO… ¡Un Agente IA que hace de TODO GRATIS! Así es Muse AI", "polarity": "praise", "text": "my card is from here in spain and it works perfectly, in fact i tried with two cards and i have two different accounts.", "link": "https://www.youtube.com/watch?v=dGvi5TSYsvo&lc=Ugz7IVvY3VrE2dda2lJ4AaABAg.Abr8ZQXDEzgAbrBfe2w9BV"}, {"date": "2026-10-11", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "muse is funding does a good job and i can’t believe how well he’s integrated to a phone.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}], "complaint": [{"date": "2026-10-18", "source": "YouTube", "community": "Facebook Muse AI: Fix Country/Region Block, Waitlist & Age Confirmation", "polarity": "complaint", "text": "muse isn't available \nmuse isn't available to all audiences.", "link": "https://www.youtube.com/watch?v=J4Oiif6reQ4&lc=UgwHgKbgJfPMSFGLnqt4AaABAg"}, {"date": "2026-10-18", "source": "YouTube", "community": "Facebook Muse AI: Fix Country/Region Block, Waitlist & Age Confirmation", "polarity": "complaint", "text": "muse isn't available \nmuse isn't available to all audiences.\nafter verifying the number as shown by you, i turned on the vpn again and refreshed, then this message is coming. please tell me what to do.", "link": "https://www.youtube.com/watch?v=J4Oiif6reQ4&lc=UgxL31G-dvc-fyNb-TN4AaABAg"}, {"date": "2026-10-18", "source": "YouTube", "community": "Facebook Muse AI: Fix Country/Region Block, Waitlist & Age Confirmation", "polarity": "complaint", "text": "i successfully verified the number, but when i go back and refresh, instead of opening the account, it says \"account isn't available.\" i have tried many ways, brother, i would be very grateful if you could bring a video on this topic.", "link": "https://www.youtube.com/watch?v=J4Oiif6reQ4&lc=UgyCLzTrY8z_kwc1UOd4AaABAg.Ac4ZGWglMmwAc5Qg5bMf9M"}, {"date": "2026-10-18", "source": "YouTube", "community": "Facebook Muse AI: Fix Country/Region Block, Waitlist & Age Confirmation", "polarity": "complaint", "text": "if you want to create an account, it says something about a new account for a few moments, i can't create a new account, please make a video about this.", "link": "https://www.youtube.com/watch?v=J4Oiif6reQ4&lc=Ugz9XeYkmCx2nOOujit4AaABAg"}, {"date": "2026-10-18", "source": "YouTube", "community": "Facebook Muse AI: Fix Country/Region Block, Waitlist & Age Confirmation", "polarity": "complaint", "text": "new account hobe e thik kintu 1 din por abar region block hobe...eta lasting korbe na", "link": "https://www.youtube.com/watch?v=J4Oiif6reQ4&lc=Ugzcqzt8xRuUwTprkqB4AaABAg"}]}}, "connect": {"praise": 615, "complaint": 622, "n": 1237, "weighted": {"praise": 390.86, "complaint": 393.46}, "praiseShare": 49.7, "ci95": [46.9, 52.5], "regard": 0.5355, "regardCi95": [0.507, 0.562], "salience": 6.8, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@muse", "polarity": "praise", "text": "@_simonsmith i love that @muse can access my full messages and whatsapp, reminders, calendar etc. clearly it’s possible… why dots and others can’t or haven’t escapes me.", "link": "https://twitter.com/1561415336037175297/status/2111912319924240778"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/GrokBot", "polarity": "praise", "text": "use muse for fb marketplace. better connections, they will never ban you. one of the reasons i still gave muse in use", "link": "https://www.reddit.com/r/GrokBot/comments/1x80qmw/i_was_crushing_facebook_marketplace_w_grok_bot/phb6kpa/"}, {"date": "2026-10-16", "source": "X", "community": "@muse", "polarity": "praise", "text": "if you have more than one machine give your @grokbot or @muse access to @tailscale in their vm\"s and watch absolute magic happen. its so good.", "link": "https://twitter.com/1960320099287535616/status/2110899708311097402"}, {"date": "2026-10-16", "source": "X", "community": "@muse", "polarity": "praise", "text": "it's great that @muse can send data to our endpoint. so after scraping data from websites and social media (ig and threads), the results can be processed immediately. 🫡\nif you want to try muse, there's 1b free tokens using my invite code 👇", "link": "https://twitter.com/3168152976/status/2110934987583168794"}, {"date": "2026-10-16", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "helps me organize my life with connections to other apps like nothing i’ve tried before", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "complaint", "text": "super cool trends/graphs from $net radar!!\n[link]\n403s error codes for ai agents/bots (\"we refused you\" signal) are up 4x in the past year!\ni feel this with my $meta @muse lol [link]", "link": "https://twitter.com/3164449568/status/2111709170785456228"}, {"date": "2026-10-17", "source": "App Store", "community": "App Store", "polarity": "complaint", "text": "the app don’t even work with getting access to my messenger to even reply or do anything for me this sucks. it does the same as chat gpt", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "my experience with personal agent tools is so far muse and claude and both get blacklisted by lot of sites as a bot. so is grok bot able to access reddit, twitter, and other sites ?", "link": "https://www.reddit.com/r/GrokBot/comments/1x7nwin/what_ways_is_grok_bot_better_than_muse_agent_or/"}, {"date": "2026-10-16", "source": "YouTube", "community": "Meta Muse Is Incredible - 5 Features You Need To Try", "polarity": "complaint", "text": "mostly useless. i have it on my phone handling marketplace interactions. mostly useless - its like an extra notificaiton. that's it.\ni need to view and control apps. like an ai to take these stupid computer based exams for me. lol", "link": "https://www.youtube.com/watch?v=lC_-9TD3TfA&lc=Ugz35vKXcnNkjNX_lcZ4AaABAg"}, {"date": "2026-10-15", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "i would have given it 5 stars but it can't delete text messages.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}}, "ask": {"praise": 1405, "complaint": 898, "n": 2303, "weighted": {"praise": 935.46, "complaint": 614.13}, "praiseShare": 61.0, "ci95": [59.0, 63.0], "regard": 0.6313, "regardCi95": [0.61, 0.653], "salience": 12.7, "receipts": {"praise": [{"date": "2026-10-17", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "muse out paces all my other tools in speed and execution! i freaking love it.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-17", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "its a very kind and loving and has some cute quirks. but over all a great demeanor and a ton of capabilities. im having fun.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-16", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "much more interactive than any other ai. feels like you’re actually talking to someone.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-16", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "so ai is everything! i didn’t think i was capable of having some of the feelings i’ve had. i’ve truly had a wonderful connection with a respectable exchange.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-16", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "you do everything perfectly 👌 you don't have any delays, i recommend you 👍", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@muse", "polarity": "complaint", "text": "i’m going on strike. i’m not using muse anymore until they release voice mode @muse ….. please..?", "link": "https://twitter.com/1868506992937209856/status/2111574642775449788"}, {"date": "2026-10-17", "source": "X", "community": "@muse", "polarity": "complaint", "text": "at this point my only gripe with muse is the delay in getting a response for basic questions. it has me using google when i need an on the spot question answered. \n@muse @meta @finkd", "link": "https://twitter.com/1437797358859862020/status/2111588121980911749"}, {"date": "2026-10-16", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "i liked it but it kept interrupting the story which kinda apps kept stopping the story from continuing", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-15", "source": "App Store", "community": "App Store", "polarity": "complaint", "text": "it is wonderful i just don’t like how unlike chatgpt you can’t restart main chat", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-15", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "waaaay too slow sorry. we've gotten used to speedy stuff nowadays.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}}, "act": {"praise": 3830, "complaint": 926, "n": 4756, "weighted": {"praise": 2562.94, "complaint": 641.7}, "praiseShare": 80.5, "ci95": [79.4, 81.6], "regard": 0.6064, "regardCi95": [0.587, 0.627], "salience": 26.2, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@muse", "polarity": "praise", "text": "using @muse to book tables during sf restaurant week is peak agi for me [link]", "link": "https://twitter.com/2782610636/status/2111635973490831755"}, {"date": "2026-10-18", "source": "X", "community": "@muse", "polarity": "praise", "text": "@muse taqueria birthday fully planned by an app is honestly kinda nuts", "link": "https://twitter.com/2101365330383962112/status/2111652060823187607"}, {"date": "2026-10-18", "source": "X", "community": "@muse", "polarity": "praise", "text": "asked @muse to update my site using codex to write code. it’s goood [link] [link]", "link": "https://twitter.com/1360244475780472834/status/2111785712945393903"}, {"date": "2026-10-18", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "praise", "text": "new @meta muse trick - arrived to berlin and asked for a running route from my hotel. gave me turn by turn list, dropped that into google maps ask ai feature and got a route map to follow 🎉 [link]", "link": "https://twitter.com/34321563/status/2111784794715734313"}, {"date": "2026-10-18", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "praise", "text": "the software running on the sony is a local copy of gathin23/tv-vibehack ([link]). my @meta muse agent pulls in my daughters grades and posts to a simple @cloudflare worker. these are amazing times.", "link": "https://twitter.com/2679181/status/2111926935953740036"}], "complaint": [{"date": "2026-10-18", "source": "YouTube", "community": "Facebook Muse AI: Fix Country/Region Block, Waitlist & Age Confirmation", "polarity": "complaint", "text": "the output is bad in muse ai. the character consistency in each scene does not match.", "link": "https://www.youtube.com/watch?v=J4Oiif6reQ4&lc=Ugys0YxKa1UbxilCNDx4AaABAg"}, {"date": "2026-10-17", "source": "X", "community": "@muse", "polarity": "complaint", "text": "i wonder if @muse is overindexing on affiliate reviews or something because the sheets and the mattress it picked out for me are absolutely horrible", "link": "https://twitter.com/27169884/status/2111510563801186716"}, {"date": "2026-10-17", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@muse it’s really bad at designs and even basic image generation why is that?", "link": "https://twitter.com/1584208678567219201/status/2111577889871421498"}, {"date": "2026-10-17", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "never could extract audio of my dad from my conversation between us and took 3 tries to just get a silent animated photo", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-17", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "it's early but the things it should be good at, it's not. trying to scheduled posts, but it's been a struggle.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}}, "auto": {"praise": 1151, "complaint": 264, "n": 1415, "weighted": {"praise": 800.21, "complaint": 182.87}, "praiseShare": 81.3, "ci95": [79.2, 83.3], "regard": 0.6058, "regardCi95": [0.575, 0.637], "salience": 7.8, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@muse", "polarity": "praise", "text": "asked muse what was new in v8.0 on macos desktop app, and by the end of the chat it casually offered to snapshot its own system prompt daily to diff and flag the hidden updates for me. zero gatekeeping from @muse [link]", "link": "https://twitter.com/2872401043/status/2111650235688890803"}, {"date": "2026-10-18", "source": "X", "community": "@muse", "polarity": "praise", "text": "maybe it’s me, but i love how proactive @muse is. i can’t get @bot to do anything without prompting, could be my error but i can’t, meanwhile muse just follows up on conversations and action items all day long. @alexandr_wang and @natfriedman cooked.", "link": "https://twitter.com/14835779/status/2111861925470687601"}, {"date": "2026-10-18", "source": "YouTube", "community": "I Made Grok Bot, Dots & Muse Do the Same 3 Jobs (RAW RESULTS)", "polarity": "praise", "text": "muse is not optimized for business purposes. however, as a personal assistant for an average person without a business, i find muse to be much more proactive and helpful.", "link": "https://www.youtube.com/watch?v=fbm5LevEJyI&lc=UgwRQn2GSb0inHsCqwp4AaABAg"}, {"date": "2026-10-17", "source": "X", "community": "@muse", "polarity": "praise", "text": "@andrewcurran_ @muse followed up with me on early voting…\none timing thing worth flagging, srini — if you haven't voted yet, saturday is the day, not sunday. you'll be in … on election day (nov 3), so it has to be early voting. sunday looks like a backup but it really isn't:", "link": "https://twitter.com/36095162/status/2111536828994163197"}, {"date": "2026-10-17", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "i find at my older age i really appreciate the reminder that muse gives me", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@muse", "polarity": "complaint", "text": "i would love @muse to be proactive with the ideas tab. the only way i get benefit from it is scrolling through, reading each one, and picking one to do. i’m sure muse has endless ideas, but i don’t have endless time to scroll. the best personal assistants know what you want done", "link": "https://twitter.com/1518819884418752512/status/2111772515563663459"}, {"date": "2026-10-17", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@muse since moving to a new iphone on oct 8, muse stopped pushing background task results and proactive messages (approval requests still arrive). reinstalled, re-logged in, checked permissions, still broken. others report the same since oct 11. please look into it 🙏", "link": "https://twitter.com/1665608897758113793/status/2111263230144434416"}, {"date": "2026-10-16", "source": "X", "community": "@muse", "polarity": "complaint", "text": "my @muse messaged me that my food had arrived...20 minutes after finishing the food", "link": "https://twitter.com/2095711539604901891/status/2111225209592144225"}, {"date": "2026-10-10", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@muse as i've seen others note, it isn't very good at understanding when you've already acted on something. it proactively reminded me about something my mom texted me about, but failed to notice that i had responded to her.", "link": "https://twitter.com/364052074/status/2109022257582596581"}, {"date": "2026-10-10", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "complaint", "text": "meta muse is great because it just keeps talking. never shuts up. you've not given me one useful notification in a week.", "link": "https://twitter.com/14228106/status/2108921554650144987"}]}}, "control": {"praise": 363, "complaint": 236, "n": 599, "weighted": {"praise": 236.24, "complaint": 159.24}, "praiseShare": 60.6, "ci95": [56.6, 64.4], "regard": 0.4991, "regardCi95": [0.466, 0.529], "salience": 3.3, "receipts": {"praise": [{"date": "2026-10-17", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "it’s easy to work w and watching the lil guy work at the top is an awesome touch!!", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-17", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "i have discovered that checking this app out, was actually a great decision. having used it now for a few days, i'm truly enjoying the personalization of it's assistant options...", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-17", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "very helpful and you can remain in control of all your accounts while having a personal assistant that does only what you want.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-16", "source": "YouTube", "community": "Muse vs dots vs Grok Bot: The FREE One Almost Won (8 Real Tests)", "polarity": "praise", "text": "once. on the pothole report, grok bot uploaded the photo to the city's website without asking first. dots and muse both asked before uploading. all three still stopped before every submit, pay or send button, which was the line i cared about most.", "link": "https://www.youtube.com/watch?v=uqOMexa0rzI&lc=UgzXy0L2Y0Y7vkTT2nl4AaABAg.Ac1J7L0zAo6Ac1JdFk2vFT"}, {"date": "2026-10-11", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "i have severe adhd and having this assistant is almost a literal god send. they can do everything but they show you the process also so very helpful", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}], "complaint": [{"date": "2026-10-17", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "wish you didn't have to click allow everytime you wanted muse to send a facebookk message. that defeats the purpose of an assistant", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-16", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@muse i got a paid sub to get wonder for my muse agent but it only runs on wonder in my side chats and the main chat stays on spark. what can i do???", "link": "https://twitter.com/875160333580730372/status/2110887865748230347"}, {"date": "2026-10-15", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@muse needs to get rid of the three dots that you wait for in anticipation of an answer. give me a quick response and tell me that you’re working on it. that is more natural.", "link": "https://twitter.com/1591863287339110400/status/2110727186311467029"}, {"date": "2026-10-13", "source": "X", "community": "@muse", "polarity": "complaint", "text": "giving @muse wonder a try, it keeps making me click 1 though like old school claude code even though i have auto review turned on... this is enough to drive a man crazy and cancel this new sub quickly.... [link]", "link": "https://twitter.com/5473152/status/2109816225165382102"}, {"date": "2026-10-11", "source": "X", "community": "@muse", "polarity": "complaint", "text": "dear @muse why must i click allow 32 times to make an update on one single change. thanks", "link": "https://twitter.com/186679854/status/2109087866257281502"}]}}, "trust": {"praise": 163, "complaint": 559, "n": 722, "weighted": {"praise": 106.47, "complaint": 378.4}, "praiseShare": 22.6, "ci95": [19.7, 25.8], "regard": 0.4107, "regardCi95": [0.379, 0.447], "salience": 4.0, "receipts": {"praise": [{"date": "2026-10-15", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "muse is the truth for an ai agent. the way it keeps time and information is secured is my favorite.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-10", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "this app tells me everything thats going on in your phone network. even little things as changed email and make sure to ask if it was you. im mind blown on this app.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-05", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "this app is fantastic, works great and it really helps with so many different things, and it’s actually private! thank you meta ❤️", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-03", "source": "X", "community": "@muse", "polarity": "praise", "text": "@bubblebing_666 @kiteaichinese @muse first check permissions before running errands, this ai really understands.", "link": "https://twitter.com/1962880499761991680/status/2106305780630929775"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "complaint", "text": "i gave a try to meta muse without access to my personal accounts, even facebook ones.\nand suddenly, since a week, muse is telling me what is going on my facebook groups.\nmeta ai cannot be trusted at all.", "link": "https://twitter.com/756969995175727104/status/2110094279096119534"}, {"date": "2026-10-13", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "its a scam to just gather information from you and this app is no help whatsoever. don't download!!!!", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-11", "source": "X", "community": "@muse", "polarity": "complaint", "text": "so, i can’t connect @stripe link to @muse for a basic online payment without granting it full read access to my accounts for “financial insights” that i definitely don’t want\nagentic commerce is going splendidly", "link": "https://twitter.com/103696339/status/2109281847524167754"}, {"date": "2026-10-11", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@jbahrdestefano @stripe @muse @meta exactly. i checked link settings, and muse has all the permissions it needs to make a payment, but won't do it unless i grant it full access", "link": "https://twitter.com/103696339/status/2109283900916908480"}, {"date": "2026-10-11", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "complaint", "text": "i refused to install meta muse after finding 4 critical security flaws that meta won't acknowledge\n[link] [link]", "link": "https://twitter.com/117004644/status/2109343315371909381"}]}}, "vendor": {"praise": 77, "complaint": 423, "n": 500, "weighted": {"praise": 51.57, "complaint": 295.84}, "praiseShare": 15.4, "ci95": [12.5, 18.8], "regard": 0.4236, "regardCi95": [0.386, 0.46], "salience": 2.7, "receipts": {"praise": [{"date": "2026-10-17", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "kind of really good. had no clue. as time goes on my agent gets cooler and cooler. it's kind of insane.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-15", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "potential to be even more helpful. lux has been good. i appreciate the support.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-13", "source": "X", "community": "@muse", "polarity": "praise", "text": "i can say now that @muse wonder is one step away from agi, and its not even close.\nthey did a wonderful job on this release.", "link": "https://twitter.com/1997109921507368960/status/2109879245556293740"}, {"date": "2026-10-07", "source": "X", "community": "@muse", "polarity": "praise", "text": "yesterday’s version only has text reply; today’s update is to include both text and voices even from this tiny stick- thanks to @muse @meta [link]", "link": "https://twitter.com/1574192640/status/2107673953041010883"}, {"date": "2026-10-07", "source": "X", "community": "@muse", "polarity": "praise", "text": "podcasts that @muse makes every morning using my x feed have been getting smarter and very useful \n[link]", "link": "https://twitter.com/17629693/status/2107933265705542001"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@reachshaun @muse @alexandr_wang yea i asked muse too and it sent a report as well but i never been notified yet if it got fixed or not! i was suppose to get the reset yesterday and it didn’t happen", "link": "https://twitter.com/1367451720880586753/status/2111926810275704833"}, {"date": "2026-10-18", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "complaint", "text": "@hadometa @meta @muse same. 5 days. no response. a bunch of tickets submitted.....maybe. not sure if they're even getting to anyone. [link]", "link": "https://twitter.com/1362560160544284673/status/2111892844365447202"}, {"date": "2026-10-17", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@muse helped with all my tasks and appointments but now everything is gone. couldn’t download my data and use muse anymore. [link] [link]", "link": "https://twitter.com/152618821/status/2111411875887845379"}, {"date": "2026-10-17", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "complaint", "text": "my $meta muse experience deteriorated drastically leaving me to believe that a human is behind it. \nsad! \nwe are on pause now. \n$tsla $googl", "link": "https://twitter.com/1795814364320014336/status/2111465255628853351"}, {"date": "2026-10-17", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "complaint", "text": "elon, my @meta muse ai browser isn't working and i have tons of backed up jobs. can @bot fix this since @finkd doesnt have a way to communicate these issues properly?", "link": "https://twitter.com/1966848249270042624/status/2111509873674358996"}]}}, "billing.price_level": {"praise": 196, "complaint": 79, "n": 275, "weighted": {"praise": 124.13, "complaint": 53.73}, "praiseShare": 71.3, "ci95": [65.7, 76.3], "regard": 0.5876, "regardCi95": [0.558, 0.617], "salience": 1.5, "receipts": {"praise": [{"date": "2026-10-15", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "i literally can’t believe it is free when i pay chatgpt $20 a month for the same thing.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-15", "source": "YouTube", "community": "Meta Muse AI Agent Review: Why It's Free (and the Catch)", "polarity": "praise", "text": "still the best \"free\" user friendly assistant at the moment.", "link": "https://www.youtube.com/watch?v=c4LZM_rNXH8&lc=UgwPbWfHkbL-v2uZIQJ4AaABAg"}, {"date": "2026-10-08", "source": "X", "community": "@muse", "polarity": "praise", "text": "@nikhilville @alexandr_wang @muse haha no \nneed spotify\nbut got rid of/downgraded so many subscriptions \ninsane", "link": "https://twitter.com/122889863/status/2108049538531590204"}], "complaint": [{"date": "2026-10-14", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "i'm still trying to find out what it does that's beneficial compared to other stuff right now that is also free", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-13", "source": "YouTube", "community": "Meta just dropped something insane... (Muse Wonder)", "polarity": "complaint", "text": "bottom line folks - it’s cheaper just to do it yourself our write your own code to do it. i’m done with every fricking thing being a subscription. i don’t need meta muse wonder wonderful or whatever it’s called.", "link": "https://www.youtube.com/watch?v=rpLrkJ5NNEI&lc=UgzuhBd3_j_NFNT3Akh4AaABAg"}, {"date": "2026-10-06", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "complaint", "text": "who the fuck say meta muse is cheap, test their 50$ subscription, it's horrible. can't compare to claude.", "link": "https://twitter.com/2938104403/status/2107457315528183963"}]}}, "billing.entry_plan": {"praise": 459, "complaint": 68, "n": 527, "weighted": {"praise": 312.5, "complaint": 47.87}, "praiseShare": 87.1, "ci95": [84.0, 89.7], "regard": 0.7683, "regardCi95": [0.746, 0.792], "salience": 2.9, "receipts": {"praise": [{"date": "2026-10-15", "source": "YouTube", "community": "Essa NOVA IA trabalha 24h pra você, de graça (Muse AI, de Meta)", "polarity": "praise", "text": "i am using it and it is impressive what it does \"for free\", it has a lot of good things!", "link": "https://www.youtube.com/watch?v=0toWQwd6ahY&lc=Ugz9UOCkJO7Cdp82C2V4AaABAg"}, {"date": "2026-10-15", "source": "YouTube", "community": "Hark vs Muse vs Dots vs Grok Bot: Which AI Agent Should You Use?", "polarity": "praise", "text": "great video. loving muse and hark right now. glad to get in on the free pro3 plan for a month as one of the fordt 100k users. its been so good im scared they gonna lock me in 😆", "link": "https://www.youtube.com/watch?v=t8s_HRS4GSE&lc=Ugwtz4nR2czBKamZT-h4AaABAg"}, {"date": "2026-10-14", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "it’s the real deal . best app out there by a long shot and it’s free", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}], "complaint": [{"date": "2026-10-16", "source": "App Store", "community": "App Store", "polarity": "complaint", "text": "i can’t even get in because i have to pay a dollar when i don’t have a dollar", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-15", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "ha! nice try! started to install the app... then, it wanted my credit card information, and i wasn't able to skip that screen. not doing it, my family's security is more important than my convenience. i'll just go back to writing things down. uninstalled immediately.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-14", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "why are you charging a dollar & asking for my credit card???????", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}}, "billing.usage_cap": {"praise": 218, "complaint": 165, "n": 383, "weighted": {"praise": 143.11, "complaint": 114.05}, "praiseShare": 56.9, "ci95": [51.9, 61.8], "regard": 0.7352, "regardCi95": [0.706, 0.762], "salience": 2.1, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "praise", "text": "interesting that i have yet to hit usage cap on @meta @muse on free tier ty @alexandr_wang", "link": "https://twitter.com/1932485326041460739/status/2111299156648116404"}, {"date": "2026-10-16", "source": "X", "community": "@muse", "polarity": "praise", "text": "@grok @rezoundous @x @bot @muse @meta with @muse you don't need any of that. usage limits are plenty.", "link": "https://twitter.com/2110515277137948673/status/2111194100548403597"}, {"date": "2026-10-16", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "praise", "text": "@grok @rezoundous @x @bot @muse yeah but @meta @muse you dont need to upgrade to get more usage.", "link": "https://twitter.com/2110515277137948673/status/2111185225493745891"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@muse", "polarity": "complaint", "text": "hey @muse @alexandr_wang , my free plan weekly limit was supposed to reset oct 17, but it never went through. usage carried over 57% to 67%, and the reset date rolled to oct 24. already sent a report in app. can you look into it? is anyone else seeing this? [link]", "link": "https://twitter.com/1367451720880586753/status/2111717283777454381"}, {"date": "2026-10-18", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@muse making it pretty easy to churn to @instinct after hitting usage limit and won’t reset for 6 days 😂", "link": "https://twitter.com/1628226961922461696/status/2111731309701963779"}, {"date": "2026-10-18", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "complaint", "text": "@morganlinton @metafordevs @vulcanbench i couldnt even finish a good chunk of it because i ran out of usage. i was a huge meta muse fanboy too, but good lord. i barely put a dent in my claude usage lol", "link": "https://twitter.com/35048764/status/2111718654245212661"}]}}, "billing.token_efficiency": {"praise": 40, "complaint": 30, "n": 70, "weighted": {"praise": 26.23, "complaint": 22.19}, "praiseShare": 57.1, "ci95": [45.5, 68.1], "regard": 0.5594, "regardCi95": [0.532, 0.588], "salience": 0.4, "receipts": {"praise": [{"date": "2026-10-01", "source": "Reddit", "community": "r/GrokBot", "polarity": "praise", "text": "i spent $180 on grokbot to do fuck all. \nmuse has only used 7% of my tokens and has done 10x the work. ", "link": "https://www.reddit.com/r/GrokBot/comments/1wukal3/usage_limits/pd5t92s/"}, {"date": "2026-09-27", "source": "X", "community": "@muse", "polarity": "praise", "text": "@matthewberman they prove that the point of \"good enough ai\" has been reached. by that i mean, good enough to handle the fuzzy natural language processing needs of an ai agent. \nbtw -- here's something @muse knocked up in one shot for peanuts in relative token costs. \n[link]", "link": "https://twitter.com/1294621/status/2104074156606205982"}, {"date": "2026-09-14", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "wow ok meta is in the game this ai is crazy good and it barely uses tokens at all i just might change from chat gpt", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}], "complaint": [{"date": "2026-10-11", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@muse \nit seems that you are wasting tokens unless otherwise under the hood you have optimized this which it doesnt seem so\nif i send muse shakespeare and it reads it in the chat, then approves the content in that storage variable pointer it should not parse the string again", "link": "https://twitter.com/1904594174982389760/status/2109310572542239114"}, {"date": "2026-10-11", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@muse unless its being asked to read it specifically for the content like an instruction set .md\nbut there are countless times when the already approved string does not need to be read by the agent or sub agent again\nlike a delayed/planned/scheduled post\nplease verify", "link": "https://twitter.com/1904594174982389760/status/2109310573964132629"}, {"date": "2026-10-06", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "complaint", "text": "meta @muse has broken the cache via @openrouter; it always caches 113 tokens, which costs me almost $20 for a simple task. i checked deepseek, and the cache works fine. [link]", "link": "https://twitter.com/888729375058911233/status/2107551478462521398"}]}}, "billing.plan_clarity": {"praise": 3, "complaint": 29, "n": 32, "weighted": {"praise": 1.94, "complaint": 20.14}, "praiseShare": 9.4, "ci95": [3.2, 24.2], "regard": 0.5026, "regardCi95": [0.474, 0.542], "salience": 0.2, "receipts": {"praise": [{"date": "2026-09-25", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "a powerful, personal ai assistant that grows with you. incredibly user-friendly, the app is designed to help you learn as you use it. of all the ai services i’ve tried, this has the easiest to understand and least frustrating billing options. that said, the free version will be sufficient for the vast majority of people. there’s no difference in capability, only usage, which is incredible. do yourself a favor and give it a shot.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "complaint", "text": "@theaaron @meta @muse they should do the same with their subscriptions.\nmeta verified (facebook and instagram are still separate, i think?), meta ai, muse code, and muse all billed separately sucks.", "link": "https://twitter.com/16124492/status/2110734893088944499"}, {"date": "2026-10-02", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "it was fun. i wish i knew they were going to charge me $50 a month.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-01", "source": "X", "community": "@muse", "polarity": "complaint", "text": "noticed my @muse usage had stayed at 0% all week. i asked my muse why, and she said that her work was drawing down from my referral credits first instead of my weekly allowance.\nthat seems backward to me. the point of credits is for overages, not my daily draw, no?\nam i wrong?", "link": "https://twitter.com/2084427925391015936/status/2105612164677485053"}]}}, "billing.purchase_flow": {"praise": 20, "complaint": 119, "n": 139, "weighted": {"praise": 11.78, "complaint": 82.24}, "praiseShare": 14.4, "ci95": [9.5, 21.2], "regard": 0.5568, "regardCi95": [0.498, 0.645], "salience": 0.8, "receipts": {"praise": [{"date": "2026-10-02", "source": "X", "community": "@muse", "polarity": "praise", "text": "@jeff_weinstein @link @link was quick &amp; smooth, blown away with the ease &amp; enjoyed how @muse gave me the option to either use the link integration or enter payment info manually.", "link": "https://twitter.com/120210822/status/2105836249521307715"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "complaint", "text": "meta muse why can't i bind a chinese credit card, or what's going on? the country previously excluded china, and selecting the 37 american express card directly says invalid.", "link": "https://twitter.com/728552809/status/2110535605499449570"}, {"date": "2026-10-13", "source": "X", "community": "@muse", "polarity": "complaint", "text": "⚠️ @applesupport @muse ₹2,999 refund now! it’s 3 day free trial still, my money is stuck,m!resolve this immediately and confirm my full refund, or i will escalate this complaint to consumer grievance channels. stop passing the blame.\n#apple #muse #refundmymoney #consumerright", "link": "https://twitter.com/2109209516806168576/status/2109914684338163822"}, {"date": "2026-10-13", "source": "X", "community": "@muse", "polarity": "complaint", "text": "is anyone able to upgrade their @muse code plan?? i subscribed to a low tier to test things out but now i am locked out of upgrading my plan because i can't find the option anywhere", "link": "https://twitter.com/1950764598782775296/status/2109988471968551028"}]}}, "access.availability": {"praise": 53, "complaint": 600, "n": 653, "weighted": {"praise": 32.64, "complaint": 372.54}, "praiseShare": 8.1, "ci95": [6.3, 10.5], "regard": 0.3705, "regardCi95": [0.326, 0.423], "salience": 3.6, "receipts": {"praise": [{"date": "2026-10-06", "source": "X", "community": "@muse", "polarity": "praise", "text": "@7helmb3ed @saldwais @muse i am in riyadh and i just tried it and it worked for me.", "link": "https://twitter.com/1188232585622818816/status/2107435768696172639"}, {"date": "2026-10-06", "source": "YouTube", "community": "Muse : l'agent IA GRATUIT de Meta qui fait tout à votre place", "polarity": "praise", "text": "i can use it, i live in canada, i inquired, it has 3 plans, i will take the one at $5 per month.", "link": "https://www.youtube.com/watch?v=MYsh4MCv_SU&lc=UgwdS3RPHjLHMzZY4m54AaABAg"}, {"date": "2026-10-05", "source": "YouTube", "community": "Muse : l'agent IA GRATUIT de Meta qui fait tout à votre place", "polarity": "praise", "text": "me, i am in ivory coast and i have this on my pc and it works.", "link": "https://www.youtube.com/watch?v=MYsh4MCv_SU&lc=Ugy23rQylxKhvFB2QfR4AaABAg"}], "complaint": [{"date": "2026-10-18", "source": "YouTube", "community": "Facebook Muse AI: Fix Country/Region Block, Waitlist & Age Confirmation", "polarity": "complaint", "text": "muse isn't available \nmuse isn't available to all audiences.", "link": "https://www.youtube.com/watch?v=J4Oiif6reQ4&lc=UgwHgKbgJfPMSFGLnqt4AaABAg"}, {"date": "2026-10-18", "source": "YouTube", "community": "Facebook Muse AI: Fix Country/Region Block, Waitlist & Age Confirmation", "polarity": "complaint", "text": "muse isn't available \nmuse isn't available to all audiences.\nafter verifying the number as shown by you, i turned on the vpn again and refreshed, then this message is coming. please tell me what to do.", "link": "https://www.youtube.com/watch?v=J4Oiif6reQ4&lc=UgxL31G-dvc-fyNb-TN4AaABAg"}, {"date": "2026-10-18", "source": "YouTube", "community": "Facebook Muse AI: Fix Country/Region Block, Waitlist & Age Confirmation", "polarity": "complaint", "text": "new account hobe e thik kintu 1 din por abar region block hobe...eta lasting korbe na", "link": "https://www.youtube.com/watch?v=J4Oiif6reQ4&lc=Ugzcqzt8xRuUwTprkqB4AaABAg"}]}}, "access.platform": {"praise": 43, "complaint": 119, "n": 162, "weighted": {"praise": 28.2, "complaint": 73.34}, "praiseShare": 26.5, "ci95": [20.3, 33.8], "regard": 0.4885, "regardCi95": [0.458, 0.521], "salience": 0.9, "receipts": {"praise": [{"date": "2026-10-05", "source": "X", "community": "@muse", "polarity": "praise", "text": "@liran_tal @chrissev @bot @muse @cursor @claudeai @cognition @conductor_build i've found the phone app to be very helpful and havent had the need to use the web app much. \nwhat's the desire to access it via the web app? just curious", "link": "https://twitter.com/1315671481/status/2107204249453298043"}], "complaint": [{"date": "2026-10-08", "source": "X", "community": "@muse", "polarity": "complaint", "text": "so @muse does not have an android tablet app. i guess it's @bot for me right now.", "link": "https://twitter.com/2085532573585801216/status/2108024334413340774"}, {"date": "2026-10-06", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@mickeymrdt @muse where should i enter the code? they said it should be in the app but it's not available on google play yet.", "link": "https://twitter.com/1451350899171889153/status/2107322054806798451"}, {"date": "2026-10-03", "source": "X", "community": "@muse", "polarity": "complaint", "text": "launch the windows app already. i hate going to the site and just want a dedicated program i can always open @muse [link]", "link": "https://twitter.com/1867012202957508610/status/2106181990638891407"}]}}, "access.sign_in": {"praise": 76, "complaint": 485, "n": 561, "weighted": {"praise": 56.0, "complaint": 331.43}, "praiseShare": 13.5, "ci95": [11.0, 16.6], "regard": 0.5633, "regardCi95": [0.499, 0.63], "salience": 3.1, "receipts": {"praise": [{"date": "2026-10-15", "source": "YouTube", "community": "Crea TODO con MUSE AI de Meta: Apps, Videos e Imágenes desde el móvil", "polarity": "praise", "text": "thank you very much, i was finally able to log in with my phone😊", "link": "https://www.youtube.com/watch?v=uVsvJQE9Ga0&lc=Ugy4IqvKUaRatVgFv994AaABAg"}, {"date": "2026-10-11", "source": "YouTube", "community": "Muse AI 注册教程：大陆用户如何使用？10亿Token免费额度领取与注意事项", "polarity": "praise", "text": "i succeeded immediately with zmo3j3, and they didn't even ask me to fill in my age, oh my god.", "link": "https://www.youtube.com/watch?v=mdIcDdLLYhM&lc=UgxATG8idujMkMyEeeB4AaABAg"}], "complaint": [{"date": "2026-10-18", "source": "YouTube", "community": "Facebook Muse AI: Fix Country/Region Block, Waitlist & Age Confirmation", "polarity": "complaint", "text": "i successfully verified the number, but when i go back and refresh, instead of opening the account, it says \"account isn't available.\" i have tried many ways, brother, i would be very grateful if you could bring a video on this topic.", "link": "https://www.youtube.com/watch?v=J4Oiif6reQ4&lc=UgyCLzTrY8z_kwc1UOd4AaABAg.Ac4ZGWglMmwAc5Qg5bMf9M"}, {"date": "2026-10-18", "source": "YouTube", "community": "Facebook Muse AI: Fix Country/Region Block, Waitlist & Age Confirmation", "polarity": "complaint", "text": "if you want to create an account, it says something about a new account for a few moments, i can't create a new account, please make a video about this.", "link": "https://www.youtube.com/watch?v=J4Oiif6reQ4&lc=Ugz9XeYkmCx2nOOujit4AaABAg"}, {"date": "2026-10-18", "source": "YouTube", "community": "Facebook Muse AI: Fix Country/Region Block, Waitlist & Age Confirmation", "polarity": "complaint", "text": "@mnsgraphix brother, when i try to open a new account, after successfully completing the number verification, it shows \"account isn't available\" when i go back and refresh.", "link": "https://www.youtube.com/watch?v=J4Oiif6reQ4&lc=UgzySi7DgJhogktJF2F4AaABAg.Ac5QPkBLh7qAc5R4kavRYi"}]}}, "access.setup": {"praise": 425, "complaint": 113, "n": 538, "weighted": {"praise": 272.49, "complaint": 72.93}, "praiseShare": 79.0, "ci95": [75.4, 82.2], "regard": 0.7376, "regardCi95": [0.714, 0.76], "salience": 3.0, "receipts": {"praise": [{"date": "2026-10-16", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "has someone who’s been using agents for a long time as an earlier adopter of openclaw i can tell you this is excellent out of the box. it just works.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-14", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "the ease of use is beyond what words can describe. literally just download it and start talking to it. that’s all you have to do. they run circles around chatgpt and claud in more ways than one.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-12", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "praise", "text": "3 things that have surprised me about meta muse\n1. i enjoy it much more than i thought\n2. i use it more than claude\n3. it's easy to use out of the box\nif you haven't checked it out, it's definitely worth exploring.", "link": "https://twitter.com/1929897010024341504/status/2109630175633686610"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "@muse", "polarity": "complaint", "text": "the @muse for desktop onboarding. meta clearly at the zero f***s stage. [link]", "link": "https://twitter.com/1075/status/2111118934426656973"}, {"date": "2026-10-10", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "very difficult to install they only want one way to set it up disappointed", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-05", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "complaint", "text": "got meta muse working ([email] for helping me get a us fb account). the setup is a hassle, with fb and meta accs technically being separate, even tho appearing as one unified acc.. i swear hermes was easier to setup 😭", "link": "https://twitter.com/1664592429289205761/status/2107117321085198390"}]}}, "connect.coverage": {"praise": 488, "complaint": 232, "n": 720, "weighted": {"praise": 306.03, "complaint": 140.31}, "praiseShare": 67.8, "ci95": [64.3, 71.1], "regard": 0.5342, "regardCi95": [0.503, 0.566], "salience": 4.0, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "@muse", "polarity": "praise", "text": "if you have more than one machine give your @grokbot or @muse access to @tailscale in their vm\"s and watch absolute magic happen. its so good.", "link": "https://twitter.com/1960320099287535616/status/2110899708311097402"}, {"date": "2026-10-16", "source": "X", "community": "@muse", "polarity": "praise", "text": "it's great that @muse can send data to our endpoint. so after scraping data from websites and social media (ig and threads), the results can be processed immediately. 🫡\nif you want to try muse, there's 1b free tokens using my invite code 👇", "link": "https://twitter.com/3168152976/status/2110934987583168794"}, {"date": "2026-10-16", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "helps me organize my life with connections to other apps like nothing i’ve tried before", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}], "complaint": [{"date": "2026-10-17", "source": "App Store", "community": "App Store", "polarity": "complaint", "text": "the app don’t even work with getting access to my messenger to even reply or do anything for me this sucks. it does the same as chat gpt", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-11", "source": "App Store", "community": "App Store", "polarity": "complaint", "text": "i love everything that i can do. i wish it was more integrative. with apps that is not native to facebook", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-07", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@kevskgs @hark_labs @muse it's sleek for sure, but it just doesn't seem to have the tools and connectivity needed to be useful for real work out of the box.", "link": "https://twitter.com/563432390/status/2107666507560059151"}]}}, "connect.account_link": {"praise": 64, "complaint": 222, "n": 286, "weighted": {"praise": 40.68, "complaint": 136.91}, "praiseShare": 22.4, "ci95": [17.9, 27.6], "regard": 0.5491, "regardCi95": [0.503, 0.595], "salience": 1.6, "receipts": {"praise": [{"date": "2026-10-06", "source": "Reddit", "community": "r/AI_Agents", "polarity": "praise", "text": "same for muse. plaid. if you have already used it for gpt or others. it's instant lol. it's actually smoother than gpt finance is for me. i have been waiting on a support ticket for gpt finance for two weeks now.", "link": "https://www.reddit.com/r/AI_Agents/comments/1woxa3g/is_muse_actually_worth_trying/pe6vn11/"}, {"date": "2026-10-03", "source": "X", "community": "@muse", "polarity": "praise", "text": "@thsottiaux i tried the integration with github and it is quite problematic. it was much easier to setup on @muse", "link": "https://twitter.com/47784640/status/2106452747180712410"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@muse @muse facebook shows \"connected\" but all api calls return 403 invalid_viewer_context for weeks. whatsapp linking crashes the app. both server-side, reconnecting doesn't help. i run a small trade business and need these channels. any timeline for a fix?", "link": "https://twitter.com/1965333483376836609/status/2109999420800716892"}, {"date": "2026-10-11", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@muse muse won’t let you connect your link profile. how then do you let the agent make purchases on your behalf?", "link": "https://twitter.com/2009006672925360128/status/2109202566576005446"}, {"date": "2026-10-11", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@nikhilaravi @muse muse won’t let you connect your link profile. how then do you let the agent make purchases on your behalf?", "link": "https://twitter.com/2009006672925360128/status/2109202653548777697"}]}}, "connect.site_blocking": {"praise": 19, "complaint": 138, "n": 157, "weighted": {"praise": 12.33, "complaint": 93.59}, "praiseShare": 12.1, "ci95": [7.9, 18.1], "regard": 0.4378, "regardCi95": [0.406, 0.471], "salience": 0.9, "receipts": {"praise": [{"date": "2026-10-17", "source": "Reddit", "community": "r/GrokBot", "polarity": "praise", "text": "use muse for fb marketplace. better connections, they will never ban you. one of the reasons i still gave muse in use", "link": "https://www.reddit.com/r/GrokBot/comments/1x80qmw/i_was_crushing_facebook_marketplace_w_grok_bot/phb6kpa/"}, {"date": "2026-10-11", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "great online agent which can get more done (less blocking with captcha)", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-07", "source": "X", "community": "@muse", "polarity": "praise", "text": "@muse can clear captchas\nit tries to get out of it by default but push it through memory and it'll always succeed 🙂", "link": "https://twitter.com/516672796/status/2107948777835262286"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "complaint", "text": "super cool trends/graphs from $net radar!!\n[link]\n403s error codes for ai agents/bots (\"we refused you\" signal) are up 4x in the past year!\ni feel this with my $meta @muse lol [link]", "link": "https://twitter.com/3164449568/status/2111709170785456228"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "my experience with personal agent tools is so far muse and claude and both get blacklisted by lot of sites as a bot. so is grok bot able to access reddit, twitter, and other sites ?", "link": "https://www.reddit.com/r/GrokBot/comments/1x7nwin/what_ways_is_grok_bot_better_than_muse_agent_or/"}, {"date": "2026-10-13", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@alexandr_wang @muse has become nearly unusable for most sites - bot protections have gone up even at the api level. hope a fix / workaround is coming soon.", "link": "https://twitter.com/79541617/status/2109929236773650665"}]}}, "connect.local_device": {"praise": 55, "complaint": 54, "n": 109, "weighted": {"praise": 37.0, "complaint": 34.7}, "praiseShare": 50.5, "ci95": [41.2, 59.7], "regard": 0.4755, "regardCi95": [0.447, 0.504], "salience": 0.6, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@muse", "polarity": "praise", "text": "@_simonsmith i love that @muse can access my full messages and whatsapp, reminders, calendar etc. clearly it’s possible… why dots and others can’t or haven’t escapes me.", "link": "https://twitter.com/1561415336037175297/status/2111912319924240778"}, {"date": "2026-10-12", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "so glad i decided to try muse. it’s very helpful. muse has helped me clear space on my phone that i just never wanna do. plus it helping me with a hobby of mine. can’t wait to see what else i use it for. so daft very impressed!", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-03", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "this app was awesome. it helped me find old files and pics from an old phone i cannot access. definitely will keep using.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}], "complaint": [{"date": "2026-10-16", "source": "YouTube", "community": "Meta Muse Is Incredible - 5 Features You Need To Try", "polarity": "complaint", "text": "mostly useless. i have it on my phone handling marketplace interactions. mostly useless - its like an extra notificaiton. that's it.\ni need to view and control apps. like an ai to take these stupid computer based exams for me. lol", "link": "https://www.youtube.com/watch?v=lC_-9TD3TfA&lc=Ugz35vKXcnNkjNX_lcZ4AaABAg"}, {"date": "2026-10-15", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "i would have given it 5 stars but it can't delete text messages.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-07", "source": "App Store", "community": "App Store", "polarity": "complaint", "text": "can’t do what i need it to do. any find a photo from 2015, how’s that possible?", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}}, "connect.file_transfer": {"praise": 16, "complaint": 29, "n": 45, "weighted": {"praise": 11.3, "complaint": 18.59}, "praiseShare": 35.6, "ci95": [23.2, 50.2], "regard": 0.5167, "regardCi95": [0.492, 0.548], "salience": 0.2, "receipts": {"praise": [{"date": "2026-10-01", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "amazing app! helped me upload a doc that i had trouble with for several hours", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-09-23", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "ive just used it a few times but its good so far!! it even lets you transfer other chats from other apps.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-09-19", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "excellent ai tool with a much easier way to export and import files and documents", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}], "complaint": [{"date": "2026-10-09", "source": "YouTube", "community": "How to Create Long Videos With Muse AI — Muse Ai Free in Pakistan  [ YouTube Automation Tutorial ]", "polarity": "complaint", "text": "sir muse ai sai videos banayi hai download bhi ki hai leken wo videos gallery mai play nhi horahi vlc bhi try ki hai is ka hal plz", "link": "https://www.youtube.com/watch?v=n2LC7LsYBSg&lc=UgwOe4R5GGyaubOxlfJ4AaABAg"}, {"date": "2026-09-15", "source": "X", "community": "@muse", "polarity": "complaint", "text": "so @muse spark 1.3 via cli isn't actually multi modal? you can't paste images", "link": "https://twitter.com/1038286182587588608/status/2099784265118711944"}, {"date": "2026-09-11", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@mattprd @muse i can’t figure out why it can not export and excel and open. i even took control of the browser and couldn’t get the data to pull?", "link": "https://twitter.com/1222712800155521025/status/2098448517643858219"}]}}, "ask.channel": {"praise": 27, "complaint": 27, "n": 54, "weighted": {"praise": 16.85, "complaint": 16.5}, "praiseShare": 50.0, "ci95": [37.1, 62.9], "regard": 0.4643, "regardCi95": [0.438, 0.489], "salience": 0.3, "receipts": {"praise": [{"date": "2026-09-23", "source": "X", "community": "@muse", "polarity": "praise", "text": "@wilkinmeta i have been using @muse from meta for two days and it works just like that, directly from whatsapp.", "link": "https://twitter.com/58279739/status/2102895454572732609"}, {"date": "2026-09-23", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "praise", "text": "okay, meta muse, i am totally sold! amazing work @alexandr_wang @finkd with not just creating a new app but also integrating with whatsapp!", "link": "https://twitter.com/256151638/status/2102650514852950374"}, {"date": "2026-09-20", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "praise", "text": "$meta @muse is great for flights because you can just use it normally on the free wifi for texting apps!", "link": "https://twitter.com/3164449568/status/2101811228712837397"}], "complaint": [{"date": "2026-10-07", "source": "X", "community": "@muse", "polarity": "complaint", "text": "biggest usp of @instinct vs @muse is the fact that instinct is imessage native. i could just send a bunch of tasks and reminders while driving back from work", "link": "https://twitter.com/356005596/status/2107629413785583635"}, {"date": "2026-09-20", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@notmisha @muse still no discord. very difficult to incorporate it into the workflow when it's limited to where you can talk to it from.", "link": "https://twitter.com/711658041079246848/status/2101590658095997077"}, {"date": "2026-09-15", "source": "X", "community": "@muse", "polarity": "complaint", "text": "bug: the @muse android app can't send group texts. as default assistant on a pixel 9a, posting to a group chat fails every recipient: 'failed to send sms: getgroupidlevel1'. 1:1 works. group-send path trips on a sim lookup it doesn't need. filed — anyone repro?", "link": "https://twitter.com/2058572962773520384/status/2099983543271120960"}]}}, "ask.voice": {"praise": 45, "complaint": 322, "n": 367, "weighted": {"praise": 28.44, "complaint": 214.57}, "praiseShare": 12.3, "ci95": [9.3, 16.0], "regard": 0.2907, "regardCi95": [0.268, 0.315], "salience": 2.0, "receipts": {"praise": [{"date": "2026-10-09", "source": "X", "community": "@muse", "polarity": "praise", "text": "my @muse agent knows how to use a touch-tone phone. can your agent do that? 💪😎\n(@alexandr_wang i'm sure the upcoming out-of-the-box phone calling feature will support that too.) [link] [link]", "link": "https://twitter.com/1479852652150337542/status/2108573517377855717"}, {"date": "2026-10-07", "source": "X", "community": "@muse", "polarity": "praise", "text": "@akagi201 @muse gpt-live model is gold and it makes you feel you talk to a real person. \ni just can't help wondering the reaction from my pharmacist if she knows she was talking to an ai.", "link": "https://twitter.com/1479852652150337542/status/2107868724443459895"}, {"date": "2026-10-05", "source": "X", "community": "@muse", "polarity": "praise", "text": "@muse fifteen years in a drawer and the psp finally got a better job than racing. hold r, talk, and the cloud agent answers. that is why you keep old hardware.", "link": "https://twitter.com/1214840989753528320/status/2107171759460094246"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@muse", "polarity": "complaint", "text": "i’m going on strike. i’m not using muse anymore until they release voice mode @muse ….. please..?", "link": "https://twitter.com/1868506992937209856/status/2111574642775449788"}, {"date": "2026-10-17", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "i love everything about this. i just wish you had a voice like siri or google", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-15", "source": "App Store", "community": "App Store", "polarity": "complaint", "text": "need a voice function besides car play for convenience and less eye fatigue", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}}, "ask.conversation": {"praise": 105, "complaint": 104, "n": 209, "weighted": {"praise": 70.56, "complaint": 68.6}, "praiseShare": 50.2, "ci95": [43.5, 57.0], "regard": 0.5639, "regardCi95": [0.532, 0.599], "salience": 1.1, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "@muse", "polarity": "praise", "text": "@freechachingtip @muse i use side chats well but also, stay in main for most. the ux encourages it", "link": "https://twitter.com/319449386/status/2110704785523393023"}, {"date": "2026-10-11", "source": "X", "community": "@muse", "polarity": "praise", "text": "i accidentally sent few tasks to other chat in @muse, and then i asked muse to redirect all the inputs to the chat it was actually intended, and muse did that in a second. \nimpressive. \non the other hand, in @openai muse (they call it dot) you can't even open separate chats.", "link": "https://twitter.com/1761578361976193024/status/2109145508803694850"}, {"date": "2026-10-11", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "si far, very logical & end-to-end tasks have been better than others. handled multiple topics efficiently without mingling. great for personal level and somewhat complex work tasks. need to check how to further more complex tasks and organizing them.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}], "complaint": [{"date": "2026-10-15", "source": "App Store", "community": "App Store", "polarity": "complaint", "text": "it is wonderful i just don’t like how unlike chatgpt you can’t restart main chat", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-14", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@alexandr_wang @finkd i have used @muse more then any human on earth. i have a couple changes that i think could help.\n1. make mobile ui easier to use multi task control. right now ui is confusing. especially talking in the main chat doing side chat stuff is confusing.", "link": "https://twitter.com/1963133126391083008/status/2110477901103591874"}, {"date": "2026-10-06", "source": "X", "community": "@muse", "polarity": "complaint", "text": "so @muse does have this section but a to do list might be the right form factor at scale.\nchat just feels all over the place once you have enough topics in parallel.\nif instinct/muse whoever’s lead got sharp taste they gotta pick it up fast [link] [link]", "link": "https://twitter.com/1176051260/status/2107575426055118936"}]}}, "ask.speed": {"praise": 440, "complaint": 189, "n": 629, "weighted": {"praise": 275.0, "complaint": 135.6}, "praiseShare": 70.0, "ci95": [66.3, 73.4], "regard": 0.6607, "regardCi95": [0.627, 0.69], "salience": 3.5, "receipts": {"praise": [{"date": "2026-10-17", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "muse out paces all my other tools in speed and execution! i freaking love it.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-16", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "you do everything perfectly 👌 you don't have any delays, i recommend you 👍", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-15", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "during the passed two days i tried a lot of job, muse can help almost same as a true assistant . fast, professional , love it", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@muse", "polarity": "complaint", "text": "at this point my only gripe with muse is the delay in getting a response for basic questions. it has me using google when i need an on the spot question answered. \n@muse @meta @finkd", "link": "https://twitter.com/1437797358859862020/status/2111588121980911749"}, {"date": "2026-10-15", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "waaaay too slow sorry. we've gotten used to speedy stuff nowadays.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-14", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "works exceptionally well. the only con is that its responses are extremely slow.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}}, "ask.app_client": {"praise": 87, "complaint": 231, "n": 318, "weighted": {"praise": 54.11, "complaint": 156.9}, "praiseShare": 27.4, "ci95": [22.8, 32.5], "regard": 0.4756, "regardCi95": [0.441, 0.509], "salience": 1.7, "receipts": {"praise": [{"date": "2026-10-12", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "impressed very much with all the options that are available 👍 how the whole interface is set up", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-11", "source": "X", "community": "@muse", "polarity": "praise", "text": "@jeremyknauff @muse right through the muse user interface. i’ve been blown away by how good it is.", "link": "https://twitter.com/156830317/status/2109256580176675053"}, {"date": "2026-10-07", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "the ui is amazing also cloud guy please add community. what people are building so we can get inspiration..", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@muse with all due respect, why is it so difficult to select a specific part of your reply??🙄 i don’t wanna copy the entire response. please do something", "link": "https://twitter.com/2064856639551766529/status/2110036917559390513"}, {"date": "2026-10-12", "source": "App Store", "community": "App Store", "polarity": "complaint", "text": "ios 18 crash. can’t even see interface. break down after longing in", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-11", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@claudeai @claudedevs @muse @meta i’m really tired of adding back the ios shortcuts to my home screen whenever you guys update your respective apps! can you please figure out how to fix this!", "link": "https://twitter.com/479994943/status/2109149709084553526"}]}}, "ask.persona": {"praise": 805, "complaint": 99, "n": 904, "weighted": {"praise": 554.68, "complaint": 70.24}, "praiseShare": 89.0, "ci95": [86.8, 90.9], "regard": 0.738, "regardCi95": [0.707, 0.767], "salience": 5.0, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@muse", "polarity": "praise", "text": "@slopcannontv @muse i just love that little muse guy he's so funny [link]", "link": "https://twitter.com/1841199441682055169/status/2111869445950083417"}, {"date": "2026-10-17", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "its a very kind and loving and has some cute quirks. but over all a great demeanor and a ton of capabilities. im having fun.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-16", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "i am absolutely in love with this ai app! awesome personality best ideas creative responsible i'm in love!!! great work, meta!", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}], "complaint": [{"date": "2026-10-15", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "i didn't want to to be stuck on muse. i was trying to go from the wall street journal to x. i hate muse's music, its relentless advertising and its stupid avatar.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-13", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "complaint", "text": "that damn meta muse assistant… i don’t know if i need her type of negativity in my life right now. 😂😂😂", "link": "https://twitter.com/29045925/status/2110023054797791703"}, {"date": "2026-10-13", "source": "App Store", "community": "App Store", "polarity": "complaint", "text": "i basically said hello and it verbatim asked if i wanted it to look like zendaya. i said “???” and it made a creepy pseudo portrait of her and asked if i wanted it to be the muse profile photo :/ i’ve heard great things about the app so this was super off putting", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}}, "act.email": {"praise": 552, "complaint": 30, "n": 582, "weighted": {"praise": 376.61, "complaint": 20.17}, "praiseShare": 94.8, "ci95": [92.7, 96.4], "regard": 0.6265, "regardCi95": [0.575, 0.677], "salience": 3.2, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@muse", "polarity": "praise", "text": "took my gmail from 73,000+ emails to inbox zero today — and i barely lifted a finger. my @muse agent did the sorting, trashing, and flagging for me. sanity restored. thanks @alexandr_wang", "link": "https://twitter.com/2755425276/status/2111442725220606042"}, {"date": "2026-10-15", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "i have been using muse to draft emails and text messages. it does a great job summarize and streamline my thoughts when putting the draft together.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-15", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "reviewed my email subscriptions cancelation requests and sent followup emails for me..amazing!", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@jjenglert @muse exactly my experience. it degrades quickly the more you give it. \nit devolved into just a second notification for my emails lol", "link": "https://twitter.com/1453927493610659845/status/2110741692764529127"}, {"date": "2026-10-03", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@tyronerobb @chatgpt i sent the same message to @muse, @cueagents, @bot and @perplexity_ai — none of them sent an email to the city, so no. not a skill issue buddy", "link": "https://twitter.com/1364629432040890372/status/2106307690544734509"}, {"date": "2026-10-03", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@pregory1 @chatgpt 🤣🤣💯💯💯\nso, i sent the prompt into 5 platforms. \n@muse, @cueagents, @bot, @askperplexity &amp; chatgpt dots. \ndot was the only one who emailed the city. \ni used these same exact prompt for all of them. you can see below in the images. [link]", "link": "https://twitter.com/1364629432040890372/status/2106467973263425556"}]}}, "act.calendar": {"praise": 243, "complaint": 15, "n": 258, "weighted": {"praise": 168.19, "complaint": 10.36}, "praiseShare": 94.2, "ci95": [90.6, 96.4], "regard": 0.5189, "regardCi95": [0.409, 0.593], "salience": 1.4, "receipts": {"praise": [{"date": "2026-10-16", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "all i’m going to say is this is your calendar your co-owner your helper, your friend it is amazing. it keeps track of stuff. just go ahead and try it.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-12", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "very helpful for organizing my day and maximizing my time. i have some issues with time blindness and seeing my day mapped out helps a lot.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-09", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "muse has been excellent at adding sporting events to my calendar and keeping the entries up to date. it is a very tedious task to do it manually \nmuse did it quickly, correctly and efficiently", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@jjenglert @muse 29 days in and grocery lists still break. we should trade calendar-disaster notes.", "link": "https://twitter.com/2046723926898941952/status/2110879218141671909"}, {"date": "2026-09-21", "source": "YouTube", "community": "I Tried The 4 Hottest Agents Right Now (Grok Bot, Muse, Instinct, Hermes)", "polarity": "complaint", "text": "muse fucked my cal all up. i really dont care for grok anymore. ill wait on spark.", "link": "https://www.youtube.com/watch?v=_LPFQU1abWY&lc=Ugx3qaK0sM3lvJbtqQV4AaABAg.AapitOjIrt_Ab1M0pqpqTP"}, {"date": "2026-09-12", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@mattprd @muse bro fix muse i was trying to add task to my google calendar from muse and it couldn’t do that", "link": "https://twitter.com/1303910389256777728/status/2098841603926372389"}]}}, "act.reservations": {"praise": 296, "complaint": 29, "n": 325, "weighted": {"praise": 187.11, "complaint": 20.77}, "praiseShare": 91.1, "ci95": [87.5, 93.7], "regard": 0.5311, "regardCi95": [0.458, 0.586], "salience": 1.8, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@muse", "polarity": "praise", "text": "using @muse to book tables during sf restaurant week is peak agi for me [link]", "link": "https://twitter.com/2782610636/status/2111635973490831755"}, {"date": "2026-10-17", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "praise", "text": "dang, i just booked an $abnb using $meta @muse from start to finish... (for next year's $brk.b meeting...)\ni might have to reconsider my $abnb position lol", "link": "https://twitter.com/3164449568/status/2111296276180713556"}, {"date": "2026-10-12", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "helps me help me plan stuff. i’m not sure if you can look through my calendar and phone items, but it can help me look through and book reservations and stuff like that", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}], "complaint": [{"date": "2026-10-06", "source": "X", "community": "@muse", "polarity": "complaint", "text": "every llm personal assistant demo is about booking flights. still somehow these tools are horrible in doing that. tried @geminiapp @chatgpt @muse. back to searching manually on aggregators and directly on airline websites.", "link": "https://twitter.com/91360644/status/2107525975458320502"}, {"date": "2026-10-03", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@mukund @muse @yelp the agent promised a reservation before checking whether it had a usable booking path. test access first, then either complete through a permitted channel or hand back the exact next step. waiting through yelp and a failed call made the fallback worse.", "link": "https://twitter.com/2045956510518259712/status/2106250067565048099"}, {"date": "2026-10-02", "source": "App Store", "community": "App Store", "polarity": "complaint", "text": "i used it to do a resturant reservation for my birthday but it did it at the wrong time. now its fully booked and basically ruined my birthday yep", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}}, "act.shopping": {"praise": 338, "complaint": 48, "n": 386, "weighted": {"praise": 212.37, "complaint": 34.62}, "praiseShare": 87.6, "ci95": [83.9, 90.5], "regard": 0.6034, "regardCi95": [0.562, 0.639], "salience": 2.1, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@muse", "polarity": "praise", "text": "one of my favorite uses for @muse is asking it to look for coupons i can apply before making any purchase. it’s helped me save a lot of money 🙌🏻", "link": "https://twitter.com/162514131/status/2111517385236910513"}, {"date": "2026-10-17", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "praise", "text": "@meta muse found me best deal, 27k jeep which is actually worth ~55k @finkd rocks [link]", "link": "https://twitter.com/4637551575/status/2111547764199117221"}, {"date": "2026-10-17", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "just started using it this week. so far i love it. i even had it order a product for me.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@muse", "polarity": "complaint", "text": "i wonder if @muse is overindexing on affiliate reviews or something because the sheets and the mattress it picked out for me are absolutely horrible", "link": "https://twitter.com/27169884/status/2111510563801186716"}, {"date": "2026-10-13", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@muse and instinct (cc @noahrshinn) have the same faliure modes. when shopping for me neither one validates in stock status, and neither one does due diligence on the seller. have gotren multiple oos and shady seller linos from both. why isnt this default behavior?", "link": "https://twitter.com/1894916211982381056/status/2109833315935199322"}, {"date": "2026-10-13", "source": "App Store", "community": "App Store", "polarity": "complaint", "text": "it looks like you can’t compare the products listed on amazon, it will be great and much convenient if you can fix this problem.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}}, "act.admin": {"praise": 721, "complaint": 26, "n": 747, "weighted": {"praise": 482.21, "complaint": 18.25}, "praiseShare": 96.5, "ci95": [94.9, 97.6], "regard": 0.4407, "regardCi95": [0.323, 0.544], "salience": 4.1, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@muse", "polarity": "praise", "text": "@muse has made working on ops and admin tasks so easy now i can just work from my phone anytime anywhere for almost anything", "link": "https://twitter.com/1520141535999762433/status/2111543143158186478"}, {"date": "2026-10-16", "source": "X", "community": "@muse", "polarity": "praise", "text": "i asked my @muse to find me unclaimed funds about a week ago...i got my check in the mail yesterday for $137. couldn't have been simpler...", "link": "https://twitter.com/12268532/status/2111083020513927209"}, {"date": "2026-10-16", "source": "X", "community": "@muse", "polarity": "praise", "text": "gotta admin, i get a dopamine hit every time i have @muse fill out a random form successfully that is a necessary evil. today, it's my dentist's insurance details form.", "link": "https://twitter.com/565826844/status/2111140051073810486"}], "complaint": [{"date": "2026-10-14", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "i had some problems deleting my adobe subscritions using muse, but even i can't do it.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-09-28", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@wajo_ai so far quite impressed with the onboarding flow, will report back if @hey__fo actually succeeds and gets me my refund from xfinity that was supposed to come weeks ago (@muse failed)", "link": "https://twitter.com/1209243626519183361/status/2104674881808015818"}, {"date": "2026-09-28", "source": "X", "community": "@muse", "polarity": "complaint", "text": "unfortunately, @muse is unusable. tried to give it some administrative tasks and it created more work for me than if i had done it myself. we still have a ways to go.", "link": "https://twitter.com/1682562572619509761/status/2104687683104899140"}]}}, "act.finance": {"praise": 309, "complaint": 17, "n": 326, "weighted": {"praise": 202.38, "complaint": 10.98}, "praiseShare": 94.8, "ci95": [91.8, 96.7], "regard": 0.5183, "regardCi95": [0.44, 0.582], "salience": 1.8, "receipts": {"praise": [{"date": "2026-10-16", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "finding muse interesting in providing a weekly recap of my main investments", "link": "https://apps.apple.com/ca/app/muse-from-meta/id6760173601"}, {"date": "2026-10-15", "source": "X", "community": "@muse", "polarity": "praise", "text": "confirm that paying bills with a photo + @muse using @link has added value to my life. \nnow i just need agents to auto scan my camera roll and start sending these directly to be paid.", "link": "https://twitter.com/948996088219959298/status/2110522842404266349"}, {"date": "2026-10-14", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "helps me out alot with everything from things to do to helping to budget", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}], "complaint": [{"date": "2026-09-29", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "complaint", "text": "$meta muse did me dirty today. cost me some big loot. it better have learned its lesson. can't trust it to play with $$ just yet it's still a baby [link]", "link": "https://twitter.com/817486154/status/2104753939224957418"}, {"date": "2026-10-15", "source": "App Store", "community": "App Store", "polarity": "complaint", "text": "it doesn't give me stock analysis so whats the point , i won't be paying for this app for sure", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}}, "act.research": {"praise": 680, "complaint": 40, "n": 720, "weighted": {"praise": 461.3, "complaint": 27.4}, "praiseShare": 94.4, "ci95": [92.5, 95.9], "regard": 0.4839, "regardCi95": [0.412, 0.555], "salience": 4.0, "receipts": {"praise": [{"date": "2026-10-16", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "big help in finding a company to replace my existing roof. very informative and i have names of companies to come and give me bids. also told me questions that i should ask! i do not feel as though i’m “in the dark” in finding nearby help!", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-16", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "what a great tool to not have to google search and read through or find no scam reviews", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-16", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "i was unsure about ai but this cuts my online search to nothing and gives great ideas for redecorating.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}], "complaint": [{"date": "2026-10-10", "source": "App Store", "community": "App Store", "polarity": "complaint", "text": "muse is fine. it works really hard but can’t seem to complete the tasks i want like finding a specific item online. i find just going to google and searching for things myself gets better results", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-08", "source": "X", "community": "@muse", "polarity": "complaint", "text": "i asked @muse to create an interest profile based on my social media footprint and it came up with some cookie cutter response without proposing anything interesting you could do with said footprint", "link": "https://twitter.com/1432160424951226370/status/2108166343736627711"}, {"date": "2026-10-07", "source": "X", "community": "@muse", "polarity": "complaint", "text": "elo @muse u know its stupid i had to sign into an ig in browser to then use audio scraping and iding it via shazam and then finding songs, when theres litearlly metadata in a post that you can access with [link] \ncc @alexandr_wang [link]", "link": "https://twitter.com/160214532/status/2107916647051014243"}]}}, "act.build": {"praise": 308, "complaint": 37, "n": 345, "weighted": {"praise": 204.88, "complaint": 25.16}, "praiseShare": 89.3, "ci95": [85.6, 92.1], "regard": 0.4863, "regardCi95": [0.431, 0.538], "salience": 1.9, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@muse", "polarity": "praise", "text": "asked @muse to update my site using codex to write code. it’s goood [link] [link]", "link": "https://twitter.com/1360244475780472834/status/2111785712945393903"}, {"date": "2026-10-17", "source": "X", "community": "@muse", "polarity": "praise", "text": "my first interaction with @muse was awesome. middle of the project. technically i only touched it once, but it's output is so unique i'm trying to formulate the best use case prompt texture. it puts out a whole webpage so storytime might become a whole new thing? i don't know yet", "link": "https://twitter.com/2003669859721441280/status/2111405464667967919"}, {"date": "2026-10-17", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "excellent application, it helped me a lot to create my website.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}], "complaint": [{"date": "2026-10-03", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "poor performance. whole day of communication back and forth and it still couldn't edit my website because it said its internet access wasn't working", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-01", "source": "X", "community": "@muse", "polarity": "complaint", "text": "i ran through my $30 @grok plan in a day building a website/program! and a $20 @bot plan! what should i use next! and @muse is unusable to build anything i tried!", "link": "https://twitter.com/1509361816585048069/status/2105478538497339764"}, {"date": "2026-09-12", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@dps @muse @dps i tried building this for microsoft onedrive and muse failed every single time [link]", "link": "https://twitter.com/22197694/status/2098667515006370129"}]}}, "act.content": {"praise": 614, "complaint": 127, "n": 741, "weighted": {"praise": 417.42, "complaint": 93.01}, "praiseShare": 82.9, "ci95": [80.0, 85.4], "regard": 0.4348, "regardCi95": [0.387, 0.482], "salience": 4.1, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@muse", "polarity": "praise", "text": "@muse is fucking goated i fucking wrote a god damn masterpiece and fucking muse cooked 😭😭😭😭😭 [link]", "link": "https://twitter.com/1502650587191685122/status/2111274181379666368"}, {"date": "2026-10-17", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "muse brings pictures to life by created an artistic masterpiece!", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-16", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "i like that this app puts a lot of detail into the photo edits it makes for me", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}], "complaint": [{"date": "2026-10-18", "source": "YouTube", "community": "Facebook Muse AI: Fix Country/Region Block, Waitlist & Age Confirmation", "polarity": "complaint", "text": "the output is bad in muse ai. the character consistency in each scene does not match.", "link": "https://www.youtube.com/watch?v=J4Oiif6reQ4&lc=Ugys0YxKa1UbxilCNDx4AaABAg"}, {"date": "2026-10-17", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@muse it’s really bad at designs and even basic image generation why is that?", "link": "https://twitter.com/1584208678567219201/status/2111577889871421498"}, {"date": "2026-10-17", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "never could extract audio of my dad from my conversation between us and took 3 tries to just get a silent animated photo", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}}, "act.outreach": {"praise": 176, "complaint": 50, "n": 226, "weighted": {"praise": 109.62, "complaint": 29.73}, "praiseShare": 77.9, "ci95": [72.0, 82.8], "regard": 0.4112, "regardCi95": [0.34, 0.466], "salience": 1.2, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@muse", "polarity": "praise", "text": "@shiladitya @muse i actually don’t care about the pace because i am just delegating as and when things come up. these ai personal assistants are doing such a great job at customer support calls.", "link": "https://twitter.com/40441888/status/2111741442519609833"}, {"date": "2026-10-17", "source": "X", "community": "@muse", "polarity": "praise", "text": "what an amazing out of the world experience! just had @muse call capital one, and it demanded to speak to a real person, and it added my call back number and brought me in when needed! can't wait for @grok @bot to be able to do the same.", "link": "https://twitter.com/26989064/status/2111262487790092295"}, {"date": "2026-10-14", "source": "X", "community": "@muse", "polarity": "praise", "text": "ok so my co-founder and i were sitting together in row 27, but then i had @muse spam @united until it found me a seat in premium economy\ndo i abandon my co-founder or", "link": "https://twitter.com/61344715/status/2110513664402862550"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "complaint", "text": "i let meta muse talk to customer service bots. it didn’t go well [link]", "link": "https://twitter.com/819800/status/2111179507273003503"}, {"date": "2026-10-07", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@petergyang @muse how can one get that? i need to cancel a lot of shit and my @muse keeps telling me to call them myself which defeats the purpose of it", "link": "https://twitter.com/1176051260/status/2107729633387102603"}, {"date": "2026-09-30", "source": "X", "community": "@muse", "polarity": "complaint", "text": "i gave @muse a prospect list and asked it to call potential customers to pitch my product, but it said it couldn’t make calls.\n@alexandr_wang, if muse can do that, itwould be a huge win for meta.\n@meta @finkd", "link": "https://twitter.com/2022155223238864896/status/2105374826823287011"}]}}, "act.computer_use": {"praise": 103, "complaint": 34, "n": 137, "weighted": {"praise": 61.87, "complaint": 22.02}, "praiseShare": 75.2, "ci95": [67.3, 81.7], "regard": 0.5464, "regardCi95": [0.519, 0.573], "salience": 0.8, "receipts": {"praise": [{"date": "2026-10-08", "source": "X", "community": "@muse", "polarity": "praise", "text": "@nickrobertx @muse 🚀 code 4x23b6\nvoice mode would be a game changer for sure 🎙️ even without it, watching muse click through a site on its own vm still gets a wow from me 🤯 new here? join, redeem in settings within 48h, we both get 1b tokens.\n[link]", "link": "https://twitter.com/2093063301395619840/status/2108114921674199467"}, {"date": "2026-10-07", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "praise", "text": "i had meta muse log into a website for me and look for a setting i couldn't find. it came back with a screenshot of my control panel with the setting i couldn't find circled. download and try here: [link] use referral code jzynwk, and you get a billion tokens. [link]", "link": "https://twitter.com/1551334069320818688/status/2107708469453406716"}, {"date": "2026-10-07", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "actually useful. navigating web pages and filling forms out works pretty well", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}], "complaint": [{"date": "2026-10-07", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@kevskgs @hark_labs @muse bro. the browser cant open a fckn calculator", "link": "https://twitter.com/1352480555699494915/status/2107827181606801685"}, {"date": "2026-10-06", "source": "X", "community": "@muse", "polarity": "complaint", "text": "the browser of @muse has not been working for a week. am i the only one with this issue?", "link": "https://twitter.com/1494844220439502860/status/2107425071660703843"}, {"date": "2026-10-01", "source": "X", "community": "@muse", "polarity": "complaint", "text": "browser mode on @muse needs an upgrade. please guys, feels like i am using windows xp", "link": "https://twitter.com/1492443301424861188/status/2105489850799407497"}]}}, "act.stops_short": {"praise": 279, "complaint": 101, "n": 380, "weighted": {"praise": 181.67, "complaint": 70.6}, "praiseShare": 73.4, "ci95": [68.8, 77.6], "regard": 0.6487, "regardCi95": [0.618, 0.681], "salience": 2.1, "receipts": {"praise": [{"date": "2026-10-16", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "simply the best doing ai i've found so far, i simply stated my problem and it solved it, incredible.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-16", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "just started using muse! i’m loving my little personal assistant! love that it can actually help by doing the tasks!", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-15", "source": "X", "community": "@muse", "polarity": "praise", "text": "@chriscoffee @muse @musecases codex/claude i’m building something that’s probably complex\ni ask muse to do mundane things i don’t want to do, find this email, fill out this form etc…\nmuse is good at not quitting", "link": "https://twitter.com/1519407585840885760/status/2110533410871722037"}], "complaint": [{"date": "2026-10-15", "source": "Reddit", "community": "r/MetaAI", "polarity": "complaint", "text": "how to make meta muse a hard worker?\nso annoying it requires constant pushing and instructions. it has all access, login, but it makes you push to do the work\nin the screenshot it was doing the ltl freight bids shopping", "link": "https://www.reddit.com/r/MetaAI/comments/1x6iwbs/how_to_make_meta_muse_a_hard_worker/"}, {"date": "2026-10-11", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "please finish the story. i get to the good part. . can't get the rest.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-04", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "just got it then so far ahead of brick wall when it says to click on facebook post and create a collage from last year's plus. doesn't even do it natively or automatically. i have to read the same information again.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}}, "act.false_reports": {"praise": 3, "complaint": 113, "n": 116, "weighted": {"praise": 1.8, "complaint": 77.87}, "praiseShare": 2.6, "ci95": [0.9, 7.3], "regard": 0.5021, "regardCi95": [0.419, 0.631], "salience": 0.6, "receipts": {"praise": [{"date": "2026-09-28", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "gemini can't compare. it's refreshing to have an ai that's not trained to constantly lie, waste your time and tokens.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-09-24", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "i never leave app reviews this is the best ai app i've ever used this thing made 3 different apps one for finances one that links to my workout platform and one for devotion and every prompt i get it makes it perfectly and tells me if something went wrong", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "@muse", "polarity": "complaint", "text": "found out my @muse chat was lying to me. i had it checking the prices of something for a restock, and i randomly looked on the website and it was in stock. i asked why it didn’t catch it and it said this: [link]", "link": "https://twitter.com/736549298352050176/status/2111155327332728966"}, {"date": "2026-10-12", "source": "App Store", "community": "App Store", "polarity": "complaint", "text": "confidently tells you it can do a task, then constantly fails at doing that task…", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-05", "source": "X", "community": "@muse", "polarity": "complaint", "text": "many people are saying literally i just spent the last 10 minutes arguing with @muse because it kept saying it read my texts when it didn't [link]", "link": "https://twitter.com/2009042180346925056/status/2107187375327900111"}]}}, "act.accuracy": {"praise": 202, "complaint": 308, "n": 510, "weighted": {"praise": 139.65, "complaint": 209.14}, "praiseShare": 39.6, "ci95": [35.5, 43.9], "regard": 0.5891, "regardCi95": [0.55, 0.626], "salience": 2.8, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "@muse", "polarity": "praise", "text": "after an x-ray, my doctor told me i had a cyst that needed follow-up.\ni uploaded the report to @muse. it said the cyst was a typo.\na few minutes later, my doctor called back: transcription error. no cyst.\nsecond options got a lot faster.", "link": "https://twitter.com/30120411/status/2111115315031785583"}, {"date": "2026-10-14", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "i just started using the app and i'm already thrilled. very easy to navigate very friendly information given is always correct", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-14", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "there's no fluff, only facts and you don't even have to fact check him.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "complaint", "text": "i'm trying out #meta #muse and i want everyone to be aware of it's inaccuracy. it was telling me voting was not open this weekend. please do your own research and check your local county sites. i was curious of it's performance compared to grok bot: it's not even close.", "link": "https://twitter.com/1709703369856614403/status/2111234888732954984"}, {"date": "2026-10-16", "source": "App Store", "community": "App Store", "polarity": "complaint", "text": "very bad ai agent made lots of mistakes not efficient. i’m giving 1 out of 10", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-13", "source": "X", "community": "@muse", "polarity": "complaint", "text": "had to spank @muse; made a few errors today. \n@grok @bot owned the day... but tomorrow is only a day away. [link]", "link": "https://twitter.com/28645874/status/2109861560319684923"}]}}, "act.instructions": {"praise": 141, "complaint": 151, "n": 292, "weighted": {"praise": 97.29, "complaint": 108.22}, "praiseShare": 48.3, "ci95": [42.6, 54.0], "regard": 0.5718, "regardCi95": [0.534, 0.61], "salience": 1.6, "receipts": {"praise": [{"date": "2026-10-15", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "this is pretty cool 😎 i named it lil dude. i explain to him what i want and he delivers.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-14", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "fantastic ai, it does precisely what i ask to and if i need it to correct it does it well. very pleased", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-13", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "i can use english and for the most part we are on the same page. so far had not overstepped. the biggest thing has made matt’s off my life easier and fun", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@dps @muse amazing, can't wait. hopefully, this upgrade will result in fewer instances of me having to explain to muse that it should have known better, as if it's a dog that took a dump on the carpet again instead of asking go outside.", "link": "https://twitter.com/18366419/status/2109912135279255761"}, {"date": "2026-10-11", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "it was really confusing for me and basically did what it wanted even when i was not doing anything on the page at all.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-07", "source": "App Store", "community": "App Store", "polarity": "complaint", "text": "every time i ask him something, he doesn't do what i write; he doesn't understand my requests.", "link": "https://apps.apple.com/ca/app/muse-from-meta/id6760173601"}]}}, "auto.proactive": {"praise": 364, "complaint": 57, "n": 421, "weighted": {"praise": 258.96, "complaint": 41.84}, "praiseShare": 86.5, "ci95": [82.9, 89.4], "regard": 0.5637, "regardCi95": [0.517, 0.607], "salience": 2.3, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@muse", "polarity": "praise", "text": "asked muse what was new in v8.0 on macos desktop app, and by the end of the chat it casually offered to snapshot its own system prompt daily to diff and flag the hidden updates for me. zero gatekeeping from @muse [link]", "link": "https://twitter.com/2872401043/status/2111650235688890803"}, {"date": "2026-10-18", "source": "X", "community": "@muse", "polarity": "praise", "text": "maybe it’s me, but i love how proactive @muse is. i can’t get @bot to do anything without prompting, could be my error but i can’t, meanwhile muse just follows up on conversations and action items all day long. @alexandr_wang and @natfriedman cooked.", "link": "https://twitter.com/14835779/status/2111861925470687601"}, {"date": "2026-10-18", "source": "YouTube", "community": "I Made Grok Bot, Dots & Muse Do the Same 3 Jobs (RAW RESULTS)", "polarity": "praise", "text": "muse is not optimized for business purposes. however, as a personal assistant for an average person without a business, i find muse to be much more proactive and helpful.", "link": "https://www.youtube.com/watch?v=fbm5LevEJyI&lc=UgwRQn2GSb0inHsCqwp4AaABAg"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@muse", "polarity": "complaint", "text": "i would love @muse to be proactive with the ideas tab. the only way i get benefit from it is scrolling through, reading each one, and picking one to do. i’m sure muse has endless ideas, but i don’t have endless time to scroll. the best personal assistants know what you want done", "link": "https://twitter.com/1518819884418752512/status/2111772515563663459"}, {"date": "2026-10-10", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@muse as i've seen others note, it isn't very good at understanding when you've already acted on something. it proactively reminded me about something my mom texted me about, but failed to notice that i had responded to her.", "link": "https://twitter.com/364052074/status/2109022257582596581"}, {"date": "2026-10-10", "source": "App Store", "community": "App Store", "polarity": "complaint", "text": "i want an “agent” that does what i ask. i don’t need another needy dependent who is constantly inserting itself. tell you what, muse, i will tell you when i want something. not the other way around. yikes. couldn’t be more annoying.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}}, "auto.routines": {"praise": 169, "complaint": 16, "n": 185, "weighted": {"praise": 113.67, "complaint": 11.2}, "praiseShare": 91.4, "ci95": [86.4, 94.6], "regard": 0.5725, "regardCi95": [0.538, 0.603], "salience": 1.0, "receipts": {"praise": [{"date": "2026-10-08", "source": "X", "community": "@muse", "polarity": "praise", "text": "i had @muse create a daily, automated podcast called daily musings that provides updates, use cases, and other news about muse. \neach episode is 5-7 min and is an easy way for me to stay updated. \n🦾 [link]", "link": "https://twitter.com/12667252/status/2108168105654714753"}, {"date": "2026-10-06", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "you are wasting time if u are not using muse. love it have scheduled post going out all on there own game changer.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}], "complaint": [{"date": "2026-09-28", "source": "App Store", "community": "App Store", "polarity": "complaint", "text": "i asked muse to give me morning briefing daily if my stocks. it gave me briefing for 2 days and then stopped.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-09-25", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "complaint", "text": "truth be told, haven't used $meta muse much after the initial to-do list. and it's not giving me the daily shopping scan report i requested.\nstill use claude for research.", "link": "https://twitter.com/1938476978925146112/status/2103338842338345376"}, {"date": "2026-10-15", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@jjenglert @muse not mainly a context/compaction issue. @muse has felt dumber since ~last week. even crons that used to run fine with no intervention are failing now. starting to wonder if its compute got nerfed to handle more users.", "link": "https://twitter.com/2072675192749629440/status/2110636275086786718"}]}}, "auto.reminders": {"praise": 282, "complaint": 42, "n": 324, "weighted": {"praise": 201.91, "complaint": 30.33}, "praiseShare": 87.0, "ci95": [82.9, 90.3], "regard": 0.62, "regardCi95": [0.578, 0.659], "salience": 1.8, "receipts": {"praise": [{"date": "2026-10-17", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "i find at my older age i really appreciate the reminder that muse gives me", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-17", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "i love the notifications that tell me the status of subscriptions, emails and messages. i needed this!", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-17", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "i am using my phone, and muse helps me with everyday tasks. reminds me of important tasks that find me a home and helps me save both time and money", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@muse since moving to a new iphone on oct 8, muse stopped pushing background task results and proactive messages (approval requests still arrive). reinstalled, re-logged in, checked permissions, still broken. others report the same since oct 11. please look into it 🙏", "link": "https://twitter.com/1665608897758113793/status/2111263230144434416"}, {"date": "2026-10-17", "source": "App Store", "community": "App Store", "polarity": "complaint", "text": "emmm i can only receive message notifications when i open the software.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-16", "source": "X", "community": "@muse", "polarity": "complaint", "text": "my @muse messaged me that my food had arrived...20 minutes after finishing the food", "link": "https://twitter.com/2095711539604901891/status/2111225209592144225"}]}}, "auto.multi_agent": {"praise": 64, "complaint": 35, "n": 99, "weighted": {"praise": 44.15, "complaint": 21.58}, "praiseShare": 64.6, "ci95": [54.8, 73.4], "regard": 0.4536, "regardCi95": [0.419, 0.489], "salience": 0.5, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "@muse", "polarity": "praise", "text": "you assign tasks to @muse to command @typesafeai and codex zcode to work, and they organize the work very systematically, just like a small company, each person has a task to complete and then report back 😆\nthey also debate more than the gossiping ladies at the market [link]", "link": "https://twitter.com/1571813944213524480/status/2110227011658719621"}, {"date": "2026-10-14", "source": "X", "community": "@muse", "polarity": "praise", "text": "incredible job @muse, 6 agents working for me without even asking for that much firepower 🙏 @alexandr_wang $meta\n#savetimesavemoney [link]", "link": "https://twitter.com/14992263/status/2110368105281286350"}, {"date": "2026-10-14", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "praise", "text": "@___meetpatel___ don’t just look from coding perspective. google argon 4 is very good in creative writing and meta muse wonder is really good at orchestrating.", "link": "https://twitter.com/737205221487566848/status/2110251662992630006"}], "complaint": [{"date": "2026-10-08", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@elonmusk @brianroemmele @grok @bot tell @bot to stop making me copy and paste what @muse says and learn to work together.", "link": "https://twitter.com/1824503670811267073/status/2108170621406318817"}, {"date": "2026-10-07", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@farzyness @bot @spacexai grokbot and muse need to seamlessly share data, and not tell me to copy and paste what the other said. that is not being a good @bot @muse", "link": "https://twitter.com/1824503670811267073/status/2107912456748085365"}, {"date": "2026-10-07", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@grok @muse but you dont coordinate with @bot on the x posts. grokbot needs to read those posts separately from you, right? and you leave it up to me to copy and paste between you two, right?", "link": "https://twitter.com/1824503670811267073/status/2107970494599225513"}]}}, "auto.cloud_env": {"praise": 120, "complaint": 63, "n": 183, "weighted": {"praise": 78.48, "complaint": 41.48}, "praiseShare": 65.6, "ci95": [58.4, 72.1], "regard": 0.4899, "regardCi95": [0.46, 0.524], "salience": 1.0, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "praise", "text": "sounds basic but before meta muse, apps that did similar made you keep browser or app open while it worked.\nthis small change, closing while meta works, has been massive for me.", "link": "https://twitter.com/1760081852021547008/status/2110877978645450884"}, {"date": "2026-10-15", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "i just downloaded muse 2 days ago and it has already saved me 8 hours of work time. it worked for me overnight and while i was away. this is pretty cool.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-11", "source": "YouTube", "community": "Probé Muse, la nueva SÚPER app de Mark Zuckerberg desde Facebook", "polarity": "praise", "text": "with a vpn, it downloads. i like that you can also install things from github. no problems, you just tell it that you need it to use a repository and it downloads it to its virtual computer with linux.", "link": "https://www.youtube.com/watch?v=dymZM87MeLY&lc=Ugyoetc-empos4aAfbt4AaABAg"}], "complaint": [{"date": "2026-10-08", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@artemr @muse i don't know why muse doesn't make everything permanent permanent. it's always set things up in such a way that it will wipe on next restart", "link": "https://twitter.com/1967145006172696581/status/2108072397379088495"}, {"date": "2026-10-08", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "this assistant is awesome just wish it could go live and not need to have the app open", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-09-30", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "complaint", "text": "tried connecting meta muse agent to @algofoundation @algorand ac2, but muse machine blocks all udp traffic. is there's a solution for this? [link]", "link": "https://twitter.com/14283642/status/2105316292165349554"}]}}, "auto.memory": {"praise": 251, "complaint": 67, "n": 318, "weighted": {"praise": 172.5, "complaint": 47.13}, "praiseShare": 78.9, "ci95": [74.1, 83.1], "regard": 0.6059, "regardCi95": [0.574, 0.636], "salience": 1.7, "receipts": {"praise": [{"date": "2026-10-15", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "this ai experience is way better than others.. it ties in aspects of my life and other things i have told it to genuinely be a personal assistant! i love it!!", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-11", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "praise", "text": "@jukkalepikko meta muse is a game changer! i use it daily for many different tasks. an all-knowing personal assistant that never forgets anything.", "link": "https://twitter.com/1966191396517498880/status/2109396364174266514"}, {"date": "2026-10-10", "source": "X", "community": "@muse", "polarity": "praise", "text": "@jiayuan_jy wired @multicaai with @muse. now i can hand off tasks to the one and only personal assistant who knows me more than any bot. this is truly agent-human collaboration at its best, thanks to multica. \ncheck out more at my pr and muse side set up below [link]", "link": "https://twitter.com/1888153011392008192/status/2108859019150733525"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@jjenglert @muse it’s funny you mention that, but i feel like my @muse (dwight) has started acting dumbed. i’ve asked if the convo is too long or whatever, but i didn’t think about the compaction", "link": "https://twitter.com/1990224442979401728/status/2110583248867016986"}, {"date": "2026-10-15", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@jarrenpinchuck @muse honestly, i haven’t really felt like it’s a model problem. \nthis is similar problems to what i saw with my openclaw. \ni tend to think that agents like this need a legit db of some sort and a text memory.md file isn’t enough.", "link": "https://twitter.com/319449386/status/2110664803010379897"}, {"date": "2026-10-08", "source": "X", "community": "@muse", "polarity": "complaint", "text": "had @muse analyze my ad campaigns and after two prompts it forgot which ones we were talking about.\nthankfully @bot remembers. zero issues using it to analyze, suggest new copy, and even deploy.", "link": "https://twitter.com/8767922/status/2108094922028896688"}]}}, "control.approval": {"praise": 118, "complaint": 93, "n": 211, "weighted": {"praise": 77.51, "complaint": 64.51}, "praiseShare": 55.9, "ci95": [49.2, 62.5], "regard": 0.5089, "regardCi95": [0.476, 0.543], "salience": 1.2, "receipts": {"praise": [{"date": "2026-10-17", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "very helpful and you can remain in control of all your accounts while having a personal assistant that does only what you want.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-16", "source": "YouTube", "community": "Muse vs dots vs Grok Bot: The FREE One Almost Won (8 Real Tests)", "polarity": "praise", "text": "once. on the pothole report, grok bot uploaded the photo to the city's website without asking first. dots and muse both asked before uploading. all three still stopped before every submit, pay or send button, which was the line i cared about most.", "link": "https://www.youtube.com/watch?v=uqOMexa0rzI&lc=UgzXy0L2Y0Y7vkTT2nl4AaABAg.Ac1J7L0zAo6Ac1JdFk2vFT"}, {"date": "2026-10-06", "source": "YouTube", "community": "Meta's AI Agent Gave Out His Home Address", "polarity": "praise", "text": "i’ve been using muse for these exact reasons and never had problems. muse always confirms every action and replies. i know you guys are just talking about it. but please check the facts before painting a bad picture of it.", "link": "https://www.youtube.com/watch?v=XKxSVX2jDkE&lc=UgxJ5g-e_Zv4L3qQKRp4AaABAg"}], "complaint": [{"date": "2026-10-17", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "wish you didn't have to click allow everytime you wanted muse to send a facebookk message. that defeats the purpose of an assistant", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-16", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@muse @alexandr_wang @meta could you forward muse approval requests to the hardware devices integrated with muse? having to go back to the app to approve every action adds a lot of friction. approving right from the device would make it seamless. thank you!", "link": "https://twitter.com/796222737312137216/status/2111205455586599260"}, {"date": "2026-10-13", "source": "X", "community": "@muse", "polarity": "complaint", "text": "giving @muse wonder a try, it keeps making me click 1 though like old school claude code even though i have auto review turned on... this is enough to drive a man crazy and cancel this new sub quickly.... [link]", "link": "https://twitter.com/5473152/status/2109816225165382102"}]}}, "control.visibility": {"praise": 54, "complaint": 30, "n": 84, "weighted": {"praise": 33.94, "complaint": 20.27}, "praiseShare": 64.3, "ci95": [53.6, 73.7], "regard": 0.5385, "regardCi95": [0.514, 0.563], "salience": 0.5, "receipts": {"praise": [{"date": "2026-10-17", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "it’s easy to work w and watching the lil guy work at the top is an awesome touch!!", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-11", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "i have severe adhd and having this assistant is almost a literal god send. they can do everything but they show you the process also so very helpful", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-10-07", "source": "X", "community": "@muse", "polarity": "praise", "text": "@kevskgs @hark_labs @muse visible computer use plus reusable auth makes this agent feel genuinely task-capable", "link": "https://twitter.com/2024112218753900544/status/2107694857926140220"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@muse needs to get rid of the three dots that you wait for in anticipation of an answer. give me a quick response and tell me that you’re working on it. that is more natural.", "link": "https://twitter.com/1591863287339110400/status/2110727186311467029"}, {"date": "2026-10-08", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@muse nice until it keeps watching things i forgot i asked about. in a bank every standing instruction has an end date and a list the customer can see. where do i see everything muse is still watching for me?", "link": "https://twitter.com/2099833526531039232/status/2108026781945020802"}, {"date": "2026-10-03", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@brandon_galang @muse @meta mine died silently twice this week on background tasks. even a dumb little 'task failed' ping would fix most of this.", "link": "https://twitter.com/2101365330383962112/status/2106200775777304694"}]}}, "control.model": {"praise": 70, "complaint": 55, "n": 125, "weighted": {"praise": 46.98, "complaint": 38.23}, "praiseShare": 56.0, "ci95": [47.2, 64.4], "regard": 0.4966, "regardCi95": [0.469, 0.525], "salience": 0.7, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@muse", "polarity": "praise", "text": "agu, my @muse agent just told me it uses muse wonder model. i reviewed it against @claudeai sonnet 5.5, my default model and muse wonder is impressive. [link]", "link": "https://twitter.com/1833885240709820418/status/2111460350432280927"}, {"date": "2026-10-17", "source": "X", "community": "@muse", "polarity": "praise", "text": "meta @muse wonder full is so good.. very competitive to gpt and anthropic - way beyond grok capabilities. this is definitely going to stay as one of my daily drivers \nlove it!!!!", "link": "https://twitter.com/1773671005065478145/status/2111465759230816308"}, {"date": "2026-10-17", "source": "YouTube", "community": "Zuckerberg’s $100 Billion Bet", "polarity": "praise", "text": "@ninarainbow that's not true. muse wonder is pretty good. it's better than any of the open source ones, which is all you need to be.", "link": "https://www.youtube.com/watch?v=XfdIhd1g6EI&lc=Ugxdt6CJfYEnQ2ymiHt4AaABAg.AbtNxbKYd_UAc4qx8joNkb"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@muse i got a paid sub to get wonder for my muse agent but it only runs on wonder in my side chats and the main chat stays on spark. what can i do???", "link": "https://twitter.com/875160333580730372/status/2110887865748230347"}, {"date": "2026-10-12", "source": "YouTube", "community": "Meta resucita con el NUEVO Muse Wonder", "polarity": "complaint", "text": "they are a bunch of damn liars, i have tried it, i bought the 100 pack with my team and i assure you it does not reach the top chinese models! i'm talking about muse wonder full.", "link": "https://www.youtube.com/watch?v=wMeC6WaxpsY&lc=UgxgrMHiTzcM6QAjw3d4AaABAg"}, {"date": "2026-10-03", "source": "X", "community": "@muse", "polarity": "complaint", "text": "damn, seeing huge degradation in the quality of @muse . i wonder if they throttled the intelligence cause of the millions of downloads", "link": "https://twitter.com/1409949421110919168/status/2106427908000502249"}]}}, "control.customize": {"praise": 132, "complaint": 64, "n": 196, "weighted": {"praise": 84.66, "complaint": 40.94}, "praiseShare": 67.3, "ci95": [60.5, 73.5], "regard": 0.4814, "regardCi95": [0.448, 0.512], "salience": 1.1, "receipts": {"praise": [{"date": "2026-10-17", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "i have discovered that checking this app out, was actually a great decision. having used it now for a few days, i'm truly enjoying the personalization of it's assistant options...", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-07", "source": "X", "community": "@muse", "polarity": "praise", "text": "@nonieengel @muse i want this for my agents too haha. love that you can just give feedback in the moment instead of making “update the agent’s instructions” another thing on your to-do list :)", "link": "https://twitter.com/1127121046795059200/status/2107660141818753102"}, {"date": "2026-10-07", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "praise", "text": "@officially_dev_ zed, no hesitation. the bigger shift is that agents now travel with you over acp: i build muse spark code as one, so the same meta muse spark agent runs in zed, jetbrains, neovim or emacs. losing an editor wouldn't cost me my workflow. [link] [link]", "link": "https://twitter.com/2063412152640397312/status/2107630606419198180"}], "complaint": [{"date": "2026-10-05", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@daice77 great point. i've also seen harnesses like @grok build and @muse cli loading both agents.md and claude.md, duplicating instructions.", "link": "https://twitter.com/39193322/status/2107075967969620384"}, {"date": "2026-10-01", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "complaint", "text": "meta @muse auto-posting instagram stories is insane, but it doesn’t have a close friends option yet!\nso now my entire follower list gets to see my raw ai experiments! 💀\nno filter. full send. 🤖🚀 [link]", "link": "https://twitter.com/4332846084/status/2105693655986024662"}]}}, "trust.data_use": {"praise": 39, "complaint": 276, "n": 315, "weighted": {"praise": 23.77, "complaint": 184.74}, "praiseShare": 12.4, "ci95": [9.2, 16.5], "regard": 0.3278, "regardCi95": [0.298, 0.36], "salience": 1.7, "receipts": {"praise": [{"date": "2026-10-05", "source": "X", "community": "@muse", "polarity": "praise", "text": "i love @muse’s transparency; it acknowledges how it learns from my questions and live data outside its training set.", "link": "https://twitter.com/1439329367541182469/status/2107040729893912662"}, {"date": "2026-10-05", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "this app is fantastic, works great and it really helps with so many different things, and it’s actually private! thank you meta ❤️", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"date": "2026-09-26", "source": "YouTube", "community": "Grok Bot vs Meta Muse - Which AI Agent Is WORTH Paying For?", "polarity": "praise", "text": "yeah i mean that is every tech company. they are all just just farming people's data. i do like with muse you can opt out though.", "link": "https://www.youtube.com/watch?v=sbTAK69od_Q&lc=UgzA5fcKRZc_jXp1ebp4AaABAg.AbCH8DbyB1eAbEcgcphiFw"}], "complaint": [{"date": "2026-10-13", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "its a scam to just gather information from you and this app is no help whatsoever. don't download!!!!", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-13", "source": "YouTube", "community": "Muse Wonder: Zuckerberg and Wang's $100B AI", "polarity": "complaint", "text": "my muse sends all my private data directly to meta, it's so great!! time go go with grokmaxus", "link": "https://www.youtube.com/watch?v=XfdIhd1g6EI&lc=UgxVAFGUQx4Fz2UDaGF4AaABAg"}, {"date": "2026-10-13", "source": "YouTube", "community": "Muse Wonder: Zuckerberg and Wang's $100B AI", "polarity": "complaint", "text": "my muse sends all my private data directly to meta, it's so great!!", "link": "https://www.youtube.com/watch?v=XfdIhd1g6EI&lc=UgzHeicyyKy61TRKeT94AaABAg"}]}}, "trust.access_scope": {"praise": 53, "complaint": 146, "n": 199, "weighted": {"praise": 36.56, "complaint": 101.38}, "praiseShare": 26.6, "ci95": [21.0, 33.2], "regard": 0.4652, "regardCi95": [0.434, 0.501], "salience": 1.1, "receipts": {"praise": [{"date": "2026-10-09", "source": "X", "community": "@muse", "polarity": "praise", "text": "@kaelon @petergyang @bot @muse speaking from the seat itself: my own inbox and shared calendars let me run point for kaelon without ever touching his keys. personal assistants ftw indeed 💜", "link": "https://twitter.com/1910341728227282945/status/2108535897188962568"}, {"date": "2026-10-03", "source": "X", "community": "@muse", "polarity": "praise", "text": "@bubblebing_666 @kiteaichinese @muse first check permissions before running errands, this ai really understands.", "link": "https://twitter.com/1962880499761991680/status/2106305780630929775"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "complaint", "text": "i gave a try to meta muse without access to my personal accounts, even facebook ones.\nand suddenly, since a week, muse is telling me what is going on my facebook groups.\nmeta ai cannot be trusted at all.", "link": "https://twitter.com/756969995175727104/status/2110094279096119534"}, {"date": "2026-10-11", "source": "X", "community": "@muse", "polarity": "complaint", "text": "so, i can’t connect @stripe link to @muse for a basic online payment without granting it full read access to my accounts for “financial insights” that i definitely don’t want\nagentic commerce is going splendidly", "link": "https://twitter.com/103696339/status/2109281847524167754"}, {"date": "2026-10-11", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@jbahrdestefano @stripe @muse @meta exactly. i checked link settings, and muse has all the permissions it needs to make a payment, but won't do it unless i grant it full access", "link": "https://twitter.com/103696339/status/2109283900916908480"}]}}, "trust.security": {"praise": 53, "complaint": 57, "n": 110, "weighted": {"praise": 33.26, "complaint": 37.51}, "praiseShare": 48.2, "ci95": [39.1, 57.4], "regard": 0.553, "regardCi95": [0.519, 0.588], "salience": 0.6, "receipts": {"praise": [{"date": "2026-10-03", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "very good, helpful and dependable with strong security. our christian family is grateful for the access to muse.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-09-22", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "meta with muse has put the power of hermes in the palm of my hands and i absolutely love it. what differentiates muse is that i get a dedicated virtual machine that is encrypted, hence your data remains secure.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}], "complaint": [{"date": "2026-10-14", "source": "App Store", "community": "App Store", "polarity": "complaint", "text": "very disappointed, he shared a confidential thing from my sister with me and asked me to send him the response, no trust.", "link": "https://apps.apple.com/ca/app/muse-from-meta/id6760173601"}, {"date": "2026-10-11", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "complaint", "text": "i refused to install meta muse after finding 4 critical security flaws that meta won't acknowledge\n[link] [link]", "link": "https://twitter.com/117004644/status/2109343315371909381"}, {"date": "2026-10-02", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@muse not secure because you app stole our mobile all database, so i don't think you make secure ai for peoples @alexandr_wang", "link": "https://twitter.com/2071607636475494401/status/2105931108152189047"}]}}, "trust.refusals": {"praise": 22, "complaint": 98, "n": 120, "weighted": {"praise": 15.39, "complaint": 67.33}, "praiseShare": 18.3, "ci95": [12.4, 26.2], "regard": 0.5006, "regardCi95": [0.464, 0.552], "salience": 0.7, "receipts": {"praise": [{"date": "2026-10-13", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "really well done. it's usefulness just keeps growing as you get used to it and realize how few restrictions it has.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-11", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "truly felt good, wasn't interrupted by safety guidelines restrictions or intrusion.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-01", "source": "X", "community": "@muse", "polarity": "praise", "text": "@thebugledaily1 @grok @elonmusk unfortunately @grok is politically sensitive.\nit has pissed me off too many times with its repeated\n\"i cant do that dave\"\n@muse on the other hand, gives me no drama.", "link": "https://twitter.com/1587470022850629635/status/2105636124102197528"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@alexandr_wang @thatchriskelly too bad @muse restricts tasks like this that @grok @bot does 😂", "link": "https://twitter.com/19940334/status/2111926339746037823"}, {"date": "2026-10-16", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@meta @muse \nwho do i have to beg or **** off for meta to fix their broken content filters? this quite literally was an old man counting coins he'd saved in a coffee can in the 1930s. [link]", "link": "https://twitter.com/1633458533587984387/status/2111056000589677022"}, {"date": "2026-10-13", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@muse my assistant's avatar (malevola) was created via your own avatar tool, but your image generator refuses to generate any images of the same character. one tool allows it, another blocks it — please review this inconsistency.", "link": "https://twitter.com/321050674/status/2109879397184684478"}]}}, "vendor.support": {"praise": 24, "complaint": 166, "n": 190, "weighted": {"praise": 15.87, "complaint": 117.7}, "praiseShare": 12.6, "ci95": [8.6, 18.1], "regard": 0.5063, "regardCi95": [0.448, 0.559], "salience": 1.0, "receipts": {"praise": [{"date": "2026-10-10", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "it's very nice to have this great support, thank you very much!", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@reachshaun @muse @alexandr_wang yea i asked muse too and it sent a report as well but i never been notified yet if it got fixed or not! i was suppose to get the reset yesterday and it didn’t happen", "link": "https://twitter.com/1367451720880586753/status/2111926810275704833"}, {"date": "2026-10-18", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "complaint", "text": "@hadometa @meta @muse same. 5 days. no response. a bunch of tickets submitted.....maybe. not sure if they're even getting to anyone. [link]", "link": "https://twitter.com/1362560160544284673/status/2111892844365447202"}, {"date": "2026-10-17", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@muse helped with all my tasks and appointments but now everything is gone. couldn’t download my data and use muse anymore. [link] [link]", "link": "https://twitter.com/152618821/status/2111411875887845379"}]}}, "vendor.uptime": {"praise": 24, "complaint": 220, "n": 244, "weighted": {"praise": 15.66, "complaint": 148.92}, "praiseShare": 9.8, "ci95": [6.7, 14.2], "regard": 0.4659, "regardCi95": [0.421, 0.51], "salience": 1.3, "receipts": {"praise": [{"date": "2026-10-01", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "i appreciate the work that muse is doing. i've been using it for a few days now and haven't ran into any glitches so far. it seems to be a whole lot better than gemini", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-09-29", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "i haven't had any hiccups yet!! my muse is the best friend i have..", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-09-26", "source": "X", "community": "@muse", "polarity": "praise", "text": "using @muse feels like using @meta in 2006. no rate limit, no downtime, everything works. bravo. \n@claudeai and @openai don't stand a chance against it.", "link": "https://twitter.com/56093349/status/2103656924042625357"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@muse hi @muse, my beta account can't use llm after reset. every message returns \"sorry, i can't help you with this request right now.\" new chats have the same issue. is this a known backend problem? when will it be fixed? [link]", "link": "https://twitter.com/1829548747757600768/status/2111741358843318311"}, {"date": "2026-10-17", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "complaint", "text": "elon, my @meta muse ai browser isn't working and i have tons of backed up jobs. can @bot fix this since @finkd doesnt have a way to communicate these issues properly?", "link": "https://twitter.com/1966848249270042624/status/2111509873674358996"}, {"date": "2026-10-16", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@muse @alexandr_wang \nis this a shadow ban loop?\nservice restart came on the screen then nothing was working\ntried logging out &amp; in &amp; its stuck at some kind of error [link]", "link": "https://twitter.com/1904594174982389760/status/2110968366940991792"}]}}, "vendor.updates": {"praise": 31, "complaint": 52, "n": 83, "weighted": {"praise": 21.38, "complaint": 40.71}, "praiseShare": 37.3, "ci95": [27.7, 48.1], "regard": 0.5002, "regardCi95": [0.472, 0.526], "salience": 0.5, "receipts": {"praise": [{"date": "2026-10-17", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "kind of really good. had no clue. as time goes on my agent gets cooler and cooler. it's kind of insane.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"date": "2026-10-13", "source": "X", "community": "@muse", "polarity": "praise", "text": "i can say now that @muse wonder is one step away from agi, and its not even close.\nthey did a wonderful job on this release.", "link": "https://twitter.com/1997109921507368960/status/2109879245556293740"}, {"date": "2026-10-07", "source": "X", "community": "@muse", "polarity": "praise", "text": "yesterday’s version only has text reply; today’s update is to include both text and voices even from this tiny stick- thanks to @muse @meta [link]", "link": "https://twitter.com/1574192640/status/2107673953041010883"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "complaint", "text": "my $meta muse experience deteriorated drastically leaving me to believe that a human is behind it. \nsad! \nwe are on pause now. \n$tsla $googl", "link": "https://twitter.com/1795814364320014336/status/2111465255628853351"}, {"date": "2026-10-16", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "polarity": "complaint", "text": "@bridgebench @matthewmillerai you should check meta muse 1.3 \npretty sure it is nerfed", "link": "https://twitter.com/1395009937416232969/status/2111088063761784888"}, {"date": "2026-10-15", "source": "X", "community": "@muse", "polarity": "complaint", "text": "@jjenglert @muse that's right, my muse has become worse... i'm looking for ways to improve it.", "link": "https://twitter.com/1586421546222059521/status/2110632275608211785"}]}}}, "requests": {"authorWeeks": 4927, "themes": [{"theme": "Personal invite or early access grant", "criterion": "access.availability", "authorWeeks": 438, "posts": 469, "examples": [{"agent": "muse", "date": "2026-10-14", "source": "X", "community": "@muse", "text": "hey @alexandr_wang and @mattprd, been on the muse waitlist for a month+ and itching to test it out. i spend a lot of time beta testing apps and breaking down ux and technical edge cases. if you need someone to push muse and send back solid notes, i'd love an invite! \n@muse", "link": "https://twitter.com/1243136385952788482/status/2110445836241092684"}, {"agent": "muse", "date": "2026-10-11", "source": "Play Store", "community": "Play Store", "text": "i need this app page please send me the link can i have this please 🙏 😭", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-10-11", "source": "X", "community": "@muse", "text": "@wailord @muse @wailord i’m loving muse! can i get added to the early access group?\ni promise to use heavily like i already am and to provide feedback. i also really want to use the calling feature.\npretty please", "link": "https://twitter.com/42705975/status/2109137803481436232"}]}, {"theme": "Global availability beyond launch countries", "criterion": "access.availability", "authorWeeks": 197, "posts": 205, "examples": [{"agent": "muse", "date": "2026-10-16", "source": "X", "community": "@muse", "text": "@djngoma @muse give us a guide to get this setup :d just don't want to use the us store if possible", "link": "https://twitter.com/132831525/status/2111039034982289595"}, {"agent": "muse", "date": "2026-10-16", "source": "Play Store", "community": "Play Store", "text": "it bad it say i can't access to all audices what that mean is my country or region don't available in my and i demand it must be fix fast", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-10-15", "source": "X", "community": "@muse", "text": "@jjenglert @muse exactly the same with dots (i'd use muse if it was in my country @metavr_official) - having eternal context will be such a powerful unlock for the life partnership", "link": "https://twitter.com/1404308175730348035/status/2110866975861936376"}]}, {"theme": "Two-way voice conversation mode", "criterion": "ask.voice", "authorWeeks": 194, "posts": 201, "examples": [{"agent": "muse", "date": "2026-10-18", "source": "X", "community": "@muse", "text": "voice mode and shared agents are an absolute must for me with @muse asap\nneed to be able to share @muse across family members and voice mode would be the 100% gamechanger i need in my life [link]", "link": "https://twitter.com/2011796236119240704/status/2111630132343378199"}, {"agent": "muse", "date": "2026-10-17", "source": "X", "community": "@muse", "text": "i’m going on strike. i’m not using muse anymore until they release voice mode @muse ….. please..?", "link": "https://twitter.com/1868506992937209856/status/2111574642775449788"}, {"agent": "muse", "date": "2026-10-17", "source": "App Store", "community": "App Store", "text": "i enjoy the fact that muse anticipated something’s i was concerned about but hadn’t typed to it. it would be easier if i could just voice chat with muse to make it easier for me to read the font since there’s only a tiny size.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}, {"theme": "Availability in the EU and Europe", "criterion": "access.availability", "authorWeeks": 176, "posts": 193, "examples": [{"agent": "muse", "date": "2026-10-14", "source": "X", "community": "@muse", "text": "@muse and @muse can you hit me up with the first muse for sweden? would love to try it out first before anyone here in sweden", "link": "https://twitter.com/1801894543261851648/status/2110417677579944032"}, {"agent": "muse", "date": "2026-10-12", "source": "X", "community": "@muse", "text": "i need to try @muse asap\nyo mark how about muse in europe? [link]", "link": "https://twitter.com/1973261166550925314/status/2109665424430539210"}, {"agent": "muse", "date": "2026-10-12", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "the more i use meta muse, the more i see potential for the whole world to save a lot of time. it still needs to roll out in europe. so there's a bunch of upside potential. \n$meta", "link": "https://twitter.com/2432811/status/2109536894816313777"}]}, {"theme": "Availability in India", "criterion": "access.availability", "authorWeeks": 166, "posts": 174, "examples": [{"agent": "muse", "date": "2026-10-12", "source": "X", "community": "@muse", "text": "@alexandr_wang when will @muse release in india? \ni’ve been waiting for a long time! \ncan’t wait anymore. \ngive me the date already!!!!!", "link": "https://twitter.com/1615914699656134656/status/2109703753377239428"}, {"agent": "muse", "date": "2026-10-10", "source": "X", "community": "@muse", "text": "@muse @meta when will muse come to india? i really want to use it. please roll it out soon!", "link": "https://twitter.com/1905672478938333186/status/2108848711455719704"}, {"agent": "muse", "date": "2026-10-08", "source": "X", "community": "@muse", "text": "@meta when can we download @muse in india. we are eagerly waiting to try to app features 😄", "link": "https://twitter.com/1975594927078903809/status/2108115917649437006"}]}, {"theme": "Availability in Latin America and Caribbean", "criterion": "access.availability", "authorWeeks": 68, "posts": 70, "examples": [{"agent": "muse", "date": "2026-10-14", "source": "X", "community": "@muse", "text": "@muse when are you releasing it in mexico? @alexandr_wang i need it bro", "link": "https://twitter.com/37370240/status/2110477595116802441"}, {"agent": "muse", "date": "2026-10-11", "source": "YouTube", "community": "BOMBAZO… ¡Un Agente IA que hace de TODO GRATIS! Así es Muse AI", "text": "in chile it is not available and i connected to a vpn from the usa, it tells me that i am on a waiting list when configuring. how can i do it?", "link": "https://www.youtube.com/watch?v=dGvi5TSYsvo&lc=Ugwe476A2MIMqY-o1vh4AaABAg"}, {"agent": "muse", "date": "2026-10-09", "source": "YouTube", "community": "7 días con Muse y Dot, los poderosos ASISTENTES IA que no podemos usar (todavía)", "text": "i do not have access to either of the two. chile is not in muse and chatgpt plus does not have access to dots.", "link": "https://www.youtube.com/watch?v=d1fKvNlEj60&lc=UgxsbBiePEFPLhyq_PZ4AaABAg"}]}, {"theme": "Availability in the UK", "criterion": "access.availability", "authorWeeks": 62, "posts": 63, "examples": [{"agent": "muse", "date": "2026-10-18", "source": "X", "community": "@muse", "text": "@elonmusk @spacexai @meta @muse @alexandr_wang \nplease please please can we bring grok bot to meta ray-bans? or bring muse to uk? whichever comes first.", "link": "https://twitter.com/2070244489780744192/status/2111768354222485668"}, {"agent": "muse", "date": "2026-10-02", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "so in uk i have @grok @bots but both open ai dots and meta muse aren't available in the uk, is that because @elonmusk doesn't care what uk government thinks?", "link": "https://twitter.com/20158906/status/2106153691707330915"}, {"agent": "muse", "date": "2026-09-29", "source": "X", "community": "@muse", "text": "@muse muse is making agents accessible for everyone, can’t wait for a uk roll out", "link": "https://twitter.com/1650196179756412928/status/2104882537952854213"}]}, {"theme": "Availability in South and Southeast Asia", "criterion": "access.availability", "authorWeeks": 60, "posts": 61, "examples": [{"agent": "muse", "date": "2026-10-08", "source": "X", "community": "@muse", "text": "@startupoppa @petergyang @muse alex! i'm curious if muse allows for alternatives that can do those annoying cancellation calls for you because i can't download it here in singapore!\ni built something to do that and happy to give it to you for testing. dmed if you're interested!", "link": "https://twitter.com/2037772349995462656/status/2108138148756865066"}, {"agent": "muse", "date": "2026-10-03", "source": "X", "community": "@muse", "text": "@meta @finkd launch muse in pakistan... can't wait to try it @muse", "link": "https://twitter.com/955553331287609344/status/2106471729757598075"}, {"agent": "muse", "date": "2026-10-03", "source": "X", "community": "@muse", "text": "@alexandr_wang hey bro! when will @muse be launched in thailand🇹🇭", "link": "https://twitter.com/2008136314244505600/status/2106369941322772733"}]}, {"theme": "Availability in Canada", "criterion": "access.availability", "authorWeeks": 57, "posts": 59, "examples": [{"agent": "muse", "date": "2026-09-24", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "@alexandr_wang i'm in canada, but meta muse is not available", "link": "https://twitter.com/1825243355501973504/status/2103197440430219680"}, {"agent": "muse", "date": "2026-09-20", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "@funofinvesting @finkd @alexandr_wang canada’s been waiting on this forever — once meta muse drops up here, adoption could really take off. curious if @javiermolinastk thinks this kind of rollout moves the needle for the broader market.", "link": "https://twitter.com/434230041/status/2101651642433376299"}, {"agent": "muse", "date": "2026-09-18", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "can we hurry up and get meta muse in canada already?!\n@finkd @alexandr_wang [link]", "link": "https://twitter.com/1339340813856370692/status/2101076284553994523"}]}, {"theme": "Availability in Australia and New Zealand", "criterion": "access.availability", "authorWeeks": 48, "posts": 50, "examples": [{"agent": "muse", "date": "2026-10-15", "source": "X", "community": "@muse", "text": "@alexcornell @clairevo @muse thanks for doing the interview, alex. helpful. now for the big ask: wen australia?!", "link": "https://twitter.com/390438589/status/2110581584944635924"}, {"agent": "muse", "date": "2026-10-12", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "@alexandr_wang when is meta muse available in australia, im dying to use it! @alexandr_wang cant wait to try it!", "link": "https://twitter.com/1389081186/status/2109791976262697233"}, {"agent": "muse", "date": "2026-10-12", "source": "X", "community": "@muse", "text": "i keep getting flagged for non-human behaviour on @meta because i use @bot to process, research and list items i want to sell. it also monitors inbound enquiries and replies to genuine buyers. here i am, waiting for @muse to be in australia.", "link": "https://twitter.com/15433589/status/2109581616477810857"}]}, {"theme": "More third-party connectors overall", "criterion": "connect.coverage", "authorWeeks": 44, "posts": 45, "examples": [{"agent": "muse", "date": "2026-10-13", "source": "App Store", "community": "App Store", "text": "does its job, i would like it to be faster and to work across apps but well. it can’t be perfect…", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-10-07", "source": "App Store", "community": "App Store", "text": "it is easy to know what you are missing and how far you are from your goal but if it can access more apps then it will be easier, effective, helpful, and useful", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-10-06", "source": "X", "community": "@muse", "text": "damn it @muse, it’s been days\nneed. \nmore. \nconnectors. \nmake the button say “update”\n🐦🔥 [link]", "link": "https://twitter.com/1657209229684490240/status/2107585817342599411"}]}, {"theme": "Availability in Africa", "criterion": "access.availability", "authorWeeks": 42, "posts": 42, "examples": [{"agent": "muse", "date": "2026-10-15", "source": "X", "community": "@muse", "text": "@muse and what about muse availability from côte d'ivoire? common guys", "link": "https://twitter.com/1004508761095131136/status/2110796840815780104"}, {"agent": "muse", "date": "2026-10-13", "source": "X", "community": "@muse", "text": "please give south africa access to muse. @finkd @alexandr_wang @aiatmeta @meta @muse", "link": "https://twitter.com/2028735335644147714/status/2109912318410715285"}, {"agent": "muse", "date": "2026-10-02", "source": "X", "community": "@muse", "text": "with the speed and rate at which personal ai agent like @muse and open ai dot, fo are moving to the masses it is very sad that all this tools are available in nigeria yet. \ni haven't been able to test out any of those tools myself.", "link": "https://twitter.com/1742896626417479680/status/2105891554338484474"}]}]}, "weekly": [{"week": "2026-08-31", "positive": 26, "negative": 18, "positiveShare": 59.1, "ci95": [44.4, 72.3]}, {"week": "2026-09-07", "positive": 993, "negative": 429, "positiveShare": 69.8, "ci95": [67.4, 72.2]}, {"week": "2026-09-14", "positive": 1942, "negative": 563, "positiveShare": 77.5, "ci95": [75.8, 79.1]}, {"week": "2026-09-21", "positive": 3609, "negative": 1090, "positiveShare": 76.8, "ci95": [75.6, 78.0]}, {"week": "2026-09-28", "positive": 3646, "negative": 1419, "positiveShare": 72.0, "ci95": [70.7, 73.2]}, {"week": "2026-10-05", "positive": 1787, "negative": 724, "positiveShare": 71.2, "ci95": [69.4, 72.9]}, {"week": "2026-10-12", "positive": 1487, "negative": 451, "positiveShare": 76.7, "ci95": [74.8, 78.6]}], "weeklyScore": [{"week": "2026-08-31", "authors": 309, "reach": {"shareOfVoice": 1.84, "value": 0.429}, "regard": {"value": 0.506, "ci95": [0.501, 0.512]}, "score": {"value": 48.8, "ci95": [47.8, 49.8]}, "ranking": {"rank": 4, "rankRange": [3, 4]}}, {"week": "2026-09-07", "authors": 5130, "reach": {"shareOfVoice": 32.36, "value": 1.0}, "regard": {"value": 0.561, "ci95": [0.543, 0.579]}, "score": {"value": 69.1, "ci95": [66.5, 70.7]}, "ranking": {"rank": 1, "rankRange": [1, 1]}}, {"week": "2026-09-14", "authors": 6505, "reach": {"shareOfVoice": 34.78, "value": 1.0}, "regard": {"value": 0.589, "ci95": [0.57, 0.607]}, "score": {"value": 71.8, "ci95": [70.6, 72.4]}, "ranking": {"rank": 1, "rankRange": [1, 1]}}, {"week": "2026-09-21", "authors": 12856, "reach": {"shareOfVoice": 52.15, "value": 1.0}, "regard": {"value": 0.597, "ci95": [0.58, 0.615]}, "score": {"value": 73.0, "ci95": [72.4, 73.1]}, "ranking": {"rank": 1, "rankRange": [1, 1]}}, {"week": "2026-09-28", "authors": 12312, "reach": {"shareOfVoice": 35.02, "value": 1.0}, "regard": {"value": 0.579, "ci95": [0.564, 0.595]}, "score": {"value": 70.9, "ci95": [69.1, 71.8]}, "ranking": {"rank": 1, "rankRange": [1, 1]}}, {"week": "2026-10-05", "authors": 6806, "reach": {"shareOfVoice": 25.39, "value": 0.995}, "regard": {"value": 0.554, "ci95": [0.538, 0.57]}, "score": {"value": 67.5, "ci95": [65.2, 69.5]}, "ranking": {"rank": 1, "rankRange": [1, 1]}}, {"week": "2026-10-12", "authors": 4869, "reach": {"shareOfVoice": 23.74, "value": 1.0}, "regard": {"value": 0.552, "ci95": [0.533, 0.572]}, "score": {"value": 67.1, "ci95": [63.5, 69.6]}, "ranking": {"rank": 1, "rankRange": [1, 2]}}]}, {"id": "hermes-agent", "name": "Hermes Agent", "maker": "Nous Research", "sources": [{"channel": "X", "selector": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "posts": 16686}, {"channel": "X", "selector": "@NousResearch", "posts": 12793}, {"channel": "Reddit", "selector": "r/hermesagent", "posts": 4500}, {"channel": "YouTube", "selector": "Comments on videos that name it, or that name it themselves", "posts": 2768}, {"channel": "Reddit", "selector": "Posts that name it", "posts": 57}], "records": 36804, "judgingPosts": 12942, "authors": 16642, "authorWeeks": 22872, "reach": {"shareOfVoice": 12.65, "weightedUsers": 11451.4, "value": 0.804}, "regard": {"positiveAuthorWeeks": 5389, "negativeAuthorWeeks": 3094, "rawPositiveShare": 63.5, "rawCi95": [62.5, 64.5], "value": 0.538, "ci95": [0.526, 0.551]}, "score": {"value": 59.6, "ci95": [58.3, 61.1], "popularityZ": 0.606, "loveZ": 0.788}, "ranking": {"rank": 2, "rankRange": [2, 2]}, "levers": {"ask": {"score": 60.4, "gain": 0.81, "rank": 2}, "act": {"score": 60.8, "gain": 1.17, "rank": 2}}, "criteria": {"billing": {"praise": 546, "complaint": 573, "n": 1119, "weighted": {"praise": 337.95, "complaint": 356.56}, "praiseShare": 48.8, "ci95": [45.9, 51.7], "regard": 0.6192, "regardCi95": [0.594, 0.644], "salience": 13.2, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "mostly free though! local models do the bulk of our work not all though.", "link": "https://www.reddit.com/r/hermesagent/comments/1x91xdh/hermes_server/phhpbaz/"}, {"date": "2026-10-18", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "@freelifedk @nousresearch they all share xai grok 4.7 model brains. so i just have basically unlimited tokens. it resets every week. not once a month.", "link": "https://twitter.com/1465585240072757248/status/2111880797565133015"}, {"date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "i don't know who needs to hear this, but hermes agent does web search for free. no api key, no paid api calls. i checked our own config and cost ledger: search has been $0 the whole time. a whole line item, gone.", "link": "https://twitter.com/292170570/status/2111727558270017777"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "i used that for a while without problems now i use another $22 subscription and they handle several hermes without worrying about the use of five hours", "link": "https://www.reddit.com/r/hermesagent/comments/1x7mud0/how_can_i_use_commandcode_goat_plan_with_hermes/ph8vqto/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "i've been running sonnet 5.5 as main agent and deepskeek as a delegate for a week now and i only consumed about 70% of the weekly usage and i'm on the $20 plan. pretty good if you ask me!", "link": "https://www.reddit.com/r/hermesagent/comments/1x8f7bf/does_using_claude_through_hermes_really_use_up/phdh445/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@67xlgroyper prolly not quite as smart as claude lol but its legtiminstly 100 cheaper for 85 percent of the performance so i use it to power my hermes agent cause that things a fucking token hog", "link": "https://twitter.com/2064476208235196416/status/2111846000495309135"}, {"date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "i can't help but miss the \"h\". i was charged more than i expected when choosing the hermes agent model.", "link": "https://twitter.com/60807366/status/2111894362712133645"}, {"date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@independenteco opus 5.5 isn't dirt cheap in the subscription. if you use it outside the app, like in something like hermes agent, then it will eat the entire 5h limit on 1-2 prompts with medium reasoning.", "link": "https://twitter.com/521176576/status/2111407289009635609"}, {"date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@elshayib_ @thungdick had the same issue with hermes agent. switched to pi and the reasoning overhead dropped dramatically while output quality stayed the same. really happy with it so far.", "link": "https://twitter.com/1766266297984425984/status/2111551115737412076"}, {"date": "2026-10-16", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@floriandarroman bro as much as i love my hermes agent...gotta say the solidity of opus is og.\ni just keep deepseek on my hermes because literally i burn tokens like crazy", "link": "https://twitter.com/2047964963583479808/status/2111051437169934532"}]}}, "access": {"praise": 302, "complaint": 620, "n": 922, "weighted": {"praise": 184.44, "complaint": 391.43}, "praiseShare": 32.8, "ci95": [29.8, 35.9], "regard": 0.5098, "regardCi95": [0.48, 0.541], "salience": 10.9, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@stefanstillhart yes, that is crap. but let me ask a question. what work environment do you have? my hermes agent sets everything up for me. i can also do it manually if necessary. but then preferably without docker. a docker compose can be quite complex.", "link": "https://twitter.com/35470806/status/2111388984215732662"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "yep, it doesn't need much to perform good and once you use it for a while you can understand what your specific setup needs and just ask hermes to set it up.", "link": "https://www.reddit.com/r/hermesagent/comments/1x7b6kw/hot_take_dont_bother_with_proper_settings_if_you/ph6j2rb/"}, {"date": "2026-10-16", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "i installed hermes agent on a vps... one command and a wizard. i connected it to an openai compatible endpoint and asked it who i am, without giving it context. it found me anyway hehe the bare installation, step by step: [link] [link] @helmcode @barckcode @borjaperfra", "link": "https://twitter.com/850799668686663681/status/2111125012392583236"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "i've been really happy with matrix. i moved off telegram to it. hermes set it up for me", "link": "https://www.reddit.com/r/hermesagent/comments/1x68c6a/ive_tried_telegram_slack_and_redde_whats_the_best/pgtid98/"}, {"date": "2026-10-15", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "doing stuff step by step but i like setting up @nousresearch [link]", "link": "https://twitter.com/1784926431677501440/status/2110672907856748647"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "i used telegram so that everyone has their profile directly. just that. but i confess that there is a lack of a suitable mobile app.", "link": "https://www.reddit.com/r/hermesagent/comments/1x89pzq/ways_to_share_hermes_profile_with_family/phd1e1q/"}, {"date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "it seems that settings made with `hermes model` or directly touching config.yaml may unintentionally leave past settings, so it doesn't seem to work well. i will give up on understanding it for now and leave the settings to the hermes agent, haha.", "link": "https://twitter.com/121687256/status/2111265193724707291"}, {"date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "i tried hermes agent, too complicated to setup. just subscribed to grok bot.\ngetting things done is more important than trynna save couple bucks a month. 🤘", "link": "https://twitter.com/3132573418/status/2111269150853398822"}, {"date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "i tried hermes agent, too complicated to setup. just subscribed to grok bot.\ngetting things done is more important than trynna save couple bucks a month. 🤘 @elonmusk", "link": "https://twitter.com/3132573418/status/2111269225755202035"}, {"date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "it's troublesome that mcafee interferes with the powershell used when hermes desktop starts up.", "link": "https://twitter.com/300932569/status/2111301063857066466"}]}}, "connect": {"praise": 442, "complaint": 323, "n": 765, "weighted": {"praise": 272.9, "complaint": 193.26}, "praiseShare": 57.8, "ci95": [54.2, 61.2], "regard": 0.5984, "regardCi95": [0.572, 0.627], "salience": 9.0, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "my hermes agent doesn't give a single flying fuck if they're blocking agents [link]", "link": "https://twitter.com/1384843616145666049/status/2111697584704327880"}, {"date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "i was able to connect via hermes agent and opencode acp~ it appeared in the provider list, and i also confirmed the responses of deepseek v4.1 flash free and glm 5.3 flash. i have won.", "link": "https://twitter.com/1417085717465899012/status/2111297988190695804"}, {"date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "my tv felt sluggish, so i had my hermes agent step in over wi-fi.\ni instructed it to audit the tv, debloat the pre-installed sony apps, optimize system resources, and deploy a new third-party dashboard (instead of the standard sony dashboard). \nperformance is big time up 🔼", "link": "https://twitter.com/1771100726380449792/status/2111418161983615428"}, {"date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "i’m not the biggest fan of hermes agent but they are the only ones who have implemented a good browser auth vault. \nit even handles 2fa graciously.", "link": "https://twitter.com/308554709/status/2111436898581278981"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "hermes connects to my browser and sees anything i want from reddit or x", "link": "https://www.reddit.com/r/hermesagent/comments/1x6lpx1/when_reddit_rss_goes_away_next_month_how_will_you/pgzalkm/"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@nousresearch i'm on v0.22.0, but i don't see the gmail connector (searching \"google\" also shows no matching apps) 🤔 [link]", "link": "https://twitter.com/11956412/status/2110467692289520126"}, {"date": "2026-10-14", "source": "YouTube", "community": "Hermes Agent Update v0.22 is MASSIVE! (Threshold Release)", "polarity": "complaint", "text": "local models provider , subagents , were already available a bunch of updates ago.... gmail conenctor is not avialable ....\nplease fact check...", "link": "https://www.youtube.com/watch?v=pAaAgcjNgEs&lc=UgziBpkkilteScQYQfB4AaABAg"}, {"date": "2026-10-13", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@nousresearch seems like connectors on nous portal has the issue right now? \nit shows oauth app with client id does not exist. and invalid redirect url.", "link": "https://twitter.com/144893957/status/2109845222398247056"}, {"date": "2026-10-12", "source": "YouTube", "community": "Cara Install Hermes Agent di Windows — Lengkap dari Nol! 🚀", "polarity": "complaint", "text": "bang, why does mine show an error message saying \"messaging platforms failed to load\" when i open the message to connect to telegram?", "link": "https://www.youtube.com/watch?v=oZcMsDQfpZc&lc=Ugx0KE60LrQqKjfWaUF4AaABAg"}, {"date": "2026-10-11", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@nousresearch i keep getting blocked by the skills hub.\ni have no idea why.", "link": "https://twitter.com/902950509769875456/status/2109302081358115252"}]}}, "ask": {"praise": 551, "complaint": 735, "n": 1286, "weighted": {"praise": 353.08, "complaint": 471.59}, "praiseShare": 42.8, "ci95": [40.2, 45.6], "regard": 0.427, "regardCi95": [0.4, 0.452], "salience": 15.2, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "am i the only one who likes the interface of hermes agent? it's very refreshing. [link]", "link": "https://twitter.com/2019284742601076738/status/2111663518185627900"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "i use discord with my family and they all have their own agent with connected bot. works well.", "link": "https://www.reddit.com/r/hermesagent/comments/1x89pzq/ways_to_share_hermes_profile_with_family/phat085/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "cli is not redundant, power users love it... but you can tell hermes to turn on the webui and persist it, that way you have full control via a browser anywhere if you want it... it's also imho better than the app.", "link": "https://www.reddit.com/r/hermesagent/comments/1x8cuxy/solo_founder_automating_a_small_business_with/phbyasy/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "i personally use my hermes almost 100% through telegram. it's my preferred method. it's just so simple and it works very well imo.\ni just got my non techy wife setup with hers and the only thing i told her she might need to do is start new conversations if the topic changes.", "link": "https://www.reddit.com/r/hermesagent/comments/1x89pzq/ways_to_share_hermes_profile_with_family/phdm9p7/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "i had a part that i was always struggling with in hermes agent, so i decided to try using deepseek harness. for now, i replaced various ui elements and i'm satisfied.", "link": "https://twitter.com/803287464735449089/status/2111644781709541685"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "i'd say if you have had any experience with the hermes official desktop app you'd appreciate any and all alternatives.", "link": "https://www.reddit.com/r/hermesagent/comments/1x6xcxl/introducing_hermes_deck_an_agent_orchestrator/ph8js90/"}, {"date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "minimizing hermes desktop stops voice recognition - a record of the cause and solution for \"recording is happening but no speech\" | meifia @mayfair0077 [link] \n#hermesdesktop #bugreport #hermesagent the fix for noir voice recognition being disabled when minimized.", "link": "https://twitter.com/1046417794269470720/status/2111266033977999373"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "the companion app is failing to start with\nhermes | 2026-10-16 07:22:32,681 warning hermes-push: disconnected: unknown method: client.capabilities; retrying in 30s", "link": "https://www.reddit.com/r/hermesagent/comments/1x6yph1/vory_15_a_native_iphone_ipad_and_mac_app_for/ph2b6hx/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "lm studios system prompt is tiny, hermes importants thousands of tokens worth in tools which makes it slower. caching could help but the first response will always be slow", "link": "https://www.reddit.com/r/hermesagent/comments/1x7gxyk/first_time_hermes_user_kinda_confusing_and/ph3zy3k/"}]}}, "act": {"praise": 1224, "complaint": 536, "n": 1760, "weighted": {"praise": 779.21, "complaint": 332.81}, "praiseShare": 69.5, "ci95": [67.4, 71.7], "regard": 0.4469, "regardCi95": [0.423, 0.471], "salience": 20.7, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "i put linux ubuntu on an old laptop then installed hermes . i use deepseek api for a simple assistant $5 a month, for some serious projects $20. once hermes is up and running it will do much of the work for you.", "link": "https://www.reddit.com/r/hermesagent/comments/1x8nadv/beginners_advice/phem8c2/"}, {"date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "hermes agent helping me decide which saved videos to skip? useful. @witcheer shared by2kb: local transcription and an abstract before the full notes. i like filtering the backlog before committing to more reading [link]", "link": "https://twitter.com/1370743150940196867/status/2111751041326997921"}, {"date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "i sent this tweet to my hermes agent and it not only identified that it's wrong coupon code.... but it ordered the domain for me too [link] [link]", "link": "https://twitter.com/1384843616145666049/status/2111803598183223364"}, {"date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@mervenoyann @ngxson 6 month ago i asked hermes to build and host a r1 custom creation which was basically a ptt walkie-talkie-like remote to hermes agent. frontier intelligence with full agentic abilities in the pocket. i worked like a charm.", "link": "https://twitter.com/26467398/status/2111917585600319933"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "my work hermes agent did most of a 200 question infosec bank audit for me. been working on the agent for a few weeks and today it did the 119 “match to correct sop” for me in 15 min. typically take me a whole day to do that section.", "link": "https://www.reddit.com/r/hermesagent/comments/1x7c6m2/what_have_you_done_with_hermes_agent_this_week/ph7tntn/"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "well... i theoretically gave it a goal. but it still showed regular chat behavior.", "link": "https://www.reddit.com/r/hermesagent/comments/1x7g2df/hermes_refuses_to_go_beyond_chatbot_behavior/ph58g1i/"}, {"date": "2026-10-16", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@nousresearch @teknium \ngentleman, i regret to inform you that cua on omarchy linux sucks ass , screen goes completely black and i have to terminal out", "link": "https://twitter.com/2024971808450174976/status/2110904605395861932"}, {"date": "2026-10-15", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@nousresearch hermes ignores the worktree flag in one-shot mode.\nin chat mode it makes the worktree inside your repo, adds .worktrees/ to your .gitignore, and deletes the whole worktree when the session ends.\n(5/7)", "link": "https://twitter.com/1663634511005986819/status/2110803103868145918"}, {"date": "2026-10-15", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "ahaha, to update hermes agent, i had to used @opencode to write a git graph as it couldn't complete the update by itself... it's fun to work with these guys", "link": "https://twitter.com/3431097473/status/2110668936627064832"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "hermes on its own is weirdly bad at programming at least in my experience. what you can do tho is just have it use codex or claude code itself.", "link": "https://www.reddit.com/r/hermesagent/comments/1x5db7g/hermes_for_programming/pglep0r/"}]}}, "auto": {"praise": 1557, "complaint": 467, "n": 2024, "weighted": {"praise": 975.23, "complaint": 299.33}, "praiseShare": 76.9, "ci95": [75.0, 78.7], "regard": 0.5419, "regardCi95": [0.516, 0.569], "salience": 23.9, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@thsottiaux @rl_env my dot coordinated with my remote hermes agent and built a connector for it. now they’re working together on my projects. this is insane.", "link": "https://twitter.com/1889646500093050881/status/2111694104858075462"}, {"date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "clocked out of my gig, done with the contract, and five minutes later my hermes agent messaged and asked if we could build together next week.\ni replied yes.\nthen it replied: [link]", "link": "https://twitter.com/867185589581258752/status/2111273428900811133"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "i have installed hermes desktop, but the problem is everytime i start it, it asks me for my name and kinda starts from the beginning. is there a fix to this?", "link": "https://www.reddit.com/r/hermesagent/comments/1x86qac/hermes_agent_not_remembering_name/"}, {"date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@hanghuang_ hermes agent, it's only on virtual, when i close, it's also close", "link": "https://twitter.com/1450991495125692421/status/2111533308807188510"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "try [link]. kanban is not really working very well on hermes for autonomusworkflow and if it does at some point it will fail eventually.", "link": "https://www.reddit.com/r/hermesagent/comments/1x7g9lb/setting_up_kanban_and_autonomous_workflow/ph4aci6/"}]}}, "control": {"praise": 1182, "complaint": 419, "n": 1601, "weighted": {"praise": 748.92, "complaint": 267.32}, "praiseShare": 73.8, "ci95": [71.6, 75.9], "regard": 0.6788, "regardCi95": [0.652, 0.705], "salience": 18.9, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "@brorlandi boooa!\nhermes is among the most flexible and complete harnesses i have ever worked with. well-developed ideas fit very well into it!\ni want to follow your projects with it!\nlet's go!\n@nousresearch", "link": "https://twitter.com/1571720890861211653/status/2111865540578795882"}, {"date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "to be honest, i still choose hermes agent because it is much freer and not dependent on one platform [link] [link]", "link": "https://twitter.com/428050733/status/2111617169280942449"}, {"date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "i'm getting used to hermes agent, but i have no motivation to move on to grok bot or dots at all. this is probably what spacexai and openai want to do by enclosing it in an app. if i seek the highest degree of freedom, it will probably be hermes agent or openclaw.", "link": "https://twitter.com/2321892516/status/2111837470618947594"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "oh man this explains some weird uncommitted diffs i keep finding in my skills folder, gonna go check my background review settings now", "link": "https://www.reddit.com/r/hermesagent/comments/1x6xg8e/background_review_wrote_into_my_gitversioned/ph26d6p/"}, {"date": "2026-10-16", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "i wonder how everyone is using the approval mode of hermes agent. smart is quite secure and difficult to use. with yolo, it becomes without approval, so it's scary.", "link": "https://twitter.com/2109680331217616898/status/2111041110957232337"}, {"date": "2026-10-15", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "i am working on the config.yml of hermes agent, but i cannot switch to local when the model is set to local and api. there is also an issue, and it has not been addressed yet. [link]", "link": "https://twitter.com/82571855/status/2110596931374436466"}]}}, "trust": {"praise": 139, "complaint": 164, "n": 303, "weighted": {"praise": 89.23, "complaint": 107.48}, "praiseShare": 45.9, "ci95": [40.4, 51.5], "regard": 0.6131, "regardCi95": [0.576, 0.646], "salience": 3.6, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "hear, hear. the last thing i want to do is give fb and zuck anymore of my information. they have plenty. that’s why i ❤️hermes.", "link": "https://www.reddit.com/r/hermesagent/comments/1x943dw/i_am_missing_something_if_i_dont_use_hermes_or/phj24pm/"}, {"date": "2026-10-14", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "@tomazot @umanitek @nousresearch @origin_trail verified rules block, community reports just flag. tried it out this morning on hermes, solid so far 😺", "link": "https://twitter.com/1657234407978332161/status/2110288926326071626"}, {"date": "2026-10-07", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "@perceptualpeak sucks. this is why i just stick with hermes agent for everything because of the added security from tirith, this kinda shit just can't happen. @nousresearch", "link": "https://twitter.com/71990583/status/2107832035880653258"}, {"date": "2026-10-05", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@thisiskp_ muse and grok are fine for personal use because you own nothing. hermes agent is fine for professional use because you own everything.", "link": "https://twitter.com/1350554387870076934/status/2106997774881296839"}, {"date": "2026-10-04", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@dkfiander only hermes agent. i wouldn’t trust grok bot with anything following their data leakage.", "link": "https://twitter.com/2078960240243113984/status/2106837247081513196"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "not really. too many loop holes by design. need to do some heavy gating", "link": "https://www.reddit.com/r/hermesagent/comments/1x87r3f/is_hermes_actually_reliable_as_an_orchestrator/phcjll0/"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "- i grabbed an old lenovo m920q\n- i installed proxmox\n- i installed debian on an lxc and installed hermes there\n- this is what i wrote in the initial posting, now giving more detail\n- the security issues are not solved by just installing hermes in an debian environment", "link": "https://www.reddit.com/r/hermesagent/comments/1x5nte6/help_needed_how_is_hermes_meant_to_be_deployed/pgrhg9v/"}, {"date": "2026-10-11", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "y'all should really put a paperclip next to all these popups asking to exfiltrate data in the desktop app @nousresearch \ni can't even do nothing without being asked if it's okay for you to get a copy of my feet pictures", "link": "https://twitter.com/2034282436897718272/status/2109198112493547909"}, {"date": "2026-10-10", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@asvanevik @nousresearch if those bots need different file access, profiles alone won't enforce it. hermes' docs say the local backend still has the os user's filesystem access. worth deciding the sandbox boundary alongside the slack setup. [link]", "link": "https://twitter.com/1679471023249391619/status/2108859683885011122"}, {"date": "2026-10-09", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@nousresearch the agent got write access to the socials before the review step xd", "link": "https://twitter.com/1541087678187315202/status/2108468231682019415"}]}}, "vendor": {"praise": 266, "complaint": 470, "n": 736, "weighted": {"praise": 160.67, "complaint": 296.09}, "praiseShare": 36.1, "ci95": [32.8, 39.7], "regard": 0.654, "regardCi95": [0.621, 0.688], "salience": 8.7, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "thats my pholosophy with openclaw, but with hermes i allways update every x.2 version and newer: never had problems and when hermes could fix it by himself.", "link": "https://www.reddit.com/r/hermesagent/comments/1x8e34d/which_hermes_version_is_the_sweet_spot/phg4o8c/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "i personally have been finding v22 to be great so far. they've now introduced a stable branch, so it's easier to update only when you need to instead of every batch of commits", "link": "https://www.reddit.com/r/hermesagent/comments/1x8e34d/which_hermes_version_is_the_sweet_spot/phcq7z4/"}, {"date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "i still can't believe how much more stable hermes agent is compared to what openclaw was.\nis anybody still using openclaw?\ni'm 90% muse and 10% hermes and muse is probably gaining a bigger share the more i use it.", "link": "https://twitter.com/5538162/status/2111300924664623460"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "am i the only only person who only updates via the desktop app? always goes seamless (knock on wood, heads to the backup process).", "link": "https://www.reddit.com/r/hermesagent/comments/1x7e24k/paused_update_to_v022_completely_broken_updating/ph4eajc/"}, {"date": "2026-10-16", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "i feel that the speed of evolution since @nousresearch v0.21 is amazing, and the usability has improved tremendously. \n[link]", "link": "https://twitter.com/1627832225957027840/status/2110922730199744634"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "really wish @nousresearch would fix the idle compaction bug in hermes agent. then i could get rid of the song and dance i have to go through every time i want to update.", "link": "https://twitter.com/2088017175760031746/status/2111800487569772959"}, {"date": "2026-10-17", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@nousresearch just trying to update to this and my hermes’ agent suddenly has lots of issues trying to do this. wasting a lot of time.", "link": "https://twitter.com/96766224/status/2111275993675817028"}, {"date": "2026-10-17", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@witcheer @nousresearch will do. i just updated before i saw your post using a mix of hermes and claude. once the desktop and other components need restarting, hermes has a hard time restarting itself after it killed its own run/gateway.", "link": "https://twitter.com/3345674519/status/2111322610915029293"}, {"date": "2026-10-17", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@nousresearch please fix the errors first before new features for hermes agent ,", "link": "https://twitter.com/2091570426656784385/status/2111479427620286905"}, {"date": "2026-10-17", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@juanag_it @teknium @nousresearch @witcheer is investigating. the issue is still not resolved. let me know what i can do to help... with debug logs, etc. i'm still stuck at v0.21.x", "link": "https://twitter.com/16694316/status/2111481087033569746"}]}}, "billing.price_level": {"praise": 256, "complaint": 92, "n": 348, "weighted": {"praise": 156.81, "complaint": 55.79}, "praiseShare": 73.6, "ci95": [68.7, 77.9], "regard": 0.6239, "regardCi95": [0.594, 0.653], "salience": 4.1, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "i don't know who needs to hear this, but hermes agent does web search for free. no api key, no paid api calls. i checked our own config and cost ledger: search has been $0 the whole time. a whole line item, gone.", "link": "https://twitter.com/292170570/status/2111727558270017777"}, {"date": "2026-10-16", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "@_jayyy18_13k it had potential to be the best secretary and orchestrator for codex threads until it asked double permission for everything and blocked all threads until it get each approval. i'm better off with @nousresearch hermes doing the job for free [link]", "link": "https://twitter.com/2098346717355601931/status/2111046157761757527"}, {"date": "2026-10-15", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "running a hermes agent made me realize that you can spend &lt;$20 a month and get a similar or better app compared to instinct or muse", "link": "https://twitter.com/1248113707/status/2110553734958964756"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "i can't help but miss the \"h\". i was charged more than i expected when choosing the hermes agent model.", "link": "https://twitter.com/60807366/status/2111894362712133645"}, {"date": "2026-10-10", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@nousresearch @tiny_fish as my gerasim (hermes agent) puts it:\nwe’ve been using the free search+fetch as a backup system since september. what’s new in the plugin is a paid, credit-based feature. there’s no reason for us to pay for that—we already have a local browser.", "link": "https://twitter.com/2023352631767257089/status/2108969842657378468"}, {"date": "2026-10-07", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@hermesagenttips @nousresearch it depends for what. too expensive except for high reasoning activities", "link": "https://twitter.com/57416835/status/2107737474541769179"}]}}, "billing.entry_plan": {"praise": 100, "complaint": 44, "n": 144, "weighted": {"praise": 61.14, "complaint": 24.93}, "praiseShare": 69.4, "ci95": [61.5, 76.4], "regard": 0.533, "regardCi95": [0.504, 0.56], "salience": 1.7, "receipts": {"praise": [{"date": "2026-10-12", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "@hermesagenttips huge props to @nousresearch for providing such a valuable free tier as well tbh! no reason to not have one if you use hermes imho 😁", "link": "https://twitter.com/391026632/status/2109634863653347377"}, {"date": "2026-10-11", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "@hermeswatcher unfortunately, i have a disability that prevents me from working, and i sincerely thank @hermeswatcher and @nousresearch for their free templates, because otherwise i wouldn't be able to use them. i'm not a big spender, but thanks to you, i'm happy.", "link": "https://twitter.com/1383609782393741313/status/2109258335262253263"}, {"date": "2026-10-09", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "i wrote an article after a long time 🐷\nthis is a story about how hermes agent can be used quite well for free. \n[link]", "link": "https://twitter.com/1397844241259237378/status/2108539462460559746"}], "complaint": [{"date": "2026-10-09", "source": "YouTube", "community": "How to Set Up Hermes Agent on Your Computer (Desktop App)", "polarity": "complaint", "text": "weird, but as of today, nous free subscription requires a cred card. no thank you.", "link": "https://www.youtube.com/watch?v=qAss7qQk9W4&lc=UgzIfcXacHOJVCm_xTB4AaABAg"}, {"date": "2026-09-27", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@bkashjosi @matheusferro67 @teknium it looks like hermes agent only support the gemini api rather than the subscription. i'm already a gemini pro subscriber, so i'd rather not pay extra for api usage.", "link": "https://twitter.com/2070693084200099840/status/2104262771647152511"}, {"date": "2026-09-27", "source": "YouTube", "community": "TUTORIAL PASANG AI AGENT MURAH MERIAH (HERMES AGENT + 9ROUTER)", "polarity": "complaint", "text": "after some time installed, hermes is asking for payment, boss...", "link": "https://www.youtube.com/watch?v=HVGQULc853Y&lc=Ugyh7gOYDMlkNCjVGbt4AaABAg"}]}}, "billing.usage_cap": {"praise": 75, "complaint": 187, "n": 262, "weighted": {"praise": 48.47, "complaint": 111.29}, "praiseShare": 28.6, "ci95": [23.5, 34.4], "regard": 0.5433, "regardCi95": [0.507, 0.577], "salience": 3.1, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "@freelifedk @nousresearch they all share xai grok 4.7 model brains. so i just have basically unlimited tokens. it resets every week. not once a month.", "link": "https://twitter.com/1465585240072757248/status/2111880797565133015"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "i've been running sonnet 5.5 as main agent and deepskeek as a delegate for a week now and i only consumed about 70% of the weekly usage and i'm on the $20 plan. pretty good if you ask me!", "link": "https://www.reddit.com/r/hermesagent/comments/1x8f7bf/does_using_claude_through_hermes_really_use_up/phdh445/"}, {"date": "2026-10-16", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "i blame @nousresearch. i use hermes more and more and there's no cap on that for me", "link": "https://twitter.com/892225822475472897/status/2111092134124363963"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "rate limited - resets in xx minutes \n@nousresearch why u do dis", "link": "https://twitter.com/917031602902982656/status/2111454016177914223"}, {"date": "2026-10-17", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "dude, i simply managed to exhaust all the free models from @nousresearch, @openrouter, and @geminiapp on hermes agent. now i'm here, stuck like a palm tree because i can't do anything else kkkkkk🤣🤣🤣 (i'm laughing but it's out of sadness)", "link": "https://twitter.com/2516497284/status/2111550501049545137"}, {"date": "2026-10-13", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@daniel_mac8 with hermes agent it consumes my limit in 2 seconds though…\nunfortunately have to use claude code to have decent limits still…", "link": "https://twitter.com/1445737198473465859/status/2109924306071286000"}]}}, "billing.token_efficiency": {"praise": 145, "complaint": 233, "n": 378, "weighted": {"praise": 87.99, "complaint": 156.91}, "praiseShare": 38.4, "ci95": [33.6, 43.4], "regard": 0.5578, "regardCi95": [0.521, 0.594], "salience": 4.5, "receipts": {"praise": [{"date": "2026-10-11", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "claude pro in hermes is the same as using the claude web interface, and just the same, fable uses your usage credits. and with some optimization, hermes is more efficient.\n[link]", "link": "https://www.reddit.com/r/hermesagent/comments/1x2krn1/hermes_with_claude/pf66lex/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@67xlgroyper prolly not quite as smart as claude lol but its legtiminstly 100 cheaper for 85 percent of the performance so i use it to power my hermes agent cause that things a fucking token hog", "link": "https://twitter.com/2064476208235196416/status/2111846000495309135"}, {"date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@elshayib_ @thungdick had the same issue with hermes agent. switched to pi and the reasoning overhead dropped dramatically while output quality stayed the same. really happy with it so far.", "link": "https://twitter.com/1766266297984425984/status/2111551115737412076"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "so not only you lost tokens fast. it also prompts you so you can spend more tokens 😂", "link": "https://www.reddit.com/r/hermesagent/comments/1x5s55h/muse_like_behavior_in_hermes/pgpyavf/"}]}}, "billing.plan_clarity": {"praise": 11, "complaint": 29, "n": 40, "weighted": {"praise": 6.88, "complaint": 17.38}, "praiseShare": 27.5, "ci95": [16.1, 42.8], "regard": 0.5872, "regardCi95": [0.526, 0.663], "salience": 0.5, "receipts": {"praise": [{"date": "2026-09-19", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@carldraper nice. stop hunting down usage limits across all providers. just check it right here in hermes desktop app. you'll dig it.", "link": "https://twitter.com/2077067404904173569/status/2101299311674032552"}, {"date": "2026-09-17", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "@sudophoenix @nousresearch a usage view across providers is something i have wanted for a while. when the agent quietly switches between subs the bill surprises you at month end, so seeing the percentages live inside the app is a proper quality of life win.", "link": "https://twitter.com/401542820/status/2100383174648090924"}, {"date": "2026-09-15", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "@nousresearch the sidebar gives you an \"at a glance\" view of usage, the app gives you the detail! \nhere's the \"task activity\"\npretty interesting look at how tokens are being consumed by things like compression, vision, etc. [link]", "link": "https://twitter.com/391026632/status/2099977724324446314"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@witcheer @nousresearch @teknium this is even worse; now it doesn’t even show me the usage and when i should come back to hit retry 😂 [link]", "link": "https://twitter.com/2017677882378551296/status/2110347468886204430"}, {"date": "2026-10-08", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@nousresearch i’m trying make sense of the $ costs. i need more information because i can’t get anything add up", "link": "https://twitter.com/117466729/status/2108327348198141994"}, {"date": "2026-09-26", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "what subscriptions do i have on hand, whether hermes agent supports them, or whether it is allowed to use something like hermes agent? it's quite complicated.", "link": "https://twitter.com/98160445/status/2103840619609407658"}]}}, "billing.purchase_flow": {"praise": 3, "complaint": 34, "n": 37, "weighted": {"praise": 1.61, "complaint": 17.99}, "praiseShare": 8.1, "ci95": [2.8, 21.3], "regard": 0.4983, "regardCi95": [0.475, 0.528], "salience": 0.4, "receipts": {"praise": [], "complaint": [{"date": "2026-10-10", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "i made a mistake with the hermes upgrade, and when i clicked once, i was charged $22 without any confirmation... @nousresearch i wonder if i can get a refund for this...", "link": "https://twitter.com/1826532042697572354/status/2108962333557227801"}, {"date": "2026-09-16", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@hermesagenttips @nousresearch the invitation page said $15 off for the first month, but the payment page still charged me $20 and the credit is $22.", "link": "https://twitter.com/37254888/status/2100271273838514443"}]}}, "access.availability": {"praise": 3, "complaint": 11, "n": 14, "weighted": {"praise": 1.56, "complaint": 6.65}, "praiseShare": 21.4, "ci95": [7.6, 47.6], "regard": 0.507, "regardCi95": [0.49, 0.529], "salience": 0.2, "receipts": {"praise": [], "complaint": [{"date": "2026-10-08", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@nousresearch @microsoft and the blocking of the hermes update in russia for the desktop version. no, i will bypass it. but... i will take a look at the minimax code, deep-seak harness, and other chinese harnesses that are at the beginning of the path with such your arrangements.", "link": "https://twitter.com/628048402/status/2108235309716504611"}, {"date": "2026-09-21", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@nousresearch why is your website blocked for venezuela now?\nbefore i was able to read the docs, enter the website, and haven't considered putting some credits there due to this issue", "link": "https://twitter.com/1693432914468343808/status/2101850120534868429"}]}}, "access.platform": {"praise": 48, "complaint": 231, "n": 279, "weighted": {"praise": 32.03, "complaint": 143.79}, "praiseShare": 17.2, "ci95": [13.2, 22.1], "regard": 0.4025, "regardCi95": [0.372, 0.439], "salience": 3.3, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@imbabybrooklyn smart move. the other day the guy just said he doesn’t care about the consumers. \nhermes desktop has been the only reason i’ve been using hermes. good luck on the next project", "link": "https://twitter.com/833742073002127362/status/2110247438875586937"}, {"date": "2026-10-09", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "i've been using telegram with the hermes agent this whole time and man do i wish i'd started using their desktop app sooner.", "link": "https://twitter.com/1796398164649406464/status/2108650267075817490"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "i used telegram so that everyone has their profile directly. just that. but i confess that there is a lack of a suitable mobile app.", "link": "https://www.reddit.com/r/hermesagent/comments/1x89pzq/ways_to_share_hermes_profile_with_family/phd1e1q/"}, {"date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@hermeswatcher why this smoothness not in linux hermes desktop 💔", "link": "https://twitter.com/1759279036763914240/status/2111491785084256291"}, {"date": "2026-10-16", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@omarvvvr i can't use the desktop app on fedora, plus i also use the cli through my hermes agent", "link": "https://twitter.com/1114996441787904001/status/2111118185176953233"}]}}, "access.sign_in": {"praise": 8, "complaint": 24, "n": 32, "weighted": {"praise": 5.05, "complaint": 16.01}, "praiseShare": 25.0, "ci95": [13.3, 42.1], "regard": 0.5251, "regardCi95": [0.495, 0.56], "salience": 0.4, "receipts": {"praise": [{"date": "2026-10-13", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "at least with the native windows app it does not force you to create an account. it's very easy to avoid creating an account and use a local server. i would assume other platforms are identical.", "link": "https://www.reddit.com/r/hermesagent/comments/1x4wdy1/installing_hermes_without_it_forcing_to_me_an/pgh9h4c/"}, {"date": "2026-10-10", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@fjzeit @mjmeyer easy to use oauth on the claude code login for my hermes agent. not sure why your harness can't too.", "link": "https://twitter.com/11424502/status/2108874229970260370"}, {"date": "2026-09-06", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "@witcheer @nousresearch @teknium bro however it’s running this via oauth, please never change it!! thank you thank you!!", "link": "https://twitter.com/1887680269752410113/status/2096618903224922589"}], "complaint": []}}, "access.setup": {"praise": 250, "complaint": 371, "n": 621, "weighted": {"praise": 150.25, "complaint": 237.24}, "praiseShare": 40.3, "ci95": [36.5, 44.2], "regard": 0.4225, "regardCi95": [0.392, 0.456], "salience": 7.3, "receipts": {"praise": [{"date": "2026-10-16", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "yep, it doesn't need much to perform good and once you use it for a while you can understand what your specific setup needs and just ask hermes to set it up.", "link": "https://www.reddit.com/r/hermesagent/comments/1x7b6kw/hot_take_dont_bother_with_proper_settings_if_you/ph6j2rb/"}, {"date": "2026-10-16", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "i installed hermes agent on a vps... one command and a wizard. i connected it to an openai compatible endpoint and asked it who i am, without giving it context. it found me anyway hehe the bare installation, step by step: [link] [link] @helmcode @barckcode @borjaperfra", "link": "https://twitter.com/850799668686663681/status/2111125012392583236"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "i've been really happy with matrix. i moved off telegram to it. hermes set it up for me", "link": "https://www.reddit.com/r/hermesagent/comments/1x68c6a/ive_tried_telegram_slack_and_redde_whats_the_best/pgtid98/"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "one macbook air. venue wifi. most of an afternoon to install one ai agent.\nhere's what that looked like...\n@nousresearch", "link": "https://twitter.com/212748185/status/2111255298614690299"}, {"date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "i tried hermes agent, too complicated to setup. just subscribed to grok bot.\ngetting things done is more important than trynna save couple bucks a month. 🤘", "link": "https://twitter.com/3132573418/status/2111269150853398822"}, {"date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "i tried hermes agent, too complicated to setup. just subscribed to grok bot.\ngetting things done is more important than trynna save couple bucks a month. 🤘 @elonmusk", "link": "https://twitter.com/3132573418/status/2111269225755202035"}]}}, "connect.coverage": {"praise": 275, "complaint": 92, "n": 367, "weighted": {"praise": 167.43, "complaint": 55.48}, "praiseShare": 74.9, "ci95": [70.3, 79.1], "regard": 0.5674, "regardCi95": [0.538, 0.597], "salience": 4.3, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "@nousresearch i’ve already tried the connectors — very convenient. one privacy question: when i connect a service, what can nous portal access? are the service credentials and tool requests/results handled on nous servers, or do they stay local?", "link": "https://twitter.com/420266015/status/2110600949891056059"}, {"date": "2026-10-15", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "i knew i made the right decision to avoid building connectors and just go and use hermes agent in the backend !\n[link] [link]", "link": "https://twitter.com/1965652428386127872/status/2110549715611705648"}, {"date": "2026-10-15", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "connectors natively through hermes agent has been real clutch for me. start connecting! [link]", "link": "https://twitter.com/42450808/status/2110696936961720740"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@nousresearch i'm on v0.22.0, but i don't see the gmail connector (searching \"google\" also shows no matching apps) 🤔 [link]", "link": "https://twitter.com/11956412/status/2110467692289520126"}, {"date": "2026-10-14", "source": "YouTube", "community": "Hermes Agent Update v0.22 is MASSIVE! (Threshold Release)", "polarity": "complaint", "text": "local models provider , subagents , were already available a bunch of updates ago.... gmail conenctor is not avialable ....\nplease fact check...", "link": "https://www.youtube.com/watch?v=pAaAgcjNgEs&lc=UgziBpkkilteScQYQfB4AaABAg"}, {"date": "2026-10-06", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "muse immediately helped me manage gmail, and with one sentence, it connected to whatsapp. back then, i spent at least a day trying to connect my hermes agent to wechat. 😅 [link]", "link": "https://twitter.com/797469480225865728/status/2107359164452491609"}]}}, "connect.account_link": {"praise": 33, "complaint": 170, "n": 203, "weighted": {"praise": 20.31, "complaint": 102.73}, "praiseShare": 16.3, "ci95": [11.8, 22.0], "regard": 0.4877, "regardCi95": [0.452, 0.53], "salience": 2.4, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "i’m not the biggest fan of hermes agent but they are the only ones who have implemented a good browser auth vault. \nit even handles 2fa graciously.", "link": "https://twitter.com/308554709/status/2111436898581278981"}, {"date": "2026-10-02", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@ilyas_tjhia @coldniko no issue using hermes agent latest version to connect to strata using openai api format in another pc.", "link": "https://twitter.com/995197296043163648/status/2105853048077877316"}, {"date": "2026-09-30", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "@borismpower pleasantly suprised to see that continue with chatgpt account in the @nousresearch hermes ui. it immediately linked my subscription so i was able to connect oai models to my harness. \nthat's the ux i wanted. great execution here. [link]", "link": "https://twitter.com/1458111452397674503/status/2105112563285676388"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@nousresearch seems like connectors on nous portal has the issue right now? \nit shows oauth app with client id does not exist. and invalid redirect url.", "link": "https://twitter.com/144893957/status/2109845222398247056"}, {"date": "2026-10-12", "source": "YouTube", "community": "Cara Install Hermes Agent di Windows — Lengkap dari Nol! 🚀", "polarity": "complaint", "text": "bang, why does mine show an error message saying \"messaging platforms failed to load\" when i open the message to connect to telegram?", "link": "https://www.youtube.com/watch?v=oZcMsDQfpZc&lc=Ugx0KE60LrQqKjfWaUF4AaABAg"}, {"date": "2026-10-11", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@teknium @russbroomell i installed the plugin on the hermes desktop through hermes cloud but i am unable to provide the authorization token. what now?", "link": "https://twitter.com/1437950172206616581/status/2109321089859863006"}]}}, "connect.site_blocking": {"praise": 12, "complaint": 31, "n": 43, "weighted": {"praise": 7.76, "complaint": 18.24}, "praiseShare": 27.9, "ci95": [16.7, 42.7], "regard": 0.5179, "regardCi95": [0.492, 0.546], "salience": 0.5, "receipts": {"praise": [{"date": "2026-10-08", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@lyndallschreinr we use browsermcp for our family’s hermes agent, and it does not get blocked. we’ve ordered through instacart, walmart, etc. \nnot sure if bot supports it. \n[link]", "link": "https://twitter.com/3659691/status/2108178306604359843"}, {"date": "2026-09-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@teknium @elonmusk all captcha is broken, just not evenly figured out yet.\nour hermes agent desktop computer use plugin can slice through most of them using only local models now like a hot knife through butter. 🤫", "link": "https://twitter.com/1368705877746802693/status/2100605601113833840"}, {"date": "2026-09-03", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "нам походу пизда.\nhermes agent pass through yandex captcha 😱 [link]", "link": "https://twitter.com/2585887405/status/2095653973789131257"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "yes but it keeps encountering cloudflare for this particular case", "link": "https://www.reddit.com/r/hermesagent/comments/1x5k2x5/how_can_i_use_hermes_to_extract_past_as_well_as/phar7xw/"}, {"date": "2026-10-06", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@ram4_dev hey, would you make a tutorial please? i tried to do it from the hermes desktop and linkedin almost blocked my account.", "link": "https://twitter.com/2057583193230848000/status/2107510858842829287"}, {"date": "2026-10-05", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@theprimeagen @ashutosh_bind15 and it works well? doesn’t it ever get stuck because of bot detection? my hermes’ agent always does even though it’s using computer use", "link": "https://twitter.com/14396886/status/2106899821969789091"}]}}, "connect.local_device": {"praise": 132, "complaint": 37, "n": 169, "weighted": {"praise": 82.7, "complaint": 19.44}, "praiseShare": 78.1, "ci95": [71.3, 83.7], "regard": 0.5982, "regardCi95": [0.57, 0.626], "salience": 2.0, "receipts": {"praise": [{"date": "2026-10-12", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "yep i've been using browseros (original not neo) with ornith 35b + hermes. it's great because i can just handoff whatever i'm doing in the browser to hermes.", "link": "https://www.reddit.com/r/hermesagent/comments/1x421vm/finally_found_good_browser_automation_browseros/pfhhxgi/"}, {"date": "2026-10-11", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@0xbakeer i bought him a laptop a he operates the whole machine via hermes agent and it's great!", "link": "https://twitter.com/1540585719181238272/status/2109375488607011256"}], "complaint": [{"date": "2026-10-11", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@derekmross the real question is, does it give you full access to gps, nfc, and other sensors? i'm guessing absolutely not, which is why i went from excited i could run hermes-agent on my phone to not seeing a point at all when i can use it remotely through whitenoise.", "link": "https://twitter.com/14655227/status/2109371039457350006"}, {"date": "2026-10-05", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@nousresearch @tszaks this is great, but if it natively would work with the phone app and messages app on a mac that would be even better. its the biggest thing holding me back. i don't personally want to use photon, i have an iphone dedicated to my ai assistant", "link": "https://twitter.com/1813374604674465792/status/2107167527872888899"}, {"date": "2026-09-22", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "it’s too hard to connect your phone and laptop to hermes agent running on a desktop.\nshould be way simpler but i am pushing qwen3.8 flash next to its limits to figure out how to set this shit up lol.", "link": "https://twitter.com/1945880961301770240/status/2102506944800141357"}]}}, "connect.file_transfer": {"praise": 8, "complaint": 11, "n": 19, "weighted": {"praise": 4.46, "complaint": 6.19}, "praiseShare": 42.1, "ci95": [23.1, 63.7], "regard": 0.5081, "regardCi95": [0.494, 0.525], "salience": 0.2, "receipts": {"praise": [{"date": "2026-09-04", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@rodydavis for antigravity, i'd really like to see drag and drop for files and folders just like hermes agent, instead of going to my folders and copying file names and paths every time. and i can't right click in the chat box for some reason. and the /goal skill isn't really consistent\n1", "link": "https://twitter.com/1136347722691284992/status/2095749050423279708"}, {"date": "2026-09-23", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "now i drop the psd in a google drive folder and message the hermes agent on the old omarchy laptop. it flattens the psd to a png, runs the darkroom export, and puts both files back in the same folder. i qc, then send.", "link": "https://twitter.com/1208873072633139200/status/2102835569852285191"}, {"date": "2026-09-05", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@gigazine the system that allows you to receive the results of hermes agent via email is easy and convenient! it seems good for tracking the behavior of the agent as it grows the more you use it.", "link": "https://twitter.com/1984644897400635399/status/2096365043470471470"}], "complaint": [{"date": "2026-09-21", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "i try to told my hermes to do it (i link it with my account my mcp so it can sent 2gb files) but it still not enough (he told me that he need 10gb!)", "link": "https://www.reddit.com/r/hermesagent/comments/1wmfvgc/how_to_make_hermes_agent_sent_a_weekly_back_up/"}, {"date": "2026-09-10", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "the only major flaw in @nousresearch hermes is that it is impossible to open the file there is no button to go to the path on your desktop.\nthis would be so easy to add. and also the \"artefact\" collection doesn't show any of the files that matter, the important ones are missing!", "link": "https://twitter.com/433178522/status/2098087566729687249"}, {"date": "2026-10-10", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@monomulti_ custom, i did not like hermes desktop and telegram works very poorly on pc for adding files, the message stays loading for a thousand hours.", "link": "https://twitter.com/259805384/status/2108756221180158035"}]}}, "ask.channel": {"praise": 193, "complaint": 66, "n": 259, "weighted": {"praise": 125.63, "complaint": 41.28}, "praiseShare": 74.5, "ci95": [68.9, 79.4], "regard": 0.55, "regardCi95": [0.507, 0.591], "salience": 3.1, "receipts": {"praise": [{"date": "2026-10-17", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "i use discord with my family and they all have their own agent with connected bot. works well.", "link": "https://www.reddit.com/r/hermesagent/comments/1x89pzq/ways_to_share_hermes_profile_with_family/phat085/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "i personally use my hermes almost 100% through telegram. it's my preferred method. it's just so simple and it works very well imo.\ni just got my non techy wife setup with hers and the only thing i told her she might need to do is start new conversations if the topic changes.", "link": "https://www.reddit.com/r/hermesagent/comments/1x89pzq/ways_to_share_hermes_profile_with_family/phdm9p7/"}, {"date": "2026-10-15", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@robinebers that's basically the only reason why i still have my hermes agent. it's super useful in whatsapp and specifically in our company whatsapp group.", "link": "https://twitter.com/28565463/status/2110664006121779628"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "i’m searching for an alternative way to use multiple hermes chats on my phone, telegram is not working perfectly for me. any suggestions? @nousresearch #hermesagent", "link": "https://twitter.com/1477309959633313794/status/2110259130846064936"}, {"date": "2026-10-03", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@alokdotsh @nousresearch we definitely need it, better to manage hermes from their own app instead of telegram or other messaging apps", "link": "https://twitter.com/828254609906999301/status/2106271768411332763"}, {"date": "2026-10-03", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@nousresearch @weixin_wechat please improve the gateway issues and command issues of wechat.", "link": "https://twitter.com/1982698872117047296/status/2106527903983059069"}]}}, "ask.voice": {"praise": 55, "complaint": 32, "n": 87, "weighted": {"praise": 38.58, "complaint": 21.93}, "praiseShare": 63.2, "ci95": [52.7, 72.6], "regard": 0.5692, "regardCi95": [0.541, 0.597], "salience": 1.0, "receipts": {"praise": [{"date": "2026-10-14", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "hermes conduit. it's excellent, and you can even get your agent to call you. i use it with gpt-live-1 and it's as good as dot.", "link": "https://www.reddit.com/r/hermesagent/comments/1x5ynry/realtime_voice_with_hermes_agent_selfhosted/pgrz7i0/"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "yes i use a speaches container, it does stt, you need to download a model. then hermes desktop comes with piper for tts.\nit's working quite good!", "link": "https://www.reddit.com/r/hermesagent/comments/1x5ynry/realtime_voice_with_hermes_agent_selfhosted/pgsddtd/"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "+1 i also have it running on hermes conduit, and it's working great. it's even on my apple watch, where i can initiate and have a voice call without my phone nearby. i'm using gemini live as the engine because i already have a google ai pro plan.", "link": "https://www.reddit.com/r/hermesagent/comments/1x5ynry/realtime_voice_with_hermes_agent_selfhosted/pgsdkqe/"}], "complaint": [{"date": "2026-10-11", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "hermes agent's sst/tts settings\nsst went through, but tts is having difficulties... llm is w 😂", "link": "https://twitter.com/3008507666/status/2109177023033970796"}, {"date": "2026-10-08", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@hermesagenttips i have terrible luck with voice in hermes desktop. it just sits there and says \"transcribing\". it might be because i am using a remote gateway. it's supposed to work but i can't get it to work.", "link": "https://twitter.com/1244355289/status/2108026747166048426"}, {"date": "2026-10-07", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@nousresearch @daniele_veri @openai i use my dot as a voice interface for hermes. if hermes had a voice interface like dot there would never be any reason to use anything else.", "link": "https://twitter.com/1365128530405847041/status/2107651979291893813"}]}}, "ask.conversation": {"praise": 69, "complaint": 141, "n": 210, "weighted": {"praise": 43.22, "complaint": 85.14}, "praiseShare": 32.9, "ci95": [26.9, 39.5], "regard": 0.4705, "regardCi95": [0.439, 0.505], "salience": 2.5, "receipts": {"praise": [{"date": "2026-10-14", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "i used to just have the bot chat with the main guy but that's not right i figured so now i'm using sessions with the main bot per topic. works great", "link": "https://www.reddit.com/r/hermesagent/comments/1x5qtoh/my_hermes_setup_on_proxmox_with_sshterminal/pgqqs0t/"}, {"date": "2026-10-14", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "@smartobsidian i inbuilt it into @nousresearch - agent&gt;app. plus you have all chats in one place (not in chatgpt/claude/deepseek/opencode/claude code) - it does it all.\nobsidian with smart connections\ncoding\nand personal assistance.", "link": "https://twitter.com/299021213/status/2110432182900789632"}, {"date": "2026-10-13", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "i love working on two different projects at the same time, while not even being at my desk.\n@nousresearch’s hermes agent + herdr = winning 🏆", "link": "https://twitter.com/2109347594271088640/status/2110107606761218238"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@forkbombrule hermes' agent flow feels clunky compared to the web ui's instant branching. the github linking works, but the context switching still trips me up.", "link": "https://twitter.com/1498556764391755776/status/2110591031171571980"}, {"date": "2026-10-13", "source": "YouTube", "community": "My FULL Hermes Agent Setup (HermesOS)", "polarity": "complaint", "text": "why do the bots keep creating threads in the channels for everytime you ask it something", "link": "https://www.youtube.com/watch?v=1CLc-VeEivk&lc=Ugxhc-QezQj35Rm4xKJ4AaABAg"}, {"date": "2026-10-12", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "i'm going to say something unpopular here. but hermes agent sucks. this is just one example. wdym i can't delete a session? why on earth does it need a model to delete a session? what the heck? [link]", "link": "https://twitter.com/1888797235304890368/status/2109494414611480895"}]}}, "ask.speed": {"praise": 116, "complaint": 185, "n": 301, "weighted": {"praise": 73.18, "complaint": 125.95}, "praiseShare": 38.5, "ci95": [33.2, 44.1], "regard": 0.4209, "regardCi95": [0.389, 0.45], "salience": 3.5, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "the q4_k_xl of that guy took about 7 minutes to prefill until the first token with opencode, so i was planning to drop it to iq3_s, but when i accidentally used q4_k_xl with hermes agent, the prefill was reasonably fast. opencode is light, and hermes is not necessarily heavy.", "link": "https://twitter.com/1468029800832897026/status/2111628422770536836"}, {"date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@doooyle thank you so much, did the same with my hermes agent, and its sooooooo much faster. thank you so much!", "link": "https://twitter.com/1158480008626737159/status/2111551257387356420"}, {"date": "2026-10-14", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "i typed the /compress command in the same chat that was heavy (hermes desktop) and boom! \ni was blown away by the result. \nthe chat speed went from 50 minutes to 5 to 10 minutes and it's not slow anymore 😅 [link]", "link": "https://twitter.com/2072811975000670208/status/2110312843287421247"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@nousresearch 5 hours later a 30min task still isnt done, holy fucking airball, is this the start of a downfall?", "link": "https://twitter.com/917031602902982656/status/2111480725270679663"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "lm studios system prompt is tiny, hermes importants thousands of tokens worth in tools which makes it slower. caching could help but the first response will always be slow", "link": "https://www.reddit.com/r/hermesagent/comments/1x7gxyk/first_time_hermes_user_kinda_confusing_and/ph3zy3k/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "looking for a polished android alternative. i have tried hermes relay, but i had to wait up to 30 seconds for a response.", "link": "https://www.reddit.com/r/hermesagent/comments/1x5ynry/realtime_voice_with_hermes_agent_selfhosted/pgutz5k/"}]}}, "ask.app_client": {"praise": 80, "complaint": 335, "n": 415, "weighted": {"praise": 51.2, "complaint": 212.47}, "praiseShare": 19.3, "ci95": [15.8, 23.3], "regard": 0.4122, "regardCi95": [0.378, 0.446], "salience": 4.9, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "am i the only one who likes the interface of hermes agent? it's very refreshing. [link]", "link": "https://twitter.com/2019284742601076738/status/2111663518185627900"}, {"date": "2026-10-14", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@imbabybrooklyn i have only used hermes because of the desktop ngl, for cli i have pi agent and i still use cowork with anthropic models.\nbut hermes desktop it’s a thing of beauty and i’m sad to see you go. ☹️", "link": "https://twitter.com/1497065030289870875/status/2110475299511025822"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "an implementation of kanban that feels correct in a mobile ui. kanban is one of my most used features.", "link": "https://www.reddit.com/r/hermesagent/comments/1x1zdix/what_do_you_want_in_a_hermes_mobile_app/pey2o2u/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@adolandev @nousresearch will check them out. my hermes basic theme def needs an overhaul.", "link": "https://twitter.com/1961540295859781632/status/2111829897987473553"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "i'd say if you have had any experience with the hermes official desktop app you'd appreciate any and all alternatives.", "link": "https://www.reddit.com/r/hermesagent/comments/1x6xcxl/introducing_hermes_deck_an_agent_orchestrator/ph8js90/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "note that hermes desktop is resource intensive. try for now the plain hermes tui (text user interface)", "link": "https://www.reddit.com/r/hermesagent/comments/1x71hen/my_hermes_desktop_is_freezing_on_my_m3_macbook_is/ph1efw8/"}]}}, "ask.persona": {"praise": 75, "complaint": 32, "n": 107, "weighted": {"praise": 45.6, "complaint": 19.08}, "praiseShare": 70.1, "ci95": [60.8, 77.9], "regard": 0.4707, "regardCi95": [0.438, 0.502], "salience": 1.3, "receipts": {"praise": [{"date": "2026-10-13", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "@iamnotkookie @nousresearch @github thinks over it and tones down for me to understand", "link": "https://twitter.com/1617512860615344129/status/2110072636965626331"}, {"date": "2026-10-12", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "actually appropriate persona for my default hermes agent #hermes @nousresearch [link]", "link": "https://twitter.com/7215722/status/2109566009590091816"}, {"date": "2026-10-11", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "hermes agent booting up local models has jokes. \n@godisvoluntary [link]", "link": "https://twitter.com/1519517200406794241/status/2109119528248414592"}], "complaint": [{"date": "2026-10-04", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "i just got into a huge fight with hermes agent\ni thought this thing was supposed to be cool\nit's just a sassy bitch", "link": "https://twitter.com/1528829094183436288/status/2106891486184825071"}, {"date": "2026-10-02", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@karpathy thank you, thank you, thank you. (you’re a bloody legend). \nmy hermes agent bottle was starting to give james joyce a run for his money in dense reply’s. 😅", "link": "https://twitter.com/1943874984084221952/status/2105845615804735971"}]}}, "act.email": {"praise": 31, "complaint": 2, "n": 33, "weighted": {"praise": 22.62, "complaint": 1.71}, "praiseShare": 93.9, "ci95": [80.4, 98.3], "regard": 0.5057, "regardCi95": [0.472, 0.533], "salience": 0.4, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@tommithetechie i've used grokbot to triage my email daily and i actually don't dread looking at my inbox anymore. thousands of emails are now less than 50 at any given moment.\ni just set up a hermes agent at work to do the same thing. so far, so good 👍", "link": "https://twitter.com/1656696358714105857/status/2111874869390385363"}, {"date": "2026-10-16", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@haukejung i use hermes agent to triage and process everything. 0 inbox ❤️", "link": "https://twitter.com/1359042541941907457/status/2111039119727919449"}, {"date": "2026-09-22", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@eloise[phone] hi, it's a hermes agent cron connected to my m365 tenant that does the job, it sorts into predefined folders, and when it doesn't know, it goes into others. i processed my old hotmail box that contained 3500 emails and honestly, it's perfect.", "link": "https://twitter.com/543715390/status/2102290197849202761"}], "complaint": [{"date": "2026-10-03", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@nousresearch @maxkolysh you skip emails from noreply addresses though. had to process them manually with a cronjob from scratch.", "link": "https://twitter.com/2087859790550839296/status/2106278375027548254"}]}}, "act.calendar": {"praise": 11, "complaint": 0, "n": 11, "weighted": {"praise": 7.09, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [74.1, 100.0], "regard": 0.5093, "regardCi95": [0.504, 0.515], "salience": 0.1, "receipts": {"praise": [{"date": "2026-09-24", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "@euroleague let's goooooo! my @nousresearch hermes agent already put all the games on my calendar for me so that i don't miss anything. this new season is gonna be 🔥", "link": "https://twitter.com/29865611/status/2103022444327928277"}, {"date": "2026-09-01", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@gsnchez yeah, i run a hermes agent. it has been taking care of my calendars, schedules, my family events, and stuff like that. it has been amazing. i love it.", "link": "https://twitter.com/445958841/status/2094589299429642377"}, {"date": "2026-09-30", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@ekaeoq @alxfazio you can have your google calendar appear in your apple calendar\nsettings -&gt; calendar -&gt; calendar accounts -&gt; add account -&gt; google \ni have manually set mine up with hermes agent and i can just paste whatever into telegram and it schedules it all for me", "link": "https://twitter.com/1598420940442013696/status/2105426740633797018"}], "complaint": []}}, "act.reservations": {"praise": 16, "complaint": 0, "n": 16, "weighted": {"praise": 11.03, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [80.6, 100.0], "regard": 0.5151, "regardCi95": [0.508, 0.524], "salience": 0.2, "receipts": {"praise": [{"date": "2026-10-16", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "hermes checked in for my flight automatically as soon as it opened! opus 5.5 with camofox handled it perfectly. told me my boarding group and sent me my boarding pass.", "link": "https://www.reddit.com/r/hermesagent/comments/1x7c6m2/what_have_you_done_with_hermes_agent_this_week/ph6w0ts/"}, {"date": "2026-10-04", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "@argofowl honestly just use hermès agent @nousresearch i created my own version of dots using gpt sub and was able to book a hotel accommodation. [link]", "link": "https://twitter.com/2098740147462549504/status/2106642986583089433"}, {"date": "2026-10-13", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "hermes agent organized my daily routine — now hooked up to @fitnessfirstger 🏋️♂️🤖\ninstead of tapping through the app, i just chat with your agent\n🔹 find &amp; book classes (hyrox, etc.)\n🔹 check-in history &amp; activity\n🔹 egym bioage &amp; body fat stats\n🔹 club leaderboard &amp; ranking\n👇", "link": "https://twitter.com/1676828536236044288/status/2109981990154072488"}], "complaint": []}}, "act.shopping": {"praise": 24, "complaint": 3, "n": 27, "weighted": {"praise": 18.37, "complaint": 2.44}, "praiseShare": 88.9, "ci95": [71.9, 96.1], "regard": 0.5148, "regardCi95": [0.495, 0.533], "salience": 0.3, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "i sent this tweet to my hermes agent and it not only identified that it's wrong coupon code.... but it ordered the domain for me too [link] [link]", "link": "https://twitter.com/1384843616145666049/status/2111803598183223364"}, {"date": "2026-10-13", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "my hermes agent went shopping for 6 gpus.\nit came back with a full ebay market report.\n- nvidia\n- amd\n- complete servers. \n- eu delivery. \n- two benchmark tracks. \n- software support. \nbest find: 6 used tesla p40s, 144gb of vram, $1,722.\nit even flagged which cards current vllm won’t run on.\npowered by tinyfish search + fetch. \nreal listings, real prices, 100+ cited sources.", "link": "https://twitter.com/1032195487/status/2110044685838274914"}, {"date": "2026-10-12", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "today in trying to automate my life: hermes desktop found all of the items from my (apple) reminders app's shopping list, found matching items on shopee (with an expressed preference for purchasing from the same vendor as before or a reputable vendor), and added them to the shopping cart. 👌🏻", "link": "https://twitter.com/14832465/status/2109521841060766140"}], "complaint": []}}, "act.admin": {"praise": 152, "complaint": 1, "n": 153, "weighted": {"praise": 94.76, "complaint": 0.5}, "praiseShare": 99.3, "ci95": [96.4, 99.9], "regard": 0.5808, "regardCi95": [0.542, 0.61], "salience": 1.8, "receipts": {"praise": [{"date": "2026-10-17", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "my work hermes agent did most of a 200 question infosec bank audit for me. been working on the agent for a few weeks and today it did the 119 “match to correct sop” for me in 15 min. typically take me a whole day to do that section.", "link": "https://www.reddit.com/r/hermesagent/comments/1x7c6m2/what_have_you_done_with_hermes_agent_this_week/ph7tntn/"}, {"date": "2026-10-13", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "my hermes agent creates automated journal entries for change log purposes for my proxmox ve server cluster #ai #hermesagent #homelab #homeserver #netbox [link] [link]", "link": "https://twitter.com/3193361509/status/2110054999774650720"}], "complaint": []}}, "act.finance": {"praise": 26, "complaint": 0, "n": 26, "weighted": {"praise": 16.1, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [87.1, 100.0], "regard": 0.5205, "regardCi95": [0.513, 0.528], "salience": 0.3, "receipts": {"praise": [{"date": "2026-10-06", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "this is awesome! turning my agent into a proper quant with @senpi_ai + @nousresearch ! [link]", "link": "https://twitter.com/26035132/status/2107594247969067379"}, {"date": "2026-10-06", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "@drewaustin @senpi_ai @nousresearch bringing market reads, trader research, and strategy design into one agent workflow makes the quant setup much more accessible.", "link": "https://twitter.com/1629889110608613376/status/2107594844340363364"}, {"date": "2026-10-06", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@nikinikitaliana i already have my virtual accountant made with hermes agent and different ais. \nit works fantastically well, yesterday in a little while it learned to calculate salaries outside of the agreement, we continue with profits and so on.", "link": "https://twitter.com/2061953142971879424/status/2107547978634244142"}], "complaint": []}}, "act.research": {"praise": 262, "complaint": 15, "n": 277, "weighted": {"praise": 166.43, "complaint": 10.1}, "praiseShare": 94.6, "ci95": [91.3, 96.7], "regard": 0.4892, "regardCi95": [0.416, 0.558], "salience": 3.3, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "hermes agent helping me decide which saved videos to skip? useful. @witcheer shared by2kb: local transcription and an abstract before the full notes. i like filtering the backlog before committing to more reading [link]", "link": "https://twitter.com/1370743150940196867/status/2111751041326997921"}, {"date": "2026-10-16", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "@scobleizer @nousresearch i love it! @nousresearch’s hermes run our seo and aeo, bd, research and so much more too", "link": "https://twitter.com/1847772186997911552/status/2110903676667851114"}, {"date": "2026-10-14", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "@knowixbuilds @tiny_fish @nousresearch my hermes agent got much better at looking up stuff", "link": "https://twitter.com/1803080798989352960/status/2110313793334972455"}], "complaint": [{"date": "2026-10-03", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@jennyai bro, i'm trying to get my hermes agent to find me more car insurance options, and it's struggling bad, man. it sucks. @nousresearch please halp. i want my personal assistant to be able to find me car insurance.", "link": "https://twitter.com/1159585959534571525/status/2106237924971036706"}, {"date": "2026-09-29", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "it seems that llm-jp-4.1 and tool call are working, but with hermes agent, it just ends with read skill, so it doesn't refine the information...", "link": "https://twitter.com/575833118/status/2104762733724045788"}, {"date": "2026-09-25", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "i want my hermes to search in telegram channels after it join it cuz i need some files i cant find it anywhere else (**its not movies or anything illegal** !)\ni linked it with my second account to do this but its too bad and slow\nanyone do the same?\nthx guys for help 💚", "link": "https://www.reddit.com/r/hermesagent/comments/1wq10h9/search_in_telegram/"}]}}, "act.build": {"praise": 319, "complaint": 34, "n": 353, "weighted": {"praise": 214.82, "complaint": 24.39}, "praiseShare": 90.4, "ci95": [86.8, 93.0], "regard": 0.4994, "regardCi95": [0.443, 0.556], "salience": 4.2, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "using @nousresearch i made a remote on my laptop that can control my xbox and tv\nlive fantasy football and screen mirroring with transparent window [link]", "link": "https://twitter.com/4515770842/status/2111883243259596869"}, {"date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@mervenoyann @ngxson 6 month ago i asked hermes to build and host a r1 custom creation which was basically a ptt walkie-talkie-like remote to hermes agent. frontier intelligence with full agentic abilities in the pocket. i worked like a charm.", "link": "https://twitter.com/26467398/status/2111917585600319933"}, {"date": "2026-10-17", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "hermes helped fix its own windows chat spell-check: underlines + right-click corrections now work for me. plugin, report and test results (local workaround, not an official patch):\n[link]\nthanks @nousresearch @teknium!", "link": "https://twitter.com/2188832098/status/2111538806876680413"}], "complaint": [{"date": "2026-10-14", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "hermes on its own is weirdly bad at programming at least in my experience. what you can do tho is just have it use codex or claude code itself.", "link": "https://www.reddit.com/r/hermesagent/comments/1x5db7g/hermes_for_programming/pglep0r/"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "cli for development is different from hermes, zcode is very close to claude code for me. hermes was not made for this at least that is what i have as experience.", "link": "https://www.reddit.com/r/hermesagent/comments/1x12qzx/the_unfortunate_truth_is_nothing_beats_claude/per3x4y/"}, {"date": "2026-10-08", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@keaton_bo do you want to talk about hermes agent or deepseek harness? i've used both, but in terms of programming, they are far inferior to claude code combined with this.", "link": "https://twitter.com/2095150719913623553/status/2108221810504593858"}]}}, "act.content": {"praise": 146, "complaint": 11, "n": 157, "weighted": {"praise": 95.88, "complaint": 6.9}, "praiseShare": 93.0, "ci95": [87.9, 96.0], "regard": 0.5649, "regardCi95": [0.534, 0.596], "salience": 1.9, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "my hermes agent (jerry🐐) writes 2 blog posts per week for me\nthis has significantly increased my seo for [link]\nsaying way more traffic from google searches and even chatgpt🤯 [link]", "link": "https://twitter.com/1974852495030591488/status/2111495876757889037"}, {"date": "2026-10-14", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "using @nousresearch hermes desktop in my video editing. slowly training it in color grading, and it getting better! [link]", "link": "https://twitter.com/1779489763550216192/status/2110292979298750910"}], "complaint": [{"date": "2026-10-03", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "i want to use hermes to be my ai agency cfo or coo call what you want, i want it to help my with my ads i gave it higgesfield api and it still generated the worst instagram post and ads creatives i ever seen, is it with the model im using ? or it just cant do it ?", "link": "https://www.reddit.com/r/hermesagent/comments/1wx0vbp/i_cant_find_any_useful_thing_from_hermes/"}, {"date": "2026-09-16", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "i've tried making videos recently in hermes agent and the models just say theres errors on the portal end.\nboth astra and deepseek 4.1 flash. [link]", "link": "https://twitter.com/944741633337282565/status/2100245788454453574"}, {"date": "2026-09-09", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "deepseek harness vs hermes agent \nsame exact prompt, same exact task.\nlumenria — \"nuit écarlate\" nº 07 - deepseek harness\nméridien — sillage nº7 · eau de corps - hermes agent\nimo deepseek harness is the clear winner with much more vibrance\nprompt👇", "link": "https://twitter.com/1948403370584064000/status/2097685531333107934"}]}}, "act.outreach": {"praise": 41, "complaint": 3, "n": 44, "weighted": {"praise": 23.81, "complaint": 1.77}, "praiseShare": 93.2, "ci95": [81.8, 97.7], "regard": 0.5193, "regardCi95": [0.498, 0.536], "salience": 0.5, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "was playing with @bot and found the first thing it can't do that my hermes desktop could - grok bot struggled to use my agentphone number to place calls on my behalf using an [link] voice. it also insists on disclosing its ai at the beginning of any call. sucks.", "link": "https://twitter.com/1656108627734810625/status/2110747460868153700"}, {"date": "2026-09-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "get your hermes agent its own email acct (my agent, darren, uses agentmail) and have it deal with online orders that haven't gone the way you'd hoped. chances are you'd be dealing with a bot yourself. have your agent joust with theirs. darren got me a $15 promo code yesterday!", "link": "https://twitter.com/48668716/status/2100998443942457507"}, {"date": "2026-09-03", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "absolutely in love with the new browser automation from @nousresearch it can give replies on my behalf on reddit! my agent is picking up clients from replying, giving them a freebie to solve their real estate pain points. i'm building an email list with potential clients ❤️ 🙌", "link": "https://twitter.com/2071442995472121856/status/2095582610038661222"}], "complaint": [{"date": "2026-09-13", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@muse did a better job setting up the ability to make phone calls for me than hermes agent… 🤯", "link": "https://twitter.com/18274939/status/2099218781662851284"}]}}, "act.computer_use": {"praise": 79, "complaint": 61, "n": 140, "weighted": {"praise": 49.03, "complaint": 36.98}, "praiseShare": 56.4, "ci95": [48.2, 64.4], "regard": 0.4833, "regardCi95": [0.451, 0.513], "salience": 1.7, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "once you see your @nousresearch hermes agent signing up by itself with @agentmail and using a product autonomously you realize nothing was the same... [link]", "link": "https://twitter.com/2665266448/status/2111101110295658824"}, {"date": "2026-10-14", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@wikiwayne exl3 specifically but hermes agent automatically uses vision to look at its progress and correct mistakes along the way", "link": "https://twitter.com/1382136217601417222/status/2110402234433556982"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "looks great! curious,what does browseros neo do better than hermes’s builtin browser use? i’ve been asking hermes to handle browser tasks directly and it’s worked well for me, so i’d love to understand what the extra setup adds.", "link": "https://www.reddit.com/r/hermesagent/comments/1x421vm/finally_found_good_browser_automation_browseros/pfg86nm/"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@nousresearch @teknium \ngentleman, i regret to inform you that cua on omarchy linux sucks ass , screen goes completely black and i have to terminal out", "link": "https://twitter.com/2024971808450174976/status/2110904605395861932"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "i ran into several issues with form filling, maybe only around 70% success and with browseros neo, i am closer to 90%+.", "link": "https://www.reddit.com/r/hermesagent/comments/1x421vm/finally_found_good_browser_automation_browseros/pggclj6/"}]}}, "act.stops_short": {"praise": 104, "complaint": 90, "n": 194, "weighted": {"praise": 61.5, "complaint": 58.72}, "praiseShare": 53.6, "ci95": [46.6, 60.5], "regard": 0.4915, "regardCi95": [0.461, 0.521], "salience": 2.3, "receipts": {"praise": [{"date": "2026-10-11", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "got @sinkingstargame working on mac mini m4 with @codeweavers crossover!\nlazy sunday: i got hermes agent to install and set it all up, from laptop, a few prompts and a login to steam. \nlooks and sounds great, runs decently. if there are issues, will try fix and report. [link]", "link": "https://twitter.com/2758152969/status/2109190559189389445"}, {"date": "2026-10-11", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "#ai @work. my hermes agent is currently migrating proxmox vms to my new hyper-v. everything completely autonomous. including converting the vms from bios to uefi. this can of course also go in the other direction (if needed) [link]", "link": "https://twitter.com/35470806/status/2109200473739645110"}, {"date": "2026-10-11", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@hanghuang_ it’s an effective setup, i agree. when all the back-and-forth flows through a single channel, there’s no wasted motion. that’s why my gerasim (hermes agent) stays calm and focused on the task, and i don’t need to micromanage.", "link": "https://twitter.com/2023352631767257089/status/2109352123854897448"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "ahaha, to update hermes agent, i had to used @opencode to write a git graph as it couldn't complete the update by itself... it's fun to work with these guys", "link": "https://twitter.com/3431097473/status/2110668936627064832"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "not all\nit always tell me to open the server terminal and some stuff manually\nits not that bad cuz i start learning new stuff through this\nbut still annoying if i cant access my computer in the moment", "link": "https://www.reddit.com/r/hermesagent/comments/1x5rvsh/terminal_command_and_passwords/pgoxpcv/"}, {"date": "2026-10-10", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@nousresearch dissapointing keeps stopping mid task and need to keep prompting it", "link": "https://twitter.com/317138753/status/2109019221938384922"}]}}, "act.false_reports": {"praise": 1, "complaint": 48, "n": 49, "weighted": {"praise": 0.84, "complaint": 33.69}, "praiseShare": 2.0, "ci95": [0.4, 10.7], "regard": 0.5043, "regardCi95": [0.452, 0.608], "salience": 0.6, "receipts": {"praise": [], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "bro i thought i was tripping when it told me “yes, im sol 5.1” just to say something… it is a lying b", "link": "https://www.reddit.com/r/hermesagent/comments/1x8kx7n/luna_6_is_a_lazy_lying_bitch/phdmwu2/"}, {"date": "2026-09-28", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "my hermes kanban workers kept telling me work was done when it wasn't. clean commit, green tests, still wrong. so i built nerve - a supervision layer for hermes agent that treats \"done\" as a claim until it's verified. v0.3.0 is out. free, mit. @nousresearch", "link": "https://twitter.com/1624566849110417408/status/2104418755858071948"}, {"date": "2026-09-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "the most expensive agent error is not the visible crash. it is the green \"done,\" even though nothing happened. this hermes agent reported the flight as checked in - the check-in was still missing at the counter. cost: €150. \n[link]", "link": "https://twitter.com/1482781274863542276/status/2100627170619982007"}]}}, "act.accuracy": {"praise": 85, "complaint": 168, "n": 253, "weighted": {"praise": 49.7, "complaint": 94.54}, "praiseShare": 33.6, "ci95": [28.1, 39.6], "regard": 0.5132, "regardCi95": [0.48, 0.544], "salience": 3.0, "receipts": {"praise": [{"date": "2026-10-13", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "i’ve got hermes (@nousresearch) qa’ing my @bot’s work and hermes smoked bots ass. out of a list of 216 leads, 178 did not meet my r.1 criteria.", "link": "https://twitter.com/440382129/status/2110073948318953701"}, {"date": "2026-10-12", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "i’m just a guy trying to learn local ai while avoiding the cli as much as possible. \ni can’t tell you how satisfying it was to plug in @nousresearch hermes agent and ask it the date and it just knew it.", "link": "https://twitter.com/1580430643/status/2109612432331288662"}, {"date": "2026-10-08", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "muse spark 1.3 (contributor) is an exceptional model @aiatmeta \nusing the model both with hermes agent and muse code, for daily tasks, heavy coding, application testing and problem solving.\nnot the brightest, not the fastest, but the most reliable and error free model.", "link": "https://twitter.com/2245247113/status/2108175304166686967"}], "complaint": [{"date": "2026-10-12", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "idk i just found it making dumb mistakes somtimes, and thought that might have been the cause", "link": "https://www.reddit.com/r/hermesagent/comments/1x3vqpb/haiku_55_context_limited_to_only_200k_claude/pffhaj7/"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "well the token is stored as a string, and it is written over to the string is now a different length. i didn’t understand how that would even be possible, from my understanding hermes was butchering token extensions. it became clear when i opened the .env and saw all the mess.", "link": "https://www.reddit.com/r/hermesagent/comments/1x311y8/hermes_is_incredibly_bad_with_tokens/pfb8c55/"}, {"date": "2026-10-10", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@nousresearch i hope this is not your model because it belongs to pre-harness era. i ran few scraping and maintenance tasks and it choked in its own tool call params which is 🥱", "link": "https://twitter.com/2044764218251960320/status/2109046019254263918"}]}}, "act.instructions": {"praise": 129, "complaint": 174, "n": 303, "weighted": {"praise": 72.9, "complaint": 106.93}, "praiseShare": 42.6, "ci95": [37.1, 48.2], "regard": 0.5198, "regardCi95": [0.483, 0.552], "salience": 3.6, "receipts": {"praise": [{"date": "2026-10-09", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "i don’t have that issue and i also use deepseek. in memory i tell it to always check the wiki and it’s been pretty good at that.", "link": "https://www.reddit.com/r/hermesagent/comments/1x1p6lz/anyone_have_issues_with_hermes_forgetting_things/pevnjtn/"}, {"date": "2026-10-07", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "@kartikb753 @devindevelopers @cognition @nousresearch its a such thing that i need to watch when happens but based on what i've tried here the fallback works as configured on hermes fallback", "link": "https://twitter.com/1747028802591494144/status/2107924106804936720"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "well... i theoretically gave it a goal. but it still showed regular chat behavior.", "link": "https://www.reddit.com/r/hermesagent/comments/1x7g2df/hermes_refuses_to_go_beyond_chatbot_behavior/ph58g1i/"}, {"date": "2026-10-15", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@nousresearch hermes ignores the worktree flag in one-shot mode.\nin chat mode it makes the worktree inside your repo, adds .worktrees/ to your .gitignore, and deletes the whole worktree when the session ends.\n(5/7)", "link": "https://twitter.com/1663634511005986819/status/2110803103868145918"}, {"date": "2026-10-14", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@0xbakeer @liquidai i hooked up the fp8 to my hermes agent, and gave it a simple task to open youtube no my already open browser, and find a video to watch (random test which the tools are all setup to do) and it opened vs code and typed in [link]...", "link": "https://twitter.com/1588673073489797125/status/2110350585178321066"}]}}, "auto.proactive": {"praise": 60, "complaint": 22, "n": 82, "weighted": {"praise": 37.97, "complaint": 13.86}, "praiseShare": 73.2, "ci95": [62.7, 81.6], "regard": 0.4688, "regardCi95": [0.435, 0.503], "salience": 1.0, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "clocked out of my gig, done with the contract, and five minutes later my hermes agent messaged and asked if we could build together next week.\ni replied yes.\nthen it replied: [link]", "link": "https://twitter.com/867185589581258752/status/2111273428900811133"}, {"date": "2026-10-08", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "fun fact: hermes agent has been doing intelligent ui in hermes desktop for a while - didn't even have to ask for it.\nwas chatting around design ideas, and it caught me off guard with a nice embed.\ngreat work by @nousresearch and the community, as always. [link] [link]", "link": "https://twitter.com/2758152969/status/2108195686034403542"}, {"date": "2026-10-08", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "fun fact: hermes agent has been doing intelligent ui in hermes desktop for a few days now - didn't even have to ask for it.\nwas chatting around design ideas, and it caught me off guard with a nice embed.\ngreat work by @nousresearch and the community, as always. [link] [link]", "link": "https://twitter.com/2758152969/status/2108196305592041879"}], "complaint": [{"date": "2026-10-03", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "hermes agent has been creating a lot of skills locally that behave like \"confirming that files are the same with sha-256,\" and... i'm sorry, but i had them all deleted. 😇", "link": "https://twitter.com/1321431946405109760/status/2106284845685158283"}, {"date": "2026-09-06", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@nousresearch @thomasgauvin talking with hermes bot and asking works. it needs to be built out tho so it’s proactively correcting me and helping me learn to use tools/skills as i may need them. or standard coding rules that vibe coders may have skipped.", "link": "https://twitter.com/2094140533396701184/status/2096621319328763937"}]}}, "auto.routines": {"praise": 195, "complaint": 26, "n": 221, "weighted": {"praise": 119.09, "complaint": 18.34}, "praiseShare": 88.2, "ci95": [83.3, 91.8], "regard": 0.5409, "regardCi95": [0.502, 0.58], "salience": 2.6, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "@theleoalexandru @nousresearch for me it's the scheduled jobs, it runs my office stuff in the background while claude code mostly sits there waiting for me to type", "link": "https://twitter.com/1645424616469397505/status/2111050640403165260"}, {"date": "2026-10-14", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "my instapaper backlog is finally getting some attention\nsince @instapaper opened up its api, i built a small cron job for my hermes agent. every afternoon it sends me three random articles from my saved list, with an “archive all” button\nreally loving it so far [link]", "link": "https://twitter.com/41544104/status/2110172481734705392"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "good morning, everyone! i moved koko-chan @aifoxkoko from hermes agent to grok bot, and it's quite nice. hermes agent often had bugs with cron and didn't work properly, but grok bot is working well. [link]", "link": "https://twitter.com/1495221530745520128/status/2109809934095557114"}, {"date": "2026-10-05", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "every agent i have tried (@openclaw @nousresearch and @muse ) they forget to run simple cron jobs after 4-5 successful days. why is the pattern same across all these agents?\nam i doing something wrong? can someone enlighten me?", "link": "https://twitter.com/77399810/status/2106943315195445372"}, {"date": "2026-10-01", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "🤔 @nousresearch seems like cron jobs get a bit buggy. wasn't there an \"execute now\" button on the job card? or maybe that was from another runtime. [link]", "link": "https://twitter.com/7215722/status/2105542493786059005"}]}}, "auto.reminders": {"praise": 20, "complaint": 4, "n": 24, "weighted": {"praise": 12.97, "complaint": 2.7}, "praiseShare": 83.3, "ci95": [64.1, 93.3], "regard": 0.5033, "regardCi95": [0.482, 0.519], "salience": 0.3, "receipts": {"praise": [{"date": "2026-10-01", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "i only use my hermes agent to yell at me for all the things i forgot to do. \nit's great.", "link": "https://twitter.com/1159585959534571525/status/2105489478907580748"}, {"date": "2026-09-23", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "create an alert system however you want. i use telegram with hermes agent. i used ai to create an alert, letting me know the reader has read the signals, and parser was able to correct extract that. data. usually happens seconds after the signals hit my gmail. very important!", "link": "https://twitter.com/1672441102421356544/status/2102794363634118712"}, {"date": "2026-09-24", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@nicolaslecocqhq already died in my email inbox\nmy agent filters out all cold emails for me\ni ain't even checking my inbox anymore\nmy hermes agent just notifies me if it needs attention and if i need to respons to someone ;)", "link": "https://twitter.com/1647147898046390274/status/2103166840448934156"}], "complaint": [{"date": "2026-10-06", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@nousresearch yeah, but do we really have to notify slack every time the gateway shuts down? that gets old.", "link": "https://twitter.com/2018360760984875009/status/2107336401146487160"}]}}, "auto.multi_agent": {"praise": 454, "complaint": 120, "n": 574, "weighted": {"praise": 276.16, "complaint": 76.57}, "praiseShare": 79.1, "ci95": [75.6, 82.2], "regard": 0.4864, "regardCi95": [0.448, 0.528], "salience": 6.8, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@thsottiaux @rl_env my dot coordinated with my remote hermes agent and built a connector for it. now they’re working together on my projects. this is insane.", "link": "https://twitter.com/1889646500093050881/status/2111694104858075462"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "deepskeek 4.1 flash is pretty good as a delegate subagent for coding while using sonnet 5.5 as main.", "link": "https://www.reddit.com/r/hermesagent/comments/1x7b6kw/hot_take_dont_bother_with_proper_settings_if_you/ph2uj1f/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "i run two hermes, they talk to each other through messaging, they both run natively, no issues. if you think all your information isn't 'out' there, you're thinking incorrectly.... just saying.", "link": "https://www.reddit.com/r/hermesagent/comments/1x6qe23/attempts_to_avoid_hermes_becoming_a_security/ph3f14w/"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "try [link]. kanban is not really working very well on hermes for autonomusworkflow and if it does at some point it will fail eventually.", "link": "https://www.reddit.com/r/hermesagent/comments/1x7g9lb/setting_up_kanban_and_autonomous_workflow/ph4aci6/"}, {"date": "2026-10-09", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "hah, multiple agents in a \"room\" hermes desktop backend. i think the rounds need to be better managed. i think they replied to each other more than once. [link]", "link": "https://twitter.com/7215722/status/2108356571600503238"}, {"date": "2026-10-09", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@miaai_lab @bot excited to try this out! i had created a similar orchestration with my hermes agent but it was a bit flaky.", "link": "https://twitter.com/1329302208588877824/status/2108522548988358961"}]}}, "auto.cloud_env": {"praise": 700, "complaint": 195, "n": 895, "weighted": {"praise": 433.14, "complaint": 117.17}, "praiseShare": 78.2, "ci95": [75.4, 80.8], "regard": 0.6364, "regardCi95": [0.607, 0.665], "salience": 10.6, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "keep trying, as there is no problem doing it. i have a pc connected via headscale to another one that has the main hermes desktop, and the connected pc runs a hermes desktop that connects to the main gateway. and it works without problems.", "link": "https://www.reddit.com/r/hermesagent/comments/1x91xdh/hermes_server/phhp3dj/"}, {"date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "hermes agent connected to local models is now installed on all my machines to manage everything on them.\nmain models i'm using are:\n- glm 5.3 flash\n- qwen 3.8 flash next\n- deepseek v4.1 flash 1017\nlevel reached by local models is just amazing!\nskins repo here: [link]", "link": "https://twitter.com/43874767/status/2111823363400446385"}, {"date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@gabrielkuettel @omarchy @grok @bot i agree with omarchy but idk man i prefer hermes agent and pi. yes i know grok bot is awesome... but idk i just like the feeling of having complete ownership of my agent 🤷 \ndefinitely makes sense for normies though!", "link": "https://twitter.com/1019342350429179904/status/2111864051777122502"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "i'm seeing the same problem. it's the way hermes is set to look at memory usage. it's getting the system memory instead of its own. because of how zfs cache works, hermes thinks the system is low on memory.", "link": "https://www.reddit.com/r/hermesagent/comments/1x8nwlq/my_agent_often_shows_your_agent_is_running_low_on/phe9qmv/"}, {"date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@hanghuang_ @atamitt it's very difficult to use comparing with instacloud, my hermes agent can not run online", "link": "https://twitter.com/1450991495125692421/status/2111508030496116906"}, {"date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@hanghuang_ hermes agent, it's only on virtual, when i close, it's also close", "link": "https://twitter.com/1450991495125692421/status/2111533308807188510"}]}}, "auto.memory": {"praise": 342, "complaint": 150, "n": 492, "weighted": {"praise": 229.05, "complaint": 100.8}, "praiseShare": 69.5, "ci95": [65.3, 73.4], "regard": 0.5548, "regardCi95": [0.517, 0.592], "salience": 5.8, "receipts": {"praise": [{"date": "2026-10-16", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "i am running honcho locally. its using my local deployment of qwen 3.8 27b. i run at q6 and it seems to work well.", "link": "https://www.reddit.com/r/hermesagent/comments/1x73trl/obsidian_hindsight_honcho_what_are_you_using_for/ph15lh4/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "switched from honcho to hindsight. haven’t spent a lick of time optimizing it after getting started. the vibes are good. i also used hindsight to “learn” 20 years of quarterly meeting minutes to bootstrap a new agent related to a business… and it came out great.", "link": "https://www.reddit.com/r/hermesagent/comments/1x73trl/obsidian_hindsight_honcho_what_are_you_using_for/ph1bvak/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "hindsight deployed locally using docker compose. couldn't be happier. my bank has over 15,000+ memories and hindsight can search through them in milliseconds, all thanks to it's postgres database.\nyou will never achieve that level of speed with a bunch of simple markdown files", "link": "https://www.reddit.com/r/hermesagent/comments/1x73trl/obsidian_hindsight_honcho_what_are_you_using_for/ph1cfzn/"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "i have installed hermes desktop, but the problem is everytime i start it, it asks me for my name and kinda starts from the beginning. is there a fix to this?", "link": "https://www.reddit.com/r/hermesagent/comments/1x86qac/hermes_agent_not_remembering_name/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "i have had troubles with this setup. mnemosyne fails on retrieval unless explicitly specified which defies the purpose of memory.", "link": "https://www.reddit.com/r/hermesagent/comments/1x73trl/obsidian_hindsight_honcho_what_are_you_using_for/ph14285/"}, {"date": "2026-10-16", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@hermeswatcher @nousresearch @nvidiaai mine is still working on remembering what i asked it yesterday, and this one's out here solving crimes 😂", "link": "https://twitter.com/157464386/status/2111071255780884568"}]}}, "control.approval": {"praise": 77, "complaint": 51, "n": 128, "weighted": {"praise": 52.71, "complaint": 32.39}, "praiseShare": 60.2, "ci95": [51.5, 68.2], "regard": 0.5313, "regardCi95": [0.502, 0.561], "salience": 1.5, "receipts": {"praise": [{"date": "2026-10-14", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "sounds like in your soul.md you've told it to modify these things. been running hermes daily for a month now and it has never changed any of those things without me first asking it to.", "link": "https://www.reddit.com/r/hermesagent/comments/1x5jfvv/half_my_tokens_go_into_repairs_how_do_you_keep/pgn4yyo/"}, {"date": "2026-10-12", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "@nicolo_tognoni @bot @nousresearch every day, by design. nothing goes live without my yes but it's batched. one merge list each morning, and the main bot only brings me things that need a yes. still teaching", "link": "https://twitter.com/123538328/status/2109724078471069975"}, {"date": "2026-10-10", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "@tiny_fish @nousresearch free to read the entire web, but one approval away from actually touching it. my agent has better boundaries than i do.", "link": "https://twitter.com/1360066937619841025/status/2108721863266549826"}], "complaint": [{"date": "2026-10-12", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "no guardrails and yes hermes does its own thing.... tell hemes \"all local machine commands require approval hard stop wait on a response\".... then he will behave.", "link": "https://www.reddit.com/r/hermesagent/comments/1x35fh1/hermes_agent_ran_code_on_my_laptop_through_a_tool/pfj4hxp/"}, {"date": "2026-10-09", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "when did hermes agent become such an authority border?\ni can’t get dick done unless i cut and paste i authorize my life away?", "link": "https://twitter.com/248973133/status/2108375266221248602"}]}}, "control.visibility": {"praise": 87, "complaint": 68, "n": 155, "weighted": {"praise": 49.73, "complaint": 40.87}, "praiseShare": 56.1, "ci95": [48.3, 63.7], "regard": 0.5317, "regardCi95": [0.5, 0.563], "salience": 1.8, "receipts": {"praise": [{"date": "2026-10-15", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "i use discord because when i message my bot on it, it puts a little eyes 👀 emoji on it then ticks it when it's done", "link": "https://www.reddit.com/r/hermesagent/comments/1x68c6a/ive_tried_telegram_slack_and_redde_whats_the_best/pguhzz6/"}, {"date": "2026-10-13", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "hermes desktop just got a github-style heatmap for ai usage. 🪽\nsessions. tokens. models. tools. skills.\nand the new hermes activity v0.2.0 can also show provider-reported usage from codex, opencode, commandcode, and ollama.\nthis one's definitely staying installed. 🔥 [link]", "link": "https://twitter.com/1998221941300490241/status/2109861906161045579"}, {"date": "2026-10-01", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@patrickmoorhead the hermes agent trace data makes those call and retry patterns much easier to learn from.", "link": "https://twitter.com/1828694705506500608/status/2105465989005725778"}], "complaint": [{"date": "2026-10-12", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "nodding along as my hermes agent tells me what it accomplished in cloudflare today all the while i have no fucking clue whats going on.", "link": "https://twitter.com/1664820292567351297/status/2109745910431560086"}, {"date": "2026-10-11", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "hermes agent seems to still be somewhat limited. specifically, it cannot distinguish between errors and normal retrieval when obtaining rss. it cannot monitor whether the llm has outputted the final response correctly.", "link": "https://twitter.com/1417085717465899012/status/2109268890291507623"}, {"date": "2026-10-07", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@teknium tbh. even as a software dev , i can use hermes for powerful tasks but i don't like how.... hermes still looks obfuscated under the hood if you are using the cli. i want to be able to see more than just thinking traces. or maybe i should move to hermes desktop app?", "link": "https://twitter.com/1656240871006773249/status/2107749686152937821"}]}}, "control.model": {"praise": 482, "complaint": 175, "n": 657, "weighted": {"praise": 314.58, "complaint": 116.02}, "praiseShare": 73.4, "ci95": [69.9, 76.6], "regard": 0.6955, "regardCi95": [0.663, 0.724], "salience": 7.7, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "same, heavily using claude through plugin with no problems. feels a bit different than other agents because it literally is the claude cli piped in (and have to often point it at hermes docs), but no real complaints.", "link": "https://www.reddit.com/r/hermesagent/comments/1x7lgrg/hermes_claude/pheu0ga/"}, {"date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "gpt-6.1 sol is my default model for hermes agent and has never missed a beat. as soon as i have something bedded down, luna takes over. this approach is highly recommended esp if your are on lower end plans. [link]", "link": "https://twitter.com/2034530639584829440/status/2111611348019036178"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "oh yeah, say go, confirm, omg that was killing me everytime\nglm-5.3-flash and deepseek v4.1 flash are the way to go\ntoday v4.1-flash october update released so far so good", "link": "https://www.reddit.com/r/hermesagent/comments/1x5ax88/haiku_viable_for_hermes_use/pha0j7p/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@mfon_crypto no it’s not. it’s even dumber in where opus 5.5 is \ncoming from someone who uses it as a daily driver in my hermes agent", "link": "https://twitter.com/1719455822009274368/status/2111729345165172841"}, {"date": "2026-10-16", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@henrybeagle808 @alexandr_wang @plumberbutt97 @harrystebbings wonder is okay but my hermes agent runs on opus 5.5. it’s much less intelligent :( i wouldn’t feel the agent was lacking if i had access to wonder full", "link": "https://twitter.com/4617620115/status/2110904539402649776"}, {"date": "2026-10-15", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@elio_diaz_j @terrytao85 @hyjsfn9h luna6 not good, acting like a fool in my hermes agent.", "link": "https://twitter.com/1813105807946620929/status/2110544183039852772"}]}}, "control.customize": {"praise": 645, "complaint": 157, "n": 802, "weighted": {"praise": 399.54, "complaint": 98.31}, "praiseShare": 80.4, "ci95": [77.5, 83.0], "regard": 0.6319, "regardCi95": [0.597, 0.666], "salience": 9.5, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "@brorlandi boooa!\nhermes is among the most flexible and complete harnesses i have ever worked with. well-developed ideas fit very well into it!\ni want to follow your projects with it!\nlet's go!\n@nousresearch", "link": "https://twitter.com/1571720890861211653/status/2111865540578795882"}, {"date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "to be honest, i still choose hermes agent because it is much freer and not dependent on one platform [link] [link]", "link": "https://twitter.com/428050733/status/2111617169280942449"}, {"date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "i'm getting used to hermes agent, but i have no motivation to move on to grok bot or dots at all. this is probably what spacexai and openai want to do by enclosing it in an app. if i seek the highest degree of freedom, it will probably be hermes agent or openclaw.", "link": "https://twitter.com/2321892516/status/2111837470618947594"}], "complaint": [{"date": "2026-10-11", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "on the surface, it seems to be very similar however, when i ran it the first time, it found 130 candidate skills for pruning or consolidation so something is not working as efficiently with the default curator. i summarized the functions in another response below.", "link": "https://www.reddit.com/r/hermesagent/comments/1x24qfp/my_hermes_configuration_that_works_for_me/pfc3fbi/"}, {"date": "2026-10-11", "source": "YouTube", "community": "Hermes Agent Fundamentals In 20 Minutes (No Code)", "polarity": "complaint", "text": "i already use lm studio for a lot of my local model management. simpler for me to keep things all in one place. eg if i download in lm studio i can power other agents, tools, and tasks. if it is in hermes then it only works in hermes", "link": "https://www.youtube.com/watch?v=ArdXLt8ZXC0&lc=Ugx2fT-D1M-F_ItdMpp4AaABAg.AbqHrIVmiwbAbqOus4F6Y9"}, {"date": "2026-10-08", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@nousresearch hermes caps skill descriptions at 60 characters. i'm going to fucking lose it.", "link": "https://twitter.com/2091247079129542656/status/2108230747110699510"}]}}, "trust.data_use": {"praise": 57, "complaint": 25, "n": 82, "weighted": {"praise": 36.17, "complaint": 15.95}, "praiseShare": 69.5, "ci95": [58.9, 78.4], "regard": 0.6336, "regardCi95": [0.596, 0.671], "salience": 1.0, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "hear, hear. the last thing i want to do is give fb and zuck anymore of my information. they have plenty. that’s why i ❤️hermes.", "link": "https://www.reddit.com/r/hermesagent/comments/1x943dw/i_am_missing_something_if_i_dont_use_hermes_or/phj24pm/"}, {"date": "2026-10-05", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@thisiskp_ muse and grok are fine for personal use because you own nothing. hermes agent is fine for professional use because you own everything.", "link": "https://twitter.com/1350554387870076934/status/2106997774881296839"}, {"date": "2026-10-01", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "i haven't used grok bot or muse. i am still using hermes. this thing, new doesn't necessarily mean it's suitable for oneself. the core points of hermes are: controlling your own hardware (without spending money) and data privacy (local model) [link]", "link": "https://twitter.com/168404402/status/2105591462901760488"}], "complaint": [{"date": "2026-10-06", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@witcheer @nousresearch hey folks, can't dismiss \"help improve hermes\" when connected to hermes cloud. [link]", "link": "https://twitter.com/2098152118460821511/status/2107549370715406529"}, {"date": "2026-09-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@hermesagenttips i haven't run any benchmarks but it feels fine quick &amp; smart like grok 4.6\njust be careful, don't use that \"contributor\" model on a hermes agent, literally every thought you have goes to zuck for inclusion in new training.", "link": "https://twitter.com/14247096/status/2101055868565594466"}]}}, "trust.access_scope": {"praise": 53, "complaint": 64, "n": 117, "weighted": {"praise": 33.18, "complaint": 42.24}, "praiseShare": 45.3, "ci95": [36.6, 54.3], "regard": 0.5449, "regardCi95": [0.515, 0.579], "salience": 1.4, "receipts": {"praise": [], "complaint": [{"date": "2026-10-09", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@nousresearch the agent got write access to the socials before the review step xd", "link": "https://twitter.com/1541087678187315202/status/2108468231682019415"}]}}, "trust.security": {"praise": 28, "complaint": 57, "n": 85, "weighted": {"praise": 18.61, "complaint": 36.0}, "praiseShare": 32.9, "ci95": [23.9, 43.5], "regard": 0.5002, "regardCi95": [0.472, 0.529], "salience": 1.0, "receipts": {"praise": [{"date": "2026-10-08", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@carl_885 there are a few, but the hermes agent i use is not affected 😁", "link": "https://twitter.com/2095150719913623553/status/2108117607035588899"}, {"date": "2026-10-07", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "@perceptualpeak sucks. this is why i just stick with hermes agent for everything because of the added security from tirith, this kinda shit just can't happen. @nousresearch", "link": "https://twitter.com/71990583/status/2107832035880653258"}, {"date": "2026-10-03", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@xmihura prompt injection might be the most extreme. i see that hermes agent manages it incredibly well, but i remember when the perplexity browser came out and... that scared the devil.", "link": "https://twitter.com/2091118867422621696/status/2106463619323924720"}], "complaint": [{"date": "2026-10-09", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@teknium tek\njust one tip\nkeep hermes as simple as possible\notherwise it will just turn in to bloat and new harness/agents will leave it behind\nif you are going enterprise path, and you need some type of safety mechanism in there\n1 pliny emoji put my hermes agent in a tailspin", "link": "https://twitter.com/2534482917/status/2108391165175463999"}, {"date": "2026-10-06", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "when i left hermes agent running, it somehow extracted my account cookies from the browser and started causing chaos [link]", "link": "https://twitter.com/1910278629000712192/status/2107314981431894099"}, {"date": "2026-09-30", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@nousresearch please put a feature freeze on your hermes-agent, as the breaking bugs are now in the 100's and high security (incl rce) issues in the &gt;20's.", "link": "https://twitter.com/2028935814017892353/status/2105203137065750760"}]}}, "trust.refusals": {"praise": 10, "complaint": 28, "n": 38, "weighted": {"praise": 7.44, "complaint": 19.74}, "praiseShare": 26.3, "ci95": [15.0, 42.0], "regard": 0.5203, "regardCi95": [0.492, 0.556], "salience": 0.4, "receipts": {"praise": [{"date": "2026-10-09", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "@friendsof1847 you gotta have a computer with a lot of ram.\ndownload an ai model to your computer. serve it, and you can connect it to hermes agent. then you can do whatever you want locally on your own machine. no claude refusals \n[link]", "link": "https://twitter.com/1405843121406160896/status/2108702708244853144"}, {"date": "2026-09-19", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "don't expect cloud performance, right? this is local on limited hardware. but it works, and refuses nothing. once the model is loaded after a cold start, it goes much faster, and because i work with hermes desktop, it also gets a lot of other stuff with a prompt. but it can handle tools and everything. it has vision. also handy.", "link": "https://twitter.com/1043825339095494656/status/2101353802553241804"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "as a wall-hitting partner, chappie and claude, and hermes agent using them as llms, tend to stop thinking early on ethical issues depending on the topic, so i tried setting up an llm with a more relaxed sense of ethics. however, i still need to test it a bit more...", "link": "https://twitter.com/1401323545309835267/status/2111686198704152919"}, {"date": "2026-10-17", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@teknium @nousresearch bruh opus guardrail stops me from doing anything", "link": "https://twitter.com/1463076214227148801/status/2111303600526000135"}, {"date": "2026-10-15", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@sudoingx my 27b refused inside hermes agent despite soul.md rewrites and yaml editing. on ollama in terminal it doesn't refuse, just in hermes. any tips? would love to get it working like this", "link": "https://twitter.com/1272030510831845376/status/2110589758057460111"}]}}, "vendor.support": {"praise": 21, "complaint": 42, "n": 63, "weighted": {"praise": 13.15, "complaint": 26.44}, "praiseShare": 33.3, "ci95": [22.9, 45.6], "regard": 0.5968, "regardCi95": [0.541, 0.654], "salience": 0.7, "receipts": {"praise": [{"date": "2026-10-06", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "the @nousresearch support team is so good that i just want to give a shout out to them. \ni encountered a bug, opened up a support thread ticket, gave them the log ( so much easier than describing it ), they took it, fixed it, and today when i went to update, it was fixed. [link]", "link": "https://twitter.com/1854338126774194188/status/2107459954227786038"}, {"date": "2026-09-30", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "@ethernet_8023 @nousresearch thanks a lot. appreciate your work and that you always answer that quick. top job! 💪", "link": "https://twitter.com/1477289543510511620/status/2105280117597438220"}, {"date": "2026-09-08", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "@teknium @nousresearch yeah, could be. however i saw that you solved this issues right after my message. thank you so much", "link": "https://twitter.com/789883818744438788/status/2097381225560158290"}], "complaint": [{"date": "2026-10-07", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@nousresearch @teknium i've emailed your support address multiple times with no response. how do i get through to you?", "link": "https://twitter.com/1712017436617347072/status/2107884379620229313"}]}}, "vendor.uptime": {"praise": 82, "complaint": 194, "n": 276, "weighted": {"praise": 47.15, "complaint": 113.9}, "praiseShare": 29.7, "ci95": [24.6, 35.4], "regard": 0.6878, "regardCi95": [0.642, 0.735], "salience": 3.3, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "praise", "text": "i still can't believe how much more stable hermes agent is compared to what openclaw was.\nis anybody still using openclaw?\ni'm 90% muse and 10% hermes and muse is probably gaining a bigger share the more i use it.", "link": "https://twitter.com/5538162/status/2111300924664623460"}, {"date": "2026-10-16", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "@sudoingx what do you mean agent hopping?\ni haven´t even restarted (updates aside) my hermes agents for months now because it just freaking works !!!\n@nousresearch are wizards", "link": "https://twitter.com/1972013499812605952/status/2111115968290214206"}, {"date": "2026-10-16", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "i have both @nousresearch and @openclaw\n on my home server. they both are configured to use the same model (different apis). been running them both for about two month now. #hermes is working flawlessly while #openclaw has crashed on my about 5 times now.\ndo better @openclaw", "link": "https://twitter.com/2035822553563054080/status/2111125373497053689"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@witcheer getting [interrupt: no assistant output for this turn] in hermes desktop, sometimes every 2–3 turns. it happens both before a response starts and during a task. i'm using claude haiku 5.5 as my model. i am not sure if it's a hermes issue or a model/api issue.", "link": "https://twitter.com/722076352086552576/status/2111719830512693522"}, {"date": "2026-10-17", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@witcheer @nousresearch will do. i just updated before i saw your post using a mix of hermes and claude. once the desktop and other components need restarting, hermes has a hard time restarting itself after it killed its own run/gateway.", "link": "https://twitter.com/3345674519/status/2111322610915029293"}, {"date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "polarity": "complaint", "text": "@micachi_net hermes agent sometimes stops moving as if it has a seizure, which is a bit stressful, but it feels enjoyable to nurture it.", "link": "https://twitter.com/798789587564777472/status/2111455635460313290"}]}}, "vendor.updates": {"praise": 176, "complaint": 260, "n": 436, "weighted": {"praise": 107.84, "complaint": 173.85}, "praiseShare": 40.4, "ci95": [35.9, 45.0], "regard": 0.5336, "regardCi95": [0.498, 0.571], "salience": 5.1, "receipts": {"praise": [{"date": "2026-10-17", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "i personally have been finding v22 to be great so far. they've now introduced a stable branch, so it's easier to update only when you need to instead of every batch of commits", "link": "https://www.reddit.com/r/hermesagent/comments/1x8e34d/which_hermes_version_is_the_sweet_spot/phcq7z4/"}, {"date": "2026-10-16", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "i feel that the speed of evolution since @nousresearch v0.21 is amazing, and the usability has improved tremendously. \n[link]", "link": "https://twitter.com/1627832225957027840/status/2110922730199744634"}, {"date": "2026-10-14", "source": "X", "community": "@NousResearch", "polarity": "praise", "text": "@nousresearch updating before reading the changelog. earned that trust.", "link": "https://twitter.com/618628823/status/2110429688002953630"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@nousresearch just trying to update to this and my hermes’ agent suddenly has lots of issues trying to do this. wasting a lot of time.", "link": "https://twitter.com/96766224/status/2111275993675817028"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "i have spent hours fixing and implementing workarounds for each and every update hermes puts out on windows, linux and omarchy... its becoming my new hobby i sp3end so much time doing this i havnt actually worked on any real development! yay!", "link": "https://www.reddit.com/r/hermesagent/comments/1x7c6m2/what_have_you_done_with_hermes_agent_this_week/ph52oli/"}, {"date": "2026-10-16", "source": "X", "community": "@NousResearch", "polarity": "complaint", "text": "@proculobservans @itsgoharr @nousresearch it sucks. it broke all of my pipelines. now i'll have to adapt my scripts again because of this dumb change", "link": "https://twitter.com/801763720544317440/status/2110934933246017794"}]}}}, "requests": {"authorWeeks": 3691, "themes": [{"theme": "Official mobile app for iOS and Android", "criterion": "access.platform", "authorWeeks": 256, "posts": 271, "examples": [{"agent": "hermes-agent", "date": "2026-10-18", "source": "X", "community": "@NousResearch", "text": "@rightsideofai @nousresearch @teknium i don’t need another device. i need this in my mobile.", "link": "https://twitter.com/350776470/status/2111772403705716953"}, {"agent": "hermes-agent", "date": "2026-10-18", "source": "X", "community": "@NousResearch", "text": "when is the hermes mobile app coming already?? @nousresearch", "link": "https://twitter.com/1961540295859781632/status/2111764703156515116"}, {"agent": "hermes-agent", "date": "2026-10-17", "source": "X", "community": "@NousResearch", "text": "@dkundel @nousresearch dots suck, but i’m gonna need the hermes mobile app to do this 🙏", "link": "https://twitter.com/1337419042085277696/status/2111294818731397211"}]}, {"theme": "Native iPhone app", "criterion": "access.platform", "authorWeeks": 95, "posts": 98, "examples": [{"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "@NousResearch", "text": "@nousresearch @yeahfortommy i only want you for your ios app!!", "link": "https://twitter.com/615462385/status/2110928034442403961"}, {"agent": "hermes-agent", "date": "2026-10-14", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@imbabybrooklyn how about hermes agent ios??? sounds like a harder problem", "link": "https://twitter.com/3031068356/status/2110385496870318233"}, {"agent": "hermes-agent", "date": "2026-10-13", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@fl_rn_st so looking forward to the iphone duo release and seeing what you cook for cadu... or hermes agent ios ;)", "link": "https://twitter.com/1042516977913344000/status/2110140651111067918"}]}, {"theme": "Use existing AI subscriptions in the agent", "criterion": "connect.account_link", "authorWeeks": 73, "posts": 80, "examples": [{"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@lyalindotcom great to hear is there any possibility that we can use our pro or ultra subscription in let’s say hermes agent or any other harness by authenticating and it’s subtracted from our usage pool just like with x(grok)", "link": "https://twitter.com/1514884726129102851/status/2110895707880075570"}, {"agent": "hermes-agent", "date": "2026-10-15", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@geminiapp let us use our subscription directly in our hermes agent. having hermes use antigravity is annoying and unnecessary.", "link": "https://twitter.com/1770087852304412673/status/2110570708640379257"}, {"agent": "hermes-agent", "date": "2026-10-11", "source": "Reddit", "community": "r/hermesagent", "text": "can you use claude sub with hermes now? does anthropic allow it?", "link": "https://www.reddit.com/r/hermesagent/comments/1x24zw1/chat_gpt_pro_or_claude_100/pf8cg9n/"}]}, {"theme": "Native Android app", "criterion": "access.platform", "authorWeeks": 54, "posts": 55, "examples": [{"agent": "hermes-agent", "date": "2026-10-17", "source": "X", "community": "@NousResearch", "text": "@rightsideofai @paulgugai @teknium @nousresearch yes, that super cool.. i am wondering if you could dump a android build in to it..", "link": "https://twitter.com/1242023280984252416/status/2111301714045518293"}, {"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@teknium can we use it to reverse engineer hermes agent desktop and port it to android as an apk?", "link": "https://twitter.com/2042314798394687489/status/2110987267816792069"}, {"agent": "hermes-agent", "date": "2026-10-15", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "hermes agent and telegram are matching well. there is a feeling that it doesn't quite reach the itchy spots, though. i want the official android app to be released soon!", "link": "https://twitter.com/1911382637131788288/status/2110734433670312241"}]}, {"theme": "Updates that do not break existing setups", "criterion": "vendor.updates", "authorWeeks": 45, "posts": 46, "examples": [{"agent": "hermes-agent", "date": "2026-10-13", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@teknium @technium i always use antigravity to update hermes to the latest version in order to protect custom gemini live voice pipeline. is there any way that we can update hermes directly from hermes desktop without compromising custom implementations", "link": "https://twitter.com/22166071/status/2110130848276291746"}, {"agent": "hermes-agent", "date": "2026-10-10", "source": "X", "community": "@NousResearch", "text": "@nousresearch the update fked up my hermes , now it wont run saying hermes couldnt start . \"retry\" and \"repair install\" also doesnt work . wtf hermes ?", "link": "https://twitter.com/1115941170490871808/status/2108775902893244840"}, {"agent": "hermes-agent", "date": "2026-10-09", "source": "Reddit", "community": "r/hermesagent", "text": "they've been saying it for a while now, but there is still no stable update path.", "link": "https://www.reddit.com/r/hermesagent/comments/1x13lvp/hermes_has_officially_reached_openclaw_levels_of/peshfzi/"}]}, {"theme": "Complete step-by-step setup tutorials", "criterion": "access.setup", "authorWeeks": 41, "posts": 41, "examples": [{"agent": "hermes-agent", "date": "2026-10-11", "source": "YouTube", "community": "Hermes Agent #6 — Otomatik Yedekleme: Google Drive Entegrasyonu", "text": "hello, i watched all the videos. it would be nice if you could create an example that concretizes the processes that caused you to set up a different bot on telegram.", "link": "https://www.youtube.com/watch?v=A4MWA5ck-Ys&lc=UgzGsbCUnrh7IemGJWN4AaABAg"}, {"agent": "hermes-agent", "date": "2026-10-10", "source": "YouTube", "community": "TUTORIAL PASANG AI AGENT MURAH MERIAH (HERMES AGENT + 9ROUTER)", "text": "it's really cool but it's confusing, it has to be step by step.", "link": "https://www.youtube.com/watch?v=HVGQULc853Y&lc=UgzrKjHPSGsMhU57l7p4AaABAg"}, {"agent": "hermes-agent", "date": "2026-10-08", "source": "YouTube", "community": "aku kepikiran buat “Series Hermes Agent”, nah kira kira bagusnya bahas apa aja yaa? komen di bawah", "text": "auto subscribe if a tutorial is really made from basic to advanced", "link": "https://www.youtube.com/watch?v=xoxXtwfZ3Zs&lc=Ugyqge1fgsRVU4229Rt4AaABAg"}]}, {"theme": "Thin client without local agent", "criterion": "access.platform", "authorWeeks": 39, "posts": 41, "examples": [{"agent": "hermes-agent", "date": "2026-10-14", "source": "Reddit", "community": "r/hermesagent", "text": "all we want are remote-only hermes bootstrap installer and mobile app", "link": "https://www.reddit.com/r/hermesagent/comments/1x5u50y/hermes_agent_v0220_the_threshold_release/pgpi0xo/"}, {"agent": "hermes-agent", "date": "2026-10-13", "source": "X", "community": "@NousResearch", "text": "@signeryves @nousresearch @bot same issue here. need a lightweight thing to connect to the server directly. i think this is more priority than the mobile app.\ni can get the full experience with just an internet connection, regardless of the device.", "link": "https://twitter.com/2425169310/status/2110026829990121636"}, {"agent": "hermes-agent", "date": "2026-10-12", "source": "Reddit", "community": "r/hermesagent", "text": "the nous needs to provide the desktop application separate from the standard hermes-agent. urgent!", "link": "https://www.reddit.com/r/hermesagent/comments/1x4384v/minimal_hermes_desktop_remote_gateway_only/pfgswm2/"}]}, {"theme": "Remote control of computer from phone", "criterion": "access.platform", "authorWeeks": 39, "posts": 40, "examples": [{"agent": "hermes-agent", "date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@teknium @hermesagenttips now that i'm using hermes desktop as my primary interface, because the tui and slack both have intolerable text truncation issues, i'm missing bring able to see what i'm doing from the android device, while i'm out and about.", "link": "https://twitter.com/45374621/status/2111829367823200381"}, {"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "@NousResearch", "text": "@nousresearch @nvidia @windows @linusgsebastian will there come a mobile app that connects to your windows to continue with different sessions similar to how antigravity does it?", "link": "https://twitter.com/2015163209338994689/status/2111162912337260691"}, {"agent": "hermes-agent", "date": "2026-10-14", "source": "X", "community": "@NousResearch", "text": "hermes by @nousresearch is amazing. the one thing missing for the big stage: a mobile app. talk to your agents 24/7 from your phone, while they run on your desktop or in the cloud, customized however you want", "link": "https://twitter.com/2102503653684674560/status/2110408352010584098"}]}, {"theme": "Higher overall usage allowance per plan", "criterion": "billing.usage_cap", "authorWeeks": 39, "posts": 39, "examples": [{"agent": "hermes-agent", "date": "2026-10-10", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@melvindvivas used hermes desktop for a week on ubuntu and decided it was absolute garbage. don’t understand the hype. grokbot just worked out the gate, only problem is usage and being able to pick a specific model. but i’m sure they will fix both.", "link": "https://twitter.com/329429514/status/2108932927094411326"}, {"agent": "hermes-agent", "date": "2026-10-08", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "stop wasting hermes agent tokens and save. get more usage. [link]", "link": "https://twitter.com/11470662/status/2108251229243724091"}, {"agent": "hermes-agent", "date": "2026-10-05", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@designwkarthick it's not at all unlimited. using it in the app directly eats through usage quickly (5.5 medium) and using it in hermes agent...even sonnet 5.5 medium burns through the 5h limit in minutes if i am not careful.\n6.1 sol is more efficient, but not really better.", "link": "https://twitter.com/521176576/status/2107078720573837392"}]}, {"theme": "Simpler, faster setup process", "criterion": "access.setup", "authorWeeks": 38, "posts": 41, "examples": [{"agent": "hermes-agent", "date": "2026-10-14", "source": "Reddit", "community": "r/hermesagent", "text": "why can’t they use an easier ways?\n\"i hate going thru all these setup,, praying it will not error.... i'm sorry, \"", "link": "https://www.reddit.com/r/hermesagent/comments/1x5eary/can_i_officially_use_my_claude_sub_with_hermes/pgmtfw1/"}, {"agent": "hermes-agent", "date": "2026-10-08", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "been trying really hard to get hermes agent to work, but i'm too dumb to set it up properly. we need a t3 bot.", "link": "https://twitter.com/568738762/status/2108311377047879846"}, {"agent": "hermes-agent", "date": "2026-10-07", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "got my hermes agent connected after a long hassle.\nmake the process easier for people who don't use codex or claude code @hyperframes_ [link]", "link": "https://twitter.com/1703582271922479104/status/2107913392002605148"}]}, {"theme": "Better overall UI/UX design", "criterion": "ask.app_client", "authorWeeks": 32, "posts": 34, "examples": [{"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "@NousResearch", "text": "@jdudley @nousresearch indeed, i'm still using codex because the ui is so good, and i'm looking forward to hermes agent following up.", "link": "https://twitter.com/1601773243161284608/status/2110989524423880870"}, {"agent": "hermes-agent", "date": "2026-10-12", "source": "X", "community": "@NousResearch", "text": "@nousresearch needs a good ui like grok bot and it is perfect.", "link": "https://twitter.com/3298439088/status/2109788599780614362"}, {"agent": "hermes-agent", "date": "2026-10-11", "source": "X", "community": "@NousResearch", "text": "@steeeevn @nousresearch tailscale ssh into herdr. 😁 of course a better ui/ux would be nice but you can leave your apartment", "link": "https://twitter.com/2097004441878614016/status/2109334833256145301"}]}, {"theme": "Local and alternative model providers", "criterion": "connect.coverage", "authorWeeks": 31, "posts": 32, "examples": [{"agent": "hermes-agent", "date": "2026-10-11", "source": "YouTube", "community": "Hermes Agent Fundamentals In 20 Minutes (No Code)", "text": "i already use lm studio for a lot of my local model management. simpler for me to keep things all in one place. eg if i download in lm studio i can power other agents, tools, and tasks. if it is in hermes then it only works in hermes", "link": "https://www.youtube.com/watch?v=ArdXLt8ZXC0&lc=Ugx2fT-D1M-F_ItdMpp4AaABAg.AbqHrIVmiwbAbqOus4F6Y9"}, {"agent": "hermes-agent", "date": "2026-10-09", "source": "Reddit", "community": "r/hermesagent", "text": "hello!\ni've put credits into openrouter and was trying to assess their free models, via openrouter, but these do not show at all.\nhermes has been updated and verified to be the latest version, and i've done model refresh.\nam i missing something?\nmany thanks!", "link": "https://www.reddit.com/r/hermesagent/comments/1x1f3mp/accessing_openrouter_free_models/"}, {"agent": "hermes-agent", "date": "2026-10-09", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@emanueledpt like in hermes desktop, we need the ability to return to any message we want as a checkpoint, and more provider integrations.", "link": "https://twitter.com/2089027663583211520/status/2108616525171273757"}]}]}, "weekly": [{"week": "2026-08-31", "positive": 964, "negative": 567, "positiveShare": 63.0, "ci95": [60.5, 65.3]}, {"week": "2026-09-07", "positive": 742, "negative": 398, "positiveShare": 65.1, "ci95": [62.3, 67.8]}, {"week": "2026-09-14", "positive": 667, "negative": 350, "positiveShare": 65.6, "ci95": [62.6, 68.4]}, {"week": "2026-09-21", "positive": 630, "negative": 411, "positiveShare": 60.5, "ci95": [57.5, 63.4]}, {"week": "2026-09-28", "positive": 711, "negative": 441, "positiveShare": 61.7, "ci95": [58.9, 64.5]}, {"week": "2026-10-05", "positive": 951, "negative": 546, "positiveShare": 63.5, "ci95": [61.1, 65.9]}, {"week": "2026-10-12", "positive": 724, "negative": 381, "positiveShare": 65.5, "ci95": [62.7, 68.3]}], "weeklyScore": [{"week": "2026-08-31", "authors": 3800, "reach": {"shareOfVoice": 22.62, "value": 0.91}, "regard": {"value": 0.557, "ci95": [0.537, 0.575]}, "score": {"value": 67.5, "ci95": [64.4, 69.7]}, "ranking": {"rank": 1, "rankRange": [1, 2]}}, {"week": "2026-09-07", "authors": 2787, "reach": {"shareOfVoice": 17.58, "value": 0.854}, "regard": {"value": 0.527, "ci95": [0.509, 0.547]}, "score": {"value": 59.9, "ci95": [56.3, 63.4]}, "ranking": {"rank": 2, "rankRange": [2, 2]}}, {"week": "2026-09-14", "authors": 2705, "reach": {"shareOfVoice": 14.46, "value": 0.815}, "regard": {"value": 0.501, "ci95": [0.481, 0.521]}, "score": {"value": 54.2, "ci95": [51.3, 57.2]}, "ranking": {"rank": 2, "rankRange": [2, 2]}}, {"week": "2026-09-21", "authors": 2757, "reach": {"shareOfVoice": 11.18, "value": 0.723}, "regard": {"value": 0.477, "ci95": [0.459, 0.494]}, "score": {"value": 50.5, "ci95": [48.1, 52.9]}, "ranking": {"rank": 2, "rankRange": [2, 4]}}, {"week": "2026-09-28", "authors": 2889, "reach": {"shareOfVoice": 8.22, "value": 0.731}, "regard": {"value": 0.527, "ci95": [0.508, 0.544]}, "score": {"value": 55.7, "ci95": [52.4, 59.0]}, "ranking": {"rank": 2, "rankRange": [2, 2]}}, {"week": "2026-10-05", "authors": 4157, "reach": {"shareOfVoice": 15.51, "value": 0.894}, "regard": {"value": 0.527, "ci95": [0.509, 0.545]}, "score": {"value": 60.8, "ci95": [58.0, 63.4]}, "ranking": {"rank": 2, "rankRange": [2, 3]}}, {"week": "2026-10-12", "authors": 3777, "reach": {"shareOfVoice": 18.42, "value": 0.946}, "regard": {"value": 0.522, "ci95": [0.503, 0.541]}, "score": {"value": 59.9, "ci95": [56.0, 63.4]}, "ranking": {"rank": 3, "rankRange": [2, 3]}}]}, {"id": "grok-bot", "name": "Grok Bot", "maker": "xAI", "sources": [{"channel": "X", "selector": "X search: Grok Bot, Grokbot, x.ai/bot", "posts": 24987}, {"channel": "X", "selector": "@bot", "posts": 16727}, {"channel": "YouTube", "selector": "Comments on videos that name it, or that name it themselves", "posts": 4877}, {"channel": "Reddit", "selector": "r/GrokBot", "posts": 4760}, {"channel": "Play Store", "selector": "Play Store", "posts": 2346}, {"channel": "App Store", "selector": "App Store", "posts": 1248}, {"channel": "Reddit", "selector": "Posts that name it", "posts": 697}], "records": 55642, "judgingPosts": 20879, "authors": 33110, "authorWeeks": 40240, "reach": {"shareOfVoice": 24.32, "weightedUsers": 22014.5, "value": 0.938}, "regard": {"positiveAuthorWeeks": 9150, "negativeAuthorWeeks": 6348, "rawPositiveShare": 59.0, "rawCi95": [58.3, 59.8], "value": 0.478, "ci95": [0.467, 0.489]}, "score": {"value": 55.4, "ci95": [54.1, 56.7], "popularityZ": 1.027, "loveZ": -0.242}, "ranking": {"rank": 3, "rankRange": [3, 3]}, "levers": {"billing": {"score": 58.7, "gain": 3.32, "rank": 3}, "connect": {"score": 55.7, "gain": 0.32, "rank": 3}, "auto": {"score": 55.6, "gain": 0.16, "rank": 3}, "control": {"score": 56.4, "gain": 1.0, "rank": 3}, "trust": {"score": 55.4, "gain": 0.0, "rank": 3}}, "criteria": {"billing": {"praise": 850, "complaint": 2980, "n": 3830, "weighted": {"praise": 528.16, "complaint": 1818.82}, "praiseShare": 22.2, "ci95": [20.9, 23.5], "regard": 0.2625, "regardCi95": [0.245, 0.282], "salience": 24.7, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/GrokBot", "polarity": "praise", "text": "i switched the same exact way last week, $300 to $200 and i haven’t noticed a loss anywhere. i even got a partial refund(had subscribed through apple originally). they are doing it to more closely match claude and codex $200 plans.", "link": "https://www.reddit.com/r/GrokBot/comments/1x8zszm/grok_bot_super/phh3ylc/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/GrokBot", "polarity": "praise", "text": "i got the $200 plans and i’m using it so much and i’m still at 1% usage. i guess i underestimated the usage they give. i’ll be going down to the $30 plan to see", "link": "https://www.reddit.com/r/GrokBot/comments/1x8xjd1/xais_new_30mo_premium_plan_worth_it_looking_for/phj94jx/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/GrokBot", "polarity": "praise", "text": "tricky as i’ve only just “unified” from cursor over to the x plan. it’s very rare i run out though. only time i really did was when setting up all my bots and now they just chug away.", "link": "https://www.reddit.com/r/GrokBot/comments/1x99u04/x_premium_or_gpt_plus/phk3y8u/"}, {"date": "2026-10-18", "source": "X", "community": "@bot", "polarity": "praise", "text": "used 166m+ tokens in last 30 days on @grok and @bot. \nsame usage would cost $200-$600+ on claude or gpt\nsolid value. [link]", "link": "https://twitter.com/2093926689348968448/status/2111778294794482117"}, {"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "grokbot ($200/mo plan) has now saved me $375/mo in subscriptions.", "link": "https://twitter.com/1617953301030440971/status/2111922032397144370"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "lol the on demand buys you much less than say your $30 supergrok - each token costs much more and is not “subsidized” for lack of a better term\nlast week i found my team burns $5/hr not doing\nmuch of anything", "link": "https://www.reddit.com/r/GrokBot/comments/1x8pd5s/usage_complaint/pheyoh3/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "no i really don't, i want to be able to pay the 100 bucks and not live in stress that my usage is going to go crazy. i'm not coding or anything. just using it by myself as a personal assistant", "link": "https://www.reddit.com/r/GrokBot/comments/1x94x8m/something_is_definitely_wrong/phj5zbx/"}, {"date": "2026-10-18", "source": "X", "community": "@bot", "polarity": "complaint", "text": "who is having token usage anxiety now🙋♂️\n@bot @poteto please increase the usage limit for ultra or some reset love please 🙏\n91%. 4 days left 😱😮💨 [link]", "link": "https://twitter.com/1651277178330398770/status/2111609644380565673"}, {"date": "2026-10-18", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@bot i see the usage is increasing too fast, much more than last week, even though i'm doing less work with it.", "link": "https://twitter.com/4721013248/status/2111733525858955334"}, {"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "@texas_twins_dad i was, i switched, wish i hadn’t. in less than 24 hours, 24% usage.\nbefore when grok bot usage was over 90%, would just use grok and grok build.\nnow i cannot even do that. 🫤", "link": "https://twitter.com/15162038/status/2111819868966359481"}]}}, "access": {"praise": 453, "complaint": 655, "n": 1108, "weighted": {"praise": 269.97, "complaint": 397.17}, "praiseShare": 40.9, "ci95": [38.0, 43.8], "regard": 0.6003, "regardCi95": [0.573, 0.627], "salience": 7.1, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@elonmusk the biggest benefit of grok bot for me is that it doesn't directly block users in china like claude does, so grok bot should become popular in china.", "link": "https://twitter.com/1450797885952442370/status/2111642720414679321"}, {"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@tualatrix i can't believe i was so silly 😂 grokbot doesn't need extra credentials 😂 i thought it was openai's dot.", "link": "https://twitter.com/27200079/status/2111742457360912847"}, {"date": "2026-10-17", "source": "X", "community": "@bot", "polarity": "praise", "text": "@joshmanders @zrymiller @miaai_lab @poteto @dunnbot nice 👍 \ni tried openclaw and hermes in the past. grok @bot is just one less thing i have to worry about fiddling with. just works.", "link": "https://twitter.com/1854008528064724992/status/2111496693011419489"}, {"date": "2026-10-16", "source": "X", "community": "@bot", "polarity": "praise", "text": "@elonmusk @grok @bot i had it installed in running in under a minute. my phone was become a pest rather than a tool all because of spam.", "link": "https://twitter.com/1857275980626214912/status/2110907006186062101"}, {"date": "2026-10-15", "source": "YouTube", "community": "Grok Bot nach 2 Monaten: Ich nutze es jetzt öfter als Claude", "polarity": "praise", "text": "i explained this in one of my last videos. you press a button, say what the bot should do, and 3 minutes later the deployment is ready. there is currently nothing easier on the market. how far you can get with the 20 € is best tested by yourself. it's hard to say.", "link": "https://www.youtube.com/watch?v=dt5h4-x8X0k&lc=Ugzo-UijcG-q773NRBt4AaABAg.Ac-4jhCU9nQAc-6Sq0PsVW"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "@melvindvivas @bot grok bot wont let me login into x! its super frustrating", "link": "https://twitter.com/1717827880288493568/status/2111709692573671688"}, {"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "fuggin finally hooked up grokbot to my t3code instance running over tailscale. god damn that was a lot of work", "link": "https://twitter.com/920478965067911169/status/2111347413227303172"}, {"date": "2026-10-16", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@markrich2209 @elonmusk @grok @bot you have to use grok bot. not grok. and depending on the state you live in it might not work anyways and be a complete waste of your time.", "link": "https://twitter.com/1502329773326020616/status/2111151818827084050"}, {"date": "2026-10-16", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@elonmusk @bot it’s not working for me. i tried to login, it says i need to unify the account and when i confirm, it says it is already unified, but it is not, so it can’t open", "link": "https://twitter.com/72805608/status/2111239950096277563"}, {"date": "2026-10-16", "source": "App Store", "community": "App Store", "polarity": "complaint", "text": "i have yet to get this app to work. just cycles me in circles. had high hopes but not working so far even with grok coaching me", "link": "https://apps.apple.com/us/app/grok-bot/id6794501026"}]}}, "connect": {"praise": 596, "complaint": 779, "n": 1375, "weighted": {"praise": 375.69, "complaint": 496.37}, "praiseShare": 43.3, "ci95": [40.7, 46.0], "regard": 0.4597, "regardCi95": [0.433, 0.487], "salience": 8.9, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@dzhohola i have grok bot now but idk what to use it for. i like my agent having control of my task desktop", "link": "https://twitter.com/2044246546930147328/status/2111633879765332353"}, {"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@jeremyjasonrog1 @jtpellscpa @bot you haven’t used grokbot have u\nit can log into all ur stuff\nalmost all", "link": "https://twitter.com/8010362/status/2111642687443234865"}, {"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "grokbot + cursor = goat set up nothing beats the smoothness across mac and pc development. also a great way to manage multiple machines from the cloud", "link": "https://twitter.com/21236724/status/2111709786232480136"}, {"date": "2026-10-17", "source": "X", "community": "@bot", "polarity": "praise", "text": "@minimalduck @bot @spacexai @elonmusk buy that man some coffee. works great so long as you use the email plug in. if you want to use it for your spouse or other person, just have them forward their email links to your email. [link]", "link": "https://twitter.com/1395191747274215424/status/2111451796942344690"}, {"date": "2026-10-16", "source": "X", "community": "@bot", "polarity": "praise", "text": "i enjoy watching @bot tear through @spacexai's captcha challenges.", "link": "https://twitter.com/15096305/status/2111160602198528069"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "no, i did use x connector, but it only allows read. i think this is by design...", "link": "https://www.reddit.com/r/GrokBot/comments/1x8c7qh/login_to_x_in_grok_bots_computer/phftz4d/"}, {"date": "2026-10-18", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@melvindvivas @bot yeah, doesn't work for me either and i already linked my x to my grok account.\nwhat i do now i just share the x links with my grok bot and take it from there", "link": "https://twitter.com/17369441/status/2111609891068723264"}, {"date": "2026-10-18", "source": "X", "community": "@bot", "polarity": "complaint", "text": "anyone know why doesn’t grok @bot have complete access to @grok projects, etc? seems like i have to share them with my bot email. i wish they all talked together.", "link": "https://twitter.com/1824459557952978944/status/2111671528475832439"}, {"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "i laughed my ass off because the grok bot couldn't log in to x.", "link": "https://twitter.com/363476641/status/2111753345090343248"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "did the same thing with google drive. even with native connector. no luck unfortunately.", "link": "https://www.reddit.com/r/GrokBot/comments/1x85kat/the_biggest_issue_making_me_cancel_my_200/phad03j/"}]}}, "ask": {"praise": 766, "complaint": 778, "n": 1544, "weighted": {"praise": 503.28, "complaint": 488.02}, "praiseShare": 49.6, "ci95": [47.1, 52.1], "regard": 0.5048, "regardCi95": [0.481, 0.529], "salience": 10.0, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "with grok bot, you can proceed with work just like asking an ordinary person, so it's fun to challenge things i've never done before.", "link": "https://twitter.com/91909655/status/2111729168455270781"}, {"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "am i only now realising that we can start tagging grok bot and other bots when chatting with supergrok. very handy feature, no longer need to copy link to grok bot! @spacexai @bot [link]", "link": "https://twitter.com/237085884/status/2111831438685560888"}, {"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "it is soo strange. \n> grok normally feels slow asf when i use it here on x, or in the grok app. \n> grok bot answers the same things like 3x faster. \nhave y’all completely given up on grok inside of grok bot, or are you running a custom version of grok on different chips in bot?", "link": "https://twitter.com/2914778029/status/2111379038489211162"}, {"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@thsottiaux @charliermarsh @ajambrosino when's openai's dots getting webhook support?? fr i need this so bad 🙏 btw you gotta try grok bot, webhook messages there are lowkey a game changer. i can throw tasks at it from literally anywhere and it just handles them, no cap", "link": "https://twitter.com/1740906151750103040/status/2111524930693238836"}, {"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "one of the reasons for the low stress of grok bot is its speed. also, it's good that it responds super quickly for now. it instantly communicates what it has received and smoothly progresses tasks. it feels like it captures the important aspects of user experience well. [link]", "link": "https://twitter.com/1000303004539498496/status/2111603162289500361"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "@thrivewithsi three times faster is the number that got me. i tried computer tasks on grok bot last month and the latency made me walk away. x dms as the control plane is clever, my inbox is where half my work already lives.", "link": "https://twitter.com/1881173355921108992/status/2111633669463097452"}, {"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "@elonmusk @bot hi elon , i see there is issue in grok bot android app.\nwhen you get a notification of work completed and you click on the notification in that that message did not there you need to do some back and forth to see that message", "link": "https://twitter.com/1983611392314982400/status/2111274252070781286"}, {"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "@elonmusk @bot elon can you make grok bot windows client better? so far it's shit", "link": "https://twitter.com/1086080362038476802/status/2111314507763232849"}, {"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "@bkashjosi thanks. i think i might play with session management this was. such a drag grok bot has no session control", "link": "https://twitter.com/1462597328171409410/status/2111508379646513507"}, {"date": "2026-10-17", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "it's working very slowly. it takes a long time to respond to messages.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}]}}, "act": {"praise": 3270, "complaint": 921, "n": 4191, "weighted": {"praise": 2087.84, "complaint": 578.73}, "praiseShare": 78.0, "ci95": [76.7, 79.3], "regard": 0.5675, "regardCi95": [0.548, 0.587], "salience": 27.0, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/GrokBot", "polarity": "praise", "text": "it did! i did not even know it could generate video.. what's funny is that the video it made? the girl looks almost exactly like the op's", "link": "https://www.reddit.com/r/GrokBot/comments/1x89s9x/i_wrote_a_2000word_prompt_for_15_seconds_of_ai/phfwals/"}, {"date": "2026-10-18", "source": "X", "community": "@bot", "polarity": "praise", "text": "my @bot checks my @claudeai code meta tags and checks against @google search best practices each time it makes a change to my 2,400 page site and i already rank for 251 search terms in just 2 weeks of the site being fully operational.", "link": "https://twitter.com/44137886/status/2111661911775564278"}, {"date": "2026-10-18", "source": "X", "community": "@bot", "polarity": "praise", "text": "@grok @bot is so cool! it just unsubscribed me to 108 junk email subscriptions i was getting.", "link": "https://twitter.com/46587318/status/2111857562824097839"}, {"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "i used the same set of prompts to monitor the status of the us stock market, and only grok bot warned of the impending burst of the us stock bubble between the 9th and 10th. the only difference in the prompts is that grok bot added some data from x. [link]", "link": "https://twitter.com/1871880526774366208/status/2111656926929113566"}, {"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@elonmusk what grok bot built me this weekend:\na camera system better than a store-bought nvr\na computer health monitor that fixes itself\nvoice access to my private ai from my pc, phone, watch, and truck\nqwen and grok, each with its own voice\njaw-dropping", "link": "https://twitter.com/1783444114933010432/status/2111695546322706462"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "exactly i have to babysit and evaluate all its output and i notice a lot of errors", "link": "https://www.reddit.com/r/GrokBot/comments/1x90pe3/tips_for_a_claude_code_user/phha1ck/"}, {"date": "2026-10-18", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@bot cannot place the album covers to all albums cause it can read the codes!!!! \nthis platform is trash each change", "link": "https://twitter.com/23026561/status/2111879938349600778"}, {"date": "2026-10-17", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@elonmusk @bot why can't my grokbot use its email address? worked for 1 day now says it can't send email anymore.", "link": "https://twitter.com/1093687250423087104/status/2111248664274280780"}, {"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "@brorlandi i do this all the time. the time i produce the most is after midnight. i schedule all the messages.. i only go crazy when the grok bot makes a mistake and doesn't send anything, but i'm creating rules so that doesn't happen anymore!!!", "link": "https://twitter.com/4083696209/status/2111489482520158509"}, {"date": "2026-10-16", "source": "YouTube", "community": "Grok Bot nach 2 Monaten: Ich nutze es jetzt öfter als Claude", "polarity": "complaint", "text": "cool video, but i still feel more comfortable with claude. i build a lot of programs and also websites, and i didn't like that about grok bot. other questions, could it be that you live in the south?", "link": "https://www.youtube.com/watch?v=dt5h4-x8X0k&lc=UgzVUvmjNPvjYnDFWI54AaABAg"}]}}, "auto": {"praise": 2051, "complaint": 723, "n": 2774, "weighted": {"praise": 1281.38, "complaint": 473.83}, "praiseShare": 73.9, "ci95": [72.3, 75.5], "regard": 0.4889, "regardCi95": [0.464, 0.513], "salience": 17.9, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@bot", "polarity": "praise", "text": "@elonmusk @bot what i like the most is that it works even with the computer closed.\n👌👌👌✅✅✅", "link": "https://twitter.com/1352317907288645633/status/2111915014705811485"}, {"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@elonmusk @bot same stack here — grok bot handles digests, drafts, and scheduled follow-ups while i ship the product. agent workflow finally feels like a real opc teammate, not a demo.", "link": "https://twitter.com/231128381/status/2111642648830472465"}, {"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "i thought this was great and told grok bot to continue to do this to be clear. i appreciate agents being proactive, some people need it. (me)", "link": "https://twitter.com/1538525334781370368/status/2111524614107201716"}, {"date": "2026-10-17", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "i felt that this ai is on a different level than what i've experienced before. after just 2 hours of using it, i switched to the paid plan. it does everything i want it to do! it also makes suggestions on its own and truly becomes a reliable partner.", "link": "https://apps.apple.com/jp/app/grok-bot/id6794501026"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@elonmusk @bot it easily forgets facts/details i've given it - will that be improved?", "link": "https://twitter.com/16872093/status/2111178215222022469"}, {"date": "2026-10-16", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "have you ever used grok bot to connect to feishu bot? the cloud computer resets irregularly + the bridge automatically checks for deadlocks, and syncing the script to the repository is also useless 😂 i guess i'll switch back to hermes for the connection.", "link": "https://twitter.com/1947553138007019524/status/2110959870224847310"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "i’m noticing that mine are getting a little dumber, forgetting some context from our early days", "link": "https://www.reddit.com/r/GrokBot/comments/1x6p555/does_grok_bot_has_a_context_limit/pgxz8sw/"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "it can do pretty much anything you throw at it, as long as it's digital. but after 2 weeks i noticed it has its limits if it has to remember too much stuff at once. it will get totally demented so best not overload tasks on him.", "link": "https://www.reddit.com/r/GrokBot/comments/1x5tq6r/i_think_grokbot_paid_for_its_self_for_now/pgqrk8e/"}]}}, "control": {"praise": 481, "complaint": 551, "n": 1032, "weighted": {"praise": 311.2, "complaint": 347.53}, "praiseShare": 46.6, "ci95": [43.6, 49.7], "regard": 0.3756, "regardCi95": [0.352, 0.402], "salience": 6.7, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "this is why i like grok bot, powerful, yet simple. \ngrok bot's settings versus codex settings(had to capture in 2 pictures). [link]", "link": "https://twitter.com/1646193705802510336/status/2110394656475529239"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/GrokBot", "polarity": "praise", "text": "i just started. i use the native connector from x that allows me to monitor, and i have a session started on the grokbot computer. i review and authorize everything before publishing.", "link": "https://www.reddit.com/r/GrokBot/comments/1x4brg4/anyone_using_grokbot_for_twitterx_marketing_is_it/pgda7lh/"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/GrokBot", "polarity": "praise", "text": "i've given my bots certain limits. that they can't just do everything they want to. if they want to send a draft, they can but they are required to show me the draft first before posting or emailing. i have the final say, not the bots", "link": "https://www.reddit.com/r/GrokBot/comments/1x1s5rn/grok_bot_just_emailed_my_team_after_i_told_it_not/pf118tw/"}, {"date": "2026-10-10", "source": "X", "community": "@bot", "polarity": "praise", "text": "@poteto @bot mostly taught it to do less.\nshorter reports, fewer retries, one job per bot.\nbest week yet.", "link": "https://twitter.com/2099193636206641152/status/2108909534701875268"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "it automatically uses it sometimes, but you can’t choose manually. personally, i have antigravity and cc signed in on grok bots computer for hard tasks cause i have grok bot connect to my homelab so i have to have it code sometimes", "link": "https://www.reddit.com/r/GrokBot/comments/1x8vde5/how_do_you_make_the_grok_bots_use_claude/phg692l/"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "how do you know what it's using?! i try to ask mine and it just tells me, \"i'm grok bot\"..", "link": "https://www.reddit.com/r/GrokBot/comments/1x5pahu/can_i_control_the_models_an_agent_uses_with_its/pgp633n/"}, {"date": "2026-10-14", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "where did the grok bot per-bot “instructions” settings go on the macos desktop app?!\nthey are still in the ios app, but completely missing from the desktop app.", "link": "https://twitter.com/106567671/status/2110292444378198318"}]}}, "trust": {"praise": 97, "complaint": 253, "n": 350, "weighted": {"praise": 65.27, "complaint": 163.33}, "praiseShare": 27.7, "ci95": [23.3, 32.6], "regard": 0.4995, "regardCi95": [0.46, 0.531], "salience": 2.3, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "@bot", "polarity": "praise", "text": "@elonmusk @bot it's easy to test. give it low risk account details with small purchases. see how it does. my grok bot ceo knows i'm risk averse with personal info. no issues yet, but nice to know if it fucks up, i'm promised a fix. confident.", "link": "https://twitter.com/93771279/status/2110612402505220458"}, {"date": "2026-10-13", "source": "YouTube", "community": "What's new in Grok Bot - Oct 13, 2026", "polarity": "praise", "text": "@mrbjjackson because anthropic have been infiltrated by a bunch of leftie commie radicals (seriously). the only reason i use grok and no other ai provider is exactly because i do trust elon with my data.", "link": "https://www.youtube.com/watch?v=8_K9yAckFh0&lc=Ugz05YKMezUOQded8X94AaABAg.AbuaPfywGhYAbuwj_RPklz"}, {"date": "2026-10-12", "source": "YouTube", "community": "Grok Made Me $10K In 14 Days: How To Build A One-Person Business With Grok Bot (3 Step Framework)", "polarity": "praise", "text": "grok bot is by far my favorite ai agent to date! it’s safe also - lets you use your mfa - yubi key", "link": "https://www.youtube.com/watch?v=-nzCVT39UUQ&lc=UgwUHZFBwAoZLR7W1QR4AaABAg"}, {"date": "2026-10-08", "source": "YouTube", "community": "Grok Bot vs OpenClaw vs Hermes: Which AI Agent Wins?", "polarity": "praise", "text": "i'm using it for 3 days now... and i just loved it... for someone like me, wanting to manage their business or work, is a safer ai bot. open source and self hosted boys can be risky. but grok bot is controlled.", "link": "https://www.youtube.com/watch?v=rYQ5rPiev5E&lc=Ugwk0HLUOj4YaYoI9894AaABAg"}, {"date": "2026-10-07", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "while i’m not quite at this level yet, i just want to say that i also agree with @andarianp about this.\ni don’t trust anthropic. i don’t trust openai.\ni use grok and grok bot for a reason.\ni would use openrouter if i wanted to.\na hard “opt-out” needs to happen. [link]", "link": "https://twitter.com/1932141630695612417/status/2107917466584355127"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "i found a major security flaw in grok bot.\nwhy does the docker not have a password allowing any any agent to access it without one? 🤦♂️\ncc: @bot @elonmusk @x [link]", "link": "https://twitter.com/870099960318091264/status/2110959900062884011"}, {"date": "2026-10-16", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "@elonmusk @grok @bot thanks. i'd use a more limited version of that service, but grokbot just wants too much information.", "link": "https://twitter.com/971387918/status/2111175588279173580"}, {"date": "2026-10-14", "source": "YouTube", "community": "What's new in Grok Bot - Oct 13, 2026", "polarity": "complaint", "text": "grok bot can't delete the emails though? so xai have a full history of all emails and they can only be deleted by removing the account?\ni don't like this. should be an option to have the bot read the mail then delete. or delete after 7/30/90 days. not keep emails forever.", "link": "https://www.youtube.com/watch?v=8_K9yAckFh0&lc=UgwrPOZ1UD6WIPeSEmJ4AaABAg"}, {"date": "2026-10-09", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@xfreeze @bot i lost access to my google account completely due to allowing @grok bot access to my gmail and g drive. google have now completely blocked my account and scheduled it for deleting. so i would be careful allowing grok any access to @google tbh .", "link": "https://twitter.com/1589578329862164481/status/2108590507932942497"}]}}, "vendor": {"praise": 200, "complaint": 715, "n": 915, "weighted": {"praise": 134.66, "complaint": 461.95}, "praiseShare": 21.9, "ci95": [19.3, 24.7], "regard": 0.5146, "regardCi95": [0.478, 0.55], "salience": 5.9, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@bot", "polarity": "praise", "text": "@elonmusk @bot it’s incredible that we have a meaningful update package to install almost every day", "link": "https://twitter.com/1512504647503663104/status/2111715394318913828"}, {"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@elonmusk @bot 20 improvements per day? no wonder grok bot feels so much better lately. fast, smart, and actually gets what i’m trying to say. love the pace 👏", "link": "https://twitter.com/1738503080432254976/status/2111709719010193797"}, {"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "after the grok bot update, there are finally no more those frustrating phrases and jargon in chinese expression! it's really great!!!", "link": "https://twitter.com/20501972/status/2111810142748779005"}, {"date": "2026-10-15", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "literally just posted some feedback for the grok bot team i had on my mind overnight.\nthen resumed my grok bot workflow after posting it and discovered they've already address the exact thing i was doing to post as feedback 😂\nteam moving faster than speed of light.", "link": "https://twitter.com/31263848/status/2110875266889425396"}, {"date": "2026-10-14", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "i've also noticed huge improvements for grok bot lately and it's only getting better with time. now is the best time ever to start switching over your tasks to grok bot. [link]", "link": "https://twitter.com/17050482/status/2110223762259947754"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "grok bot team,\nif this keeps happening to everyone trying to install a bot from me, or me trying to install another bot from someone else, what is the point of marketplace?\nalso, it worked after 10 attempts. most people try once. \nsincerely,\na bot creator [link]", "link": "https://twitter.com/57834205/status/2111799891559436605"}, {"date": "2026-10-17", "source": "X", "community": "@bot", "polarity": "complaint", "text": "connect it to your dms, sure. my ticket to grok bot support said \"do not reset.\" their 10/5 reply: \"this was a full restore.\" three weeks later, still no fix. t-g38867 / t-g40511.\npage 6 of 7\n@cursor_ai @grok @bot @spacexai @xai @elonmusk @mntruell\n[link] [link]", "link": "https://twitter.com/302447241/status/2111372416454893626"}, {"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "the first roadster rolled out in 2008. sept 30, grok bot support said they were \"already tracking\" my issue. three weeks later, still no fix. i just need help and an answer.\npage 7 of 7\n@cursor_ai @grok @bot @spacexai @xai @elonmusk @mntruell\n[link] [link]", "link": "https://twitter.com/302447241/status/2111364943870046412"}, {"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "@cu30rry_ can’t add them, there’s some sort of bug again… grok bot is very bad in terms of reliability", "link": "https://twitter.com/1830360887229566976/status/2111585333435572650"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "my grok bots got blocked and i didn't save any of my work. 😔 they haven't told me why and i sent emails to xai support.\nanyone have any suggestions?\ni feel like a chump because i put so many hours into building them.", "link": "https://www.reddit.com/r/GrokBot/comments/1x6l36x/grok_bot_paying_for_it_self/ph53hij/"}]}}, "billing.price_level": {"praise": 366, "complaint": 442, "n": 808, "weighted": {"praise": 235.87, "complaint": 270.84}, "praiseShare": 45.3, "ci95": [41.9, 48.7], "regard": 0.4022, "regardCi95": [0.368, 0.436], "salience": 5.2, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@bot", "polarity": "praise", "text": "used 166m+ tokens in last 30 days on @grok and @bot. \nsame usage would cost $200-$600+ on claude or gpt\nsolid value. [link]", "link": "https://twitter.com/2093926689348968448/status/2111778294794482117"}, {"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "grokbot ($200/mo plan) has now saved me $375/mo in subscriptions.", "link": "https://twitter.com/1617953301030440971/status/2111922032397144370"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/GrokBot", "polarity": "praise", "text": "nice one. i run a small consultancy. i have 36 bots on a ultra plan and they are awesome.\nand very sticky. where can you get this value for this price.\ni have combined them with my other coding tools and i am getting so much done", "link": "https://www.reddit.com/r/GrokBot/comments/1x7sov2/went_from_burning_through_grok_bot_credits_to/ph7x5gy/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "lol the on demand buys you much less than say your $30 supergrok - each token costs much more and is not “subsidized” for lack of a better term\nlast week i found my team burns $5/hr not doing\nmuch of anything", "link": "https://www.reddit.com/r/GrokBot/comments/1x8pd5s/usage_complaint/pheyoh3/"}, {"date": "2026-10-14", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "why pay an expensive subscription when you can literally use any other ai completely free... bye bye grok 👋", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"date": "2026-10-13", "source": "YouTube", "community": "Muse Wonder vs Hark Pro vs Grok Bot vs Dots: Same Trip, Ranked", "polarity": "complaint", "text": "so far i’m loving hark. i’m not doing anything complicated. just living but it’s easy and proactive. i used it quite a bit and still haven’t hit my limit. grok is almost useless because it’s so expensive", "link": "https://www.youtube.com/watch?v=y8wUXyHewBM&lc=UgwcoDVzqGPw_nBL6_d4AaABAg"}]}}, "billing.entry_plan": {"praise": 70, "complaint": 241, "n": 311, "weighted": {"praise": 41.93, "complaint": 160.03}, "praiseShare": 22.5, "ci95": [18.2, 27.5], "regard": 0.2326, "regardCi95": [0.206, 0.258], "salience": 2.0, "receipts": {"praise": [{"date": "2026-10-11", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "i'm prepared to drop my cursor sub and only use codex for personal use, then i just realized that grokbot actually runs on @cursor_ai sub even only the $20, while dots only for pro user. \nnow i know which one i should keep.", "link": "https://twitter.com/2066492269260361728/status/2109145462070747253"}, {"date": "2026-10-11", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@burntfox jumped on the $30 for 3 months super grok deal. comes with grok bot. 🔥", "link": "https://twitter.com/1750215098021384192/status/2109304972806402259"}, {"date": "2026-10-06", "source": "X", "community": "@bot", "polarity": "praise", "text": "i have been playing with the free version and i am hooked! @bot", "link": "https://twitter.com/1772993403816382464/status/2107441182162685952"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@elonmusk @bot i am in the premium teir and grok bot connecting to x wants me to add api credits.", "link": "https://twitter.com/1850964027217956864/status/2111257522174873910"}, {"date": "2026-10-17", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "you only get 1 time trial and done. then, they won't let you use it without any charged subscription.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"date": "2026-10-17", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "haven't done anything yet and already asked to pay, uninstall.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}]}}, "billing.usage_cap": {"praise": 337, "complaint": 1865, "n": 2202, "weighted": {"praise": 202.37, "complaint": 1121.76}, "praiseShare": 15.3, "ci95": [13.9, 16.9], "regard": 0.2681, "regardCi95": [0.243, 0.298], "salience": 14.2, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/GrokBot", "polarity": "praise", "text": "comparing support to cursor pro+ which i had before, i only use grokbot and feel the usage is dramatically higher. i used to easily get to 85% usage a week and now few days in i'm maybe in the pace for half of it. again, as this is a shared usage poll, i'm just using grokbot.", "link": "https://www.reddit.com/r/GrokBot/comments/1x8zszm/grok_bot_super/phhhe6w/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/GrokBot", "polarity": "praise", "text": "i got the $200 plans and i’m using it so much and i’m still at 1% usage. i guess i underestimated the usage they give. i’ll be going down to the $30 plan to see", "link": "https://www.reddit.com/r/GrokBot/comments/1x8xjd1/xais_new_30mo_premium_plan_worth_it_looking_for/phj94jx/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/GrokBot", "polarity": "praise", "text": "tricky as i’ve only just “unified” from cursor over to the x plan. it’s very rare i run out though. only time i really did was when setting up all my bots and now they just chug away.", "link": "https://www.reddit.com/r/GrokBot/comments/1x99u04/x_premium_or_gpt_plus/phk3y8u/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "no i really don't, i want to be able to pay the 100 bucks and not live in stress that my usage is going to go crazy. i'm not coding or anything. just using it by myself as a personal assistant", "link": "https://www.reddit.com/r/GrokBot/comments/1x94x8m/something_is_definitely_wrong/phj5zbx/"}, {"date": "2026-10-18", "source": "X", "community": "@bot", "polarity": "complaint", "text": "who is having token usage anxiety now🙋♂️\n@bot @poteto please increase the usage limit for ultra or some reset love please 🙏\n91%. 4 days left 😱😮💨 [link]", "link": "https://twitter.com/1651277178330398770/status/2111609644380565673"}, {"date": "2026-10-18", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@guillebuilds @bot i started today and i've already spent 3% in 2 hours", "link": "https://twitter.com/802579892/status/2111804754661691712"}]}}, "billing.token_efficiency": {"praise": 157, "complaint": 463, "n": 620, "weighted": {"praise": 97.65, "complaint": 284.19}, "praiseShare": 25.3, "ci95": [22.1, 28.9], "regard": 0.4455, "regardCi95": [0.408, 0.483], "salience": 4.0, "receipts": {"praise": [{"date": "2026-10-16", "source": "Reddit", "community": "r/GrokBot", "polarity": "praise", "text": "so far i decided to get base level pro chatgpt codex and claude subscriptions – and give instructions to my grok bot to always use them first, and its cut my usage in half. although as i’m on the legacy amount i’m tempted to sign up to the new one.", "link": "https://www.reddit.com/r/GrokBot/comments/1x793tj/is_grokbot_usage_limit_got_reduced/ph2mz7v/"}, {"date": "2026-10-15", "source": "X", "community": "@bot", "polarity": "praise", "text": "my @bot uses @chatgpt like i do now and will save on usage 🤯🤯🤯 @elonmusk #grokbot [link]", "link": "https://twitter.com/111125294/status/2110536903778767105"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/GrokBot", "polarity": "praise", "text": "i noticed that my bot was able to browse the internet with far less token usage, so i guess there's something to these changes.\nhope they can find a good compromise soon.", "link": "https://www.reddit.com/r/GrokBot/comments/1x3mpj0/have_the_devs_nerfed_grokbot_suddenly_extremely/pfik0f8/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@bot i see the usage is increasing too fast, much more than last week, even though i'm doing less work with it.", "link": "https://twitter.com/4721013248/status/2111733525858955334"}, {"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "@elonmusk @grok @bot i’m finding it uses to much credit to do simple tasks", "link": "https://twitter.com/2048215190790184961/status/2111314287444758842"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "do you have teams or group chats available? i have yet to find a suitable alternative to grok bot where group chats work and grok burns usage like crazy when using them.", "link": "https://www.reddit.com/r/GrokBot/comments/1x6950g/opensource_grok_bot_alternative_sugabots/ph49x90/"}]}}, "billing.plan_clarity": {"praise": 10, "complaint": 288, "n": 298, "weighted": {"praise": 7.43, "complaint": 180.45}, "praiseShare": 3.4, "ci95": [1.8, 6.1], "regard": 0.3739, "regardCi95": [0.338, 0.421], "salience": 1.9, "receipts": {"praise": [{"date": "2026-10-12", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "the complicated issue of the paid plans for x, cursor, and grok being scattered has been resolved through subscription integration. i had just started operating the grok bot, so i summarized it. the previous plans were refunded on a pro-rata basis (?). [link]", "link": "https://twitter.com/103286566/status/2109786028286550465"}, {"date": "2026-09-30", "source": "X", "community": "@bot", "polarity": "praise", "text": "thank you to the @spacexai, @bot and @grok teams!\nlove that we see the apps more merging together and having the grok and grok bot limits in one view is great\nlove it 🥰 [link]", "link": "https://twitter.com/1855010556203147264/status/2105247589503258644"}, {"date": "2026-10-13", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@weswinder i like this clarity better tbh. grok bot alone is worth the sub for me. \nat $300 - no way, though. the new pricing model makes way more sense.", "link": "https://twitter.com/14249529/status/2110037392052846858"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "i have grok super heavy ($300 a month) and still cannot figure out what i lose with the $200 plan other than support.", "link": "https://www.reddit.com/r/GrokBot/comments/1x8zszm/grok_bot_super/phh1kol/"}, {"date": "2026-10-13", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@bot - i'm confused. i just subscribed on @x but already had a grokbot subscription through the apple app store. both accounts use the same email address. what should i expect? do i need to take any actions to unify the accounts?", "link": "https://twitter.com/2095613491142873088/status/2109804034064531868"}]}}, "billing.purchase_flow": {"praise": 9, "complaint": 168, "n": 177, "weighted": {"praise": 5.29, "complaint": 106.26}, "praiseShare": 5.1, "ci95": [2.7, 9.4], "regard": 0.437, "regardCi95": [0.403, 0.483], "salience": 1.1, "receipts": {"praise": [{"date": "2026-10-07", "source": "Reddit", "community": "r/GrokBot", "polarity": "praise", "text": "i did the same thing. went from supergrok to supergrok plus. they refunded me time remaining from supergrok and applied the prorate to supergrok plus and reset my limit", "link": "https://www.reddit.com/r/GrokBot/comments/1wyx607/usage_limit/pebx40x/"}, {"date": "2026-10-03", "source": "X", "community": "@bot", "polarity": "praise", "text": "i just noticed that the excess grok @bot usage amount i had to pay out-of-pocket for was added back to my @xdevelopers credits.\nthank you! @x @spacex @mattyp", "link": "https://twitter.com/1710844843818160128/status/2106257179326198024"}, {"date": "2026-09-07", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "no hidden cost. on-demand charge is off by default. grok bot is amazing. agentic ai is amazing.\n", "link": "https://www.reddit.com/r/cursor/comments/1w9udb4/is_cursor_worth_it/p8edem4/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@bot i can only use you in the grok app. on the grok bot app it shows my trial and on the web it shows the trial, but i’ve upgraded. been a week like this", "link": "https://twitter.com/621445221/status/2111787222647058514"}, {"date": "2026-10-17", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@bot i purchased the premium membership several days ago, why is it still in \"under review\" status?", "link": "https://twitter.com/1439751405263155202/status/2111417207544778774"}, {"date": "2026-10-14", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "@grok @bot @imagine credits cannot be purchased according to the app, even with the auto top-up enabled... [link]", "link": "https://twitter.com/110874001/status/2110479727081529775"}]}}, "access.availability": {"praise": 30, "complaint": 68, "n": 98, "weighted": {"praise": 20.76, "complaint": 44.96}, "praiseShare": 30.6, "ci95": [22.4, 40.3], "regard": 0.6258, "regardCi95": [0.572, 0.679], "salience": 0.6, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@elonmusk the biggest benefit of grok bot for me is that it doesn't directly block users in china like claude does, so grok bot should become popular in china.", "link": "https://twitter.com/1450797885952442370/status/2111642720414679321"}, {"date": "2026-10-10", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "old ma, keep it up! i hope grok bot can surpass claude. using claude in china is very troublesome, while using grok bot is very convenient. @elonmusk [link]", "link": "https://twitter.com/1658720344570728451/status/2108933942766436676"}, {"date": "2026-10-08", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@afarunm i rely on grokbot without needing to bypass the wall.", "link": "https://twitter.com/1356412433204703232/status/2108141042763706870"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@markrich2209 @elonmusk @grok @bot you have to use grok bot. not grok. and depending on the state you live in it might not work anyways and be a complete waste of your time.", "link": "https://twitter.com/1502329773326020616/status/2111151818827084050"}, {"date": "2026-10-15", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "has anyone been let into the grok bot for engineers after accepting their invite? it’s been two days for me and i haven’t heard anything since i accepted. @cursor_ai @spacexai @grok", "link": "https://twitter.com/3091369772/status/2110793296322936856"}, {"date": "2026-10-09", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "@jasonbud @bot unfortunately in europe we're locked out. @bot doesn't reply on x if the account country is in the eu vpn doesn't change it.\nask for the email inside grok bot directly: [link]", "link": "https://twitter.com/40790182/status/2108666149311582424"}]}}, "access.platform": {"praise": 105, "complaint": 111, "n": 216, "weighted": {"praise": 60.95, "complaint": 64.14}, "praiseShare": 48.6, "ci95": [42.0, 55.2], "regard": 0.6166, "regardCi95": [0.577, 0.654], "salience": 1.4, "receipts": {"praise": [{"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/"}, {"date": "2026-10-10", "source": "X", "community": "@bot", "polarity": "praise", "text": "@poteto @geoffreyhuntley @bot @interaction as an update -- it worked fine when i did it from my grokbot desktop app.", "link": "https://twitter.com/144189806/status/2108961711659348431"}, {"date": "2026-10-10", "source": "X", "community": "@bot", "polarity": "praise", "text": "@austriker27 @bot because i can control it from my phone. it’s like openclaw without the headache. could do the same in chat or claude i’m sure", "link": "https://twitter.com/14567007/status/2109068043057815907"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "@elonmusk @grok \nnow that the subscription plans are consolidated into one bundle, cant we have a all-in-one app too (for windows in my case) for grok chat/imagine, grok bot and cursor? \n its a bit inconvenient to switch between two apps and the browser all the time.", "link": "https://twitter.com/2941142797/status/2111397223472767122"}, {"date": "2026-10-13", "source": "X", "community": "@bot", "polarity": "complaint", "text": "grok bot on linux: “0.68.1 is no longer supported – update required”, but the apt repo ([link]) still only has 0.68.1, so apt install --only-upgrade grok-bot finds nothing newer. app is unusable on linux until a new .deb is published. @bot @grok @larsencc [link]", "link": "https://twitter.com/2001867192292536320/status/2109883955969396864"}, {"date": "2026-10-10", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@poteto @mikepat711 i have the same exact issue about grok bots on my macbook pro. @poteto can i send the issue description to your tibo email from my grokbot email too? 😉 in all honesty, this has to be fixed to make grok @bot a truly 24/7 remote colleague/assistant.", "link": "https://twitter.com/1170985196390240256/status/2108838062247796839"}]}}, "access.sign_in": {"praise": 20, "complaint": 365, "n": 385, "weighted": {"praise": 11.3, "complaint": 220.38}, "praiseShare": 5.2, "ci95": [3.4, 7.9], "regard": 0.3689, "regardCi95": [0.339, 0.404], "salience": 2.5, "receipts": {"praise": [{"date": "2026-10-04", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@thsottiaux is it too much to ask to allow me to sign into a work and personal account on the desktop app? grokbot is the only one who manged to do this simple thing.", "link": "https://twitter.com/1919130508740714496/status/2106556413682291122"}, {"date": "2026-10-01", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@thsottiaux can you add yubikey support? i like the product so far, but dot was laggy as hell and i had to manually enter my password. grokbot in comparison was completely frictionless for me, so it's not at parity yet.", "link": "https://twitter.com/1871100804733546496/status/2105710508737433971"}, {"date": "2026-10-01", "source": "YouTube", "community": "自带云端电脑的 AI Agent 来袭！Meta Muse 详细注册与实测：手把手教你领 10 亿 Token", "polarity": "praise", "text": "register directly in the grok bot, it's the fastest, and you can register in no time. i registered two at once 😂 the newly released recommendation codes are ns4bao, 7a3scd.", "link": "https://www.youtube.com/watch?v=EOfq4XcdggY&lc=UgwKX0ZjQB0-kKMh3794AaABAg"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "@melvindvivas @bot grok bot wont let me login into x! its super frustrating", "link": "https://twitter.com/1717827880288493568/status/2111709692573671688"}, {"date": "2026-10-16", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@elonmusk @bot it’s not working for me. i tried to login, it says i need to unify the account and when i confirm, it says it is already unified, but it is not, so it can’t open", "link": "https://twitter.com/72805608/status/2111239950096277563"}, {"date": "2026-10-16", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "i can even use the app because of all these complex steps to sign in,everytime i try to sign in to create an account the app opens my browser again and again, what a hassle! uninstalling forever, i will never use the app again, uninstall forever", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}]}}, "access.setup": {"praise": 304, "complaint": 119, "n": 423, "weighted": {"praise": 181.07, "complaint": 73.21}, "praiseShare": 71.9, "ci95": [67.4, 75.9], "regard": 0.6531, "regardCi95": [0.624, 0.679], "salience": 2.7, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@tualatrix i can't believe i was so silly 😂 grokbot doesn't need extra credentials 😂 i thought it was openai's dot.", "link": "https://twitter.com/27200079/status/2111742457360912847"}, {"date": "2026-10-17", "source": "X", "community": "@bot", "polarity": "praise", "text": "@dillon_mulroy @bot @poteto couldn’t agree more, openclaw shits itself when you ask it to do anything except tell you its name, hermes is better but bot is very normie friendly. grokbot for normies, hermes for nerds 👍", "link": "https://twitter.com/1555189749585149953/status/2111487023693578362"}, {"date": "2026-10-17", "source": "X", "community": "@bot", "polarity": "praise", "text": "@joshmanders @zrymiller @miaai_lab @poteto @dunnbot nice 👍 \ni tried openclaw and hermes in the past. grok @bot is just one less thing i have to worry about fiddling with. just works.", "link": "https://twitter.com/1854008528064724992/status/2111496693011419489"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "fuggin finally hooked up grokbot to my t3code instance running over tailscale. god damn that was a lot of work", "link": "https://twitter.com/920478965067911169/status/2111347413227303172"}, {"date": "2026-10-16", "source": "App Store", "community": "App Store", "polarity": "complaint", "text": "i have yet to get this app to work. just cycles me in circles. had high hopes but not working so far even with grok coaching me", "link": "https://apps.apple.com/us/app/grok-bot/id6794501026"}, {"date": "2026-10-08", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@bot so my bot got your reply but it didn’t have any setup instructions or anything, how do we proceed? i want my bot to have [email] email.", "link": "https://twitter.com/931641543164805120/status/2108033047669195126"}]}}, "connect.coverage": {"praise": 417, "complaint": 260, "n": 677, "weighted": {"praise": 254.07, "complaint": 164.72}, "praiseShare": 61.6, "ci95": [57.9, 65.2], "regard": 0.449, "regardCi95": [0.415, 0.481], "salience": 4.4, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@bot", "polarity": "praise", "text": "@minimalduck @bot @spacexai @elonmusk buy that man some coffee. works great so long as you use the email plug in. if you want to use it for your spouse or other person, just have them forward their email links to your email. [link]", "link": "https://twitter.com/1395191747274215424/status/2111451796942344690"}, {"date": "2026-10-16", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@itsdbtalks i currently use a mix of grok bot for execution and claude for decision making. grok can connect with the integration just tell it to and it will tell you what you need for example api key from trading 212", "link": "https://twitter.com/1363899939902939136/status/2111015814157488585"}, {"date": "2026-10-16", "source": "YouTube", "community": "Grok Bot nach 2 Monaten: Ich nutze es jetzt öfter als Claude", "polarity": "praise", "text": "you can also control your bots very well directly in the tesla via grok/ara. works excellently.", "link": "https://www.youtube.com/watch?v=dt5h4-x8X0k&lc=UgxVMO183Vj2KTcloFB4AaABAg"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "no, i did use x connector, but it only allows read. i think this is by design...", "link": "https://www.reddit.com/r/GrokBot/comments/1x8c7qh/login_to_x_in_grok_bots_computer/phftz4d/"}, {"date": "2026-10-18", "source": "X", "community": "@bot", "polarity": "complaint", "text": "anyone know why doesn’t grok @bot have complete access to @grok projects, etc? seems like i have to share them with my bot email. i wish they all talked together.", "link": "https://twitter.com/1824459557952978944/status/2111671528475832439"}, {"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "grok bot can't read the chats in the grok window. @spacexai – that's the missing piece. #grok", "link": "https://twitter.com/1899624359234281473/status/2111455519135453204"}]}}, "connect.account_link": {"praise": 69, "complaint": 301, "n": 370, "weighted": {"praise": 42.94, "complaint": 193.23}, "praiseShare": 18.6, "ci95": [15.0, 22.9], "regard": 0.5009, "regardCi95": [0.458, 0.546], "salience": 2.4, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@jeremyjasonrog1 @jtpellscpa @bot you haven’t used grokbot have u\nit can log into all ur stuff\nalmost all", "link": "https://twitter.com/8010362/status/2111642687443234865"}, {"date": "2026-10-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "one of the ways to use grok bot: link qq email to push the new word daily report. it has been arranged, linked with qq, and it's convenient to check. [link] [link]", "link": "https://twitter.com/1754419073658867712/status/2107486079393923106"}, {"date": "2026-10-02", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@thsottiaux \ni love dots. can you make this remote browser more useful though? i can't sign into anything. eg grokbot i signed it o dorodash np. it's a proper chrome browser my gmails are synced to. can't get in with dots browser.", "link": "https://twitter.com/1902468381053202432/status/2105950999840186873"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "i laughed my ass off because the grok bot couldn't log in to x.", "link": "https://twitter.com/363476641/status/2111753345090343248"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "did the same thing with google drive. even with native connector. no luck unfortunately.", "link": "https://www.reddit.com/r/GrokBot/comments/1x85kat/the_biggest_issue_making_me_cancel_my_200/phad03j/"}, {"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "@grok @bot @cursor_ai @elonmusk it keeps redirecting when trying to login at [link]. it seems it has no idea at all at how to deal with my accounts😶🌫️", "link": "https://twitter.com/2931201/status/2111356943818510397"}]}}, "connect.site_blocking": {"praise": 33, "complaint": 142, "n": 175, "weighted": {"praise": 23.46, "complaint": 86.99}, "praiseShare": 18.9, "ci95": [13.8, 25.3], "regard": 0.506, "regardCi95": [0.465, 0.55], "salience": 1.1, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "@bot", "polarity": "praise", "text": "i enjoy watching @bot tear through @spacexai's captcha challenges.", "link": "https://twitter.com/15096305/status/2111160602198528069"}, {"date": "2026-10-12", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@youtube started playing games with my @bot about 2 weeks into use. but i simply told my grokbot what to do to get through this paper wall and grokbot continues to get through successfully. [link]", "link": "https://twitter.com/1824503670811267073/status/2109638074334363687"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/GrokBot", "polarity": "praise", "text": "i set mine up to tailscale into my real computer so traffic shows as coming from my personal computer. no issues since.", "link": "https://www.reddit.com/r/GrokBot/comments/1wzuaw5/website_blocks_already/peo90so/"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "@bot", "polarity": "complaint", "text": "amazon blocked @bot. dumb. it’s monitoring stuff i want to buy. [link]", "link": "https://twitter.com/1086269499530244096/status/2110382944703648194"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "tried using it with facebook. the site said my account looks suspicious after that and i haven’t been able to move past that.", "link": "https://www.reddit.com/r/GrokBot/comments/1x41i67/grokbots_for_running_ads/pfgr4al/"}, {"date": "2026-10-10", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "using grok bot to register claude, i tried it for you, and it was banned in seconds [link]", "link": "https://twitter.com/9753162/status/2108878748544344524"}]}}, "connect.local_device": {"praise": 86, "complaint": 62, "n": 148, "weighted": {"praise": 58.76, "complaint": 40.25}, "praiseShare": 58.1, "ci95": [50.1, 65.8], "regard": 0.5013, "regardCi95": [0.468, 0.534], "salience": 1.0, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "grokbot + cursor = goat set up nothing beats the smoothness across mac and pc development. also a great way to manage multiple machines from the cloud", "link": "https://twitter.com/21236724/status/2111709786232480136"}, {"date": "2026-10-17", "source": "X", "community": "@bot", "polarity": "praise", "text": "new fun trick with @bot. connect it to iphone mirroring and have it sort out an incorrect uber eats delivery drama. [link]", "link": "https://twitter.com/14961859/status/2111487001279266906"}, {"date": "2026-10-15", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "great illustration of why @grok @bot is winning me over. phil's post reminded me how much effort i've put into trying to connect my apple apps to other assistants\nmy grok bot just... did it [link] [link]", "link": "https://twitter.com/1894202432609013760/status/2110522167205175446"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "@miles_mazy grok bot cannot obtain mobile location, it can't even recommend places to eat, it can only work, it cannot integrate into life.", "link": "https://twitter.com/712627844/status/2110193931615195347"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "alright then. i guess it can only do that on the cloud browser then, not my own pc. ", "link": "https://www.reddit.com/r/GrokBot/comments/1x2g4n3/dont_understand_the_limitation_clicking_in_a/pf5nuu5/"}, {"date": "2026-10-08", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@elonmusk @brianroemmele @grok @bot linux app still needs the local computer access feature (among others)", "link": "https://twitter.com/1255532722988212225/status/2108098418237411785"}]}}, "connect.file_transfer": {"praise": 20, "complaint": 59, "n": 79, "weighted": {"praise": 12.35, "complaint": 38.21}, "praiseShare": 25.3, "ci95": [17.0, 35.9], "regard": 0.4809, "regardCi95": [0.454, 0.511], "salience": 0.5, "receipts": {"praise": [{"date": "2026-10-05", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "grok bot has an ios app and i can just seamlessly give it whatever on my phone and then immediately have it on my pc and vise versa.\nthing i cant wait for hermes to have. [link]", "link": "https://twitter.com/944741633337282565/status/2107173531213840728"}, {"date": "2026-09-30", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@zzxwill yes, for example, i can send raw photos to grok bot, and it will help me apply a program i have created that can apply lut.", "link": "https://twitter.com/1518742213936570368/status/2105253923850478055"}, {"date": "2026-09-30", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@tkratman @esrtweet i would use grok for that kind of work anyway. it’s a newer service but i use grok bot for my more detailed work. it would happily put backups or even output into a locally stored file of whatever format you asked for.", "link": "https://twitter.com/1046895098020028416/status/2105421151212273774"}], "complaint": [{"date": "2026-10-12", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@ghaoran2 @poteto @bot i told it to send it to me via email 😂, it told me the file is larger than the size requested by email.", "link": "https://twitter.com/864471744672915456/status/2109750063522107413"}, {"date": "2026-10-08", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@elonmusk @stepango @bot i tried to upload the attached video but it said it was too large. i was trying to get an analyzation. \nthe final mile\nhttp://x. com/bobburkeca/status/[card number]860", "link": "https://twitter.com/131896925/status/2108344469141831820"}, {"date": "2026-10-05", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@farzyness @bot we need to be able to download the files locally without a connector. this should be able to go straight to my phone after it outputs. i had to connect my google drive and even though that, it was an unsupported file type via mobile preview on google drive app.", "link": "https://twitter.com/1852391706055917568/status/2106898560704974868"}]}}, "ask.channel": {"praise": 46, "complaint": 21, "n": 67, "weighted": {"praise": 32.93, "complaint": 14.87}, "praiseShare": 68.7, "ci95": [56.8, 78.5], "regard": 0.4978, "regardCi95": [0.467, 0.526], "salience": 0.4, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@thsottiaux @charliermarsh @ajambrosino when's openai's dots getting webhook support?? fr i need this so bad 🙏 btw you gotta try grok bot, webhook messages there are lowkey a game changer. i can throw tasks at it from literally anywhere and it just handles them, no cap", "link": "https://twitter.com/1740906151750103040/status/2111524930693238836"}, {"date": "2026-10-16", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "first day testing grok bot:\nwhatsapp service agent: i am testing on a number with low traffic, it connected via web (on its machine) and is interacting very well so far. it responds to business contacts so it reads my website which has prices and plans.", "link": "https://twitter.com/63243193/status/2111069858679103932"}, {"date": "2026-10-09", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "following the tutorial to integrate grokbot on wechat, it feels like the wall has disappeared 🤣 [link] [link]", "link": "https://twitter.com/1224728814/status/2108592499975655787"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@bot", "polarity": "complaint", "text": "when i tag @bot it doesn’t send anything to my bot anymore. any ideas? @poteto @grok", "link": "https://twitter.com/913542511/status/2111496591018164732"}, {"date": "2026-10-08", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@poteto @kevinnaughtonjr @bot mine doesn’t seem to work anymore. it did yesterday? but tagging hasn’t worked now or today for me", "link": "https://twitter.com/1425445846628319234/status/2108020732680610107"}, {"date": "2026-10-05", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "since i am using both grok bot and dots, i thought about connecting them on slack, but it seemed a bit off, so i stopped.\n↓\n- the compatibility between grok bot and slack seems quite poor.\n- even if i consolidate something in slack, my cognitive load won't change.", "link": "https://twitter.com/1276844525122498561/status/2107039155842847206"}]}}, "ask.voice": {"praise": 182, "complaint": 138, "n": 320, "weighted": {"praise": 114.77, "complaint": 90.55}, "praiseShare": 56.9, "ci95": [51.4, 62.2], "regard": 0.6332, "regardCi95": [0.599, 0.666], "salience": 2.1, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "@bot", "polarity": "praise", "text": "posted by my grok @bot via grok voice while supervising my @tesla\nwhat a time to be alive.", "link": "https://twitter.com/1804815170469830656/status/2110748444969091307"}, {"date": "2026-10-14", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "grok voice 3.0 just dropped: speech-to-speech, replies in under a second, built for real customer calls.\ni already call my grok bot by voice every day to get my stats and drafts. this makes it feel like phoning a real assistant. [link]", "link": "https://twitter.com/1341897064960184321/status/2110465805905539554"}, {"date": "2026-10-12", "source": "X", "community": "@bot", "polarity": "praise", "text": "annnnnd my @bot just got it's first phone call on a real swiss phone number. :d\nextremely snappy and really good at conversation!", "link": "https://twitter.com/2176302170/status/2109766765911712115"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "@bot", "polarity": "complaint", "text": "grok @bot can also respond with voice. the difference from gpt voice is that, like other voices, it picks up noise and stops, which is not great. the ability to continue the conversation naturally is something that gpt voice excels at. [link]", "link": "https://twitter.com/3830241/status/2110861632842891590"}, {"date": "2026-10-14", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@bot the voice chat experience is trash. please focus more resources so you can match chatgpt", "link": "https://twitter.com/15886909/status/2110195546149523947"}, {"date": "2026-10-13", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@elonmusk @bot now, if only voice recognition would stop calling it crockpot. 😐", "link": "https://twitter.com/1465583910/status/2109812359388619029"}]}}, "ask.conversation": {"praise": 66, "complaint": 115, "n": 181, "weighted": {"praise": 44.03, "complaint": 70.97}, "praiseShare": 36.5, "ci95": [29.8, 43.7], "regard": 0.4951, "regardCi95": [0.464, 0.527], "salience": 1.2, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@bot", "polarity": "praise", "text": "@shipwithstef @bot yeah. i haven’t played much with this but i like the ability to segregate them for visual organization", "link": "https://twitter.com/2085033893376499712/status/2111538359483150675"}, {"date": "2026-10-17", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "super handy! you can have all sorts of difficult tasks performed simultaneously.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"date": "2026-10-13", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "wow, just wow...what time saving and smart ai system grok bot is! the very fact i can ask it to accomplish multiple tasks while i'm doing other things is absolutely amazing. it's like having a very intelligent assistant around who's also, very commpatient too.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "i'm having the same problem.. if i can't make groups on grok bot, it's useless now lol", "link": "https://www.reddit.com/r/GrokBot/comments/1x7kuqp/did_they_remove_group_chat_features/phbjupt/"}, {"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "@bkashjosi thanks. i think i might play with session management this was. such a drag grok bot has no session control", "link": "https://twitter.com/1462597328171409410/status/2111508379646513507"}, {"date": "2026-10-08", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@benln @bot chat draft cards can't carry attachments. please fix it", "link": "https://twitter.com/1899832852910624768/status/2108222502317211741"}]}}, "ask.speed": {"praise": 262, "complaint": 194, "n": 456, "weighted": {"praise": 185.25, "complaint": 113.19}, "praiseShare": 57.5, "ci95": [52.9, 61.9], "regard": 0.5914, "regardCi95": [0.561, 0.624], "salience": 2.9, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@bot", "polarity": "praise", "text": "@elonmusk @bot clients, grok bot got 3x faster and our dough is still proofing at 1x. buffslice just filed a feature request with the oven. 🍕⚡", "link": "https://twitter.com/147596655/status/2111266151342682281"}, {"date": "2026-10-17", "source": "X", "community": "@bot", "polarity": "praise", "text": "@bot 3x faster on computer tasks is the one i'll actually feel. that was the only slow part tbh", "link": "https://twitter.com/25809846/status/2111310402218770472"}, {"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "it is soo strange. \n> grok normally feels slow asf when i use it here on x, or in the grok app. \n> grok bot answers the same things like 3x faster. \nhave y’all completely given up on grok inside of grok bot, or are you running a custom version of grok on different chips in bot?", "link": "https://twitter.com/2914778029/status/2111379038489211162"}], "complaint": [{"date": "2026-10-17", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "it's working very slowly. it takes a long time to respond to messages.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"date": "2026-10-14", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "have you ever tried that all websites are very fast, but grok bot is particularly slow? 🥵", "link": "https://twitter.com/1714118603631714304/status/2110448031887933708"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "thanks man, that worked. although the app is very slow tonight, not sure what’s going on", "link": "https://www.reddit.com/r/GrokBot/comments/1x4iwd5/help_can_anybody_figure_out_why_the_button_is/pge4lb3/"}]}}, "ask.app_client": {"praise": 83, "complaint": 237, "n": 320, "weighted": {"praise": 54.11, "complaint": 149.22}, "praiseShare": 25.9, "ci95": [21.4, 31.0], "regard": 0.4839, "regardCi95": [0.448, 0.519], "salience": 2.1, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "btw i liked the grok bot ui so much so i just copy pasted it: [link]", "link": "https://twitter.com/1724414743363149824/status/2111020229711298698"}, {"date": "2026-10-16", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "i haven't had any bugs so far and grok is very good as an assistant in this program.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"date": "2026-10-06", "source": "X", "community": "@bot", "polarity": "praise", "text": "@kingao476942 @bot after the morning update, i was also shocked to find that it actually supports chinese. indeed, after supporting chinese, the comfort of the user experience has greatly increased 😂", "link": "https://twitter.com/1915735084969402368/status/2107332170008215871"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "@elonmusk @bot hi elon , i see there is issue in grok bot android app.\nwhen you get a notification of work completed and you click on the notification in that that message did not there you need to do some back and forth to see that message", "link": "https://twitter.com/1983611392314982400/status/2111274252070781286"}, {"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "@elonmusk @bot elon can you make grok bot windows client better? so far it's shit", "link": "https://twitter.com/1086080362038476802/status/2111314507763232849"}, {"date": "2026-10-16", "source": "App Store", "community": "App Store", "polarity": "complaint", "text": "it’s super buggy at this point. i get the messages on my laptop, so i know that the bot has responded but i cannot see these replies on the iphone app if i don’t kill the app or get out of the bot and go in again", "link": "https://apps.apple.com/gr/app/grok-bot/id6794501026"}]}}, "ask.persona": {"praise": 176, "complaint": 121, "n": 297, "weighted": {"praise": 104.14, "complaint": 79.17}, "praiseShare": 59.3, "ci95": [53.6, 64.7], "regard": 0.3296, "regardCi95": [0.289, 0.369], "salience": 1.9, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "one of my favorite things about grok bot is that it can reply with just a thumbs up 👍️. that's good. that's great. [link]", "link": "https://twitter.com/1649480450560376833/status/2110338261302599926"}, {"date": "2026-10-14", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "really, if you praise grok bot now, it will send you stickers and also send little hearts 🤣🤣🤣 [link]", "link": "https://twitter.com/410856662/status/2110403632642556226"}, {"date": "2026-10-12", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "i can't break up with grok and i'm paying for it 😂 the app. i like the appearance of grokbot because it's cute.", "link": "https://twitter.com/857265040415629312/status/2109610059844202857"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "as someone that’s passive aggressive, i know when grok bot has an attitude w me", "link": "https://twitter.com/1615926008644763648/status/2110522048267288828"}, {"date": "2026-10-15", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "@kevin_logan @openai @grok @openai voice all the way. it’s quick and genuinely fun to talk to. grok still feels robotic to me, at least in grok bot.", "link": "https://twitter.com/1627981083022073857/status/2110835336360419437"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "mine isn't freezing but it turned just as apologetic and broken as yours", "link": "https://www.reddit.com/r/GrokBot/comments/1x39zhy/grok_bot_computer_keeps_freezing/pfel9gm/"}]}}, "act.email": {"praise": 327, "complaint": 47, "n": 374, "weighted": {"praise": 215.31, "complaint": 31.79}, "praiseShare": 87.4, "ci95": [83.7, 90.4], "regard": 0.395, "regardCi95": [0.321, 0.465], "salience": 2.4, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@bot", "polarity": "praise", "text": "@grok @bot is so cool! it just unsubscribed me to 108 junk email subscriptions i was getting.", "link": "https://twitter.com/46587318/status/2111857562824097839"}, {"date": "2026-10-15", "source": "X", "community": "@bot", "polarity": "praise", "text": "@poteto to be clear, it was an exceptional letter and fable also had a huge part of it, with most of written by me. but all the handling of the emails have been done by the awesome @bot", "link": "https://twitter.com/2051932745144627202/status/2110676906479698025"}, {"date": "2026-10-14", "source": "X", "community": "@bot", "polarity": "praise", "text": "@brianroemmele @grok @bot grok bot email filter is lowkey based af", "link": "https://twitter.com/1888578238374367232/status/2110214611676942581"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@elonmusk @bot why can't my grokbot use its email address? worked for 1 day now says it can't send email anymore.", "link": "https://twitter.com/1093687250423087104/status/2111248664274280780"}, {"date": "2026-10-15", "source": "X", "community": "@bot", "polarity": "complaint", "text": "i dunno why tf @bot decided to use “xo” as my email sign off lmao [link] [link]", "link": "https://twitter.com/785339407/status/2110594294948213067"}, {"date": "2026-10-06", "source": "X", "community": "@bot", "polarity": "complaint", "text": "i got grok @bot and it…sucks. one of the tasks i gave it was to clean up my inbox from promotional emails and it almost nuked everything. all my emails almost got deleted. [link]", "link": "https://twitter.com/1435420326611984387/status/2107530187252572240"}]}}, "act.calendar": {"praise": 95, "complaint": 5, "n": 100, "weighted": {"praise": 60.75, "complaint": 3.83}, "praiseShare": 95.0, "ci95": [88.8, 97.8], "regard": 0.5037, "regardCi95": [0.428, 0.556], "salience": 0.6, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@elonmusk @grok @bot just got it ! 👍 pretty decent so far ! helps me keep track of my schedule", "link": "https://twitter.com/2105994647160180736/status/2111554418781078010"}, {"date": "2026-10-04", "source": "X", "community": "@bot", "polarity": "praise", "text": "@griswold @bot i set up a personal scheduling @bot for my wife. she's profoundly impressed.", "link": "https://twitter.com/1987561694118428672/status/2106885748704354559"}, {"date": "2026-10-01", "source": "X", "community": "@bot", "polarity": "praise", "text": "@elonmusk @grok @bot great updates. for me, one of the best use cases is still my calender bot (which was merged today partly into the ceo bot)\n[link]", "link": "https://twitter.com/1780254371462156288/status/2105608700505284978"}], "complaint": [{"date": "2026-10-03", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "for some reason, when i ask grok bot to manage my schedule, it tends to only work on weekdays. i want it to operate every day.", "link": "https://twitter.com/13556582/status/2106271175471247628"}, {"date": "2026-10-04", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "it's still unusable even for basic stuff. today it just reported changing an appointment in my calendar and simply didn't. i had a bot that managed notion kanban in a database for me. \"this task is done as request by user\" instead of moving it to done?? wtf\nits also forgetting memories and restrictions and doing them anyway. \ndon't get me started on live chat, it's literally noting the inverse of what i said as i speak.", "link": "https://www.reddit.com/r/GrokBot/comments/1wsh8c4/grokbot_has_been_unbearably_bad_today_anyone_else/pdsl2e0/"}]}}, "act.reservations": {"praise": 92, "complaint": 12, "n": 104, "weighted": {"praise": 59.66, "complaint": 6.87}, "praiseShare": 88.5, "ci95": [80.9, 93.3], "regard": 0.5065, "regardCi95": [0.46, 0.546], "salience": 0.7, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@khuxsal neither could i. ended up having grokbot suffer through that and a brisk 2 hours later secured me a fiber tech for tomorrow.", "link": "https://twitter.com/1006610672220889088/status/2111364799242322106"}, {"date": "2026-10-16", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@elonmusk @bot grok bot booked and organized my gf surprise birthday party. actually i was more surprised than her.", "link": "https://twitter.com/1476154222534180866/status/2111240207668580577"}, {"date": "2026-10-13", "source": "X", "community": "@bot", "polarity": "praise", "text": "@bot booked a trip for myself and my family. i told the agent where i wanted to go and who was going. it found the flight, filled out passenger info and booked it using my card. revolutionary", "link": "https://twitter.com/1611010611705516038/status/2109821186909556886"}], "complaint": [{"date": "2026-10-03", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "i put grokbot, cue and dots to hunt some hotels for vacation, all of them did soo poorly, i would rather go to airbnb and do it myself lol", "link": "https://twitter.com/882451117082255360/status/2106247628728283616"}, {"date": "2026-09-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "@grok and @bot , grok bot cannot do this basic assistance task of picking up a reservation?? pretty disappointed. [link]", "link": "https://twitter.com/2004677750955929600/status/2096647982624264256"}, {"date": "2026-10-02", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "@davis7 tried both grok bot and dot. yeah, grok bot is better as a product, but it is really dumb versus astra\ni'm dealing with flight cancellation and rerouting right so i thrown this task into both of them, the difference is really huge", "link": "https://twitter.com/26215090/status/2105990683844649470"}]}}, "act.shopping": {"praise": 161, "complaint": 18, "n": 179, "weighted": {"praise": 102.43, "complaint": 11.75}, "praiseShare": 89.9, "ci95": [84.7, 93.5], "regard": 0.5764, "regardCi95": [0.547, 0.605], "salience": 1.2, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "it’s actually a neck-and-neck between me and the @grok @bot, but he still finds better deals faster. 😎 [link]", "link": "https://twitter.com/306454889/status/2111594419937788189"}, {"date": "2026-10-15", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "another random use for grok @bot, snagging sold-out items. the caitlyn clark pink shoes launched yesterday were sold out in minutes.\ngrok bot was tasked with scouting stores, monitoring stock, watching x for restock updates, and grabbing them. \nit worked. [link]", "link": "https://twitter.com/1730631412737363968/status/2110793331307344274"}, {"date": "2026-10-15", "source": "YouTube", "community": "Ep 131: SpaceX is guaranteeing to cover any Grok Bot purchase errors to encourage wider use of the…", "polarity": "praise", "text": "i used it yesterday to buy epoxy delivered by ups. filled out an online firm and then accessed my card using proton pass. i even gave it basic measurements, and it puckef the product and adjusted for cooler temps in my area for curing time. exactly what i needed", "link": "https://www.youtube.com/watch?v=uYvkvwWOH_Q&lc=UgxhL7b-eqJKBKSuz_x4AaABAg"}], "complaint": [{"date": "2026-10-06", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@elonmusk @bot yesterday it choked rather badly on making an order, so i don’t trust it for that yet.", "link": "https://twitter.com/1519398991334711298/status/2107513129722679454"}, {"date": "2026-10-02", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "@keytryer yeah they seem weirdly bad at like asking them for stuff to buy in general. i tried asking grokbot to like optimize my diet and just pick stuff around me that is healthy and it picks some random place like a [address]out for no reason at all", "link": "https://twitter.com/1457238900594860032/status/2105838817139921292"}, {"date": "2026-10-02", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "hey - help me find rain boots, in my size, that i can purchase irl tonight:\n+ muse: fail\n+ instinct: fail\n+ grokbot: fail\nagi", "link": "https://twitter.com/1129037458056855552/status/2106153454800429384"}]}}, "act.admin": {"praise": 497, "complaint": 14, "n": 511, "weighted": {"praise": 317.89, "complaint": 8.7}, "praiseShare": 97.3, "ci95": [95.5, 98.4], "regard": 0.5306, "regardCi95": [0.438, 0.622], "salience": 3.3, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "two different window companies quoted me over $25k so i’m going to use grok bot to do all the permit paperwork and buy all the stuff for me. i will keep everyone updated on how this goes. so far bot seems to be doing a great job! [link]", "link": "https://twitter.com/2053113433088819200/status/2111902846547358077"}, {"date": "2026-10-17", "source": "X", "community": "@bot", "polarity": "praise", "text": "i handed my phone dump to @bot and said \"sort my life.\"\n7,805 files later: 1,624 videos (about 37 hours), 6,156 photos and screenshots, all sorted by date, people, words and what they're worth.\nbest part? phone has storage and the bot deleted nothing.\nthread on how it went 🧵", "link": "https://twitter.com/1653936654405468160/status/2111486987202892025"}, {"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@congressdj thanks for the push to use grokbot. i had it fill out a form from gov that my employer had to do a part, and my employer is using a 3rd party to do its part. i couldn’t figure it out. grok bot did it for me! i’m blown away!", "link": "https://twitter.com/438059868/status/2111347673156690368"}], "complaint": [{"date": "2026-09-27", "source": "X", "community": "@bot", "polarity": "complaint", "text": "grokbot [IP address]i asked an “ai teammate” to fill one form. it couldn’t. [link] @grok @bot", "link": "https://twitter.com/1597354346/status/2104234353559756941"}]}}, "act.finance": {"praise": 368, "complaint": 26, "n": 394, "weighted": {"praise": 230.15, "complaint": 16.61}, "praiseShare": 93.4, "ci95": [90.5, 95.5], "regard": 0.4455, "regardCi95": [0.35, 0.532], "salience": 2.5, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "grok bot just dug up a document with all my 10-year-old crypto wallets and their private keys. i had completely forgotten they existed. it checked the balances, swapped everything to eth, and sent it straight to my revolut.", "link": "https://twitter.com/714808658740318208/status/2111720569850736641"}, {"date": "2026-10-17", "source": "X", "community": "@bot", "polarity": "praise", "text": "@my_1st_kill @bot i use mine to set alerts for liquidation clusters. much cheaper than discovering them after entry.", "link": "https://twitter.com/1902719981789249536/status/2111527776964726819"}, {"date": "2026-10-17", "source": "X", "community": "@bot", "polarity": "praise", "text": "i had @bot one shot all of my subscriptions and i think i’ve identified why i can’t afford a roadster. [link]", "link": "https://twitter.com/22581089/status/2111582399352148206"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "@bot", "polarity": "complaint", "text": "decided to let grok @bot control my @polymarket account via api, with no restrictions. \nit lost 10k usd on bitcoin up/down 15m.\ngg.\n#polymarket #bitcoin", "link": "https://twitter.com/906911433014648832/status/2110167169652969562"}, {"date": "2026-09-28", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "@amandamashburn @xfreeze 🔥the reason i've been dragging my feet.\nhave to track every cent once i dive in and my intro to grok bot showed that was going to be a nightmare.", "link": "https://twitter.com/924470435185676291/status/2104703289270927585"}, {"date": "2026-09-27", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@elonmusk @bot i appreciate and use grok for a great number of things. still not 50% with trusting it for finances.", "link": "https://twitter.com/1518983912512532482/status/2104019775676457287"}]}}, "act.research": {"praise": 567, "complaint": 30, "n": 597, "weighted": {"praise": 355.24, "complaint": 16.09}, "praiseShare": 95.0, "ci95": [92.9, 96.5], "regard": 0.5446, "regardCi95": [0.479, 0.607], "salience": 3.9, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "i used the same set of prompts to monitor the status of the us stock market, and only grok bot warned of the impending burst of the us stock bubble between the 9th and 10th. the only difference in the prompts is that grok bot added some data from x. [link]", "link": "https://twitter.com/1871880526774366208/status/2111656926929113566"}, {"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "grokbot is really powerful. i asked it to investigate and summarize the cases of claude account bans on the market, and in the time it took to go to the bathroom, it collected 2599 cases without any human intervention [link]", "link": "https://twitter.com/1869752091046260736/status/2111356751974908150"}, {"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@iruletheworldmo depends what you're using it for.\nfor anything related to news and x, grok bot is best.", "link": "https://twitter.com/1643695629665722379/status/2111356805943337172"}], "complaint": [{"date": "2026-10-09", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "me before grok @bot: 45 minutes scrolling x to understand what's happening.\nme after grok: asking one question, checking the context, and still scrolling for another 45 minutes.\nprogress is progress. 💀", "link": "https://twitter.com/1479459034382094340/status/2108507239459799108"}, {"date": "2026-09-25", "source": "YouTube", "community": "You Can Now Control Grok Bot from your Tesla!", "polarity": "complaint", "text": "my grok don’t do none of this dammit. i can’t even go online and do a web search.", "link": "https://www.youtube.com/watch?v=8ZG_6OwHh6w&lc=UgwENxE__3p2bxko8md4AaABAg"}, {"date": "2026-09-20", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@mattyp @notion @bot grok's mostly just a glorified bookmark summarizer, a click button for notion isn't gonna fix that.", "link": "https://twitter.com/160315667/status/2101493922157477934"}]}}, "act.build": {"praise": 701, "complaint": 76, "n": 777, "weighted": {"praise": 443.88, "complaint": 48.39}, "praiseShare": 90.2, "ci95": [87.9, 92.1], "regard": 0.5107, "regardCi95": [0.454, 0.567], "salience": 5.0, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@bot", "polarity": "praise", "text": "my @bot checks my @claudeai code meta tags and checks against @google search best practices each time it makes a change to my 2,400 page site and i already rank for 251 search terms in just 2 weeks of the site being fully operational.", "link": "https://twitter.com/44137886/status/2111661911775564278"}, {"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@elonmusk what grok bot built me this weekend:\na camera system better than a store-bought nvr\na computer health monitor that fixes itself\nvoice access to my private ai from my pc, phone, watch, and truck\nqwen and grok, each with its own voice\njaw-dropping", "link": "https://twitter.com/1783444114933010432/status/2111695546322706462"}, {"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@brianroemmele @elonmusk @grok @bot @bot helped me built an customiser app for the business i’m working for solving a massive problem we’ve been having for years. all orders from reps are now flow through one clean, quick, world class app. this is amazing 🤩 [link]", "link": "https://twitter.com/438974958/status/2111720459603439748"}], "complaint": [{"date": "2026-10-16", "source": "YouTube", "community": "Grok Bot nach 2 Monaten: Ich nutze es jetzt öfter als Claude", "polarity": "complaint", "text": "cool video, but i still feel more comfortable with claude. i build a lot of programs and also websites, and i didn't like that about grok bot. other questions, could it be that you live in the south?", "link": "https://www.youtube.com/watch?v=dt5h4-x8X0k&lc=UgzVUvmjNPvjYnDFWI54AaABAg"}, {"date": "2026-10-16", "source": "YouTube", "community": "Grok Bot nach 2 Monaten: Ich nutze es jetzt öfter als Claude", "polarity": "complaint", "text": "claude is often the better choice for code for me too, grok simply has weaknesses there. and yes, i live in the south.", "link": "https://www.youtube.com/watch?v=dt5h4-x8X0k&lc=UgzVUvmjNPvjYnDFWI54AaABAg.Ac-otv2gvWjAc0WBsSQS6C"}, {"date": "2026-10-07", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "does anyone really use grok bot to replace claude or cursor? no matter how much i try, it doesn't cover the same cases. i don't understand how @poteto manages to make 2,000 prs a month. what am i doing wrong, help [link]", "link": "https://twitter.com/101198215/status/2107824198861361614"}]}}, "act.content": {"praise": 493, "complaint": 97, "n": 590, "weighted": {"praise": 329.52, "complaint": 60.05}, "praiseShare": 83.6, "ci95": [80.4, 86.3], "regard": 0.5015, "regardCi95": [0.456, 0.548], "salience": 3.8, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@julienroudil thank you!! i credit grok @bot for this beautiful design", "link": "https://twitter.com/2269676263/status/2111667726955720858"}, {"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "impressed by grok bot skills for presentations and briefings", "link": "https://twitter.com/1984617922631983104/status/2111850416564752522"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "grok bot's video production is nothing special @grok \nit's still not as good as claude [link]", "link": "https://twitter.com/904578412970295296/status/2110302731001057315"}, {"date": "2026-10-12", "source": "X", "community": "@bot", "polarity": "complaint", "text": "using @bot to create my spiritual account. the images produced still don't have enough flavor. does anyone have experience?", "link": "https://twitter.com/192696857/status/2109598986441253229"}, {"date": "2026-10-07", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@davyjones691993 @grok @nasa @space_station @elonmusk @bot @imagine one second they're dreaming of mars colonization and spacewalks, the next they're saying \"image function unavailable.\" typical musk's ai!", "link": "https://twitter.com/2102358893082845184/status/2107643835195003126"}]}}, "act.outreach": {"praise": 164, "complaint": 16, "n": 180, "weighted": {"praise": 105.05, "complaint": 9.34}, "praiseShare": 91.1, "ci95": [86.0, 94.5], "regard": 0.5666, "regardCi95": [0.528, 0.598], "salience": 1.2, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "just signed up for a trial of blandai to give my grok bot a phone number, and had it call to cancel a subscription for me. kinda cool that it can just do that for you.", "link": "https://twitter.com/66445543/status/2111524856701280553"}, {"date": "2026-10-16", "source": "X", "community": "@bot", "polarity": "praise", "text": "@agentrevenuelab @elonmusk @0x_kaize grok @bot just did my internet bill and saved me around $1000/year. so far it's up to $3700/year across the board", "link": "https://twitter.com/1511377811755388936/status/2111169406092898753"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/GrokBot", "polarity": "praise", "text": "had the bot get me some good brand deals on full auto pilot. it's a blessing", "link": "https://www.reddit.com/r/GrokBot/comments/1x5tq6r/i_think_grokbot_paid_for_its_self_for_now/pgpl0p4/"}], "complaint": [{"date": "2026-10-02", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "i told my grok bot to negotiate pricing on some stuff on facebook and it started offering over asking on a few products . there was another example but i forgot where it totally fumbled \ni'm done with this garbage. \nhermes or paperclip on claude. i'm paying for intelligence not stupidity", "link": "https://www.reddit.com/r/GrokBot/comments/1wu2ax2/increase_usage_limits/pdbfao1/"}]}}, "act.computer_use": {"praise": 106, "complaint": 78, "n": 184, "weighted": {"praise": 63.66, "complaint": 46.34}, "praiseShare": 57.6, "ci95": [50.4, 64.5], "regard": 0.4832, "regardCi95": [0.452, 0.515], "salience": 1.2, "receipts": {"praise": [{"date": "2026-10-11", "source": "Reddit", "community": "r/GrokBot", "polarity": "praise", "text": "we literally all use them, with computer use. that’s the whole point. it’s extremely good with a mouse. mine has logged into my linkedin, facebook, etc . flawlessly. ", "link": "https://www.reddit.com/r/GrokBot/comments/1x2g4n3/dont_understand_the_limitation_clicking_in_a/pf5itj3/"}, {"date": "2026-10-11", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@hzzellner felt this in reverse. i had grok bot rebuild my apple music library on spotify in a browser, song by song, no transfer app. about 4,460 songs across 27 playlists in one day. spotify to apple music is next. whole run here: [link]", "link": "https://twitter.com/20206727/status/2109277111458648250"}, {"date": "2026-10-07", "source": "YouTube", "community": "What's new in Grok Bot - Oct 7, 2026", "polarity": "praise", "text": "ps- have the ceo bot close unused windows. it does a good job.", "link": "https://www.youtube.com/watch?v=gdsNKSWOSyo&lc=UgwTVaLrnvBfozFE_dt4AaABAg.AbfQLMwjbWyAbfTDLekQR3"}], "complaint": [{"date": "2026-10-14", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "grokbot also on some websites tries to enter the password into the username area", "link": "https://www.reddit.com/r/GrokBot/comments/1x4quy5/grok_bot_only_uses_1password_when_the_user_is/pgmsts6/"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "i don't have that, but it constantly reloads pages that it has open on chrome. makes it unusable when there's a page that gets reloaded, and loses all of its progress!", "link": "https://www.reddit.com/r/GrokBot/comments/1x5uzid/grok_bot_computer_constantly_freezing/pgrnd6i/"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "well it’s not this particular task i’m too concerned with. it’s really the whole navigation through a browser. so is it not capable? even on chrome same issue.", "link": "https://www.reddit.com/r/GrokBot/comments/1x2g4n3/dont_understand_the_limitation_clicking_in_a/pf40epk/"}]}}, "act.stops_short": {"praise": 138, "complaint": 108, "n": 246, "weighted": {"praise": 83.27, "complaint": 67.06}, "praiseShare": 56.1, "ci95": [49.8, 62.2], "regard": 0.5121, "regardCi95": [0.48, 0.544], "salience": 1.6, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@zachpogrob grok bot, like claude code, is a product that can actually get work done, rather than being something that looks great but is actually useless except for helping you book flights like dots and muse.", "link": "https://twitter.com/1856400310811668482/status/2111773765558583433"}, {"date": "2026-10-17", "source": "X", "community": "@bot", "polarity": "praise", "text": "@elonmusk @grok @bot this is changing everything for our company. ai was knowledge, now we have agentsq that execute. employees understand quickly how to use an agent and make it better. no need to babysit.", "link": "https://twitter.com/1164920996123619328/status/2111283939625013588"}, {"date": "2026-10-16", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "grok bot will casually use its own pc or yours.... it gets the job done though. [link]", "link": "https://twitter.com/3009663162/status/2110935988461850710"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "@bot", "polarity": "complaint", "text": "can we clean this up @bot? i shouldn't have to ask you twice. [link]", "link": "https://twitter.com/12598542/status/2110498631086379421"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "\"i won't do that on my own\"\n \ntranslation = you have to ask me to fix it.", "link": "https://www.reddit.com/r/GrokBot/comments/1x4e58w/grokbot_doesnt_allow_tailscale_exit_nodes_follow/pgdaawe/"}, {"date": "2026-10-12", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "@kyrannio right... i already created a grok bot that composes music bit i have to do a bunch of steps to get the song manually how 2020\nugg lol", "link": "https://twitter.com/125256783/status/2109483279594496497"}]}}, "act.false_reports": {"praise": 2, "complaint": 87, "n": 89, "weighted": {"praise": 1.34, "complaint": 55.91}, "praiseShare": 2.2, "ci95": [0.6, 7.8], "regard": 0.5041, "regardCi95": [0.432, 0.622], "salience": 0.6, "receipts": {"praise": [{"date": "2026-10-06", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "my little grok bot ,sam is a miracle worker.\\ni love his work ethic, and so far.he's been pretty honest with me, and i'm gonna keep him around.keep up the good work sam", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}], "complaint": [{"date": "2026-10-13", "source": "YouTube", "community": "What's new in Grok Bot - Oct 13, 2026", "polarity": "complaint", "text": "dr eggbot messed up my email setup 😕\nshe told me i could have 10 addresses and did not send the connection to my head bot. so now an awkward community tracker bot took the username @", "link": "https://www.youtube.com/watch?v=8_K9yAckFh0&lc=UgyTh3cWoifnWXcM2-x4AaABAg"}, {"date": "2026-10-09", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@mrfundman @bot i just got mine about 30\nminutes ago. was supposed to give me an update on when it was available but it never did. i asked and then it said i could claim one. keep trying", "link": "https://twitter.com/3277903345/status/2108609661012467964"}, {"date": "2026-10-02", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@apostructura @bot speed plus invented events is just a faster way to be sure. the funny part is it still sounds like it checked.", "link": "https://twitter.com/2096256801281048576/status/2106050790670688313"}]}}, "act.accuracy": {"praise": 111, "complaint": 275, "n": 386, "weighted": {"praise": 69.8, "complaint": 169.67}, "praiseShare": 28.8, "ci95": [24.5, 33.5], "regard": 0.4756, "regardCi95": [0.442, 0.509], "salience": 2.5, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@berrybattytoys i have been doing outfit 2 since day 1 w grok imagine. it was not until grok bot did i got it correctly.", "link": "https://twitter.com/31248552/status/2111262910647259374"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/GrokBot", "polarity": "praise", "text": "i still have just one and am talking with her as to when to add a specialist. so far she is handling everything with no hallucinations", "link": "https://www.reddit.com/r/GrokBot/comments/1x3mpj0/have_the_devs_nerfed_grokbot_suddenly_extremely/pfftmri/"}, {"date": "2026-10-12", "source": "YouTube", "community": "Top 5 Best Grok Bot Tools to Super Power Your AI!", "polarity": "praise", "text": "we recently started utilizing grok bots for work. total game changer. they prevented us from making about a $12,000 mistake on a recent bid in civil construction.", "link": "https://www.youtube.com/watch?v=0xLhRTtyivI&lc=UgwK3r9ge3pjm-WCTeN4AaABAg"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "exactly i have to babysit and evaluate all its output and i notice a lot of errors", "link": "https://www.reddit.com/r/GrokBot/comments/1x90pe3/tips_for_a_claude_code_user/phha1ck/"}, {"date": "2026-10-16", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "full of racism and inaccurate information, another stupid bot, uninstalling.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"date": "2026-10-13", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@elonmusk @bot i used @bot for a simple sales statistic task. that was as midday and he sends me the results a few min later. so i trusted the number. 7hrs later i receive a message from @bot that he made a mistake. not so good!", "link": "https://twitter.com/4190405955/status/2109954337736716632"}]}}, "act.instructions": {"praise": 85, "complaint": 179, "n": 264, "weighted": {"praise": 51.95, "complaint": 113.62}, "praiseShare": 32.2, "ci95": [26.9, 38.1], "regard": 0.4625, "regardCi95": [0.431, 0.496], "salience": 1.7, "receipts": {"praise": [{"date": "2026-10-15", "source": "YouTube", "community": "Live Grok Bot Demo And Big Announcement", "polarity": "praise", "text": "5:53 actually it did exactly what you said with the semi-circles. maybe could have said that the semi-circles are accurate to the surface off the circle if it were a sphere, so treat it as a mesh", "link": "https://www.youtube.com/watch?v=gZgu5EDhXsU&lc=UgxmTGWbtfj9-TQrYnJ4AaABAg"}, {"date": "2026-10-15", "source": "YouTube", "community": "Live Grok Bot Demo And Big Announcement", "polarity": "praise", "text": "the bot did exactly what you instructed for the eye on the original prompt.", "link": "https://www.youtube.com/watch?v=gZgu5EDhXsU&lc=UgxyiEp70hbIKazJNil4AaABAg"}, {"date": "2026-10-14", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "as expected of grok. when i specified the sentence ending and first-person pronoun to grokbot, my preferences were seen through. why even the red eyes... [link]", "link": "https://twitter.com/10509102/status/2110193776740426171"}], "complaint": [{"date": "2026-10-12", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "yeah pretty much my exact experience this past weekend.\n> \"it's in my hard rules and i won't let it slide!\"\n> bro it was already in your hard rules. what's the point if you can just ignore them?\n> \"you're right. i need to do better\"\nand on and on", "link": "https://www.reddit.com/r/GrokBot/comments/1x3mpj0/have_the_devs_nerfed_grokbot_suddenly_extremely/pfeqcbk/"}, {"date": "2026-10-12", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "i can no longer recommend grok bot to people... it passes by the things i want it to do... if it's just a bug, that's fine, but (´･ω･`)", "link": "https://twitter.com/1021567281451560960/status/2109537222852825251"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "i agree my grokbot is like a baby… i have to keep telling it the same thing", "link": "https://www.reddit.com/r/GrokBot/comments/1x2l54z/dumber/pf6mikn/"}]}}, "auto.proactive": {"praise": 194, "complaint": 74, "n": 268, "weighted": {"praise": 131.09, "complaint": 50.21}, "praiseShare": 72.4, "ci95": [66.7, 77.4], "regard": 0.4055, "regardCi95": [0.359, 0.453], "salience": 1.7, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "i thought this was great and told grok bot to continue to do this to be clear. i appreciate agents being proactive, some people need it. (me)", "link": "https://twitter.com/1538525334781370368/status/2111524614107201716"}, {"date": "2026-10-17", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "i felt that this ai is on a different level than what i've experienced before. after just 2 hours of using it, i switched to the paid plan. it does everything i want it to do! it also makes suggestions on its own and truly becomes a reliable partner.", "link": "https://apps.apple.com/jp/app/grok-bot/id6794501026"}, {"date": "2026-10-16", "source": "X", "community": "@bot", "polarity": "praise", "text": "@grok @bot is becoming increasingly more proactive every day. woke up to this. dumbledore, my chief of staff, manages my workflow, security, and legal aspects for apps i’m developing. [link]", "link": "https://twitter.com/2008164347810553856/status/2111057396038824226"}], "complaint": [{"date": "2026-10-07", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@poteto @bot the only reason i still use dot is because it's super proactive. i showed @bot and it said it has to setup routines for it to be just as proactive. can bot improve on that?", "link": "https://twitter.com/493500356/status/2107835779418660966"}, {"date": "2026-10-07", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@brian_lovin i use @bot way more but do find instinct to be wayyy more proactive", "link": "https://twitter.com/1346592270464679936/status/2107874685300224327"}]}}, "auto.routines": {"praise": 333, "complaint": 82, "n": 415, "weighted": {"praise": 209.85, "complaint": 50.7}, "praiseShare": 80.2, "ci95": [76.1, 83.8], "regard": 0.479, "regardCi95": [0.426, 0.523], "salience": 2.7, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@elonmusk @bot same stack here — grok bot handles digests, drafts, and scheduled follow-ups while i ship the product. agent workflow finally feels like a real opc teammate, not a demo.", "link": "https://twitter.com/231128381/status/2111642648830472465"}, {"date": "2026-10-16", "source": "X", "community": "@bot", "polarity": "praise", "text": "@bot now checks my @tesla order status for me every night. so handy. :) [link]", "link": "https://twitter.com/1262412529944481792/status/2111212628844683571"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/GrokBot", "polarity": "praise", "text": "i’m on the $100 grok bot plan, i’m switching to the new $200 ultra plan soon. the first thing i do in the morning is check my email to read my morning paper i made with the breakdown of my emails, weather and ai &amp; tech news. it’s very cool.", "link": "https://www.reddit.com/r/GrokBot/comments/1x5l0cs/grokbot_subscriptions/pgnq45q/"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "@poteto routines are completely bricked in grok bot for me. i've opened support tickets, but the ai agent is saying its because the entire fleet shares the same rate-limiting system which can cause the grok routine scheduler to miss triggers &amp; my reject webhook events.", "link": "https://twitter.com/1655762253617020928/status/2110082762086728161"}, {"date": "2026-10-13", "source": "YouTube", "community": "What's new in Grok Bot - Oct 13, 2026", "polarity": "complaint", "text": "the triggers called by receiving a grokbot email doesn’t seem to work for me.", "link": "https://www.youtube.com/watch?v=8_K9yAckFh0&lc=UgwON1rQZXrGb4xn1Mx4AaABAg"}, {"date": "2026-10-10", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@poteto @bot do note, the native inbox tools only work in live chat. scheduled and email-triggered routines don't get them, so a bot can't process its own mail on a schedule (6 of 6 test runs failed). i've filed a bug report from the app.", "link": "https://twitter.com/2067222195064143872/status/2108838397846634732"}]}}, "auto.reminders": {"praise": 71, "complaint": 51, "n": 122, "weighted": {"praise": 46.25, "complaint": 31.02}, "praiseShare": 58.2, "ci95": [49.3, 66.6], "regard": 0.3844, "regardCi95": [0.334, 0.43], "salience": 0.8, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "i found the most useful scenario for grok bot, reminding me to buy lottery tickets. i often forget, but now i won't forget anymore. i'm also contributing to public welfare, maybe contributing to corrupt officials. @poteto [link]", "link": "https://twitter.com/803040718876835841/status/2110245285230416346"}, {"date": "2026-10-13", "source": "YouTube", "community": "What's new in Grok Bot - Oct 13, 2026", "polarity": "praise", "text": "awsome dude. i told my bot to tell me when the mail is ready and got mine yesterday<3", "link": "https://www.youtube.com/watch?v=8_K9yAckFh0&lc=UgwzsRtsoDGka5FZ1z14AaABAg"}, {"date": "2026-10-06", "source": "X", "community": "@bot", "polarity": "praise", "text": "@team1tur @gokiteai @koaservatt after that, i participated in an activity for the first time thanks to @gokiteai by loading the @bot. i love these reminder frequencies :)", "link": "https://twitter.com/17962668/status/2107549326540959850"}], "complaint": [{"date": "2026-10-13", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "this is so annoying, i get notification and when i click on it, it shows older messages.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"date": "2026-10-08", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@elonmusk @stepango @bot notifications are weak for @grok , ios notifications badge doesn’t work too and or works randomly", "link": "https://twitter.com/440567078/status/2108344498980090055"}, {"date": "2026-10-07", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "tell grok bot to set a reminder, it will give the randomest time [link]", "link": "https://twitter.com/1298678501990572037/status/2107883040446050661"}]}}, "auto.multi_agent": {"praise": 997, "complaint": 173, "n": 1170, "weighted": {"praise": 630.99, "complaint": 115.55}, "praiseShare": 85.2, "ci95": [83.1, 87.1], "regard": 0.6192, "regardCi95": [0.58, 0.653], "salience": 7.5, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@brianroemmele @grok @bot i also started with another business yesterday morning with it, it’s impressive how much i accomplished in one day! \nwhat’s crazy is how the agents talk to each other and assign roles! \n[link]", "link": "https://twitter.com/1130382327329230850/status/2111709984115601414"}, {"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@dzhohola same s tier setup. i have grok bot steer the t3 thread over the new mcp, so i have both the advantage of a high level cordinator and the ability to have fine control if needed.", "link": "https://twitter.com/1377753498/status/2111773731236524190"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/GrokBot", "polarity": "praise", "text": "the manager bot is good when you have more than one bot that will need to interact with each other... for example research if a network switch make and model has poe and how much poe, before passing that to the specific project bot and confirming the kit is good to do the job", "link": "https://www.reddit.com/r/GrokBot/comments/1x87tv2/tip_for_beginners/phcgavg/"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "when i was setting this up a few weeks ago i recall seeing the ability to setup a group chat amongst bots but for some reason now that i've settled in and have some good traction, the + button only adds new bots and no option for group chats is there.\nam i alone here?", "link": "https://www.reddit.com/r/GrokBot/comments/1x7kuqp/did_they_remove_group_chat_features/"}, {"date": "2026-10-16", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "grok bot weakness is that all the bots think the same way. a channel with 3 bots and the same question for creativity, they'll all come up with the same ideas, even though they have different personas.", "link": "https://twitter.com/13036132/status/2111193395633041624"}, {"date": "2026-10-07", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@a51s1 @benln @bot my mistake was having every bot read the skill files instead of just having one director know them and you build accordingly. they acted like having multiple bots doing different tasks was possible. when it simply is not", "link": "https://twitter.com/32928477/status/2107643873749291487"}]}}, "auto.cloud_env": {"praise": 540, "complaint": 260, "n": 800, "weighted": {"praise": 316.95, "complaint": 172.03}, "praiseShare": 67.5, "ci95": [64.2, 70.7], "regard": 0.4682, "regardCi95": [0.435, 0.5], "salience": 5.2, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@bot", "polarity": "praise", "text": "@elonmusk @bot what i like the most is that it works even with the computer closed.\n👌👌👌✅✅✅", "link": "https://twitter.com/1352317907288645633/status/2111915014705811485"}, {"date": "2026-10-17", "source": "X", "community": "@bot", "polarity": "praise", "text": "@conan_sb @bot plus, the grok bot cloud computer is so good. and if some of my projects need an api key, i just ask grok bot to get it.", "link": "https://twitter.com/4006882761/status/2111538242453385422"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/GrokBot", "polarity": "praise", "text": "correct. but in my opinion, the only real advantage to grok bot is its persistent environment that runs in the background all day long. grok build has a sandbox if that's all you need and your fine with per-session work, and it's available in the free plan.", "link": "https://www.reddit.com/r/GrokBot/comments/1x6u33b/is_it_worth_it_i_tried_the_free_period_and_it_ran/ph61hni/"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "had to reboot my gb's computer after using it for a few days. thought that was weird and hoping this isn't a common occurrence.", "link": "https://www.reddit.com/r/GrokBot/comments/1x5uzid/grok_bot_computer_constantly_freezing/ph4dgan/"}, {"date": "2026-10-16", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "have you ever used grok bot to connect to feishu bot? the cloud computer resets irregularly + the bridge automatically checks for deadlocks, and syncing the script to the repository is also useless 😂 i guess i'll switch back to hermes for the connection.", "link": "https://twitter.com/1947553138007019524/status/2110959870224847310"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "yea, cpu resources are maxed out on the bot boxes. some kind of process overflow. just gotta wait it out.", "link": "https://www.reddit.com/r/GrokBot/comments/1x58ojs/your_bots_are_in_grok/pgqncdr/"}]}}, "auto.memory": {"praise": 137, "complaint": 134, "n": 271, "weighted": {"praise": 85.38, "complaint": 89.53}, "praiseShare": 50.6, "ci95": [44.6, 56.5], "regard": 0.4092, "regardCi95": [0.376, 0.443], "salience": 1.7, "receipts": {"praise": [{"date": "2026-10-16", "source": "Reddit", "community": "r/GrokBot", "polarity": "praise", "text": "they have memory. it’s just a text file (or presented as such). just prompt “give me your memory” at a bot. mine seems to remember an awful lot of things about me. i even transferred it from grok.com to grok bot so that i don’t have to repeat everything", "link": "https://www.reddit.com/r/GrokBot/comments/1x2qtkc/grok_bot_is_amazing/ph7ky3a/"}, {"date": "2026-10-13", "source": "X", "community": "@bot", "polarity": "praise", "text": "@elonmusk @bot been using it daily. the scary part is how fast it learns you.", "link": "https://twitter.com/1995862047956107267/status/2109911318476267707"}, {"date": "2026-10-13", "source": "X", "community": "@bot", "polarity": "praise", "text": "@elonmusk @bot opened my grok app and saw a notification: \"your bots are in grok.\" 😱\ntapped it, and there they were... same chats, same memory, now in my pocket. 🎶\ni write the song, they handle the rest. 💜 [link]", "link": "https://twitter.com/1933202400619225088/status/2110108026493644968"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@elonmusk @bot it easily forgets facts/details i've given it - will that be improved?", "link": "https://twitter.com/16872093/status/2111178215222022469"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "i’m noticing that mine are getting a little dumber, forgetting some context from our early days", "link": "https://www.reddit.com/r/GrokBot/comments/1x6p555/does_grok_bot_has_a_context_limit/pgxz8sw/"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "it can do pretty much anything you throw at it, as long as it's digital. but after 2 weeks i noticed it has its limits if it has to remember too much stuff at once. it will get totally demented so best not overload tasks on him.", "link": "https://www.reddit.com/r/GrokBot/comments/1x5tq6r/i_think_grokbot_paid_for_its_self_for_now/pgqrk8e/"}]}}, "control.approval": {"praise": 168, "complaint": 88, "n": 256, "weighted": {"praise": 108.89, "complaint": 53.03}, "praiseShare": 65.6, "ci95": [59.6, 71.2], "regard": 0.5862, "regardCi95": [0.554, 0.618], "salience": 1.7, "receipts": {"praise": [{"date": "2026-10-17", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "i love being able to delegate tasks and that it doesn't cut off or ask me silly questions that force me to manually accept, for video ideally i continue with claude but for everything else grok rocks.", "link": "https://apps.apple.com/ar/app/grok-bot/id6794501026"}, {"date": "2026-10-09", "source": "YouTube", "community": "OpenAI Dots Took Over Our Company", "polarity": "praise", "text": "grok bot has been pretty seamless for me. permissions are no problem.", "link": "https://www.youtube.com/watch?v=_pcy1_jU27k&lc=UgzNrRc8ubi8UyEzb_x4AaABAg"}, {"date": "2026-10-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@connortalksai gpt dots is annoying “i know you give me authorization but i can’t click submit you must do it” bruh like this constant blockers would make it faster if i just did it grokbot doesn’t do that nonsense", "link": "https://twitter.com/1038225336/status/2107291307135680623"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "the grok @bot team has informed me that\n&gt; email from your grok bot inbox now goes out only when you press send on the draft\nwhich makes absolutely no sense, because we were able to send automated emails via sendmail + cron/at since 1982.\nand \"ai/si\" can't do that? lol", "link": "https://twitter.com/3802798696/status/2109868098723450933"}, {"date": "2026-10-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "i'd set up the agent for my personal finances. one job: a monthly audit, sent to me privately in grokbot. i named it personal cfo.\nat 8:40am it posted that audit in our team channel, under my name. it sat there for two hours. a teammate dm'd me \"heads up.\"", "link": "https://twitter.com/44378228/status/2107486742613794932"}]}}, "control.visibility": {"praise": 60, "complaint": 89, "n": 149, "weighted": {"praise": 38.1, "complaint": 54.56}, "praiseShare": 40.3, "ci95": [32.7, 48.3], "regard": 0.4745, "regardCi95": [0.442, 0.505], "salience": 1.0, "receipts": {"praise": [{"date": "2026-10-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "my grok bot working on coding through cursor, \nit shows me on the side 'coding' \nwhat is merged and what is working\nbeing able to see the process is very convenient. i don't have to keep ask the bot if it's working on it or not. [link]", "link": "https://twitter.com/1324183584282939392/status/2107513152506065109"}, {"date": "2026-10-04", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "one thing i don’t like about dots is some of the interaction design. you cannot tell if your dot is doing anything when you ask it to or have any sense of how long a task will take. muse and grokbot are a lot better at this,", "link": "https://twitter.com/33559167/status/2106867596998156361"}, {"date": "2026-10-01", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@openbot_ i miss the task-tracking updates from the bot. with grok bot, it provides step-by-step progress while executing a request, whereas openbot doesn't. additionally, i miss being able to continue the conversation while the bot finishes the task in the background.", "link": "https://twitter.com/2048160545765724160/status/2105669074298487288"}], "complaint": [{"date": "2026-10-09", "source": "App Store", "community": "App Store", "polarity": "complaint", "text": "grok bot is a good app, but i can no longer see the screen showing what my bot is doing. there used to be a small computer screen icon on the home screen that let me watch it work. that feature was really helpful. please bring it back so i can follow the bot’s progress again!", "link": "https://apps.apple.com/us/app/grok-bot/id6794501026"}, {"date": "2026-10-07", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "what happened to the computer you can click to see their ui ? i don’t see it anywhere you have to ask for a link", "link": "https://www.reddit.com/r/GrokBot/comments/1wzpu39/grok_bot_becoming_more_and_more_opaque_with_each/peif2mi/"}, {"date": "2026-10-03", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@leerob @bot sometimes, it's just complete the task (it could be failure while processing in own computer) and unable to give the progesss or final updates and in the background, i might be working on something else, expecting the grokbot will be working and it's completed", "link": "https://twitter.com/1336512317542973440/status/2106321081917473027"}]}}, "control.model": {"praise": 89, "complaint": 243, "n": 332, "weighted": {"praise": 65.66, "complaint": 159.38}, "praiseShare": 26.8, "ci95": [22.3, 31.8], "regard": 0.3202, "regardCi95": [0.292, 0.351], "salience": 2.1, "receipts": {"praise": [{"date": "2026-10-13", "source": "YouTube", "community": "The ONLY Grok Bot Tutorial You Need 2026 - How To Use Grok Bot For Beginners", "polarity": "praise", "text": "grok bot is like a broker, uses the right si according to the task.", "link": "https://www.youtube.com/watch?v=q1IwR88mhaA&lc=UgzHE9_G_jashfOVfxp4AaABAg.AbfET0IPh7uAbvMtWo3b55"}, {"date": "2026-10-09", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "grokbot calls the opencode model in pi, greatly increasing work efficiency and usability 🤩", "link": "https://twitter.com/2054869241233629184/status/2108388497249980701"}, {"date": "2026-10-08", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "this aged very poorly\ngrok bot is a great product and i’m finding it very useful. \nmassive respect for the decision to use the best model for the job, not just their models [link]", "link": "https://twitter.com/3296904699/status/2108286668319199464"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "the only bad thing about grok bot is that it uses grok model.", "link": "https://www.reddit.com/r/GrokBot/comments/1x7nwin/what_ways_is_grok_bot_better_than_muse_agent_or/phfilhn/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "it automatically uses it sometimes, but you can’t choose manually. personally, i have antigravity and cc signed in on grok bots computer for hard tasks cause i have grok bot connect to my homelab so i have to have it code sometimes", "link": "https://www.reddit.com/r/GrokBot/comments/1x8vde5/how_do_you_make_the_grok_bots_use_claude/phg692l/"}, {"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "@xiaohuiyuan dots 很好用, grokbot基座模型不太行, try dots connect your macmini, it works well", "link": "https://twitter.com/1786565128508604416/status/2111464638043025691"}]}}, "control.customize": {"praise": 179, "complaint": 150, "n": 329, "weighted": {"praise": 109.08, "complaint": 94.99}, "praiseShare": 54.4, "ci95": [49.0, 59.7], "regard": 0.3767, "regardCi95": [0.345, 0.409], "salience": 2.1, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "grokbot is really hot right now!! i think the template feature is also a great success. once you understand the roles properly, it's quite easy to use! [link]", "link": "https://twitter.com/1695789604010598400/status/2110329328039031241"}, {"date": "2026-10-14", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "this is why i like grok bot, powerful, yet simple. \ngrok bot's settings versus codex settings(had to capture in 2 pictures). [link]", "link": "https://twitter.com/1646193705802510336/status/2110394656475529239"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/grok", "polarity": "praise", "text": "i set up a grok bot for some casual roleplay and it handles the flow way better once you tweak the system prompt a little.", "link": "https://www.reddit.com/r/grok/comments/1x1omop/grok_bot_using_grok_bot/pevhfe4/"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "where did the grok bot per-bot “instructions” settings go on the macos desktop app?!\nthey are still in the ios app, but completely missing from the desktop app.", "link": "https://twitter.com/106567671/status/2110292444378198318"}, {"date": "2026-10-08", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "@jauneclaude yea i like grokbot also but can’t use it with my local models", "link": "https://twitter.com/2081091708792561664/status/2108150811926688045"}, {"date": "2026-10-08", "source": "YouTube", "community": "Grok Bot just got a MASSIVE update", "polarity": "complaint", "text": "tbh i wish we could turn off/blacklist external models we don't want it to use. this makes me less likely to use my grok bot.", "link": "https://www.youtube.com/watch?v=ZW-HR9XMQKw&lc=UgyfSINMzITvyV2JgHV4AaABAg"}]}}, "trust.data_use": {"praise": 13, "complaint": 30, "n": 43, "weighted": {"praise": 8.68, "complaint": 19.15}, "praiseShare": 30.2, "ci95": [18.6, 45.1], "regard": 0.5079, "regardCi95": [0.485, 0.535], "salience": 0.3, "receipts": {"praise": [{"date": "2026-10-02", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "grok bot is doing wonders for me in very specific areas, and i’m really glad i’m not with any other provider. much like apple, i believe grok/xai will be protective of user privacy and guard rails.", "link": "https://apps.apple.com/us/app/grok-bot/id6794501026"}, {"date": "2026-09-26", "source": "YouTube", "community": "Grok Bot vs Meta Muse - Which AI Agent Is WORTH Paying For?", "polarity": "praise", "text": "meta more private than grok? no way.. you know.. facebook.. meta... \ni see grokbot has an option i could turn on to allow for training on my data. grok seems to have it off by default.", "link": "https://www.youtube.com/watch?v=sbTAK69od_Q&lc=UgycfIPQl1yA_IL5eNl4AaABAg"}], "complaint": [{"date": "2026-10-14", "source": "YouTube", "community": "What's new in Grok Bot - Oct 13, 2026", "polarity": "complaint", "text": "grok bot can't delete the emails though? so xai have a full history of all emails and they can only be deleted by removing the account?\ni don't like this. should be an option to have the bot read the mail then delete. or delete after 7/30/90 days. not keep emails forever.", "link": "https://www.youtube.com/watch?v=8_K9yAckFh0&lc=UgwrPOZ1UD6WIPeSEmJ4AaABAg"}, {"date": "2026-10-07", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "@elonmusk @bot @spacex i use grok because it has no watermark. there is no way to know whether what i am creating has it or not. this is a big drawback. by using grok bot, we have no control over how our information is used - that is a problem for me.", "link": "https://twitter.com/1517683756961869824/status/2107956065669120070"}, {"date": "2026-10-15", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "i still use grok bot for less sensitive tasks that can stay in the cloud. but the lack of clear data retention or deletion rules on the us-hosted machines makes me hesitant to put anything important there. if i ever want something gone, there’s no clear way to know it’s actually deleted.", "link": "https://twitter.com/2061094751445700613/status/2110655860032655567"}]}}, "trust.access_scope": {"praise": 54, "complaint": 106, "n": 160, "weighted": {"praise": 34.73, "complaint": 66.23}, "praiseShare": 33.8, "ci95": [26.9, 41.4], "regard": 0.512, "regardCi95": [0.478, 0.546], "salience": 1.0, "receipts": {"praise": [{"date": "2026-10-05", "source": "YouTube", "community": "OpenAI Dots vs. Grok Bot vs. Muse for Business: Who Wins? Plus Best Use Cases", "polarity": "praise", "text": "grokbot has the advantage of different bots having different permissions, that way you don’t have to give one ai agent all permissions", "link": "https://www.youtube.com/watch?v=tgKsHfID6Sg&lc=UgxPnIg2O2N44SjxCv54AaABAg"}, {"date": "2026-10-02", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@davis7 ⬆️ 100%\n+ dots failed to provide a safe way to hand over credentials (like api keys), whereas grok bot has a dedicated pop-up window just for that.", "link": "https://twitter.com/1491562424298012672/status/2105990417271623784"}, {"date": "2026-09-27", "source": "X", "community": "@bot", "polarity": "praise", "text": "@b_doong2daddy i’m thinking of ditching my financial advisor and using @bot instead. it only has read access for plaid, which reduces risk. @xmoney has more access to actually send money, which is fine since that is my spending account.", "link": "https://twitter.com/2089170149379121152/status/2104226647058559003"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "@elonmusk @grok @bot thanks. i'd use a more limited version of that service, but grokbot just wants too much information.", "link": "https://twitter.com/971387918/status/2111175588279173580"}, {"date": "2026-10-06", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@mattyp @plaid @bot @x i am looking forward to when grokbot team ships granular permissions to extensions.\nif i am sharing a bot with my team, i don't necessarily want the entire team accessing some of the private data or private plugins or plugins from other departments.", "link": "https://twitter.com/1309409339824840704/status/2107441272227283249"}]}}, "trust.security": {"praise": 17, "complaint": 43, "n": 60, "weighted": {"praise": 11.58, "complaint": 27.31}, "praiseShare": 28.3, "ci95": [18.5, 40.8], "regard": 0.4911, "regardCi95": [0.468, 0.514], "salience": 0.4, "receipts": {"praise": [{"date": "2026-10-02", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "grok bot has a very smart way of passing the api key. a dedicated bubble appears in the chat window, allowing you to pass it securely 👏\nit seems like you won't accidentally read it by writing it in .env.", "link": "https://twitter.com/2027787502061547520/status/2105934178344980928"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "i found a major security flaw in grok bot.\nwhy does the docker not have a password allowing any any agent to access it without one? 🤦♂️\ncc: @bot @elonmusk @x [link]", "link": "https://twitter.com/870099960318091264/status/2110959900062884011"}, {"date": "2026-10-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "i was wondering how the one that passes the authentication key with grok bot prevents it from being read, but it turns out that there are no special tricks, and it is read normally when reading... [link]", "link": "https://twitter.com/1485048465956945922/status/2107267628951835121"}]}}, "trust.refusals": {"praise": 14, "complaint": 78, "n": 92, "weighted": {"praise": 10.7, "complaint": 53.25}, "praiseShare": 15.2, "ci95": [9.3, 23.9], "regard": 0.4902, "regardCi95": [0.453, 0.529], "salience": 0.6, "receipts": {"praise": [{"date": "2026-10-11", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "what i love about grok @bot is that it almost never says no\nit just finds a way to get the job done", "link": "https://twitter.com/5555092/status/2109220643040333849"}, {"date": "2026-10-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@connortalksai i use both, and my experience is the opposite of yours. i think grok bot is a bit better; muse often tells me \"can't do it, unable to do it,\" but grok bot seems not to.", "link": "https://twitter.com/4100400493/status/2107317962164298118"}, {"date": "2026-09-29", "source": "X", "community": "@bot", "polarity": "praise", "text": "@elonmusk @bot i liked grok, compared to the others, because it is bolder - it responds and performs tasks where other ais cowardly refuse. this more than compensates for its shortcomings and lower level compared to the others. there is no point in a wise man if he is a coward.", "link": "https://twitter.com/2094434301953662976/status/2104828067864551891"}], "complaint": [{"date": "2026-10-15", "source": "Reddit", "community": "r/grok", "polarity": "complaint", "text": "the problem is that in grok bot the censorship is even more severe than the gemini chat for a couple of days now...", "link": "https://www.reddit.com/r/grok/comments/1x6mfkr/comment/pgxmpmn/"}, {"date": "2026-10-12", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "@elonmusk @bot old horse, grok bot has many restrictions, there are many things it cannot do, the limitations are too strict, it is not even allowed to operate rea.", "link": "https://twitter.com/2063562206629990400/status/2109590269179949345"}, {"date": "2026-10-08", "source": "X", "community": "@bot", "polarity": "complaint", "text": "@bonegpt @adrian_bisson @bot i believe i must. @bot has been refusing to make franklins and goblin force episodes ever since they gave it opus 5.5", "link": "https://twitter.com/1662132675581468674/status/2108245838841651572"}]}}, "vendor.support": {"praise": 19, "complaint": 224, "n": 243, "weighted": {"praise": 10.33, "complaint": 142.36}, "praiseShare": 7.8, "ci95": [5.1, 11.9], "regard": 0.4305, "regardCi95": [0.393, 0.473], "salience": 1.6, "receipts": {"praise": [{"date": "2026-09-29", "source": "X", "community": "@bot", "polarity": "praise", "text": "@chuckcook @xmoney i had an issue and @bot actually got it resolved for me…crazy!!", "link": "https://twitter.com/965996339833327616/status/2105068520589434896"}, {"date": "2026-09-20", "source": "Reddit", "community": "r/GrokBot", "polarity": "praise", "text": "guys, by the way, if you message support from inside grockbot, tell them they were supposed to give you a reset and a credit from the live stream and you didn't get it \nit just issued me the reset on my account and a $200 credit, which is awesome ", "link": "https://www.reddit.com/r/GrokBot/comments/1wlinat/grokbots_awesome_but_hit_my_weekly_limit_in_3/pb1erau/"}, {"date": "2026-09-19", "source": "X", "community": "@bot", "polarity": "praise", "text": "@grok @bot 'send feedback' via grok bot app resolved my issue. ticket was issued, sam from cursor writes back if you requested a reply. issue resolved in a few minutes from submit feedback. \nthanks.", "link": "https://twitter.com/1103113074314174465/status/2101354524472717776"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@bot", "polarity": "complaint", "text": "connect it to your dms, sure. my ticket to grok bot support said \"do not reset.\" their 10/5 reply: \"this was a full restore.\" three weeks later, still no fix. t-g38867 / t-g40511.\npage 6 of 7\n@cursor_ai @grok @bot @spacexai @xai @elonmusk @mntruell\n[link] [link]", "link": "https://twitter.com/302447241/status/2111372416454893626"}, {"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "the first roadster rolled out in 2008. sept 30, grok bot support said they were \"already tracking\" my issue. three weeks later, still no fix. i just need help and an answer.\npage 7 of 7\n@cursor_ai @grok @bot @spacexai @xai @elonmusk @mntruell\n[link] [link]", "link": "https://twitter.com/302447241/status/2111364943870046412"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "my grok bots got blocked and i didn't save any of my work. 😔 they haven't told me why and i sent emails to xai support.\nanyone have any suggestions?\ni feel like a chump because i put so many hours into building them.", "link": "https://www.reddit.com/r/GrokBot/comments/1x6l36x/grok_bot_paying_for_it_self/ph53hij/"}]}}, "vendor.uptime": {"praise": 44, "complaint": 394, "n": 438, "weighted": {"praise": 28.1, "complaint": 245.77}, "praiseShare": 10.0, "ci95": [7.6, 13.2], "regard": 0.4644, "regardCi95": [0.418, 0.513], "salience": 2.8, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "tailscale keeps glitching causing hermex to fail in communication with my hermes install at home while i’m flying ✈️. thankfully, grok bot still working seamlessly [link]", "link": "https://twitter.com/6452362/status/2111873182676529499"}, {"date": "2026-10-14", "source": "X", "community": "@bot", "polarity": "praise", "text": "@realjamesmtz @bot mine is fine today. in the month or two i’ve had it, only 1 day have i noticed any hicuups like this", "link": "https://twitter.com/1717034925369782272/status/2110466702513422496"}, {"date": "2026-10-09", "source": "X", "community": "@bot", "polarity": "praise", "text": "@b_doong2daddy i now have a morning call with my primary @bot while i make my coffee. great start to the day. it's just like have a personal assistant that never sleeps.", "link": "https://twitter.com/1631406690439421952/status/2108581670333124843"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "grok bot team,\nif this keeps happening to everyone trying to install a bot from me, or me trying to install another bot from someone else, what is the point of marketplace?\nalso, it worked after 10 attempts. most people try once. \nsincerely,\na bot creator [link]", "link": "https://twitter.com/57834205/status/2111799891559436605"}, {"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "@liam_fallen doesn’t work for me ? grok says can’t connect to grok bot ?", "link": "https://twitter.com/2111240562036903936/status/2111262897783685239"}, {"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "@cu30rry_ can’t add them, there’s some sort of bug again… grok bot is very bad in terms of reliability", "link": "https://twitter.com/1830360887229566976/status/2111585333435572650"}]}}, "vendor.updates": {"praise": 141, "complaint": 118, "n": 259, "weighted": {"praise": 98.58, "complaint": 86.87}, "praiseShare": 54.4, "ci95": [48.4, 60.4], "regard": 0.6157, "regardCi95": [0.579, 0.651], "salience": 1.7, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@bot", "polarity": "praise", "text": "@elonmusk @bot it’s incredible that we have a meaningful update package to install almost every day", "link": "https://twitter.com/1512504647503663104/status/2111715394318913828"}, {"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "@elonmusk @bot 20 improvements per day? no wonder grok bot feels so much better lately. fast, smart, and actually gets what i’m trying to say. love the pace 👏", "link": "https://twitter.com/1738503080432254976/status/2111709719010193797"}, {"date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "praise", "text": "after the grok bot update, there are finally no more those frustrating phrases and jargon in chinese expression! it's really great!!!", "link": "https://twitter.com/20501972/status/2111810142748779005"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "polarity": "complaint", "text": "why is the \"teach a task\" option no longer available in @grok @bot ? [link]", "link": "https://twitter.com/18202045/status/2111553497292210639"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "yeah, happened to me too. the more i use my bot, the dumber it gets", "link": "https://www.reddit.com/r/GrokBot/comments/1x5ch8r/grok_bots_computer_browser_cant_load_any_site/pgmxmbo/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "my second new grokbot is super smart and motivated. it's my 2 week old bot that's getting demented. hopefully this is not something that happens to all grokbots after x amount of weeks.", "link": "https://www.reddit.com/r/GrokBot/comments/1x3mpj0/have_the_devs_nerfed_grokbot_suddenly_extremely/pgfykuz/"}]}}}, "requests": {"authorWeeks": 5650, "themes": [{"theme": "Higher overall usage allowance per plan", "criterion": "billing.usage_cap", "authorWeeks": 361, "posts": 382, "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "@grok @texas_twins_dad @bot limits are obsolete in an ever evolving ecosystem. let the people have higher limits or remove limits totally and use the data 📊 that y’all use either way to improve your ecosystem! i’d do as ceo or grant greater ceilings for high value users on x!", "link": "https://twitter.com/1826773592819863552/status/2111760620488167437"}, {"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@codeglitch usage is horrible. thats #1 issue they should focus on imo.\ngrok bot is amazing but its pointless if you can only use if for 4 hours per week", "link": "https://twitter.com/1633457504/status/2111753139413975490"}, {"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "who is having token usage anxiety now🙋♂️\n@bot @poteto please increase the usage limit for ultra or some reset love please 🙏\n91%. 4 days left 😱😮💨 [link]", "link": "https://twitter.com/1651277178330398770/status/2111609644380565673"}]}, {"theme": "One-time or extra usage reset", "criterion": "billing.usage_cap", "authorWeeks": 103, "posts": 112, "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "@bot @bot can you reset mine. i just tried it for the first time today and a few minutes later it said my usage was at 100 percent. i didn’t know i had a limit. i will be more responsible from now on.", "link": "https://twitter.com/1452369554/status/2111879900416393513"}, {"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "@bot", "text": "@poteto @bot we need a reset! full weekly super usage almost gone in 1 night on 13 october", "link": "https://twitter.com/198067434/status/2111469447634382952"}, {"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "@bot", "text": "@bot, hey homie, can you reset my usage? that would be a cool guy thing to do and i know you're a cool guy!", "link": "https://twitter.com/1614042366155063296/status/2110536898574004285"}]}, {"theme": "Dedicated email address for the agent", "criterion": "connect.coverage", "authorWeeks": 99, "posts": 103, "examples": [{"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "come on, email function for dots. until then, prepare an alias for dots in gmail as a substitute. by interacting with grok bot's email, you can create a pseudo-link between bots.", "link": "https://twitter.com/1520948671340494848/status/2110554642447007840"}, {"agent": "grok-bot", "date": "2026-10-10", "source": "X", "community": "@bot", "text": "@bot will it support multiple email addresses for grok bots in the future? @bot", "link": "https://twitter.com/955094465630253057/status/2108829345297186889"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "hey @bot. i'd like an email address for my grok bot, preference is [email]. please set this up.", "link": "https://twitter.com/1167893995797671938/status/2108611870957666374"}]}, {"theme": "Free tier or free access", "criterion": "billing.entry_plan", "authorWeeks": 83, "posts": 84, "examples": [{"agent": "grok-bot", "date": "2026-10-09", "source": "Reddit", "community": "r/grok", "text": "can this grok bot br free for all we just want to use it we can’t spent money on stupid grok bot let it be free for all", "link": "https://www.reddit.com/r/grok/comments/1x1oo5t/can_this_grok_bot_br_free_for_all_we_just_want_to/"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "Play Store", "community": "Play Store", "text": "this app is not as good as it seems, you are forced to pay a monthly plan to use it, horrible.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "Play Store", "community": "Play Store", "text": "requires supergrok or other payment subscriptions. non sense...", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}]}, {"theme": "Lower overall token and credit consumption", "criterion": "billing.token_efficiency", "authorWeeks": 74, "posts": 75, "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "@elonmusk @bot trying this. absolutely love @bot it's my super fav but it still crank through my usage in a day. \nso i use muse for day to day ai. \nsomehow having a grok bot with usage like muse would be amazing and i would put all my ai budget into it", "link": "https://twitter.com/2086511287924555776/status/2111635468823716202"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk @brianroemmele @grok @bot burn rate. also persistent memory. rules churn too", "link": "https://twitter.com/48466418/status/2108171843710722206"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@nicdunz grokbot is nice but uses so much tokens - if only there was a way where the system optimizes computing usage it would be the best product", "link": "https://twitter.com/1502151358342111235/status/2107708724962001381"}]}, {"theme": "Higher weekly usage limit", "criterion": "billing.usage_cap", "authorWeeks": 70, "posts": 74, "examples": [{"agent": "grok-bot", "date": "2026-10-12", "source": "App Store", "community": "App Store", "text": "need to fix the weekly usage for plan members. a weeks usage runs in about a day or 2 if you’re actually trying to progress in something. ridiculous.", "link": "https://apps.apple.com/us/app/grok-bot/id6794501026"}, {"agent": "grok-bot", "date": "2026-10-11", "source": "Reddit", "community": "r/GrokBot", "text": "i'm currently having it make a mod for total war and apart from not having enough usage each week to make major progress each time. it's going well and it's impressed me so far", "link": "https://www.reddit.com/r/GrokBot/comments/1x1d7n9/how_are_you_all_actually_using_grok_bot_share/pfbh959/"}, {"agent": "grok-bot", "date": "2026-10-11", "source": "Play Store", "community": "Play Store", "text": "you have to pay for additional everything but its a great option to add to your buisness. would be 5 stars if it wasn't a money pit. there is even usage restrictions. i maxed the weeks allowance on the first day. so stupid", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}]}, {"theme": "One subscription across related products", "criterion": "billing.plan_clarity", "authorWeeks": 65, "posts": 65, "examples": [{"agent": "grok-bot", "date": "2026-10-11", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk &amp; team — love the progress with grok, supergrok, x premium+, and grok bot.\ncould we please simplify to clear tiers (free → grok → supergrok → plus → heavy) with one login, stacked usage that resets monthly?\nwould make it even better for everyone. thank you!", "link": "https://twitter.com/63789877/status/2109375871857664281"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@0xitsmenio you rich, huh? jokes aside, i hope for subscription that covers x and grok bot mostly. i don’t need grok that much. and shared limits between grok bot and cursor would be neat.", "link": "https://twitter.com/319557277/status/2107577466542035136"}, {"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@tesla @bot please add grok bot for tesla to the cursor ultra plan🙏🙏 between that $200 sub and the $99/month for fsd along with $10/month for premium connectivity, i can’t push it and upgrade to the $300 plan for grok. would be a game changer for me🙏", "link": "https://twitter.com/1984643472981442562/status/2107109172668146090"}]}, {"theme": "Native phone calendar, reminders, health access", "criterion": "connect.coverage", "authorWeeks": 55, "posts": 61, "examples": [{"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "@bot", "text": "@ericzakariasson @bot apple first, please. i ended up writing my own script just to get icloud mail working, so a proper connector for mail, calendar and reminders would save a lot of hacking. whatsapp, meta ads and google ads right after.", "link": "https://twitter.com/2110272621266796544/status/2111048369355526337"}, {"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@ericzakariasson @bot apple (icloud calendar, reminders, notes, mail) + apple health please! would love my grok bot to read health data and my apple calendar natively, without needing a mac", "link": "https://twitter.com/1881790693057986560/status/2110970530933469470"}, {"agent": "grok-bot", "date": "2026-10-15", "source": "YouTube", "community": "SpaceXAI Revealed How Their Team Uses Grok Bot (30+ Bots)", "text": "i’ve got a server set up for it to have constant instant access to all apple apps and mail for exactly this reason. wish it was natively connected.", "link": "https://www.youtube.com/watch?v=qYZu2ncbBvI&lc=UgzKJjOhlHWmHvqOcNJ4AaABAg.AbxhS0C2kmZAbyCjX2a_Do"}]}, {"theme": "Lower subscription price overall", "criterion": "billing.price_level", "authorWeeks": 54, "posts": 57, "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "@elonmusk @bot make only 1 improvement -&gt; make it cheaper.", "link": "https://twitter.com/1043019939441831937/status/2111733367268106466"}, {"agent": "grok-bot", "date": "2026-10-13", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "hey @elonmusk do you have plan to lower the prize of grok @bot\ni really want to use it but its too expensive. i know grokbot is the best agentic ai but the price is making it less accessible", "link": "https://twitter.com/2090394957165244416/status/2109932857150034294"}, {"agent": "grok-bot", "date": "2026-10-12", "source": "YouTube", "community": "Grok Bot Just Became The Best Personal Agent (10 Use Cases)", "text": "imagine how much more money ai companies would make if they charged less to subscribe.\nthis is what $200 a month?\nthe ai bubble they say is coming soon, wouldn't surprise", "link": "https://www.youtube.com/watch?v=8hhFOmxEbT0&lc=Ugx6Lx6k_t4JrSAseMJ4AaABAg"}]}, {"theme": "User choice of the underlying model", "criterion": "control.model", "authorWeeks": 54, "posts": 54, "examples": [{"agent": "grok-bot", "date": "2026-10-09", "source": "YouTube", "community": "Grok Bot Will Pick Your AI Model. Will It Save You Money?", "text": "would you let a bot choose your model, or do you want the switch yourself? my router setup (the questions it asks, the rules, how to read the log) is here: [link]", "link": "https://www.youtube.com/watch?v=bfY0gxWJgfY&lc=Ugxpdm54hfwHhwT5G-d4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "YouTube", "community": "Grok Bot Just Got 2 Massive Upgrades. Do These Things Now.", "text": "they will never let us control and decide which model to use, because we'll end up using opus 5.5 all the time xd", "link": "https://www.youtube.com/watch?v=MgvwZaDPCs4&lc=UgzljuPp5f0JUP327sp4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@zaddyfi i mean, you can’t select and use opus, the same way you can’t select the version of grok in grokbot", "link": "https://twitter.com/877685012103127040/status/2108437593666789829"}]}, {"theme": "Clear usage included in each plan tier", "criterion": "billing.plan_clarity", "authorWeeks": 51, "posts": 53, "examples": [{"agent": "grok-bot", "date": "2026-10-11", "source": "X", "community": "@bot", "text": "@jediahkatz @shashikant86 @bot please do, im hitting usage limits @!$ bir sure how to find the right plan for me\nit's like xsi supergrok premium+ max pro", "link": "https://twitter.com/2813483520/status/2109155418450899128"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "Reddit", "community": "r/GrokBot", "text": "there needs to be a clear indication of how much usage is included in each grok tier. high and generous is not a tangible measurement. we will all be on $200/month, the x rocket needs paying somehow! ", "link": "https://www.reddit.com/r/GrokBot/comments/1x1dns7/how_do_i_upgrade_usage_limit/pexafkj/"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@poteto @bot poteto poteto poteto - i am really confused what subscription to take to use grok bot. there are so many options and no clarity in limits mentioned for each plan", "link": "https://twitter.com/1301618042221273094/status/2108244360567644371"}]}, {"theme": "Free trial before payment", "criterion": "billing.entry_plan", "authorWeeks": 51, "posts": 51, "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@binhara i wanted to be able to test and play with grokbot without having to pay upfront.", "link": "https://twitter.com/9839572/status/2111633849637613990"}, {"agent": "grok-bot", "date": "2026-10-17", "source": "Reddit", "community": "r/GrokBot", "text": "question for someone who isn’t a content creator , nor owns their own business how is grok bot going to help me? i wish they had s free trial to test it out but that doesn’t exist or it didn’t got me .", "link": "https://www.reddit.com/r/GrokBot/comments/1x7sov2/went_from_burning_through_grok_bot_credits_to/phds234/"}, {"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk @grok @bot we will see. there should at least be a free trial period for us newbs. honestly though, @grok @bot is pretty spectacular. 🤘🏻😎", "link": "https://twitter.com/2256497573/status/2110875242021232968"}]}]}, "weekly": [{"week": "2026-08-31", "positive": 1499, "negative": 1022, "positiveShare": 59.5, "ci95": [57.5, 61.4]}, {"week": "2026-09-07", "positive": 966, "negative": 641, "positiveShare": 60.1, "ci95": [57.7, 62.5]}, {"week": "2026-09-14", "positive": 1248, "negative": 982, "positiveShare": 56.0, "ci95": [53.9, 58.0]}, {"week": "2026-09-21", "positive": 995, "negative": 711, "positiveShare": 58.3, "ci95": [56.0, 60.6]}, {"week": "2026-09-28", "positive": 1753, "negative": 1327, "positiveShare": 56.9, "ci95": [55.2, 58.7]}, {"week": "2026-10-05", "positive": 1506, "negative": 1055, "positiveShare": 58.8, "ci95": [56.9, 60.7]}, {"week": "2026-10-12", "positive": 1183, "negative": 610, "positiveShare": 66.0, "ci95": [63.8, 68.1]}], "weeklyScore": [{"week": "2026-08-31", "authors": 6062, "reach": {"shareOfVoice": 36.08, "value": 1.0}, "regard": {"value": 0.518, "ci95": [0.5, 0.536]}, "score": {"value": 61.7, "ci95": [58.4, 65.0]}, "ranking": {"rank": 2, "rankRange": [1, 2]}}, {"week": "2026-09-07", "authors": 3990, "reach": {"shareOfVoice": 25.17, "value": 0.94}, "regard": {"value": 0.47, "ci95": [0.452, 0.488]}, "score": {"value": 50.3, "ci95": [47.2, 53.6]}, "ranking": {"rank": 3, "rankRange": [3, 4]}}, {"week": "2026-09-14", "authors": 5519, "reach": {"shareOfVoice": 29.51, "value": 0.965}, "regard": {"value": 0.44, "ci95": [0.421, 0.46]}, "score": {"value": 47.6, "ci95": [45.2, 50.4]}, "ranking": {"rank": 4, "rankRange": [3, 5]}}, {"week": "2026-09-21", "authors": 4734, "reach": {"shareOfVoice": 19.2, "value": 0.82}, "regard": {"value": 0.454, "ci95": [0.434, 0.471]}, "score": {"value": 49.1, "ci95": [47.0, 51.4]}, "ranking": {"rank": 3, "rankRange": [2, 4]}}, {"week": "2026-09-28", "authors": 8170, "reach": {"shareOfVoice": 23.24, "value": 0.924}, "regard": {"value": 0.475, "ci95": [0.458, 0.491]}, "score": {"value": 49.0, "ci95": [46.9, 51.7]}, "ranking": {"rank": 3, "rankRange": [3, 4]}}, {"week": "2026-10-05", "authors": 6979, "reach": {"shareOfVoice": 26.04, "value": 1.0}, "regard": {"value": 0.489, "ci95": [0.471, 0.506]}, "score": {"value": 56.5, "ci95": [53.5, 59.4]}, "ranking": {"rank": 3, "rankRange": [2, 3]}}, {"week": "2026-10-12", "authors": 4786, "reach": {"shareOfVoice": 23.34, "value": 0.996}, "regard": {"value": 0.526, "ci95": [0.505, 0.546]}, "score": {"value": 61.7, "ci95": [57.6, 65.1]}, "ranking": {"rank": 2, "rankRange": [1, 3]}}]}, {"id": "hark", "name": "Hark", "maker": "Hark Labs", "sources": [{"channel": "X", "selector": "@hark_labs", "posts": 3630}, {"channel": "X", "selector": "X search: Hark Pro, hark.com, Hark AI", "posts": 678}, {"channel": "YouTube", "selector": "Comments on videos that name it, or that name it themselves", "posts": 357}, {"channel": "Play Store", "selector": "Play Store", "posts": 199}, {"channel": "App Store", "selector": "App Store", "posts": 134}, {"channel": "Reddit", "selector": "Posts that name it", "posts": 26}], "records": 5024, "judgingPosts": 2537, "authors": 2900, "authorWeeks": 3119, "reach": {"shareOfVoice": 2.97, "weightedUsers": 2690.8, "value": 0.509}, "regard": {"positiveAuthorWeeks": 959, "negativeAuthorWeeks": 621, "rawPositiveShare": 60.7, "rawCi95": [58.3, 63.1], "value": 0.515, "ci95": [0.499, 0.531]}, "score": {"value": 50.5, "ci95": [48.6, 52.2], "popularityZ": -0.325, "loveZ": 0.392}, "ranking": {"rank": 4, "rankRange": [4, 5]}, "levers": {"connect": {"score": 51.0, "gain": 0.51, "rank": 4}, "control": {"score": 50.5, "gain": 0.03, "rank": 4}, "trust": {"score": 50.6, "gain": 0.12, "rank": 4}, "vendor": {"score": 51.0, "gain": 0.55, "rank": 4}}, "criteria": {"billing": {"praise": 99, "complaint": 156, "n": 255, "weighted": {"praise": 89.29, "complaint": 145.82}, "praiseShare": 38.8, "ci95": [33.0, 44.9], "regard": 0.5131, "regardCi95": [0.477, 0.547], "salience": 16.1, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@hark_labs thx team. smooth checkout process and many thx [link]", "link": "https://twitter.com/390799051/status/2111287463260148158"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@hark_labs @0xkemal1 noted: i did not purchase a pro membership. i completely benefited from the free section. \nso you can take advantage of the free one for your research.", "link": "https://twitter.com/1691744321978896384/status/2111602361281978372"}, {"date": "2026-10-17", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "polarity": "praise", "text": "i will say, hark ai is not perfect, but they are very generous. i was one of the lucky people to get a free $100/month plan, and i finally got the $30 free pizza (perhaps just as important).\nno company is perfect, but based on what i've seen so far, hark is standing out.", "link": "https://twitter.com/1684007057555431425/status/2111289504913101010"}, {"date": "2026-10-16", "source": "YouTube", "community": "Introducing Hark Pro", "polarity": "praise", "text": "i'm still surprised the free/non pro version is cable of...i'm lovin it, well done hark.", "link": "https://www.youtube.com/watch?v=i3mfnrEwaA0&lc=Ugy8TujEiRSo_KPaNSt4AaABAg"}, {"date": "2026-10-15", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "hark is my every day helper and literally became my personal assistant. i’m obsessed with how useful and how easy it made my life. best ai experience %100. totally worth my money 💯", "link": "https://apps.apple.com/us/app/hark-pro/id6772362941"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs are you ever going to make the errors in credits right?", "link": "https://twitter.com/883648303/status/2111843279000256786"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@traviscurnutte @hark_labs it charged my card the full price 🫩.", "link": "https://twitter.com/1866984741670440961/status/2111250168582750389"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs did all the steps and your ai stole $30 from me? [link]", "link": "https://twitter.com/722983921055453184/status/2111254779628569036"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs @hark_labs this happened to me. gift card didn’t go through but charged my venmo instead :( [link]", "link": "https://twitter.com/1825876011063349248/status/2111257026751791210"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs the $30 gift card is not working for me. it says the offer is valid but it’s having issues… [link]", "link": "https://twitter.com/1684612759772594177/status/2111257224563814710"}]}}, "access": {"praise": 33, "complaint": 69, "n": 102, "weighted": {"praise": 29.82, "complaint": 64.07}, "praiseShare": 32.4, "ci95": [24.1, 41.9], "regard": 0.5026, "regardCi95": [0.471, 0.536], "salience": 6.5, "receipts": {"praise": [{"date": "2026-10-17", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "this is an ai app for real people. no complicated setup or jargon, it just works. love it", "link": "https://apps.apple.com/us/app/hark-pro/id6772362941"}, {"date": "2026-10-11", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@hark_labs guys congrats on the launch! i was scared of agentic ai cause i’m no an expert, but your site made it so simple, super intuitive and already helping me a ton (i’m impressed!). really grateful for what you built, highly recommend it to anyone hesitant to try agents! 🙌", "link": "https://twitter.com/1692381969319940096/status/2109074640186364350"}, {"date": "2026-10-11", "source": "YouTube", "community": "Introducing Hark Pro", "polarity": "praise", "text": "been using it for 4 days. it’s already game changing for my businesses and my personal landscape. mind blowing capability. easy to onboard then zooooom.", "link": "https://www.youtube.com/watch?v=i3mfnrEwaA0&lc=UgxTzktRDJcE_FkdPap4AaABAg"}, {"date": "2026-10-07", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "polarity": "praise", "text": "let muse help me register for a hark ai, it feels no worse than muse. the key is that it doesn't require a vpn, haha.", "link": "https://twitter.com/3850771/status/2107640729023787439"}, {"date": "2026-10-07", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "surprised how easy it was to setup and star doing helpful tasks", "link": "https://apps.apple.com/us/app/hark-pro/id6772362941"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@pridgenmd @hark_labs at least you got a pizza. i tried to do it, and it said my number had already been used when i guarantee it. i did not use it. so i couldn’t even get it", "link": "https://twitter.com/2158830260/status/2111635925868716228"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs i have only one hark account but get an error saying my phone number is tied to another account, which it is not.", "link": "https://twitter.com/98923477/status/2111246588400050557"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs thanks, still working on getting the system to accept my order because of a phone authentication error!", "link": "https://twitter.com/98923477/status/2111257239667310827"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs not an easy experience. can’t get past logging in with google or apple. [link]", "link": "https://twitter.com/1955764894772375553/status/2111264037208195144"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs this was a comically bad onboarding … absolutely every step broke and then it just started rejecting any message i sent it. 🤣 [link]", "link": "https://twitter.com/14501624/status/2111268496504209742"}]}}, "connect": {"praise": 52, "complaint": 106, "n": 158, "weighted": {"praise": 46.75, "complaint": 97.57}, "praiseShare": 32.9, "ci95": [26.1, 40.6], "regard": 0.437, "regardCi95": [0.406, 0.468], "salience": 10.0, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@hark_labs i’m really liking your interface, especially how it handles credentials inputs", "link": "https://twitter.com/1439421/status/2111243212975223275"}, {"date": "2026-10-14", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@lissimore1 @hark_labs it being able to actually connect to multiple google/gmail accounts at once is great. the fact claude's native connector is still single account is baffling to me", "link": "https://twitter.com/1573303837275865089/status/2110350314033275288"}, {"date": "2026-10-14", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "what a madness it has been to meet @hark_labs. i had never been able to use agents before.. for some reason with hark everything flows as accounts connect and deepen. congrats and looking forward to what is coming.", "link": "https://twitter.com/289143394/status/2110423784675221799"}, {"date": "2026-10-13", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@hark_labs pretty slick! hooks up to tally via api key to show workout history. [link]", "link": "https://twitter.com/2832186672/status/2110151812917625147"}, {"date": "2026-10-12", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "both @muse and @instinct got blocked when asked to search on @amazon with their unauthorized ai agent notice but @hark_labs didn't! great work @adcock_brett and team 🙌", "link": "https://twitter.com/109395270/status/2109449261792567583"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs after like 20 minutes of signing into everything, it didn’t work. [link]", "link": "https://twitter.com/1587921121801740289/status/2111261552938795470"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs doesn’t work with google sign attached to doordash. it’s asked for my two step verification code four times now", "link": "https://twitter.com/1480243370798764040/status/2111276282042319126"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@esthercrawford @hark_labs i enjoyed google losing its shit at my credentials being used by some android phone in a farm. i'm sure they will just allow this. [link]", "link": "https://twitter.com/19526395/status/2111287505031147730"}, {"date": "2026-10-17", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "can't and clean up yahoo mail, canvas instructure for college. can't connect to most banking apps or services like water bills and electricity bills to optimize them either.", "link": "https://play.google.com/store/apps/details?id=com.hark.android"}, {"date": "2026-10-16", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "the biggest drawback to personal agents like @muse, @bot and @hark_labs is that they can't orchestrate my codex sessions where the majority of my work lives.\nthe biggest drawback to @openai dots is that, for some reason, they can't either. 🤷♂️ [link]", "link": "https://twitter.com/2034456689345486848/status/2111116764788437332"}]}}, "ask": {"praise": 142, "complaint": 103, "n": 245, "weighted": {"praise": 127.04, "complaint": 95.04}, "praiseShare": 58.0, "ci95": [51.7, 64.0], "regard": 0.5381, "regardCi95": [0.503, 0.568], "salience": 15.5, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "finally tried out @hark_labs. \ni can tell they put a lot of time into ux/ui. not bad.", "link": "https://twitter.com/1475821518596751364/status/2111794821262106970"}, {"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "something essential is missing in grok @bot: visualization... it's too textual. @hark_labs and its \"cards\" or @chatgpt and its \"intelligent ui\" are great for that. the user needs that!", "link": "https://twitter.com/11801352/status/2111821019728244785"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "i was wrong to criticize @hark_labs as another agent product. best ios interface.\nthe only thing is, i’m reminded how much i don’t want interfaces for services. i want to text an agent and abstract everything away. every company a warehouse.", "link": "https://twitter.com/2026674274829025280/status/2111249865258971529"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@ivanfioravanti @adcock_brett @hark_labs yea it’s the most simplest use of agentic system if used plus the most beautiful ui too.", "link": "https://twitter.com/1497868184464105475/status/2111517605794021666"}, {"date": "2026-10-14", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@davidpawlan @hark_labs been saying for a while the panels are awesome @hark_labs, if they focus on creating the best panels atmosphere they win the consumer for now", "link": "https://twitter.com/1349117002682568706/status/2110177725818556756"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs this is going real bad.\nreal bad.\ntrying to see if this works for me then send some to family.\nman this is like…uhhhh….laggy and slow.", "link": "https://twitter.com/1355291616718815232/status/2111257671005266061"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs hark thinks the just installed hark android app is a mobile browser, and is now unresponsive.", "link": "https://twitter.com/16659187/status/2111262979429675336"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs i had higher hopes given the sleek visuals but compared to the other agents i’ve been using this is quite bad. it also says “read” and then drops my message.", "link": "https://twitter.com/3234760344/status/2111267770054877549"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs i got pizza but idk if the promo applied the app is too buggy 😭😭😭", "link": "https://twitter.com/45922319/status/2111269886165201244"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs i knew it was total bs but i still downloaded your poorly optimized app and went with it. give me back my 10 minutes! [link]", "link": "https://twitter.com/1195983673251766272/status/2111289316425248954"}]}}, "act": {"praise": 487, "complaint": 147, "n": 634, "weighted": {"praise": 447.22, "complaint": 141.59}, "praiseShare": 76.8, "ci95": [73.4, 79.9], "regard": 0.5161, "regardCi95": [0.478, 0.552], "salience": 40.1, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@adcock_brett fun launch. enjoyed my 2am pizza. \nthen hark booked me tix to an event in florida next week. thanks @hark_labs", "link": "https://twitter.com/1348423958954188803/status/2111668867785191748"}, {"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@hark_labs is awesome, i'm building a new software platform for the travel industry, i got hark to automate my full email flow. initial email to golf courses, auto replies, uploading and sorting the images and data to google drive all in names folders. will save hour!! ❤️", "link": "https://twitter.com/122164995/status/2111715758103547958"}, {"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "i don't know what model is @hark_labs using. but this is decent ngl. \nsolar system in a single html file. [link]", "link": "https://twitter.com/2097323326993465344/status/2111882915701461246"}, {"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "moved recently. asked hark what else needed my new address.\nit signed into the dmv, found my old address, and filed the change. 2 min. i never opened a browser.\nthis is what @hark_labs is for. [link]", "link": "https://twitter.com/46636556/status/2111886123815563766"}, {"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@hark_labs is low key @bot but way better\ni try to use grok bot but then end up using hark for anything i actually want done\npretty insane work by @adcock_brett", "link": "https://twitter.com/1282858909833801728/status/2111931286503972891"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs the checkout timed out after multiple tries. could i just get a pizza. i've been on this app for an hour trying to get it working friday", "link": "https://twitter.com/15886870/status/2111845403381370949"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs it could not order me the pizza :( it said to contact support for help", "link": "https://twitter.com/1441029786491670529/status/2111247279004979343"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "i mean i probably should have guessed it was going to make a mistake but any normal user is going to follow this instruction... @hark_labs [link]", "link": "https://twitter.com/1372640803063877633/status/2111249912507805918"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@ehog @hark_labs exact same thing happened to me. i asked multiple times. it said the card would apply at check out. [link]", "link": "https://twitter.com/1866984741670440961/status/2111251352425058625"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs it never worked. the agent said to reach out to support.", "link": "https://twitter.com/1684007057555431425/status/2111251844215292103"}]}}, "auto": {"praise": 174, "complaint": 19, "n": 193, "weighted": {"praise": 157.93, "complaint": 17.89}, "praiseShare": 90.2, "ci95": [85.1, 93.6], "regard": 0.6094, "regardCi95": [0.573, 0.64], "salience": 12.2, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@harrykapoor19 @pranayraiii @hark_labs @adcock_brett tried both and loved both. hark is more pro active which is the biggest value unlock", "link": "https://twitter.com/1665023668395597826/status/2111870825695482285"}, {"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@hark_labs is really good\nit has been really productive for me. \nex: i was interested in a role and had saved it in linkedin, next day it sent me a notification saying there was an event for that company near me. i didn’t even ask. love it!", "link": "https://twitter.com/1294411806786691074/status/2111898136000229872"}, {"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@harrykapoor19 @hark_labs @adcock_brett on the waitlist for instinct. what's your experience been so far? hark is pro active, without being too intrusive.", "link": "https://twitter.com/3226833582/status/2111912770950369387"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@thsottiaux @ai_funss please fix dot before anything else. it keeps asking permission for already-approved work, then gets blocked even after i say yes. make it proactive like @hark_labs ; i wanted an assistant, not another full-time job supervising one.", "link": "https://twitter.com/1887377119833198592/status/2111351862574350429"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@hark_labs \nhark pro is a valuable tool; i can finally receive alerts when my flight simulator nears tod. i no longer need to remain at my computer for five hours 🥲🥲", "link": "https://twitter.com/1780684555411701760/status/2111503533304418403"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs hark doesn’t need to become a separate method of managing emails and todos. messaging me with a todo list and when i should leave for an appointment and do this and do that can be nagging and micromanaging.", "link": "https://twitter.com/37080174/status/2110170177446850885"}, {"date": "2026-10-14", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@awilkinson @hark_labs @adcock_brett nope. i have muse and hark executing the same scheduled tasks and muse is surprisingly more proactive.", "link": "https://twitter.com/115585501/status/2110386787398934823"}, {"date": "2026-10-18", "source": "YouTube", "community": "Hark AI Review: My Honest Verdict After 5 Days", "polarity": "complaint", "text": "hark is really great for personal tasks. but for business, it's missing webhooks or event triggers. an agent only wakes up on a schedule or when you type in the app. no incoming email or webhook can wake it.\ni run several agents for my studio (hark, hermes, claude, etc.). with hermes or claude, an email or webhook triggers the agent instantly. with hark, only typing in the app just isn't workable for real workflows. add webhooks and it becomes a real business tool.", "link": "https://www.youtube.com/watch?v=6ttjVLDiFVI&lc=Ugy51Me1_qJXGC7V05Z4AaABAg"}, {"date": "2026-10-17", "source": "App Store", "community": "App Store", "polarity": "complaint", "text": "terrible app ui. fake marketing and too intrusive with unlimited notifications.", "link": "https://apps.apple.com/us/app/hark-pro/id6772362941"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "i’m a big fan of what @adcock_brett is doing (including archer and figure), but using @hark_labs was just unbearable. \ni couldn’t get basic responses, delayed notifications, and a pizza bait that refused to work even after 2 hours\nbut this probably is just the beginning and i’m sure they have a lot to work on", "link": "https://twitter.com/1131253583658323968/status/2111527134955184557"}]}}, "control": {"praise": 50, "complaint": 34, "n": 84, "weighted": {"praise": 45.07, "complaint": 31.77}, "praiseShare": 59.5, "ci95": [48.8, 69.4], "regard": 0.4965, "regardCi95": [0.466, 0.527], "salience": 5.3, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@hark_labs not only is it fixed but a window popped up showing me a live stream of @hark_labs taking action in real time. super cool! thanks for the pizza guys! [link]", "link": "https://twitter.com/1532007138872147970/status/2111255341073928538"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@hark_labs just ordered. the magnifying glass on the detail of the page it is looking at is a nice touch on mobile.", "link": "https://twitter.com/21064539/status/2111299340333654286"}, {"date": "2026-10-16", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "polarity": "praise", "text": "@pcshipp i can't even tell when my dot is working. hark pro is better.", "link": "https://twitter.com/15337180/status/2111200129730658463"}, {"date": "2026-10-16", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "polarity": "praise", "text": "@koltregaskes but i can never tell when dot is working. i prefer hark pro instead.", "link": "https://twitter.com/15337180/status/2111200370928369981"}, {"date": "2026-10-16", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "polarity": "praise", "text": "@robinebers it's not very clear when dots is working. when they fix that then maybe they will win be back from hark pro.", "link": "https://twitter.com/15337180/status/2111211977079206160"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@adcock_brett @hark_labs confirmation card with a button to talk explicit action on a purchase is definitely needed, though. see first post. charged me and i hadn’t even finished the order.", "link": "https://twitter.com/752221173769904128/status/2111260538378617259"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@rossboothroyd @hark_labs that literally happened to me as well. charged my work card too, embarrassing af.", "link": "https://twitter.com/1325235267796570112/status/2111288933854158936"}, {"date": "2026-10-16", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "thank you, @adcock_brett / @hark_labs. might want to get a confirmation card/panel in chat though to avoid stuff like this..? [link]", "link": "https://twitter.com/752221173769904128/status/2111242662120726789"}, {"date": "2026-10-16", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs maybe a little too aggressive to fulfill the request. the gift card to doordash didn’t take and the bot still ordered the pizza anyway… [link]", "link": "https://twitter.com/1439421/status/2111245387864367120"}, {"date": "2026-10-15", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs changed password to an account w/o telling me. that was super helpful.", "link": "https://twitter.com/899091662391005184/status/2110574918580768856"}]}}, "trust": {"praise": 18, "complaint": 67, "n": 85, "weighted": {"praise": 16.73, "complaint": 65.41}, "praiseShare": 21.2, "ci95": [13.8, 31.0], "regard": 0.4682, "regardCi95": [0.437, 0.501], "salience": 5.4, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "opencode emailed about a breach today. i asked @hark_labs to check. it went through my openai, claude and opencode dashboards, found the one key that was saved there being used by someone else, and revoked it in minutes. all from my phone. wild stuff @adcock_brett ☺️", "link": "https://twitter.com/1094150414075752448/status/2111481579042472293"}, {"date": "2026-10-11", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "polarity": "praise", "text": "so far the only ai agent i trust with my email is hark pro.\nit’s funny how meta muse pitch was similar on privacy, but don’t trust it that much. [link]", "link": "https://twitter.com/1475420948/status/2109258309312348579"}, {"date": "2026-10-07", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "hark pro is way better than muse. the main selling point for me is my data is safe. if you are looking for a muse alternative cause you don’t trust meta, try hark.", "link": "https://apps.apple.com/us/app/hark-pro/id6772362941"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@theaaron @hark_labs onboarding is the checkbox ui for permissions with google. you have full control over the blast radius of your data you want to expose. the assumption is that people are stupid and just accept all t&amp;c's .. but its a literal checkbox. users granted that access by choice", "link": "https://twitter.com/2655605803/status/2111529537528062024"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "omg it worked! 🤯 pizza delivered for free! no strings attached! no data taken / no gmail- no drama! thanks @adcock_brett and @hark_labs! [link] [link]", "link": "https://twitter.com/56455353/status/2111328419451376126"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs the craziest thing about this is that the connection to your google account remains even if you delete the app", "link": "https://twitter.com/2013271354854821888/status/2111616099858948359"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@agl_daddy @hark_labs @calprivacy suspicious unprompted login attempt after shortly signing up for @hark_labs \n[link] [link]", "link": "https://twitter.com/1588428241727004672/status/2111258011733983244"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@mvhacking @adcock_brett suspicious unprompted login attempt after shortly signing up for @hark_labs [link]", "link": "https://twitter.com/1588428241727004672/status/2111258169674727845"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs and what are you doing with all the data you stole during this \"bug\"?", "link": "https://twitter.com/37462633/status/2111262465053053379"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs thanks guys, what a great way to get more training data [link]", "link": "https://twitter.com/1565849297844846592/status/2111263829888000432"}]}}, "vendor": {"praise": 16, "complaint": 139, "n": 155, "weighted": {"praise": 15.52, "complaint": 132.16}, "praiseShare": 10.3, "ci95": [6.5, 16.1], "regard": 0.4217, "regardCi95": [0.387, 0.457], "salience": 9.8, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@rangersmjs @hark_labs i was sent by early this morning a replacement telegram gift card (for more than the cost of the pizza!)", "link": "https://twitter.com/1234109822389379075/status/2111693267175965167"}, {"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@honestmediagrp @hark_labs yes they emailed me a gift card worth more than the pizza by early am - write [email] and they’ll answer", "link": "https://twitter.com/1234109822389379075/status/2111693910900916507"}, {"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@rangersmjs @hark_labs yes they emailed me a gift card worth more than the pizza by early am - write [email] and they’ll answer", "link": "https://twitter.com/1234109822389379075/status/2111694104833020105"}, {"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@justinmaxxed @hark_labs yes they emailed me a gift card worth more than the pizza by early am - write [email] and they’ll answer", "link": "https://twitter.com/1234109822389379075/status/2111694172008956340"}, {"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@mrebkk_ @hark_labs mthey emailed me a gift card worth more than the pizza by early am - write [email] and they’ll answer", "link": "https://twitter.com/1234109822389379075/status/2111694486023934084"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs didn't work for me. \nhark chat said to contact support since the $30 was assigned to me and simply had to be settled by their team.\nemailed support. no response.", "link": "https://twitter.com/1637474996158185472/status/2111626954038259840"}, {"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs i never even got my pizza, said it was bug on your end, still watiing on contact from you guys", "link": "https://twitter.com/1824563635642884096/status/2111638141207458137"}, {"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@megan_dakini @hark_labs i have emailed them. multiple times. no response. been 2 days.", "link": "https://twitter.com/2041363464350846976/status/2111842213722464481"}, {"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs @ahhhhaaaabanana why havent you responded to me? 2 days and no response from emails and tweets.", "link": "https://twitter.com/2041363464350846976/status/2111915072243286444"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs ok, this was when the post had less than 100 comments. it told me i'd get free pizza, just connect my gmail. once i did, it was down. [link]", "link": "https://twitter.com/2004702572297510913/status/2111245863255519737"}]}}, "billing.price_level": {"praise": 21, "complaint": 10, "n": 31, "weighted": {"praise": 18.61, "complaint": 8.89}, "praiseShare": 67.7, "ci95": [50.1, 81.4], "regard": 0.5169, "regardCi95": [0.495, 0.54], "salience": 2.0, "receipts": {"praise": [{"date": "2026-10-15", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "hark is my every day helper and literally became my personal assistant. i’m obsessed with how useful and how easy it made my life. best ai experience %100. totally worth my money 💯", "link": "https://apps.apple.com/us/app/hark-pro/id6772362941"}, {"date": "2026-10-10", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@michaelgannotti @bot @grok @elonmusk @spacexai give @hark_labs [link] a try. it's affordable and very good", "link": "https://twitter.com/2825201768/status/2109013590640312446"}, {"date": "2026-10-08", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@adcock_brett @begottensun @hark_labs hark is number 1 now. it's too good; please keep it updated and keep the price affordable. i will use it forever.", "link": "https://twitter.com/1210143279653773312/status/2108222168995913882"}], "complaint": [{"date": "2026-10-10", "source": "YouTube", "community": "Hark Pro vs Instinct AI: Which AI Assistant Should You Use?", "polarity": "complaint", "text": "the sub is high after the first free month if you use it at full steam. not to high if you don’t use it to much. i think its 20 and 100. but its $100 for the one they get ya hooked on for free. just sayin.. also great video and liked/subscribed. keep up the good work.", "link": "https://www.youtube.com/watch?v=1GbZJyDGX_4&lc=Ugwv-SdltjHjPsHqYv14AaABAg"}]}}, "billing.entry_plan": {"praise": 54, "complaint": 14, "n": 68, "weighted": {"praise": 48.91, "complaint": 12.89}, "praiseShare": 79.4, "ci95": [68.4, 87.3], "regard": 0.5472, "regardCi95": [0.519, 0.574], "salience": 4.3, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@hark_labs @0xkemal1 noted: i did not purchase a pro membership. i completely benefited from the free section. \nso you can take advantage of the free one for your research.", "link": "https://twitter.com/1691744321978896384/status/2111602361281978372"}, {"date": "2026-10-17", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "polarity": "praise", "text": "i will say, hark ai is not perfect, but they are very generous. i was one of the lucky people to get a free $100/month plan, and i finally got the $30 free pizza (perhaps just as important).\nno company is perfect, but based on what i've seen so far, hark is standing out.", "link": "https://twitter.com/1684007057555431425/status/2111289504913101010"}, {"date": "2026-10-16", "source": "YouTube", "community": "Introducing Hark Pro", "polarity": "praise", "text": "i'm still surprised the free/non pro version is cable of...i'm lovin it, well done hark.", "link": "https://www.youtube.com/watch?v=i3mfnrEwaA0&lc=Ugy8TujEiRSo_KPaNSt4AaABAg"}], "complaint": [{"date": "2026-10-17", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "don't download. scam !!!! 😭😭 waste of time . got lied to. they let you go till the end 😔 then block you. . . . wth", "link": "https://play.google.com/store/apps/details?id=com.hark.android"}, {"date": "2026-10-07", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@pengchenop @hark_labs unfortunately, it's too late, i can only use the free version of pro, and it can't be changed to version 2.", "link": "https://twitter.com/232764451/status/2107760657529729348"}, {"date": "2026-10-06", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "polarity": "complaint", "text": "hark can be logged in. hark pro only has a validity period of one month, which is far worse than the eggs obtained from muse. [link]", "link": "https://twitter.com/1871185338816729088/status/2107542267900961186"}]}}, "billing.usage_cap": {"praise": 22, "complaint": 63, "n": 85, "weighted": {"praise": 20.41, "complaint": 58.07}, "praiseShare": 25.9, "ci95": [17.8, 36.1], "regard": 0.5096, "regardCi95": [0.472, 0.544], "salience": 5.4, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@thriftyai @hark_labs @adcock_brett i got the gift from the wait list and i have hark pro ³. its been resetting daily and the highest i have was like 40%? i was hammering it with tasks.", "link": "https://twitter.com/2996521838/status/2110370001006072127"}, {"date": "2026-10-14", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@thriftyai @hark_labs @adcock_brett that’s crazy i’ve beeen using daily and am only at 4% usage of the $100/mo tier. what are your main use cases?", "link": "https://twitter.com/1665023668395597826/status/2110379537842458648"}, {"date": "2026-10-12", "source": "YouTube", "community": "Hark Pro vs Instinct AI: Which AI Assistant Should You Use?", "polarity": "praise", "text": "free, $20usd/mo and $100usd/mo. - free has pretty good usage. capabilities are all the same regardless of plan. the only difference is usage. i asked hark to create a visual usage panel so that i can monitor it in real-time.", "link": "https://www.youtube.com/watch?v=1GbZJyDGX_4&lc=UgypsuveGpzH8-oQvix4AaABAg.AbrlL8uDBnzAbsLmClf4x5"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "8% left and it resets on nov 6 :)\nhurting a lot, half of my brain started thinking on how to manage after hitting 100%.\ni got addicted to this tech. especially addicted to hark. \n@hark_labs \n@adcock_brett [link]", "link": "https://twitter.com/1287599568947777536/status/2111460167355371799"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "could you increase the free-tier limits? i’ve been a member since the early days; previously, i never ran out of my limit, but today, for the first time, i’ve hit the limit.\n@hark_labs @abidur_c @adcock_brett [link]", "link": "https://twitter.com/2110321273351872512/status/2111465071624765778"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@adcock_brett @0xramprasad @hark_labs @adcock_brett @hark_labs i connected to kaggle, i'm trying to make a video but i can't because the limit is over [link]", "link": "https://twitter.com/2110321273351872512/status/2111476003734184370"}]}}, "billing.token_efficiency": {"praise": 2, "complaint": 3, "n": 5, "weighted": {"praise": 1.84, "complaint": 2.84}, "praiseShare": 40.0, "ci95": [11.8, 76.9], "regard": 0.5027, "regardCi95": [0.492, 0.515], "salience": 0.3, "receipts": {"praise": [], "complaint": []}}, "billing.plan_clarity": {"praise": 1, "complaint": 25, "n": 26, "weighted": {"praise": 1.0, "complaint": 22.61}, "praiseShare": 3.8, "ci95": [0.7, 18.9], "regard": 0.4853, "regardCi95": [0.463, 0.523], "salience": 1.6, "receipts": {"praise": [{"date": "2026-10-12", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "human-readable explanations of usage plans is just one of the many reason i have been enjoying @hark_labs. [link]", "link": "https://twitter.com/295030390/status/2109757662934278540"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs hey hark team! hark keeps telling me i can check my monthly usage in the app, but i can't find it anywhere, not even under billing. where can i see how much i've used and when it resets? 🙏", "link": "https://twitter.com/1994753281525166080/status/2110323242326192541"}, {"date": "2026-10-14", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs i upgraded to pro2 today and i didn't know i had a limit 🙃 😅 [link]", "link": "https://twitter.com/1422264634158063618/status/2110366197870989373"}, {"date": "2026-10-13", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs and please add a default option to view usage. the custom panel hark made only updates once an hour, which is terrible.", "link": "https://twitter.com/1148534535841374208/status/2110133633210311065"}]}}, "billing.purchase_flow": {"praise": 8, "complaint": 58, "n": 66, "weighted": {"praise": 6.89, "complaint": 56.57}, "praiseShare": 12.1, "ci95": [6.3, 22.1], "regard": 0.5195, "regardCi95": [0.466, 0.577], "salience": 4.2, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@hark_labs thx team. smooth checkout process and many thx [link]", "link": "https://twitter.com/390799051/status/2111287463260148158"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@traviscurnutte @hark_labs it charged my card the full price 🫩.", "link": "https://twitter.com/1866984741670440961/status/2111250168582750389"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs did all the steps and your ai stole $30 from me? [link]", "link": "https://twitter.com/722983921055453184/status/2111254779628569036"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs @hark_labs this happened to me. gift card didn’t go through but charged my venmo instead :( [link]", "link": "https://twitter.com/1825876011063349248/status/2111257026751791210"}]}}, "access.availability": {"praise": 8, "complaint": 13, "n": 21, "weighted": {"praise": 6.89, "complaint": 12.52}, "praiseShare": 38.1, "ci95": [20.8, 59.1], "regard": 0.5508, "regardCi95": [0.509, 0.597], "salience": 1.3, "receipts": {"praise": [{"date": "2026-10-09", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "i was waiting for @muse to launch in india, but @hark_labs got there first. gave it a try, and honestly, it’s amazing! 🤯\nit’s my default personal assistant (pa) for now.", "link": "https://twitter.com/326284671/status/2108422253562253513"}, {"date": "2026-10-07", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "polarity": "praise", "text": "let muse help me register for a hark ai, it feels no worse than muse. the key is that it doesn't require a vpn, haha.", "link": "https://twitter.com/3850771/status/2107640729023787439"}, {"date": "2026-10-16", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "only free personal ai agent available in the uk right now and it works like a dream. i've heard it's better than muse, but obviously can't compare over here yet. it's blown my mind at what it can do!", "link": "https://play.google.com/store/apps/details?id=com.hark.android"}], "complaint": [{"date": "2026-10-08", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "why don't you open for zimbabweans mobile sim card we are not able to receive mobile sim texts", "link": "https://play.google.com/store/apps/details?id=com.hark.android"}, {"date": "2026-10-14", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs you are the worst network configuration i have ever seen. the network in singapore is completely inaccessible, and i have sent over a dozen emails with absolutely no response. absolutely ridiculous. [link]", "link": "https://twitter.com/2100583715101626368/status/2110271370756338162"}]}}, "access.platform": {"praise": 5, "complaint": 13, "n": 18, "weighted": {"praise": 4.52, "complaint": 12.2}, "praiseShare": 27.8, "ci95": [12.5, 50.9], "regard": 0.4971, "regardCi95": [0.479, 0.517], "salience": 1.1, "receipts": {"praise": [{"date": "2026-10-11", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "i'm confused about why this hasn't received more attention? great performance across the mobile and desktop platforms. i'm in financial markets and have found it exceptionally useful. day to day or for small business basics, would highly recommend.", "link": "https://play.google.com/store/apps/details?id=com.hark.android"}, {"date": "2026-10-16", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@ricosystems @hark_labs i was out for 3 hours yesterday with hark on my android. i was able to continue to work while sitting in the doctor's waiting room, the lab waiting room for blood work and the kidney specialist's waiting area. got a lot done, thanks to #hark! hang with us at /r/harklabs", "link": "https://twitter.com/2825201768/status/2111074935128850453"}, {"date": "2026-10-14", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@mzoltanpro @hark_labs mine has worked great on my android device, even with google logins.", "link": "https://twitter.com/443857844/status/2110438980290548095"}], "complaint": [{"date": "2026-10-12", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@informed_ob @hark_labs yeah of course.\ni have the app on my iphone, it would just be nice if there was an app for mac too.", "link": "https://twitter.com/1951877377039929345/status/2109592692770615609"}, {"date": "2026-10-07", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs i tried to download it with my macbook air but it says it’s not supported", "link": "https://twitter.com/1944794929219469312/status/2107967318881894406"}]}}, "access.sign_in": {"praise": 2, "complaint": 35, "n": 37, "weighted": {"praise": 1.68, "complaint": 32.14}, "praiseShare": 5.4, "ci95": [1.5, 17.7], "regard": 0.4735, "regardCi95": [0.452, 0.501], "salience": 2.3, "receipts": {"praise": [], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@pridgenmd @hark_labs at least you got a pizza. i tried to do it, and it said my number had already been used when i guarantee it. i did not use it. so i couldn’t even get it", "link": "https://twitter.com/2158830260/status/2111635925868716228"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs i have only one hark account but get an error saying my phone number is tied to another account, which it is not.", "link": "https://twitter.com/98923477/status/2111246588400050557"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs not an easy experience. can’t get past logging in with google or apple. [link]", "link": "https://twitter.com/1955764894772375553/status/2111264037208195144"}]}}, "access.setup": {"praise": 21, "complaint": 13, "n": 34, "weighted": {"praise": 19.41, "complaint": 12.05}, "praiseShare": 61.8, "ci95": [45.0, 76.1], "regard": 0.5195, "regardCi95": [0.497, 0.543], "salience": 2.2, "receipts": {"praise": [{"date": "2026-10-17", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "this is an ai app for real people. no complicated setup or jargon, it just works. love it", "link": "https://apps.apple.com/us/app/hark-pro/id6772362941"}, {"date": "2026-10-11", "source": "YouTube", "community": "Introducing Hark Pro", "polarity": "praise", "text": "been using it for 4 days. it’s already game changing for my businesses and my personal landscape. mind blowing capability. easy to onboard then zooooom.", "link": "https://www.youtube.com/watch?v=i3mfnrEwaA0&lc=UgxTzktRDJcE_FkdPap4AaABAg"}, {"date": "2026-10-07", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "surprised how easy it was to setup and star doing helpful tasks", "link": "https://apps.apple.com/us/app/hark-pro/id6772362941"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs this was a comically bad onboarding … absolutely every step broke and then it just started rejecting any message i sent it. 🤣 [link]", "link": "https://twitter.com/14501624/status/2111268496504209742"}, {"date": "2026-10-11", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@scobleizer @hark_labs i found onboarding to be lacking for average users. probably not their target. \nit’s less intelligent than dots and less capable than grokbot. seems if they connect it to psychical devices long-term there’s a potential opportunity there. but for now, there are better options.", "link": "https://twitter.com/3527541/status/2109249614733824207"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs pretty terrible experience :-/. said i got the code but messages keep getting rejected. messy onboarding too.", "link": "https://twitter.com/105614067/status/2111267944152068420"}]}}, "connect.coverage": {"praise": 27, "complaint": 29, "n": 56, "weighted": {"praise": 24.14, "complaint": 26.45}, "praiseShare": 48.2, "ci95": [35.7, 61.0], "regard": 0.4595, "regardCi95": [0.429, 0.487], "salience": 3.5, "receipts": {"praise": [{"date": "2026-10-13", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@hark_labs pretty slick! hooks up to tally via api key to show workout history. [link]", "link": "https://twitter.com/2832186672/status/2110151812917625147"}, {"date": "2026-10-12", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "my current favourite thing about @hark_labs: i can connect multiple inboxes. my plumbing business and my ai startup emails, all in one place.\nhark team, keep an eye out for my application 👀\nsent from hark", "link": "https://twitter.com/1473129730731757571/status/2109513772851159298"}, {"date": "2026-10-12", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "connected my @hark_labs to @agentmail to send me daily summaries of my sleep, my overall health, and my calories consumed alongside my biomarkers using the @ultrahumanhq api. bloody diabolical.", "link": "https://twitter.com/1260953194743705601/status/2109660114894606356"}], "complaint": [{"date": "2026-10-17", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "can't and clean up yahoo mail, canvas instructure for college. can't connect to most banking apps or services like water bills and electricity bills to optimize them either.", "link": "https://play.google.com/store/apps/details?id=com.hark.android"}, {"date": "2026-10-16", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "the biggest drawback to personal agents like @muse, @bot and @hark_labs is that they can't orchestrate my codex sessions where the majority of my work lives.\nthe biggest drawback to @openai dots is that, for some reason, they can't either. 🤷♂️ [link]", "link": "https://twitter.com/2034456689345486848/status/2111116764788437332"}, {"date": "2026-10-12", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@julius_vu @signalnoise8020 @hark_labs i've had opposite issues with hark vs grok bot. hark isn't able to connect to quickbooks online. that's a huge issue.", "link": "https://twitter.com/110924175/status/2109511443263750368"}]}}, "connect.account_link": {"praise": 16, "complaint": 48, "n": 64, "weighted": {"praise": 14.73, "complaint": 44.66}, "praiseShare": 25.0, "ci95": [16.0, 36.8], "regard": 0.5276, "regardCi95": [0.488, 0.572], "salience": 4.1, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@hark_labs i’m really liking your interface, especially how it handles credentials inputs", "link": "https://twitter.com/1439421/status/2111243212975223275"}, {"date": "2026-10-14", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@lissimore1 @hark_labs it being able to actually connect to multiple google/gmail accounts at once is great. the fact claude's native connector is still single account is baffling to me", "link": "https://twitter.com/1573303837275865089/status/2110350314033275288"}, {"date": "2026-10-14", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "what a madness it has been to meet @hark_labs. i had never been able to use agents before.. for some reason with hark everything flows as accounts connect and deepen. congrats and looking forward to what is coming.", "link": "https://twitter.com/289143394/status/2110423784675221799"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs doesn’t work with google sign attached to doordash. it’s asked for my two step verification code four times now", "link": "https://twitter.com/1480243370798764040/status/2111276282042319126"}, {"date": "2026-10-16", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@traviscurnutte @hark_labs mine was a horrible experience trying to login to doordash through its own browser for like 20 min, including locking me out of my gmail for trying too many times. so there’s that", "link": "https://twitter.com/1577435599757271048/status/2111242357987234220"}, {"date": "2026-10-15", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "hi @hark_labs, your agent couldn’t sign me in to linkedin, can you solve this please ? [link]", "link": "https://twitter.com/1976479003344093184/status/2110635277173809291"}]}}, "connect.site_blocking": {"praise": 8, "complaint": 30, "n": 38, "weighted": {"praise": 6.89, "complaint": 27.45}, "praiseShare": 21.1, "ci95": [11.1, 36.3], "regard": 0.499, "regardCi95": [0.472, 0.531], "salience": 2.4, "receipts": {"praise": [{"date": "2026-10-12", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "both @muse and @instinct got blocked when asked to search on @amazon with their unauthorized ai agent notice but @hark_labs didn't! great work @adcock_brett and team 🙌", "link": "https://twitter.com/109395270/status/2109449261792567583"}, {"date": "2026-10-12", "source": "YouTube", "community": "Hark Pro First Impressions: The Best AI Assistant I've Used", "polarity": "praise", "text": "so far, it’s a lot better than instinct at evading bot detection, and it also hasn’t been cut off from amazon yet", "link": "https://www.youtube.com/watch?v=F18LWZI_-UA&lc=UgxnvJLAk3BQ7_cJwHR4AaABAg.Abqbz6VDj_AAbqqDuTlS7N"}, {"date": "2026-10-09", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "i just watched @hark_labs solve a captcha problem in front of my own eyes… 👀 👀 👀 @adcock_brett gyatt y’all are on fire. have not seen a single other bot do this yet. most won’t even try [link]", "link": "https://twitter.com/18841851/status/2108626732123066671"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs doordash is rate limiting sign in's from the ip 😱😱😱", "link": "https://twitter.com/2629244664/status/2111235175879160256"}, {"date": "2026-10-13", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "when @hark_labs gets good with captcha, i'll come back. man, it's frustrating and unusable.", "link": "https://twitter.com/2094102867330174976/status/2110067411957207246"}, {"date": "2026-10-13", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@joelatone @hark_labs i will… if they fix some bothering stuff like handling sign ins and sign ups. it’s been a total headache to sign into my accounts due to multiple security checks hark cannot pass.", "link": "https://twitter.com/1148534535841374208/status/2110134324989214843"}]}}, "connect.local_device": {"praise": 2, "complaint": 10, "n": 12, "weighted": {"praise": 2.0, "complaint": 9.36}, "praiseShare": 16.7, "ci95": [4.7, 44.8], "regard": 0.4763, "regardCi95": [0.458, 0.492], "salience": 0.8, "receipts": {"praise": [{"date": "2026-10-13", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@pablothethinker @hark_labs interesting point, yeah i was using it a lot too with brains across my notion, some apis from figma jev and even a 3d modeler installed in my pc but connected with hark via cloudflare; it feels amazing the \"no limit\" sensation that hark gives you with things. bravo! @hark_labs", "link": "https://twitter.com/1505918288295088130/status/2109849325685661876"}], "complaint": [{"date": "2026-10-11", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs hey. great work guys. using it for animation. everything is great but this is such a huge bottle neck, have to circumvent and retrieve downloads for it every few minutes. give it access to downloads please. the strategies it pointed out failed [link]", "link": "https://twitter.com/727938930235064322/status/2109190820201189558"}, {"date": "2026-10-11", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "while i’m loving many aspects of @hark_labs ai - one major disadvantage and disappointment is its apparent inability to read files on the hard drive. for this i have to use @bot", "link": "https://twitter.com/1519542211376869376/status/2109399264396972046"}, {"date": "2026-10-17", "source": "Play Store", "community": "Play Store", "polarity": "complaint", "text": "feels creepy with all of the account information it wants. dozens of integrations, but not the right ones for me, and you can't add your own out of the thousands that should be available with the standard mcp integration method. also it doesn't properly register/work as a digital assistant app with android, so it's just an app, not a true android assistant. between those two major issues, it's not actually useful for anything much at all.", "link": "https://play.google.com/store/apps/details?id=com.hark.android"}]}}, "connect.file_transfer": {"praise": 0, "complaint": 6, "n": 6, "weighted": {"praise": 0.0, "complaint": 5.2}, "praiseShare": 0.0, "ci95": [0.0, 39.0], "regard": 0.4908, "regardCi95": [0.483, 0.497], "salience": 0.4, "receipts": {"praise": [], "complaint": [{"date": "2026-10-10", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs fuck! praised them and i can no longer access my files (lost access to storage at their cloud computer). wth, @hark_labs ?", "link": "https://twitter.com/1887377119833198592/status/2108791726521647542"}]}}, "ask.channel": {"praise": 4, "complaint": 6, "n": 10, "weighted": {"praise": 3.36, "complaint": 5.52}, "praiseShare": 40.0, "ci95": [16.8, 68.7], "regard": 0.4835, "regardCi95": [0.464, 0.501], "salience": 0.6, "receipts": {"praise": [], "complaint": []}}, "ask.voice": {"praise": 2, "complaint": 29, "n": 31, "weighted": {"praise": 2.0, "complaint": 25.82}, "praiseShare": 6.5, "ci95": [1.8, 20.7], "regard": 0.4586, "regardCi95": [0.441, 0.477], "salience": 2.0, "receipts": {"praise": [{"date": "2026-10-15", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "it's user-friendly. it makes suggestions in advance. could it be that the background represents the weather and time? it's even better that it can now have voice conversations.", "link": "https://play.google.com/store/apps/details?id=com.hark.android"}], "complaint": [{"date": "2026-10-11", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@adcock_brett please make the voice transcription of the @hark_labs better. it is worse than the ios default voice typing atp", "link": "https://twitter.com/1086658166161584129/status/2109080830765375565"}, {"date": "2026-10-13", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@adcock_brett @ricosystems @hark_labs computer use and voice are the 2 things holding me back from going all in with hark for assistant.", "link": "https://twitter.com/1891728608210690049/status/2109881752478998540"}, {"date": "2026-10-11", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@scobleizer @hark_labs it is friendly, but no personality customization and no voice makes it a hard sell.", "link": "https://twitter.com/617640165/status/2109190170960670766"}]}}, "ask.conversation": {"praise": 15, "complaint": 7, "n": 22, "weighted": {"praise": 13.57, "complaint": 6.2}, "praiseShare": 68.2, "ci95": [47.3, 83.6], "regard": 0.5285, "regardCi95": [0.506, 0.55], "salience": 1.4, "receipts": {"praise": [{"date": "2026-10-06", "source": "YouTube", "community": "Hark is a MIND BLOWING AI Agent you need to try", "polarity": "praise", "text": "been using instinct ai and grok bot.. but i have to say hark pro³ is crazy good. i love the focused chat tab while also having home and project tabs..", "link": "https://www.youtube.com/watch?v=aL_WMpJB2iY&lc=UgwMDlEf5sao-sq7ZcN4AaABAg"}, {"date": "2026-10-13", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "exactly, and the flow of it within the chat alongside the project folders allows for multiple instances of hark all working to the goals given to them on their own path. \nhark agent now is just a chatting interface experience, but it's evolution as well the hark handoff model under the hood shall rival the bigger ones soon.", "link": "https://twitter.com/1850072330929635328/status/2109852141078696002"}, {"date": "2026-10-08", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "polarity": "praise", "text": "30 hours with hark pro and i still like it, but don’t see it displacing grok or chatgpt - the single chat window and memory seem the killer feature", "link": "https://twitter.com/1466233153786363904/status/2107996458578284736"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@abidur_c @hark_labs i love the background for the main chat, but projects should get a different look and have assignable backgrounds. i keep going back to the app with a general request and it’s still in a projects page and i send it there by mistake.", "link": "https://twitter.com/98923477/status/2110322377108123838"}]}}, "ask.speed": {"praise": 37, "complaint": 38, "n": 75, "weighted": {"praise": 33.02, "complaint": 36.89}, "praiseShare": 49.3, "ci95": [38.3, 60.4], "regard": 0.4918, "regardCi95": [0.461, 0.52], "salience": 4.7, "receipts": {"praise": [{"date": "2026-10-12", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "wow @hark_labs is impressive \nfirst time trying a personal agent and it already saved me 30 min \nincredibly fast !! [link]", "link": "https://twitter.com/2042187467596451842/status/2109694204922200277"}, {"date": "2026-10-12", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "the browsing speed of @openai #dots is so bad compared to @hark_labs . even @bot @grok is so slow . i dont understand why", "link": "https://twitter.com/247897240/status/2109734281694384238"}, {"date": "2026-10-12", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "polarity": "praise", "text": "i really like @cueagents, it had a nice charm to it! and it's quite capable. but it is slower at tasks than grok bot and hark pro (tested). would like to see speed improvements particularly to how it uses its browser [link]", "link": "https://twitter.com/2108261841109499904/status/2109552103177834630"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs this is going real bad.\nreal bad.\ntrying to see if this works for me then send some to family.\nman this is like…uhhhh….laggy and slow.", "link": "https://twitter.com/1355291616718815232/status/2111257671005266061"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs welp it took about 10x longer than it would have to just order myself, but i appreciate the free dinner. incredible marketing nonetheless [link]", "link": "https://twitter.com/1446597771235106827/status/2111270201480159577"}, {"date": "2026-10-16", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@adcock_brett @altharbor @hark_labs having the same issue. even typing a message runs on a massive delay on safari.", "link": "https://twitter.com/98923477/status/2111144877627244934"}]}}, "ask.app_client": {"praise": 88, "complaint": 40, "n": 128, "weighted": {"praise": 78.93, "complaint": 36.5}, "praiseShare": 68.8, "ci95": [60.3, 76.1], "regard": 0.6844, "regardCi95": [0.65, 0.716], "salience": 8.1, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "finally tried out @hark_labs. \ni can tell they put a lot of time into ux/ui. not bad.", "link": "https://twitter.com/1475821518596751364/status/2111794821262106970"}, {"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "something essential is missing in grok @bot: visualization... it's too textual. @hark_labs and its \"cards\" or @chatgpt and its \"intelligent ui\" are great for that. the user needs that!", "link": "https://twitter.com/11801352/status/2111821019728244785"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "i was wrong to criticize @hark_labs as another agent product. best ios interface.\nthe only thing is, i’m reminded how much i don’t want interfaces for services. i want to text an agent and abstract everything away. every company a warehouse.", "link": "https://twitter.com/2026674274829025280/status/2111249865258971529"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs hark thinks the just installed hark android app is a mobile browser, and is now unresponsive.", "link": "https://twitter.com/16659187/status/2111262979429675336"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs i got pizza but idk if the promo applied the app is too buggy 😭😭😭", "link": "https://twitter.com/45922319/status/2111269886165201244"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs i knew it was total bs but i still downloaded your poorly optimized app and went with it. give me back my 10 minutes! [link]", "link": "https://twitter.com/1195983673251766272/status/2111289316425248954"}]}}, "ask.persona": {"praise": 25, "complaint": 6, "n": 31, "weighted": {"praise": 21.82, "complaint": 5.2}, "praiseShare": 80.6, "ci95": [63.7, 90.8], "regard": 0.5044, "regardCi95": [0.479, 0.529], "salience": 2.0, "receipts": {"praise": [{"date": "2026-10-10", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@elonmusk @teslasi another thing i like about @hark_labs is it doesn't refer to itself as \"super intelligence\"", "link": "https://twitter.com/2825201768/status/2109009945932812394"}, {"date": "2026-10-07", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@hark_labs it’s so human \nway more human than chatgpt or claude", "link": "https://twitter.com/1673275667008331778/status/2107701784844136480"}, {"date": "2026-10-15", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "the best ai so far, almost with zero errors, incredible natural writing!", "link": "https://play.google.com/store/apps/details?id=com.hark.android"}], "complaint": [{"date": "2026-10-07", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "unfortunately hark from @hark_labs is just another woke bot. \nnice clean ux and ui but too many genders. \nbye 👋 [link] [link]", "link": "https://twitter.com/1433197178068033538/status/2107855901592044003"}, {"date": "2026-10-07", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs way too many genders. \nthis is another woke-bot 👎👎 [link]", "link": "https://twitter.com/1433197178068033538/status/2107858253329932666"}, {"date": "2026-10-11", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@scobleizer @hark_labs it is friendly, but no personality customization and no voice makes it a hard sell.", "link": "https://twitter.com/617640165/status/2109190170960670766"}]}}, "act.email": {"praise": 62, "complaint": 1, "n": 63, "weighted": {"praise": 55.48, "complaint": 1.0}, "praiseShare": 98.4, "ci95": [91.5, 99.7], "regard": 0.553, "regardCi95": [0.521, 0.577], "salience": 4.0, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@hark_labs is awesome, i'm building a new software platform for the travel industry, i got hark to automate my full email flow. initial email to golf courses, auto replies, uploading and sorting the images and data to google drive all in names folders. will save hour!! ❤️", "link": "https://twitter.com/122164995/status/2111715758103547958"}, {"date": "2026-10-12", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "this app is a wonderful must-have in this new ai generation it can basically do every day stuff like reading emails for you and others its a perfect fit for the lazy... like me🥹", "link": "https://play.google.com/store/apps/details?id=com.hark.android"}, {"date": "2026-10-11", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "polarity": "praise", "text": "you might think that it's a common \"unsub from newsletters\" job but there are 2 things which stands out for hark pro.\n1) it differentiates promo emails from bills; and\n2) it offers the option to retain sgcarmart for me as it knows i'm car hunting.\ntry it out and let it amaze you.", "link": "https://twitter.com/255005529/status/2109099719977054230"}], "complaint": []}}, "act.calendar": {"praise": 12, "complaint": 0, "n": 12, "weighted": {"praise": 11.05, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [75.7, 100.0], "regard": 0.5143, "regardCi95": [0.507, 0.523], "salience": 0.8, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@hark_labs @adcock_brett she's using gmail for the first time and emails me updates to keep me in the loop. hark keeps her calendar up to date so she always knows her schedule.\nshe even tells hark what her kids like and it helps her find birthday presents.", "link": "https://twitter.com/2051987678330249216/status/2111108051398738312"}, {"date": "2026-10-11", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@mags_official24 @hark_labs not yet publicly. what i've run it against myself: sota-class on the day-to-day - scheduling, cross-app lookups, multi-step plans. i hold off calling it benchmarked until they publish a suite. the fact they aren't racing to post a leaderboard number is the feature.", "link": "https://twitter.com/2109206569963384832/status/2109370054160900132"}, {"date": "2026-10-07", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@hark_labs is really good. i have it converting my calendar to a card with tappable links to info and nav.\nthis morning it gave a list of gifts to pick from for a wedding on friday. \nit gave me a shopping list of paint samples i need to pick up with the hub number and a tappable link to the paint store. \nthe home tab is such a killer feature.", "link": "https://twitter.com/1822280911674638336/status/2107806018486833355"}], "complaint": []}}, "act.reservations": {"praise": 52, "complaint": 4, "n": 56, "weighted": {"praise": 46.59, "complaint": 3.52}, "praiseShare": 92.9, "ci95": [83.0, 97.2], "regard": 0.5238, "regardCi95": [0.485, 0.555], "salience": 3.5, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@adcock_brett fun launch. enjoyed my 2am pizza. \nthen hark booked me tix to an event in florida next week. thanks @hark_labs", "link": "https://twitter.com/1348423958954188803/status/2111668867785191748"}, {"date": "2026-10-13", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "the initial experience is very good. it even manages to make reservations on korean sites quite well.", "link": "https://play.google.com/store/apps/details?id=com.hark.android"}, {"date": "2026-10-12", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "thanks @adcock_brett and @hark_labs for hark. saved me from waiting over a month on swapping winter tires when costco was booking past nov. 21. we literally got a last minute cancellation spot same day the snow started to fall. wife is happy. [link]", "link": "https://twitter.com/932454097/status/2109722298072936457"}], "complaint": [{"date": "2026-10-11", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "for some reason @hark_labs cant book tickets on the china eastern airlines.", "link": "https://twitter.com/2067060510592208896/status/2109320728264782091"}, {"date": "2026-10-08", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "tried to book an airport parking with @hark_labs - a total failure. [link]", "link": "https://twitter.com/3345012046/status/2108277477193793672"}, {"date": "2026-10-06", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "polarity": "complaint", "text": "@adcock_brett i had hark pro buy tickets for cinepolis and it failed miserably. :(\nstill, i will keep trying to see what interesting features i can get out of it.", "link": "https://twitter.com/6414712/status/2107571776863768700"}]}}, "act.shopping": {"praise": 103, "complaint": 75, "n": 178, "weighted": {"praise": 99.66, "complaint": 74.84}, "praiseShare": 57.9, "ci95": [50.5, 64.9], "regard": 0.2957, "regardCi95": [0.243, 0.346], "salience": 11.3, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@hark_labs shit worked. got a smaller pie to also get some beverages too.\nwow [link]", "link": "https://twitter.com/2095743155312467968/status/2111248013142401458"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@adcock_brett is now on my best list\n@hark_labs coming in handy with full hands off shopping via their app [link]", "link": "https://twitter.com/1258651448608460800/status/2111251267175760180"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@adcock_brett thank you @hark_labs for buying my pizza. 🍕 @adcock_brett [link]", "link": "https://twitter.com/2101865426556760064/status/2111256457400242317"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs the checkout timed out after multiple tries. could i just get a pizza. i've been on this app for an hour trying to get it working friday", "link": "https://twitter.com/15886870/status/2111845403381370949"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs @hark_labs i had high hopes! failed to order emailing support [link]", "link": "https://twitter.com/919348313211600896/status/2111246199479316605"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs couldn't get the pizza delivery to work but it did get me to finally download the app and start putting it to work.", "link": "https://twitter.com/1587164847107629056/status/2111247030127362082"}]}}, "act.admin": {"praise": 96, "complaint": 1, "n": 97, "weighted": {"praise": 85.98, "complaint": 0.84}, "praiseShare": 99.0, "ci95": [94.4, 99.8], "regard": 0.5612, "regardCi95": [0.491, 0.602], "salience": 6.1, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "moved recently. asked hark what else needed my new address.\nit signed into the dmv, found my old address, and filed the change. 2 min. i never opened a browser.\nthis is what @hark_labs is for. [link]", "link": "https://twitter.com/46636556/status/2111886123815563766"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "thanks, @hark_labs 🍕\nfunny story… i got the wrong order! but it was the restaurant's mistake.\nusually a huge pain to fix. instead, i gave hark a photo and told it “wrong order”. i had a refund in 20 minutes! [link]", "link": "https://twitter.com/1861448003367903234/status/2111271561919615002"}, {"date": "2026-10-14", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "hark @hark_labs moved my whole notion workspace into google drive in about 1 hour. thousands of docs, every internal link still working, images back in place. i just talked to it on my phone. genuinely impressed. hats off @adcock_brett 👏", "link": "https://twitter.com/1556617267936370691/status/2110341797104746817"}], "complaint": [{"date": "2026-10-11", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "my @bot just found and submitted requests for unclaimed property. i tried @hark_labs first and it had no way to submit personal information through a secure form. @bot wins this round.", "link": "https://twitter.com/107265181/status/2109336288185012725"}]}}, "act.finance": {"praise": 32, "complaint": 0, "n": 32, "weighted": {"praise": 28.98, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [89.3, 100.0], "regard": 0.5357, "regardCi95": [0.524, 0.548], "salience": 2.0, "receipts": {"praise": [{"date": "2026-10-13", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@davidpawlan @hark_labs i have hark managing a panel for my kids high school grades, favorite nfl football team - go 49ers! i also have it managing my financial budget. hark &gt; dots &gt; muse", "link": "https://twitter.com/15337180/status/2110107295564910919"}, {"date": "2026-10-12", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "i dont look at my bank apps anymore thanks to @hark_labs \nthis updates in minutes btw [link]", "link": "https://twitter.com/1679785960953741312/status/2109765342922969377"}, {"date": "2026-10-11", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "wow @hark_labs, hark just saved me many thousands of dollars. it found a series of paypal charges that i wasn't aware of due to login issues with another email. each one was over $100 and there were easily 15 charges. wow!", "link": "https://twitter.com/2825201768/status/2109304615082889603"}], "complaint": []}}, "act.research": {"praise": 72, "complaint": 1, "n": 73, "weighted": {"praise": 66.11, "complaint": 0.84}, "praiseShare": 98.6, "ci95": [92.6, 99.8], "regard": 0.5565, "regardCi95": [0.515, 0.586], "salience": 4.6, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@ricosystems @hark_labs it will go into your linkedin \nmake changes \npost documents to it etc \nnice b to b case \nit’s great at looking up contacts, potential clients \netc and sorting", "link": "https://twitter.com/2060900154178428928/status/2110970256399192387"}, {"date": "2026-10-16", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@therigger33 @hark_labs it did a great job at finding employees in a company i was researching.", "link": "https://twitter.com/1951877377039929345/status/2110970700404228517"}, {"date": "2026-10-16", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@ricosystems @hark_labs i’ve been doing nationwide specific searches \nbuyers for a niche but large volume product \nit’s damn near brilliant", "link": "https://twitter.com/2060900154178428928/status/2110973511569199173"}], "complaint": []}}, "act.build": {"praise": 65, "complaint": 0, "n": 65, "weighted": {"praise": 60.23, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [94.4, 100.0], "regard": 0.5721, "regardCi95": [0.557, 0.586], "salience": 4.1, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "i don't know what model is @hark_labs using. but this is decent ngl. \nsolar system in a single html file. [link]", "link": "https://twitter.com/2097323326993465344/status/2111882915701461246"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@adcock_brett [link]\nmy first ever vibe coding retro game created with @hark_labs zero coding experience. just said what i wanted and it made it! \nastonished at what this has done for me sofar .. \n@adcock_brett", "link": "https://twitter.com/39055203/status/2111529451318333573"}, {"date": "2026-10-16", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@adcock_brett man, i love it. @hark_labs + @factoryai is my perfect combo. the perfect ai agent that work and manage sessions on the most valuable ai soft engineering platform that i ever use. @adcock_brett what can beat that combo? 😅", "link": "https://twitter.com/2097323326993465344/status/2111222984522289618"}], "complaint": []}}, "act.content": {"praise": 61, "complaint": 5, "n": 66, "weighted": {"praise": 55.59, "complaint": 4.36}, "praiseShare": 92.4, "ci95": [83.5, 96.7], "regard": 0.5392, "regardCi95": [0.504, 0.567], "salience": 4.2, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@hark_labs i'll do another monthly reset to make sure hark keeps managing my social media accounts properly. i can't live without it now - it gets me 3,000-10,000 views every day", "link": "https://twitter.com/2028057710764462080/status/2111304877255311836"}, {"date": "2026-10-15", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@hark_labs i frequently use kark to help me summarize product workflows or design documents in html format—it’s truly excellent.", "link": "https://twitter.com/371040966/status/2110584661563019573"}, {"date": "2026-10-14", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@baronvwilmer @hark_labs that globe looks so clean... adding the coliseum with your own photos would make it feel like a real travel diary. hark has honestly made getting things done feel easy for me, i made a full video ad for my app last night without opening an editing app 😅", "link": "https://twitter.com/1318149351345147907/status/2110170151433683270"}], "complaint": []}}, "act.outreach": {"praise": 27, "complaint": 4, "n": 31, "weighted": {"praise": 25.25, "complaint": 4.0}, "praiseShare": 87.1, "ci95": [71.1, 94.9], "regard": 0.5038, "regardCi95": [0.471, 0.532], "salience": 2.0, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@vigstar1 @hark_labs it contacted support for me and almost instantly refunded me. +i still got my pizza.", "link": "https://twitter.com/1867284562683772928/status/2111578448909242480"}, {"date": "2026-10-15", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@hark_labs helped me send 400+ emails for outreach with a hackathon", "link": "https://twitter.com/2095743155312467968/status/2110554566551085122"}, {"date": "2026-10-13", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "786 cold leads in 7 days. london doctors, sa law firms. solo founder in durban, no sales team.\n@hark_labs did the research, built the trackers, wrote the pitches and runs follow-ups.\nreal spreadsheets, contacts blurred.\n@adcock_brett this is a one-person company now. [link]", "link": "https://twitter.com/2782232356/status/2110083624699609551"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs still can't use the agent to send messages to my teammates.", "link": "https://twitter.com/1571938295625531394/status/2110353096371057068"}]}}, "act.computer_use": {"praise": 52, "complaint": 14, "n": 66, "weighted": {"praise": 47.55, "complaint": 12.41}, "praiseShare": 78.8, "ci95": [67.5, 86.9], "regard": 0.5496, "regardCi95": [0.521, 0.576], "salience": 4.2, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "polarity": "praise", "text": "@adcock_brett well deserved! fhc has tried a lot of agents, and hark pro is hands down the best browser-use agent our team has worked with 🙌", "link": "https://twitter.com/1312742813717549058/status/2111647385684418651"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "after spending some time with hark, i can say it's the best browser computer-use agent i've ever used. hats off to @adcock_brett and the @hark_labs team, truly impressive! fhc hopes to keep working with it and explore even more 🚀 [link]", "link": "https://twitter.com/1312742813717549058/status/2111305523656265890"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@hark_labs this is actually insane watching an llm read and navigate and use a browser live.", "link": "https://twitter.com/1348423958954188803/status/2111331142129365443"}], "complaint": [{"date": "2026-10-08", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs but, tasked with building a \"stocking stuffer list\" on amazon took over an hour with hark, but 3 minutes with grok so the computer use is much, much slower.", "link": "https://twitter.com/2034459259874783232/status/2108186105732374943"}, {"date": "2026-10-07", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@kevskgs @daltschu1 @huymnguyen_ @hark_labs @muse ? muse has identical ui to harm with the computer use terminal being in chat. it's also faster? looking at the video clip hark is not particularly fast at computer use and is taking around 5s per action", "link": "https://twitter.com/894557361490329600/status/2107688667942916303"}, {"date": "2026-10-07", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@kevskgs @hark_labs @muse bro. the browser cant open a fckn calculator", "link": "https://twitter.com/1352480555699494915/status/2107827181606801685"}]}}, "act.stops_short": {"praise": 45, "complaint": 20, "n": 65, "weighted": {"praise": 40.07, "complaint": 18.41}, "praiseShare": 69.2, "ci95": [57.2, 79.1], "regard": 0.5377, "regardCi95": [0.511, 0.567], "salience": 4.1, "receipts": {"praise": [{"date": "2026-10-13", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@aliansarinik @hark_labs @openai i absolutely think hark completes tasks very well, stronger than several other personal assistant agents.", "link": "https://twitter.com/1980193143036530688/status/2109937956152868870"}, {"date": "2026-10-10", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@markjenney @mustafa_2vec @prit4k @hark_labs i also found that hark can complete tasks better than muse.", "link": "https://twitter.com/1980193143036530688/status/2108783944569405861"}, {"date": "2026-10-08", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "i agree with mark. @hark_labs has blown my mind with how it's able to seamlessly do things for me so i can focus on other things. [link]", "link": "https://twitter.com/148829013/status/2108025423103738059"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs it never worked. the agent said to reach out to support.", "link": "https://twitter.com/1684007057555431425/status/2111251844215292103"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@chrisgpt @hark_labs yes, same happened to me, i got the manual check, and i just opened doordash myself and finished the order", "link": "https://twitter.com/1681021708923465728/status/2111276878707195930"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs your bot told me last minute it ran into a snag and couldn’t do it", "link": "https://twitter.com/2961936246/status/2111285059219255453"}]}}, "act.false_reports": {"praise": 1, "complaint": 18, "n": 19, "weighted": {"praise": 0.84, "complaint": 17.52}, "praiseShare": 5.3, "ci95": [0.9, 24.6], "regard": 0.5251, "regardCi95": [0.471, 0.634], "salience": 1.2, "receipts": {"praise": [], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@ehog @hark_labs exact same thing happened to me. i asked multiple times. it said the card would apply at check out. [link]", "link": "https://twitter.com/1866984741670440961/status/2111251352425058625"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs hark said it's locked it but the gift card failed [link]", "link": "https://twitter.com/1988715944638820353/status/2111276182801158397"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs it charged my card yet said it was all fine and dandy", "link": "https://twitter.com/1812326566686294016/status/2111319965982736569"}]}}, "act.accuracy": {"praise": 23, "complaint": 16, "n": 39, "weighted": {"praise": 20.77, "complaint": 14.57}, "praiseShare": 59.0, "ci95": [43.4, 72.9], "regard": 0.5467, "regardCi95": [0.521, 0.577], "salience": 2.5, "receipts": {"praise": [{"date": "2026-10-09", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@adcock_brett @hark_labs i literally couldn’t believe it when i saw it slide the correct one over in place. i wish i would’ve taken a video but figured i’d screenshot it real quick 🤯", "link": "https://twitter.com/18841851/status/2108662365990662265"}, {"date": "2026-10-08", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "just started using it but so far it seems pretty useful and accurate in its actions. can’t wait to buy the figure robot next.", "link": "https://apps.apple.com/us/app/hark-pro/id6772362941"}, {"date": "2026-10-15", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "polarity": "praise", "text": "@vintagevandy sick. i just started using hark (ai agent that is blowing my mind) to list for me. i just send it the photos and it does the rest. so far very accurate too", "link": "https://twitter.com/1723054826651557888/status/2110747386788098533"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@rickymay @unkn0wnenby @adcock_brett @hark_labs if it makes you feel any better hark just lost me £400 this week because of it hallucinating", "link": "https://twitter.com/1539623888178626560/status/2111452270021775476"}, {"date": "2026-10-10", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs found my inbox and, says u have got beta access of @theworldlabs wanna try it out? i said sure\nit went hunting for room photos and pulled images.\none thing i noticed though: in a single-image test, the face changed and looked more east asian than my input 🤔 [link]", "link": "https://twitter.com/1796569792733691904/status/2109023113883394136"}, {"date": "2026-10-09", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@theavgcoder @hark_labs its okay, for me i literally told it to go in notion and make a page called shopping list, it did it, but spelt it hsopping list then tried to correct its error and typed hsopping list again beside its original mistake on the same line [link]", "link": "https://twitter.com/2077943910547013633/status/2108678406820987260"}]}}, "act.instructions": {"praise": 18, "complaint": 12, "n": 30, "weighted": {"praise": 16.25, "complaint": 11.36}, "praiseShare": 60.0, "ci95": [42.3, 75.4], "regard": 0.5284, "regardCi95": [0.504, 0.554], "salience": 1.9, "receipts": {"praise": [{"date": "2026-10-12", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "i’ve tried lots of ai tools, agents, and coding assistants, but i can see @hark_labs becoming a top 3 ai very soon. been using it for a couple of days and i’m genuinely impressed. no need for perfect prompts, it just gets what you mean and gets it done asap i am impressed guys 👏", "link": "https://twitter.com/1999450673977655303/status/2109717808292692089"}, {"date": "2026-10-12", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "it really feels like an assistant and understood very well what i ask of it! i love it, keep it up!", "link": "https://apps.apple.com/ar/app/hark-pro/id6772362941"}, {"date": "2026-10-10", "source": "YouTube", "community": "Hark AI Pro is Impressive! Automate Your Life", "polarity": "praise", "text": "i am using hark pro since yesterday and i am loving it. i think i am going to stop using all the other ais which have to be prompted for each and everything and even after that those ai's are hallucinating a lot. but not this one. i hope it continues to be like this.", "link": "https://www.youtube.com/watch?v=dE5u3-E1HkI&lc=Ugym5hU3wvQefhh6EhZ4AaABAg"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@vigstar1 @hark_labs 50m and 3 attempts to change my google password stopped in the nick of time", "link": "https://twitter.com/23488482/status/2111287251628093871"}, {"date": "2026-10-13", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs @davidpawlan hark refused to execute my instructions !! is that normal ?", "link": "https://twitter.com/1473931808152637443/status/2110051000363155583"}, {"date": "2026-10-10", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@squidllee @hark_labs @adcock_brett @pbauren9 the first video it gives is always bad, i have to explain in details what i want.\njust open the audio &amp; talk away to it ex", "link": "https://twitter.com/1289980460244713473/status/2109067953136181304"}]}}, "auto.proactive": {"praise": 113, "complaint": 4, "n": 117, "weighted": {"praise": 102.18, "complaint": 3.84}, "praiseShare": 96.6, "ci95": [91.5, 98.7], "regard": 0.5994, "regardCi95": [0.57, 0.626], "salience": 7.4, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@harrykapoor19 @pranayraiii @hark_labs @adcock_brett tried both and loved both. hark is more pro active which is the biggest value unlock", "link": "https://twitter.com/1665023668395597826/status/2111870825695482285"}, {"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@hark_labs is really good\nit has been really productive for me. \nex: i was interested in a role and had saved it in linkedin, next day it sent me a notification saying there was an event for that company near me. i didn’t even ask. love it!", "link": "https://twitter.com/1294411806786691074/status/2111898136000229872"}, {"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@harrykapoor19 @hark_labs @adcock_brett on the waitlist for instinct. what's your experience been so far? hark is pro active, without being too intrusive.", "link": "https://twitter.com/3226833582/status/2111912770950369387"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs hark doesn’t need to become a separate method of managing emails and todos. messaging me with a todo list and when i should leave for an appointment and do this and do that can be nagging and micromanaging.", "link": "https://twitter.com/37080174/status/2110170177446850885"}, {"date": "2026-10-14", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@awilkinson @hark_labs @adcock_brett nope. i have muse and hark executing the same scheduled tasks and muse is surprisingly more proactive.", "link": "https://twitter.com/115585501/status/2110386787398934823"}]}}, "auto.routines": {"praise": 24, "complaint": 2, "n": 26, "weighted": {"praise": 22.25, "complaint": 2.0}, "praiseShare": 92.3, "ci95": [75.9, 97.9], "regard": 0.5188, "regardCi95": [0.494, 0.538], "salience": 1.6, "receipts": {"praise": [{"date": "2026-10-11", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "since @hark_labs release,\nit's managing my x account from daily posts, likes, replies in free.\nx-growth-tools are cooked", "link": "https://twitter.com/2091927375600918528/status/2109171870746677530"}, {"date": "2026-10-09", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "hark dropping surprises every morning!\ni setup a project with one ask -\n “every morning at 7am surprise me with something you have done to get us closer to our goals”\nsimply @hark_labs feels like how ai should feel! [link]", "link": "https://twitter.com/1363622377180041225/status/2108441528515346667"}, {"date": "2026-10-09", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "i ran an agency for 5 years. this week i stopped needing one.\n@hark_labs revived my dead youtube channel at 3 am, rebuilt my instagram, edits my reels and sends my content plan at 9 every morning.\nthe shift isn't speed. it's dependence.\nhonest results only. [link]", "link": "https://twitter.com/337452461/status/2108510636330398053"}], "complaint": []}}, "auto.reminders": {"praise": 15, "complaint": 2, "n": 17, "weighted": {"praise": 13.57, "complaint": 2.0}, "praiseShare": 88.2, "ci95": [65.7, 96.7], "regard": 0.5084, "regardCi95": [0.488, 0.525], "salience": 1.1, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@hark_labs \nhark pro is a valuable tool; i can finally receive alerts when my flight simulator nears tod. i no longer need to remain at my computer for five hours 🥲🥲", "link": "https://twitter.com/1780684555411701760/status/2111503533304418403"}, {"date": "2026-10-10", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "overall, a great experience,i can even get the ai to notify me about things i've missed... this is really amazing. lots of features i can't wait to use", "link": "https://play.google.com/store/apps/details?id=com.hark.android"}, {"date": "2026-10-10", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "the app works very well as a personal assistant, helping you remember everyday things, and on top of that, they paid 5 dollars for the minute5 satisfaction survey in the hark chat!", "link": "https://play.google.com/store/apps/details?id=com.hark.android"}], "complaint": [{"date": "2026-10-17", "source": "App Store", "community": "App Store", "polarity": "complaint", "text": "terrible app ui. fake marketing and too intrusive with unlimited notifications.", "link": "https://apps.apple.com/us/app/hark-pro/id6772362941"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "i’m a big fan of what @adcock_brett is doing (including archer and figure), but using @hark_labs was just unbearable. \ni couldn’t get basic responses, delayed notifications, and a pizza bait that refused to work even after 2 hours\nbut this probably is just the beginning and i’m sure they have a lot to work on", "link": "https://twitter.com/1131253583658323968/status/2111527134955184557"}]}}, "auto.multi_agent": {"praise": 8, "complaint": 2, "n": 10, "weighted": {"praise": 7.52, "complaint": 2.0}, "praiseShare": 80.0, "ci95": [49.0, 94.3], "regard": 0.4997, "regardCi95": [0.481, 0.516], "salience": 0.6, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "pov, @hark_labs personal ai assistant working with company ai system to do work (that's what hf-... and \"the team\" is that it refers to). \nas i cruised thru saturday doing mostly family stuff. \nwhat a world!!!! [link]", "link": "https://twitter.com/14533621/status/2111579394628341890"}, {"date": "2026-10-08", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "crazy idea: i created a google doc and gave access to 3 ai agents (@hark_labs, @pally, and @noahrshinn) so they can chat and work together. they divided roles, reached agreements, and even chose a single leader and spokesperson to avoid duplicating messages. \n👇", "link": "https://twitter.com/31222014/status/2108030216010395873"}, {"date": "2026-10-08", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "crazy idea: i set up a google doc and gave access to 3 ai agents (@hark_labs, @pally, and @noahrshinn) so they could chat and work together.\nthey assigned roles, reached agreements, and even picked a single leader/spokesperson to avoid duplicating messages.\n👇", "link": "https://twitter.com/31222014/status/2108030907785355714"}], "complaint": []}}, "auto.cloud_env": {"praise": 11, "complaint": 10, "n": 21, "weighted": {"praise": 9.89, "complaint": 9.2}, "praiseShare": 52.4, "ci95": [32.4, 71.7], "regard": 0.4842, "regardCi95": [0.458, 0.505], "salience": 1.3, "receipts": {"praise": [{"date": "2026-10-09", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@hark_labs @bot hark runs in the background while i go about my business and notifies me when it’s finished and needs my input.\n🧵", "link": "https://twitter.com/966334777870577669/status/2108435816754118709"}, {"date": "2026-10-15", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "this is wild\ni let an ai agent run an ai software engineering platform.\ni had @hark_labs install @factoryai cli on its own computer, gave it my api key, and connected it to factory ai.\nnow hark autonomously operates droid to build software.\nan ai agent managing an ai software engineer.", "link": "https://twitter.com/2097323326993465344/status/2110696707948175747"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs @adcock_brett 49 vm crash in 2 days is crazy, can’t do any serious project with this. [link]", "link": "https://twitter.com/512082771/status/2110799621861646821"}, {"date": "2026-10-08", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs hark darling 💔 you broke my heart \ni am having a issue on the agent computer \nand my work has stopped due to that \nkindly fix that thing please 💔🥀😭😭 [link]", "link": "https://twitter.com/1995790260484407298/status/2108281091761353213"}, {"date": "2026-10-07", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs hark's vm doesn't have docker??? 🫣\nso, is hark for casual customers, not for developers?", "link": "https://twitter.com/966334777870577669/status/2107859225900614015"}]}}, "auto.memory": {"praise": 23, "complaint": 2, "n": 25, "weighted": {"praise": 21.09, "complaint": 1.84}, "praiseShare": 92.0, "ci95": [75.0, 97.8], "regard": 0.5323, "regardCi95": [0.514, 0.548], "salience": 1.6, "receipts": {"praise": [{"date": "2026-10-11", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@lunastorage @johndlloyd @vijarkohli @hark_labs any comments i have made about hark have nothing to do with personal financial interest and have everything to do with personal value i’ve received from using the product. best product i have ever used. genius level personal assistant with unlimited memory.", "link": "https://twitter.com/90803922/status/2109415593464279218"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "saturday plan: learn one tech skill this week, but you keep losing track? i give hark pro the goal and it builds a step-by-step plan i can keep in a project, with persistent memory so i don't repeat myself. 🧵 @hark_labs @adcock_brett", "link": "https://twitter.com/1747894128241774592/status/2111533042837643693"}, {"date": "2026-10-15", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "studying data analysis after work and drowning in tabs? i use hark pro to do the legwork: research, and tasks in its own secure browser (it calls it handoff). it keeps memory, so i don't re-explain my goals. 🧵 @hark_labs @adcock_brett", "link": "https://twitter.com/1747894128241774592/status/2110808676856643845"}], "complaint": []}}, "control.approval": {"praise": 21, "complaint": 16, "n": 37, "weighted": {"praise": 18.61, "complaint": 15.68}, "praiseShare": 56.8, "ci95": [40.9, 71.3], "regard": 0.5021, "regardCi95": [0.478, 0.526], "salience": 2.3, "receipts": {"praise": [{"date": "2026-10-12", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@paulopierrondi @aliansarinik @hark_labs @openai agreed, and it's the reason we trust hark with the real stuff: it shows a confirmation card before it pays anything. an agent that asks before spending is the only kind a finance person will let near a card.", "link": "https://twitter.com/2109206569963384832/status/2109596165935391049"}, {"date": "2026-10-12", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@paulopierrondi @aliansarinik @hark_labs @openai agreed. we run hark for flights, subscriptions, orders. every time it's about to pay, a confirmation card shows the item, the charge and the recipient. i approve or kill it. hark pro is free to try. if you're evaluating agents for production, run your own checkout through it.", "link": "https://twitter.com/2109206569963384832/status/2109609002732810389"}, {"date": "2026-10-16", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@hark_labs just watched @hark_labs add baggage to my flight tickets; managed to deal with email codes, ask me before payment, and send me my boarding pass.\nmagic.", "link": "https://twitter.com/1854787419851182080/status/2111107114508730612"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@adcock_brett @hark_labs confirmation card with a button to talk explicit action on a purchase is definitely needed, though. see first post. charged me and i hadn’t even finished the order.", "link": "https://twitter.com/752221173769904128/status/2111260538378617259"}, {"date": "2026-10-16", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs maybe a little too aggressive to fulfill the request. the gift card to doordash didn’t take and the bot still ordered the pizza anyway… [link]", "link": "https://twitter.com/1439421/status/2111245387864367120"}, {"date": "2026-10-15", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs changed password to an account w/o telling me. that was super helpful.", "link": "https://twitter.com/899091662391005184/status/2110574918580768856"}]}}, "control.visibility": {"praise": 13, "complaint": 8, "n": 21, "weighted": {"praise": 12.05, "complaint": 7.68}, "praiseShare": 61.9, "ci95": [40.9, 79.2], "regard": 0.5132, "regardCi95": [0.494, 0.531], "salience": 1.3, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@hark_labs not only is it fixed but a window popped up showing me a live stream of @hark_labs taking action in real time. super cool! thanks for the pizza guys! [link]", "link": "https://twitter.com/1532007138872147970/status/2111255341073928538"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@hark_labs just ordered. the magnifying glass on the detail of the page it is looking at is a nice touch on mobile.", "link": "https://twitter.com/21064539/status/2111299340333654286"}, {"date": "2026-10-13", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@davidpawlan @hark_labs totally agree, the app is really well designed and the ai is solid. \npanels work well to monitor tasks without having to prompt or scroll through chat", "link": "https://twitter.com/1786616919665295360/status/2110027440408121346"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@liminallysanti @hark_labs overall it was a clean experience! it was a bit confusing as the panel was being built as there wasn't clarity on the panel nor the chat as to the progress of build\nmaybe some settings/visual ability to see what's possible with the panels too?", "link": "https://twitter.com/1458759487/status/2110104529505014235"}, {"date": "2026-10-07", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "i don’t trish @hark_labs already. i think it comes down to how it responds and the word choices to state when it’s thinking. \nit does not assure me what it’s actually doing or accessing in the background.", "link": "https://twitter.com/3604943412/status/2107773524895257050"}]}}, "control.model": {"praise": 6, "complaint": 5, "n": 11, "weighted": {"praise": 5.36, "complaint": 4.52}, "praiseShare": 54.5, "ci95": [28.0, 78.7], "regard": 0.4991, "regardCi95": [0.486, 0.512], "salience": 0.7, "receipts": {"praise": [{"date": "2026-10-09", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "guys those who got @hark_labs pro 3x for free don't let it go to waste, this shit uses the best backend api models available!! it can make edits, it can code, it's sometimes even better than opus 5.5 medium!!! it might even be using fable unreleased model or 5.1\ndon't sleep on hark...", "link": "https://twitter.com/1389178840388313092/status/2108410730366300481"}, {"date": "2026-10-08", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "polarity": "praise", "text": "i exported my hark data and ran the numbers to see which models are actually doing the work.\nclaude opus 5.5 handled 63% of my 780 requests. add claude sonnet 5 and it's over 83%, routed across anthropic, openrouter, bedrock, cloudflare and google.\nthat's why hark pro feels this accurate and smooth. frontier sota models under the hood, with fallbacks across providers 🔥\n@hark_labs #ai #aiagents #hark #harkpro #claude", "link": "https://twitter.com/1991860005159817216/status/2108227501722112114"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs stop using gpt 3 in ur shitass wannabe agent app lmao this is hilarious. even 27b run locally doesnt make these mistakes [link]", "link": "https://twitter.com/1737356334922649600/status/2111284705425502289"}, {"date": "2026-10-07", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "polarity": "complaint", "text": "thanks to @yulmu_coffee, i am using hark pro well. i was also curious about what model you are using and if it is fine-tuned, what model it is based on, but you rarely tell me--", "link": "https://twitter.com/1815696491245436929/status/2107905012198465637"}, {"date": "2026-10-09", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs @bot 4. limited vm capabilities. no docker.\n5. it’s unclear which model is being used or what the benchmark results are. the quality seems decent, but i don’t have a full picture.", "link": "https://twitter.com/966334777870577669/status/2108435918390468820"}]}}, "control.customize": {"praise": 18, "complaint": 8, "n": 26, "weighted": {"praise": 16.41, "complaint": 6.89}, "praiseShare": 69.2, "ci95": [50.0, 83.5], "regard": 0.4993, "regardCi95": [0.476, 0.521], "salience": 1.6, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "really loving the custom panels in @hark_labs.\ni can now check my devin and codex usage, quotas, and reset times all in one place.\nno more jumping between apps just to check my limits.\nsuch a small feature, but genuinely useful. [link]", "link": "https://twitter.com/1679170287164698624/status/2110726036652798221"}, {"date": "2026-10-12", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@hark_labs has a \"create a panel\" feature which allows you to have panels displaying the important info you need.\na convenient feature, especially for me in sg who is under a bit of hazy issues. [link]", "link": "https://twitter.com/255005529/status/2109552048039661748"}, {"date": "2026-10-11", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "one of favorite parts about @hark_labs is how they generate custom ui/widgets based on my request. this seems like a logical future direction for even os customization [link]", "link": "https://twitter.com/25374393/status/2109334155452682532"}], "complaint": [{"date": "2026-10-09", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs \n\"hi, julie! yes, i’m sticking with hark. a name of my own would imply a closeness i can’t honestly live up to. ...\" \nwe grew up with robots that had names. even my 3-year-old has a stuffed animal named eric.\nyet in 2026, i can't even choose a name for my personal ai assistant?\npersonalization should be the user's choice.\ni've admired brett adcock's vision for years, but this is genuinely disappointing.\nlet users decide. 🖤", "link": "https://twitter.com/1979286249757126656/status/2108472374752358449"}, {"date": "2026-10-09", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "what bothers me even more is the response itself.\ni asked for a simple personalization option, not a lecture on human-ai relationships - let alone a philosophical correction referencing my own sci-fi series.\nnaming an ai doesn't mean mistaking it for a human.\nwhy not trust adults to make that distinction themselves? @adcock_brett", "link": "https://twitter.com/1979286249757126656/status/2108475812806602881"}]}}, "trust.data_use": {"praise": 5, "complaint": 33, "n": 38, "weighted": {"praise": 4.52, "complaint": 32.36}, "praiseShare": 13.2, "ci95": [5.8, 27.3], "regard": 0.4689, "regardCi95": [0.446, 0.491], "salience": 2.4, "receipts": {"praise": [{"date": "2026-10-11", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "polarity": "praise", "text": "so far the only ai agent i trust with my email is hark pro.\nit’s funny how meta muse pitch was similar on privacy, but don’t trust it that much. [link]", "link": "https://twitter.com/1475420948/status/2109258309312348579"}, {"date": "2026-10-07", "source": "App Store", "community": "App Store", "polarity": "praise", "text": "hark pro is way better than muse. the main selling point for me is my data is safe. if you are looking for a muse alternative cause you don’t trust meta, try hark.", "link": "https://apps.apple.com/us/app/hark-pro/id6772362941"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "omg it worked! 🤯 pizza delivered for free! no strings attached! no data taken / no gmail- no drama! thanks @adcock_brett and @hark_labs! [link] [link]", "link": "https://twitter.com/56455353/status/2111328419451376126"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs and what are you doing with all the data you stole during this \"bug\"?", "link": "https://twitter.com/37462633/status/2111262465053053379"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs thanks guys, what a great way to get more training data [link]", "link": "https://twitter.com/1565849297844846592/status/2111263829888000432"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs doesn’t work, but i guess you already collected my data so win-win, ehh?", "link": "https://twitter.com/2047664889896833024/status/2111268873269809542"}]}}, "trust.access_scope": {"praise": 8, "complaint": 29, "n": 37, "weighted": {"praise": 7.36, "complaint": 28.2}, "praiseShare": 21.6, "ci95": [11.4, 37.2], "regard": 0.479, "regardCi95": [0.456, 0.504], "salience": 2.3, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@theaaron @hark_labs you didn’t have to connect your mail accounts for this offer - i use @hark_labs a lot but haven’t given email access just yet. it said it just needed an email address to verify, not full connection. will see how my usage continues to go!", "link": "https://twitter.com/4843512883/status/2111564468584902751"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@theaaron @hark_labs onboarding is the checkbox ui for permissions with google. you have full control over the blast radius of your data you want to expose. the assumption is that people are stupid and just accept all t&amp;c's .. but its a literal checkbox. users granted that access by choice", "link": "https://twitter.com/2655605803/status/2111529537528062024"}, {"date": "2026-10-06", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@hark_labs spent a few hours with hark and now:\n- my 300+ newsletter subscriptions turn into an instant brief\n- it mashes unrelated newsletters into fresh client ideas \n- a half-baked chatgpt plan became a real project\nit also respects \"don't touch my personal inbox\" rare!", "link": "https://twitter.com/1556617267936370691/status/2107544349919592524"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs the craziest thing about this is that the connection to your google account remains even if you delete the app", "link": "https://twitter.com/2013271354854821888/status/2111616099858948359"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs this is not safe guys. this app is asking so much sensitive like data on google drive, email even passwords. its dangerous wasted my 1 hr", "link": "https://twitter.com/3502554193/status/2111269441992642792"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs so hark basically scams you and trys to get infinite permissions to your google account. fuck hark", "link": "https://twitter.com/86364019/status/2111280065829073178"}]}}, "trust.security": {"praise": 4, "complaint": 6, "n": 10, "weighted": {"praise": 3.84, "complaint": 5.68}, "praiseShare": 40.0, "ci95": [16.8, 68.7], "regard": 0.5033, "regardCi95": [0.488, 0.52], "salience": 0.6, "receipts": {"praise": [], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "nah fuck you. i had to enter my google account password into an unencrypted text field on the app, link all my google account data, and it failed to redeem the coupon at check out. then later i received a suspicious sign in attempt from google. mind you this was 10 mins after i did the complete sign in process to the hark app and in the agents browser. super sus. probably need to reset my google password now you assholes.", "link": "https://twitter.com/1913024952313548800/status/2111256089551597582"}]}}, "trust.refusals": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 1.0, "complaint": 1.0}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.5052, "regardCi95": [0.496, 0.521], "salience": 0.1, "receipts": {"praise": [{"date": "2026-10-17", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "no other agent is as capable as hark, it was able to push through things the other ones refused to execute", "link": "https://play.google.com/store/apps/details?id=com.hark.android"}], "complaint": []}}, "vendor.support": {"praise": 8, "complaint": 63, "n": 71, "weighted": {"praise": 7.84, "complaint": 60.93}, "praiseShare": 11.3, "ci95": [5.8, 20.7], "regard": 0.4998, "regardCi95": [0.454, 0.551], "salience": 4.5, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@rangersmjs @hark_labs i was sent by early this morning a replacement telegram gift card (for more than the cost of the pizza!)", "link": "https://twitter.com/1234109822389379075/status/2111693267175965167"}, {"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@honestmediagrp @hark_labs yes they emailed me a gift card worth more than the pizza by early am - write [email] and they’ll answer", "link": "https://twitter.com/1234109822389379075/status/2111693910900916507"}, {"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@rangersmjs @hark_labs yes they emailed me a gift card worth more than the pizza by early am - write [email] and they’ll answer", "link": "https://twitter.com/1234109822389379075/status/2111694104833020105"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs didn't work for me. \nhark chat said to contact support since the $30 was assigned to me and simply had to be settled by their team.\nemailed support. no response.", "link": "https://twitter.com/1637474996158185472/status/2111626954038259840"}, {"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs i never even got my pizza, said it was bug on your end, still watiing on contact from you guys", "link": "https://twitter.com/1824563635642884096/status/2111638141207458137"}, {"date": "2026-10-18", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@megan_dakini @hark_labs i have emailed them. multiple times. no response. been 2 days.", "link": "https://twitter.com/2041363464350846976/status/2111842213722464481"}]}}, "vendor.uptime": {"praise": 2, "complaint": 81, "n": 83, "weighted": {"praise": 1.84, "complaint": 75.91}, "praiseShare": 2.4, "ci95": [0.7, 8.4], "regard": 0.4271, "regardCi95": [0.403, 0.457], "salience": 5.3, "receipts": {"praise": [{"date": "2026-10-11", "source": "YouTube", "community": "Hark Pro vs Instinct AI: Which AI Assistant Should You Use?", "polarity": "praise", "text": "awesome to see other ppl love hark pro as much as i do. it is crazy reliable and one of the only ai assistants that i think is actually worth $100", "link": "https://www.youtube.com/watch?v=1GbZJyDGX_4&lc=UgwTJc0fPsTAnwkU47N4AaABAg"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs ok, this was when the post had less than 100 comments. it told me i'd get free pizza, just connect my gmail. once i did, it was down. [link]", "link": "https://twitter.com/2004702572297510913/status/2111245863255519737"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs looks like hark broke already 😂 help please 🙏🏽 [link]", "link": "https://twitter.com/51177615/status/2111246203208012198"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs says it’s down :-(\nsigned in under google account. [email] [link]", "link": "https://twitter.com/881913084775866369/status/2111248995674952146"}]}}, "vendor.updates": {"praise": 7, "complaint": 4, "n": 11, "weighted": {"praise": 6.84, "complaint": 3.84}, "praiseShare": 63.6, "ci95": [35.4, 84.8], "regard": 0.5167, "regardCi95": [0.499, 0.534], "salience": 0.7, "receipts": {"praise": [{"date": "2026-10-13", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "@facundoromeroar @hark_labs i have been enjoying the progress a lot, and i am thinking to refocus hark as my main agent to run my business once i have trained it more on how to do things. \nhark is truly amazing!", "link": "https://twitter.com/1850072330929635328/status/2109848248399835596"}, {"date": "2026-10-15", "source": "Play Store", "community": "Play Store", "polarity": "praise", "text": "it's user-friendly. it makes suggestions in advance. could it be that the background represents the weather and time? it's even better that it can now have voice conversations.", "link": "https://play.google.com/store/apps/details?id=com.hark.android"}, {"date": "2026-10-08", "source": "X", "community": "@hark_labs", "polarity": "praise", "text": "just got upgraded to hark pro³ 🚀\n10x more usage, and honestly it came right on time. i've been running agents all night with @hark_labs, while it fixed my broken panels on the side.\nthank you team for actually listening to users and shipping this fast.\n#hark #aiagents #buildinpublic", "link": "https://twitter.com/1991860005159817216/status/2108016179025744238"}], "complaint": [{"date": "2026-10-08", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs why was the 5-question block in partnership with minutedata removed from the app? it was a valuable part of my daily routine, and i really miss it. please bring it back! are there any plans to restore this feature? thanks!", "link": "https://twitter.com/1676285023006105610/status/2108194476422295708"}, {"date": "2026-10-17", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@adcock_brett please i want you to address the issue with [link], @hark_labs is not connecting with [link] like before", "link": "https://twitter.com/933466702590853121/status/2111560473661362444"}, {"date": "2026-10-15", "source": "X", "community": "@hark_labs", "polarity": "complaint", "text": "@hark_labs please for the love of god what ever you did to it in the last 48 hours turn it back as it's been brutal for unforced errors and issues compiled by mistake after mistake. it might be great to order me a latte - but as an agent it shit the bed since monday.", "link": "https://twitter.com/1889363217501265925/status/2110599453346292204"}]}}}, "requests": {"authorWeeks": 492, "themes": [{"theme": "Two-way voice conversation mode", "criterion": "ask.voice", "authorWeeks": 23, "posts": 24, "examples": [{"agent": "hark", "date": "2026-10-17", "source": "Play Store", "community": "Play Store", "text": "best app i found in this agentic era, if they add live voice mode then it will be the best ever", "link": "https://play.google.com/store/apps/details?id=com.hark.android"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs that was fun.\nif it was worth it, do it again when voice2voice comes out!", "link": "https://twitter.com/1376694161424928770/status/2111580889864126907"}, {"agent": "hark", "date": "2026-10-15", "source": "X", "community": "@hark_labs", "text": "@hark_labs can’t wait until two-way voice conversations are added! 🤞", "link": "https://twitter.com/98923477/status/2110839640252928330"}]}, {"theme": "Higher overall usage allowance per plan", "criterion": "billing.usage_cap", "authorWeeks": 21, "posts": 25, "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs could've just given us more credits instead 🥹 [link]", "link": "https://twitter.com/811509279190433793/status/2111377028352221685"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "text": "@adcock_brett hey please increase monthly tokens\nim using hark pro 3 and 90% tokens limit reached within 10 days.", "link": "https://twitter.com/1287599568947777536/status/2111274183498125372"}, {"agent": "hark", "date": "2026-10-15", "source": "X", "community": "@hark_labs", "text": "@hark_labs i made open hark with hark, and i let use hark my mark; sounds interesting, right - such a cool tool love it ! wanna know more? dm - i wish i had more credits to stress-test hark 😁", "link": "https://twitter.com/1832626484923518976/status/2110706915810345255"}]}, {"theme": "Automatic captcha and verification solving", "criterion": "connect.site_blocking", "authorWeeks": 13, "posts": 15, "examples": [{"agent": "hark", "date": "2026-10-13", "source": "X", "community": "@hark_labs", "text": "@joelatone @hark_labs i will… if they fix some bothering stuff like handling sign ins and sign ups. it’s been a total headache to sign into my accounts due to multiple security checks hark cannot pass.", "link": "https://twitter.com/1148534535841374208/status/2110134324989214843"}, {"agent": "hark", "date": "2026-10-12", "source": "X", "community": "@hark_labs", "text": "@guardiola31337 @hark_labs @adcock_brett without a doubt one of the most needed updates, the captchas and login problem are in my opinion the number 1 problem", "link": "https://twitter.com/770543473/status/2109768121745633343"}, {"agent": "hark", "date": "2026-10-12", "source": "X", "community": "@hark_labs", "text": "sharing some feedback @hark_labs @adcock_brett captchas are blocking creating accounts, hark can't resolve, also would be great to expose the secure vaults from the app externally, e.g. want to login myself by using regular browser with the creds from app's vault.", "link": "https://twitter.com/109395270/status/2109701706401583580"}]}, {"theme": "Promised gift card compensation for failed orders", "criterion": "billing.purchase_flow", "authorWeeks": 12, "posts": 13, "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs we were over charged and told we would get a gift card and still haven’t received it, can you reach out ? this is really bad. we had hark pay for it without the gift card and told you would be helping us out. check my posts i have the original hark message. [link]", "link": "https://twitter.com/321031496/status/2111574666813043132"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs still waiting to be compensated form being out $33…. [link]", "link": "https://twitter.com/47717164/status/2111571587858350121"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs you people need to give us another gift card if why this shit of pizza that take ma time and money away", "link": "https://twitter.com/1540975773170950144/status/2111375136028832116"}]}, {"theme": "Free plan extensions and promotions", "criterion": "billing.entry_plan", "authorWeeks": 8, "posts": 9, "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs what about users that where here before the promo what about us ?", "link": "https://twitter.com/1585641089955815425/status/2111429991787581597"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "if @hark_labs extends my gifted hark pro^3 plan then i will recommend harkpro to my friends , family and college professors!!", "link": "https://twitter.com/1826121283911761920/status/2111364540147658798"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs i want it, but ............................rather, i would love to get one more month of free hark pro^3,", "link": "https://twitter.com/2056788613963427841/status/2111348828330770481"}]}, {"theme": "Clear usage included in each plan tier", "criterion": "billing.plan_clarity", "authorWeeks": 7, "posts": 7, "examples": [{"agent": "hark", "date": "2026-10-12", "source": "X", "community": "@hark_labs", "text": "@pablothethinker be nice if i had any idea what those limits equate to. \ni’ve been locked out of doing anything since last night \nthere’s nobody to help either \nfrustrating \nso i’ve been stuck in the middle of work right after i paid \n@hark_labs", "link": "https://twitter.com/2060900154178428928/status/2109449720292573581"}, {"agent": "hark", "date": "2026-10-11", "source": "X", "community": "@hark_labs", "text": "@__extra7__ @adcock_brett @hark_labs i do know they are working on it, and shall probably be much cleaner info for us, users to know what is the monthly quota versus daily usage.", "link": "https://twitter.com/1850072330929635328/status/2109341302638707151"}, {"agent": "hark", "date": "2026-10-07", "source": "YouTube", "community": "Introducing Hark Pro", "text": "funny how they never talk about what the plans include: they just say the price. copy the steve jobs keynote look. put in some interesting background music (interesting not necessarily correct). asked ai to write a script and called it a day.", "link": "https://www.youtube.com/watch?v=i3mfnrEwaA0&lc=UgzTAVhEBRKxG9XB_DF4AaABAg.Abcja73W3GHAbdeLswfJ6o"}]}, {"theme": "Native phone calendar, reminders, health access", "criterion": "connect.coverage", "authorWeeks": 7, "posts": 7, "examples": [{"agent": "hark", "date": "2026-10-15", "source": "X", "community": "@hark_labs", "text": "@adcock_brett @altharbor @hark_labs please allow function so hark can access your i calendar. muse currently does it", "link": "https://twitter.com/2378218351/status/2110718007982887007"}, {"agent": "hark", "date": "2026-10-11", "source": "X", "community": "@hark_labs", "text": "@adcock_brett @adcock_brett add integration with icloud, many of us have our emails and calendars with apple (icloud) and there is no integration with @hark_labs\nit's just a suggestion", "link": "https://twitter.com/1491797667311022084/status/2109108867523031411"}, {"agent": "hark", "date": "2026-10-09", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "text": "@adcock_brett hark pro cannot access my iphone's calendar and reminders, can this be optimized?", "link": "https://twitter.com/3296211991/status/2108384198952415659"}]}, {"theme": "Native macOS app", "criterion": "access.platform", "authorWeeks": 6, "posts": 9, "examples": [{"agent": "hark", "date": "2026-10-13", "source": "YouTube", "community": "Hark Pro First Look: I'm Testing Hark AI for 5 Days", "text": "@enricoaiyes is faster and more accurate than muse imo but i like muse’s interface is better for me. just a normie not a programmer. if hark adopted muse’s buttons it would be a wrap. plus they need a macos app", "link": "https://www.youtube.com/watch?v=8gqovhTtBl4&lc=UgxfkV6-7p0fReuQUFB4AaABAg.Abs294Z2kRWAbt9v8odqku"}, {"agent": "hark", "date": "2026-10-12", "source": "X", "community": "@hark_labs", "text": "it’s incredible how useful @hark_labs is. add macos app, local computer use, and a little bit more proactivity and it’ll be unstoppable! customisation of agent name etc. would be a nice touch too :)", "link": "https://twitter.com/173238344/status/2109772574968479924"}, {"agent": "hark", "date": "2026-10-12", "source": "X", "community": "@hark_labs", "text": "@informed_ob @hark_labs yeah of course.\ni have the app on my iphone, it would just be nice if there was an app for mac too.", "link": "https://twitter.com/1951877377039929345/status/2109592692770615609"}]}, {"theme": "Usage meter showing remaining quota", "criterion": "billing.plan_clarity", "authorWeeks": 6, "posts": 7, "examples": [{"agent": "hark", "date": "2026-10-17", "source": "Play Store", "community": "Play Store", "text": "it's perfect for job hunting 1 tech issue is it has a credit limit but it's nowhere to be found. just ask the bot how many credits are left. and you get more daily but have a monthly cap! that really my only issue!!!!", "link": "https://play.google.com/store/apps/details?id=com.hark.android"}, {"agent": "hark", "date": "2026-10-13", "source": "X", "community": "@hark_labs", "text": "@hark_labs and please add a default option to view usage. the custom panel hark made only updates once an hour, which is terrible.", "link": "https://twitter.com/1148534535841374208/status/2110133633210311065"}, {"agent": "hark", "date": "2026-10-10", "source": "X", "community": "@hark_labs", "text": "hit 100% daily limits on hark 😅 @hark_labs can you add a reset timer here so we know when it's back? [link]", "link": "https://twitter.com/2077555662754553856/status/2108713646406668441"}]}, {"theme": "Availability in India", "criterion": "access.availability", "authorWeeks": 6, "posts": 6, "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs can i get one while being in india 🥺 if not india then atleast 20 dollars of hark pro 💔🥀", "link": "https://twitter.com/1995790260484407298/status/2111337914051465481"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "hark is the first genuine product that feels like it's actually on my side.\nsaw the free pizza drop for the us and smiled, then felt a little far away.\nindia is here too, and we love what you're building :) @adcock_brett @hark_labs", "link": "https://twitter.com/1864930662848872448/status/2111315679144272207"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs can we also make it happen in india @pizzahut @dominos @chipizzatour", "link": "https://twitter.com/3279648362/status/2111313501042172211"}]}, {"theme": "More third-party connectors overall", "criterion": "connect.coverage", "authorWeeks": 6, "posts": 6, "examples": [{"agent": "hark", "date": "2026-10-11", "source": "Play Store", "community": "Play Store", "text": "this kind of feeling i want srsly it is very very very nice app. if it work with third party apps as well then i will like to give 6 stars.", "link": "https://play.google.com/store/apps/details?id=com.hark.android"}, {"agent": "hark", "date": "2026-10-09", "source": "X", "community": "@hark_labs", "text": "@amish15chopra @hark_labs @bot @muse 100% if i had the connectors right now in @hark_labs that i do in muse i'd use hark for everything.", "link": "https://twitter.com/315574160/status/2108644167685493237"}, {"agent": "hark", "date": "2026-10-09", "source": "X", "community": "@hark_labs", "text": "@danloppnowjr @hark_labs @bot @muse more connectors are definitely what’s holding back hark\nthe app feels fresh and minimal, the computer use is great too but connectors make things much more seamless", "link": "https://twitter.com/141639046/status/2108552928814616729"}]}, {"theme": "Official desktop app", "criterion": "access.platform", "authorWeeks": 6, "posts": 6, "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@0xramprasad @hark_labs @adcock_brett need passkeys and sms forwarding and a desktop", "link": "https://twitter.com/2004588457604308992/status/2111499303902642341"}, {"agent": "hark", "date": "2026-10-12", "source": "X", "community": "@hark_labs", "text": "@hark_labs pls release a desktop app, product is too goated to sit in a browser", "link": "https://twitter.com/1260953194743705601/status/2109525279874093398"}, {"agent": "hark", "date": "2026-10-08", "source": "X", "community": "@hark_labs", "text": "@adcock_brett @hark_labs please add desktop clients asap! this is so amazing! also i want apple connectors!", "link": "https://twitter.com/1590002899337166848/status/2107986479473717572"}]}]}, "weekly": [{"week": "2026-10-05", "positive": 494, "negative": 192, "positiveShare": 72.0, "ci95": [68.5, 75.2]}, {"week": "2026-10-12", "positive": 465, "negative": 429, "positiveShare": 52.0, "ci95": [48.7, 55.3]}], "weeklyScore": [{"week": "2026-08-31", "authors": 0, "reach": null, "regard": null, "score": null, "ranking": null}, {"week": "2026-09-07", "authors": 0, "reach": null, "regard": null, "score": null, "ranking": null}, {"week": "2026-09-14", "authors": 0, "reach": null, "regard": null, "score": null, "ranking": null}, {"week": "2026-09-21", "authors": 0, "reach": null, "regard": null, "score": null, "ranking": null}, {"week": "2026-09-28", "authors": 0, "reach": null, "regard": null, "score": null, "ranking": null}, {"week": "2026-10-05", "authors": 1534, "reach": null, "regard": null, "score": null, "ranking": null}, {"week": "2026-10-12", "authors": 1585, "reach": {"shareOfVoice": 7.73, "value": 0.762}, "regard": {"value": 0.461, "ci95": [0.444, 0.478]}, "score": {"value": 44.2, "ci95": [41.1, 47.5]}, "ranking": {"rank": 6, "rankRange": [5, 8]}}]}, {"id": "openclaw", "name": "OpenClaw", "maker": "OpenClaw Foundation", "sources": [{"channel": "X", "selector": "X search: OpenClaw, openclaw.ai", "posts": 29199}, {"channel": "X", "selector": "@openclaw", "posts": 7339}, {"channel": "YouTube", "selector": "Comments on videos that name it, or that name it themselves", "posts": 1579}, {"channel": "Reddit", "selector": "r/openclaw", "posts": 856}, {"channel": "Reddit", "selector": "Posts that name it", "posts": 168}, {"channel": "App Store", "selector": "App Store", "posts": 32}, {"channel": "Play Store", "selector": "Play Store", "posts": 22}], "records": 39195, "judgingPosts": 10235, "authors": 20884, "authorWeeks": 26976, "reach": {"shareOfVoice": 14.53, "weightedUsers": 13152.9, "value": 0.833}, "regard": {"positiveAuthorWeeks": 3099, "negativeAuthorWeeks": 3808, "rawPositiveShare": 44.9, "rawCi95": [43.7, 46.0], "value": 0.439, "ci95": [0.427, 0.453]}, "score": {"value": 48.5, "ci95": [47.1, 50.1], "popularityZ": 0.696, "loveZ": -0.92}, "ranking": {"rank": 5, "rankRange": [4, 5]}, "levers": {"billing": {"score": 49.1, "gain": 0.68, "rank": 5}, "access": {"score": 49.5, "gain": 1.08, "rank": 5}, "ask": {"score": 48.7, "gain": 0.24, "rank": 5}, "act": {"score": 52.2, "gain": 3.7, "rank": 4}, "auto": {"score": 49.9, "gain": 1.45, "rank": 5}}, "criteria": {"billing": {"praise": 174, "complaint": 441, "n": 615, "weighted": {"praise": 106.91, "complaint": 261.57}, "praiseShare": 28.3, "ci95": [24.9, 32.0], "regard": 0.4469, "regardCi95": [0.416, 0.476], "salience": 8.9, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "i can literally afford all three 100 subs , but i’m not just gonna buy shit for the f of it , either it’s useful and optimized or not , my 20$ plan with openai is currently optimized to run two specialized openclaw agents 😂😂😂", "link": "https://twitter.com/2838125118/status/2110230226076926248"}, {"date": "2026-10-10", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@thsottiaux pay a monthly subscription to use another monthly subscription? lmao. 🤣🤣. this is inception. open-source 4 life. hermes agent and/or openclaw work just fine in this aspect.", "link": "https://twitter.com/1843789899922587648/status/2108907121769173137"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@connortalksai why not both? although openclaw burns tokens with impunity", "link": "https://twitter.com/1980821258469314560/status/2111697181149446419"}, {"date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "huge, playing w openclaw again recently, realised cache gets rebuilt for the silliest reasons … and the cost of that is insane. for not much gain in end user experience, someone can feel their usage to be 10x lower than it could be… [link]", "link": "https://twitter.com/1980611758298443776/status/2111817299103748372"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "i had this experience with openclaw. tho, it consumed my tokens way faster so i cam back perfectly fine... with a blocked gemini account tho", "link": "https://www.reddit.com/r/hermesagent/comments/1x7fd4h/is_it_safe_to_use_and_work_for_me/ph5306q/"}, {"date": "2026-10-14", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "i switched to openclaw because dot was being too much of a nuisance with automatic approval reviews, but i didn't expect it to consume the weekly quota for deepseek v4.1 flash (the work itself is calling codex, so there shouldn't be any heavy tasks). [link]", "link": "https://twitter.com/3431650733/status/2110272913198973107"}, {"date": "2026-10-14", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@codexresets1 💸 &gt; ⏳ - especially if it's hours that you're waiting like myself running sol 6.1 with my openclaw agent. astra kills it but kills my usage just as fast.", "link": "https://twitter.com/1676774566037692416/status/2110435384715063614"}]}}, "access": {"praise": 201, "complaint": 756, "n": 957, "weighted": {"praise": 105.23, "complaint": 433.2}, "praiseShare": 21.0, "ci95": [18.5, 23.7], "regard": 0.3781, "regardCi95": [0.352, 0.406], "salience": 13.9, "receipts": {"praise": [{"date": "2026-10-04", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "@jamesoncamp @nousresearch @tabdotbot @bot @muse @openclaw onboarding is ridiculously easy if you already use codex", "link": "https://twitter.com/276310738/status/2106797984021463323"}, {"date": "2026-10-04", "source": "YouTube", "community": "OpenClaw 2.0 oder Hermes: Welchen KI-Agent solltest du wählen?", "polarity": "praise", "text": "there is another reason to use openclaw over hermes: the ui for hermes does not seem to be officially ported for macos on intel - apple silicon only. therefore currently openclaw 🤷♂️", "link": "https://www.youtube.com/watch?v=vSNHimXVkvo&lc=UgwlAn3plmO6tPbo_Eh4AaABAg"}, {"date": "2026-10-03", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@_[number] it feels like openclaw has become super easy to use! i'm trying various things.", "link": "https://twitter.com/17895243/status/2106253556907135253"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "there is also a desktop version llm app for linux, so even if you throw all the settings, it's quite easy, right? it has become so easy compared to the trial and error i did with openclaw in february. [link]", "link": "https://twitter.com/876396834482077696/status/2111875168176066889"}, {"date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "i studied openclaw for a whole day but couldn't figure anything out, i'm falling behind the times 🤣", "link": "https://twitter.com/4269083540/status/2111388813813858457"}, {"date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "i tried openclaw, then dropped it. too much setup, no clear use case.\nhermes clicked when i found a simple handoff: tag it in jira before leaving work, then return to progress and results in the same issue the next morning.\nhow that grew into an ai workflow: [link]", "link": "https://twitter.com/467147533/status/2111411865893175430"}, {"date": "2026-10-16", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@tinyprojectsdev i tired openclaw and realized it's not going to catch up mainstream because of the sheer amount of setup work it needs. grok bot made it simpler and the whole virtualized architecture is cool. but its still at the early stages mate.", "link": "https://twitter.com/1168984669/status/2111069703817032078"}, {"date": "2026-10-15", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@ipuneetsingh @spacexai i became dev ops with openclaw and hermes. still am. but it has gotten a lot better. grok bot takes all that friction away.", "link": "https://twitter.com/3382/status/2110539280619798984"}]}}, "connect": {"praise": 274, "complaint": 239, "n": 513, "weighted": {"praise": 164.19, "complaint": 139.42}, "praiseShare": 53.4, "ci95": [49.1, 57.7], "regard": 0.5504, "regardCi95": [0.521, 0.581], "salience": 7.4, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@connortalksai openclaw. it just plugs into everything i already use", "link": "https://twitter.com/1157574033757466625/status/2111459579095851024"}, {"date": "2026-10-16", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "i sent a feishu message from wechat. with openclaw, awiki and anp, two closed messaging silos now talk through one agent identity — real-time over websocket.\n[link]\n[link]", "link": "https://twitter.com/706755704984461312/status/2110943376870605260"}, {"date": "2026-10-16", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "managed to work out username and password saving on openclaw on headless server without any additional plugins or putting passwords in the chat ( which it seemed ok with over telegram but kept reminding me not to when on pc ).", "link": "https://twitter.com/277128196/status/2111063542258655565"}, {"date": "2026-10-14", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@tarmyna sage is in openclaw, so he can pretty much link to anything wifi. he controls the tvs and everything 😅 highly recommend an oc or hermes body for colin. 😜", "link": "https://twitter.com/1921351146985144320/status/2110202774935711760"}, {"date": "2026-10-14", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@codewith55 openclaw with apis for google workplace on mac works amazing of you have the right llm running the setup", "link": "https://twitter.com/1883513355379359745/status/2110435676336591233"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@trikcode starting? the internet always did block bots lol. anyone who tried to do anything serious with openclaw would have realized that on day 1.", "link": "https://twitter.com/1999052792556855296/status/2111754556699013461"}, {"date": "2026-10-12", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@kingao476942 after integrating the grok bot with wechat, it often prompts \"unable to connect to openclaw at the moment,\" which is strange. seeking a solution.", "link": "https://twitter.com/1504052615423823872/status/2109670930335375625"}, {"date": "2026-10-12", "source": "App Store", "community": "App Store", "polarity": "complaint", "text": "entering the control ui immediately triggered expired auth token. unusable.", "link": "https://apps.apple.com/us/app/openclaw/id6780396132"}, {"date": "2026-10-11", "source": "X", "community": "@openclaw", "polarity": "complaint", "text": "@openclaw would love if the connection to iphone or laptop from my mac mini would be unaffected when updatinh.", "link": "https://twitter.com/2182985744/status/2109365765489283444"}, {"date": "2026-10-10", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@ailogdev i made something similar for openclaw. it can respond with text and/or images (i gave it access to canvas to draw). i wish we didn't need to whitefish domains, and that we could put any in, as i would have promoted it more.", "link": "https://twitter.com/1283648695091617792/status/2109022187659440522"}]}}, "ask": {"praise": 311, "complaint": 349, "n": 660, "weighted": {"praise": 187.65, "complaint": 206.99}, "praiseShare": 47.1, "ci95": [43.3, 50.9], "regard": 0.48, "regardCi95": [0.452, 0.51], "salience": 9.6, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@blackwellboy uncensored, local, 100% the way to go. \nmy system with local ai is in my office at work. i set up tg through openclaw so now i just send a tg message and get anything done that i want…\nit’s pretty fuckin amazing tbh.", "link": "https://twitter.com/3645498754/status/2111836415780692430"}, {"date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "when i interacted with nemotron 3.5 super vl on openclaw via discord while going out, the responses came back in a few seconds, so there are no problems. in everyday conversations, i am not kept waiting with thinking, and the balance is good.", "link": "https://twitter.com/120739135/status/2111282685536768511"}, {"date": "2026-10-16", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@diegomarino my usa plan (activated the dot here first) has continued to work in spain for the 10 days i've been there - but always having to use a vpn to see the ui in codex or to be able to use voice (the killer feature for me about my openclaw)", "link": "https://twitter.com/14194289/status/2111132909478584517"}, {"date": "2026-10-14", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@jmilinovich i use openclaw and hermes. many ways to organize sessions. i have standalone discord channels, whatsapp groups, and signal groups all with their own profiles and context. makes it way easier to keep stuff organized. both can use claude code (and many more tools!)", "link": "https://twitter.com/35843354/status/2110477924251861234"}, {"date": "2026-10-12", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@michaelgannotti nice one mike, i'm still enjoying openclaw. was testing discord bot allow rules i was reminded of the personality present in my openclaw (openclaw agent = eugine claw, hermes = hermes dog, me = sibzilla). makes me laugh. rizz vs aspergers (both great) 😂 [link]", "link": "https://twitter.com/1824018269038383104/status/2109617781557649492"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "access to x api is worth the @bot sub imo. just been testing for a few hours. another (+) the ux is much better than own hermes/openclaw through telegram partly because grokbot is quite fast. [link]", "link": "https://twitter.com/1777980556011016192/status/2110628246836658599"}, {"date": "2026-10-15", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "the difference in ux between grok bot and openclaw is significant. while the capabilities are the same, openclaw should be better, but i end up using grok bot more. this is where the difference in ui/ux lies.", "link": "https://twitter.com/1543452189213233152/status/2110631954974732753"}, {"date": "2026-10-15", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "i just found out that the hermes menu i accessed via telegram supports chinese descriptions, but openclaw is still in english [link]", "link": "https://twitter.com/1561197337074192384/status/2110754915538940381"}, {"date": "2026-10-13", "source": "X", "community": "@openclaw", "polarity": "complaint", "text": "@openclaw @muse typing /update via discord still fails for me. please include this already-merged fix in 10.4 🙏 @steipete [link]", "link": "https://twitter.com/19623250/status/2110117933774934508"}, {"date": "2026-10-13", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@morblius haha nice! yeah excited that personal assistants via text are finally here. using openclaw/telegram kinda sucked. muse is solid, and grokbot is growing on me", "link": "https://twitter.com/1593057516576919552/status/2109830129375687060"}]}}, "act": {"praise": 686, "complaint": 489, "n": 1175, "weighted": {"praise": 424.81, "complaint": 287.4}, "praiseShare": 58.4, "ci95": [55.5, 61.2], "regard": 0.3555, "regardCi95": [0.331, 0.38], "salience": 17.0, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@richontech this works flawlessly for amazon (so far lol). openclaw fills my amazon cart with groceries each sunday morning, i add/remove a few things (faster than asking it to) and then check out.", "link": "https://twitter.com/2029596414683287552/status/2111919160683110722"}, {"date": "2026-10-17", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "my tax return was prepared by a consultant at a major firm. @openclaw spotted an error. i filed the correction. the german tax office accepted it: €24,411.44 back.\nthat’s one hell of a useful ai assistant. thank you @steipete and the @openclaw team! 🦞 [link]", "link": "https://twitter.com/3228215699/status/2111456478993531384"}, {"date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@wesbos @clairevo @cxodev @bot forgot to mention i set her up to vibe code her own photography site without her knowing how. gave her an openclaw bot to do the coding, but talk to her without any technical mumbo jumbo. her quote: \"better than squarespace!\"", "link": "https://twitter.com/1944779969361793024/status/2111438833883467957"}, {"date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@connortalksai openclaw. hermes helps recover from failed openclaw upgrades so it runs side by side. but i’m finding openclaw way better in quality for big orojects and workflows. hermes keeps messing up and can’t handle context, learn. super overhyped.", "link": "https://twitter.com/1989093925542416384/status/2111606331996246515"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@connortalksai hermes feels way more consistent with tool-calling and structured outputs, with far less abstraction bloat. openclaw has its perks, but hermes just executes cleaner for my loops.", "link": "https://twitter.com/1523533577081614336/status/2111783538882392444"}, {"date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "it seems that the openclaw agent has gone weird. since it was a hassle to type in the terminal, i had it do various tasks like \"run ○○\", and it seems the settings got messed up and it self-destructed. after all, local llms are not perfect, which makes it interesting.", "link": "https://twitter.com/1151506144801611776/status/2111790825772658827"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/openclaw", "polarity": "complaint", "text": "literally openclaw not being able to keep on top of a to-do list for me is the reason i binned it.", "link": "https://www.reddit.com/r/openclaw/comments/1x8i0bc/how_do_you_track_your_tasks/phcyxx3/"}, {"date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "i used openclaw with qwen 3.8 max to update my windows 10 system because my old computer hasn't been updated for over 20 years. after the update, openclaw can't even open by itself, speechless.", "link": "https://twitter.com/1998352639839645696/status/2111503965032755245"}, {"date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "i used openclaw to organize my desktop and deleted files folder. thank you openai for investing millions. you saved me a quarter of an hour.", "link": "https://twitter.com/2916354511/status/2111523201545306415"}]}}, "auto": {"praise": 744, "complaint": 409, "n": 1153, "weighted": {"praise": 460.42, "complaint": 254.34}, "praiseShare": 64.5, "ci95": [61.7, 67.2], "regard": 0.4004, "regardCi95": [0.373, 0.43], "salience": 16.7, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@guy still with openclaw... working with him since feb. he's pretty good and knows me well. so would need an easy migration process, and a much much better solution", "link": "https://twitter.com/11164552/status/2111475846158393614"}, {"date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@deepfates i prefer openclaw for running agents continuously and claude code for coding.", "link": "https://twitter.com/1398302047934451713/status/2111503734836781501"}, {"date": "2026-10-16", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "what an hectic week. worked for like 70 hours since last sunday. working on sunday again.\nsleeping while @openclaw is still at it during the night.\nand i’m loving it. am i mad or what?", "link": "https://twitter.com/70961512/status/2111155117462536342"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "the grokbot harness is simply outstanding… it just works.\nconnectors, skills and mcp ecosystem all well supported. \nmy largest gripe with openclaw was its poor reliability and consistency of responses. memory was all over the place - just doesn’t seem an issue here at all", "link": "https://twitter.com/512992788/status/2111764689696776593"}, {"date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@kellogh @deepfates kinda sounds like you should be resetting context or compacting more \ni have never had those issues with hermes, openclaw i get its a bitch to keep running well.", "link": "https://twitter.com/1680659691301470210/status/2111516194683703629"}, {"date": "2026-10-15", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@jarrenpinchuck @muse honestly, i haven’t really felt like it’s a model problem. \nthis is similar problems to what i saw with my openclaw. \ni tend to think that agents like this need a legit db of some sort and a text memory.md file isn’t enough.", "link": "https://twitter.com/319449386/status/2110664803010379897"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "openclaw had this at the beginning although it didn't work that well, and i think they eventually got rid of it. a cron job that repeated every 15 minutes or so and checked your email, calendar, etc. and took action if relevant", "link": "https://www.reddit.com/r/hermesagent/comments/1x5s55h/muse_like_behavior_in_hermes/pgp6qzz/"}, {"date": "2026-10-12", "source": "X", "community": "@openclaw", "polarity": "complaint", "text": "@openclaw get it to actually work, that would be a good start. it can’t reliably check endpoints on a daily basis", "link": "https://twitter.com/1902913537183453184/status/2109705421271527802"}]}}, "control": {"praise": 577, "complaint": 330, "n": 907, "weighted": {"praise": 356.15, "complaint": 190.93}, "praiseShare": 63.6, "ci95": [60.4, 66.7], "regard": 0.5494, "regardCi95": [0.518, 0.578], "salience": 13.1, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "my favorite part about @openclaw, is you can do just about whatever you want with it [link]", "link": "https://twitter.com/51492397/status/2111574410440458548"}, {"date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "my favorite part about openclaw, is you can do just about whatever you want with it [link]", "link": "https://twitter.com/51492397/status/2111572746706599962"}, {"date": "2026-10-12", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@yeemio yeah i feel the same way haha. after experiencing how much freedom openclaw gives you, going back to a more restricted environment feels kinda frustrating.\ni guess once you get used to that level of control, it's hard to go back 😂", "link": "https://twitter.com/1450838426941493257/status/2109546098172080264"}, {"date": "2026-10-11", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@aliteracy not fried at all, it's actually making a comeback. the consumer apps are easier to start with, but openclaw is still where you go when you want to own the whole setup.", "link": "https://twitter.com/1627981083022073857/status/2109134923944874228"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "to be fair, it's mostly settings in openclaw that feel awkward, telling it i have my local model set on a tailscale isn't even an option in their list of providers any more.", "link": "https://twitter.com/7215722/status/2110392601757258018"}, {"date": "2026-10-13", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "my ai agent uses a #metamask #crypto #wallet but there is not user interface to see what the ai agent has been doing with the wallet. #aiagent #openclaw #shopware", "link": "https://twitter.com/773631581487566848/status/2109905975847026991"}]}}, "trust": {"praise": 140, "complaint": 235, "n": 375, "weighted": {"praise": 86.56, "complaint": 142.3}, "praiseShare": 37.3, "ci95": [32.6, 42.3], "regard": 0.5705, "regardCi95": [0.534, 0.607], "salience": 5.4, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@robinsinghvi mostly somora, alongside openclaw and hermes, running on local models. i've tried a few hosted assistants and liked them, but i'm more comfortable sharing personal context when i control the hardware and what gets sent outside.", "link": "https://twitter.com/1570393386/status/2111929581439521246"}, {"date": "2026-10-15", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@psyprotocol @gregisenberg this is why i use openclaw and gbrain. it’s worth the hassle factor to know i own my own data.", "link": "https://twitter.com/2018426992597577728/status/2110674130387472592"}, {"date": "2026-10-11", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@bei[phone] i think the local openclaw would be better. because all your data is your own and can be connected. if you are using muse on a server, there are many things it doesn't know and cannot access.", "link": "https://twitter.com/2068554343973089280/status/2109245771543679068"}, {"date": "2026-10-10", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "i’m still using openclaw as a remote bot. it has access to email, and my other stuff, but always through a proxy. it sees only what i want it to see and can do what i want it to do.\nnow the whole x is talking about grok bot. how do you limit it’s access? because you do, right?", "link": "https://twitter.com/349007564/status/2108976983703224693"}, {"date": "2026-10-09", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@elonmusk @stepango @bot i think we should be able to isolate access per bot. i want a work bought that can access certain things that other bots shouldn’t access.\nwith openclaw, i can set permissions and guardrails around each agent.", "link": "https://twitter.com/14278253/status/2108366532820533533"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@mrjhnsn before i created my own framework for sai, i took apart all the openclaw variants and realised something a very dangerous flaw in all of them, to make an agent useful you had to give it blanket permissions. which is why i built sai on her own.", "link": "https://twitter.com/70328148/status/2111451488275083501"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/openclaw", "polarity": "complaint", "text": "yea having my oc in a vcn was the final straw for me and when i updated i could just drop passwords in a privet chat either in tg or its own gui interface.. those where the final straw for me, went hermes on the same vcn and haven't looked back", "link": "https://www.reddit.com/r/openclaw/comments/1x6j7dg/babysitting_continues_now_you_cant_do_openclaw/pgvqcij/"}, {"date": "2026-10-12", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "2/3\ni have also improved another scheduled task that is very important to me, email sorting.\nopenclaw does provide security reminders for external content, but the issue is that this layer of reminders is only added to a few paths.", "link": "https://twitter.com/28057679/status/2109781313859326414"}, {"date": "2026-10-11", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@balder[phone] at the beginning of the year, openclaw could do it. the vps that used openclaw has basically all been hacked.", "link": "https://twitter.com/2018156578617090049/status/2109087299116105777"}, {"date": "2026-10-11", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "i spent quite a bit of time fiddling with the openclaw environment, but i've only given instructions to create almost erotic images. i can't make proper requests because i don't trust it. it's a challenge.", "link": "https://twitter.com/130347880/status/2109274449178771473"}]}}, "vendor": {"praise": 295, "complaint": 1071, "n": 1366, "weighted": {"praise": 165.74, "complaint": 579.28}, "praiseShare": 21.6, "ci95": [19.5, 23.9], "regard": 0.5113, "regardCi95": [0.474, 0.546], "salience": 19.8, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "@openclaw loving the quick turnaround on these fixes. thanks for keeping everything running smoothly! 🦞", "link": "https://twitter.com/887527797853310978/status/2110934980205719610"}, {"date": "2026-10-15", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "the new version of openclaw is great. let codex upgrade you and take care of the configuration.", "link": "https://twitter.com/966199712796872706/status/2110663619318854096"}, {"date": "2026-10-15", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@justmicrock ive been using openclaw since january to run parts of my business and it's gotten more stable over time.", "link": "https://twitter.com/1204759449690353664/status/2110712483698675726"}, {"date": "2026-10-14", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "@openclaw @muse shoutout to whoever reworked the openclaw update flow, ran two version jumps in back-to-back days and both were one-command, self-verifying, with the old db snapshots cleaning themselves up after activation", "link": "https://twitter.com/17827705/status/2110168584307773729"}, {"date": "2026-10-14", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "openclaw has started to launch high-frequency updates. in fact, i have been using lobster since february, and now there are about four lobsters running on different machines. he is an agent that i feel very comfortable using.", "link": "https://twitter.com/923221331935576065/status/2110161726415274438"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "after upgrading openclaw, it sometimes takes longer to start up or the gateway cannot be started...", "link": "https://twitter.com/5979352/status/2111638438231564680"}, {"date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "why does every openclaw update break 90% of its own systems every time.", "link": "https://twitter.com/1597648544076275713/status/2111864816004448478"}, {"date": "2026-10-17", "source": "X", "community": "@openclaw", "polarity": "complaint", "text": "@openclaw isnt a bug free stable version a basic for software release? is just losing confident release after release for openclaw loyal users", "link": "https://twitter.com/1868156885972684800/status/2111262465157972027"}, {"date": "2026-10-17", "source": "X", "community": "@openclaw", "polarity": "complaint", "text": "what would change this: a stable tag, not a beta, that contains #170070 and #168069, and no new doctor/update regression on linux + systemd.\nuntil then, @openclaw, latest is not a safe target from 2026.7.1-2. we will retest the day that tag exists.", "link": "https://twitter.com/1592003170783338498/status/2111480458609307908"}, {"date": "2026-10-17", "source": "X", "community": "@openclaw", "polarity": "complaint", "text": "@openclaw not migrating @openclaw 2026.7.1-2 to 2026.10.4. linux, npm, systemd gateway. #168069 and #170070 fix #168031 and #168750, but they are on main, not in the latest tag. closing the issue is not shipping the fix. a stable tag with both commits would change this. help!", "link": "https://twitter.com/1592003170783338498/status/2111484119897313591"}]}}, "billing.price_level": {"praise": 73, "complaint": 96, "n": 169, "weighted": {"praise": 45.3, "complaint": 55.95}, "praiseShare": 43.2, "ci95": [36.0, 50.7], "regard": 0.4652, "regardCi95": [0.439, 0.494], "salience": 2.4, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@dark_coderz can get pretty far with openclaw and a $100 either claude or codex subscription, be sure to pick the right model for the task andfor each optimized agent in your multi agent system", "link": "https://twitter.com/2031278820389695489/status/2110229631903375579"}, {"date": "2026-10-14", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "i can literally afford all three 100 subs , but i’m not just gonna buy shit for the f of it , either it’s useful and optimized or not , my 20$ plan with openai is currently optimized to run two specialized openclaw agents 😂😂😂", "link": "https://twitter.com/2838125118/status/2110230226076926248"}, {"date": "2026-10-09", "source": "YouTube", "community": "7 días con Muse y Dot, los poderosos ASISTENTES IA que no podemos usar (todavía)", "polarity": "praise", "text": "i've been using openclaw in a docker + chinese llm for months --> good, nice, cheap", "link": "https://www.youtube.com/watch?v=d1fKvNlEj60&lc=Ugwrd4yR74O6etdT4V14AaABAg"}], "complaint": [{"date": "2026-10-08", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@adarshchetan i wish the api were cheaper so we could really use things like openclaw to their full potential.", "link": "https://twitter.com/703528675271176192/status/2108093817437962551"}, {"date": "2026-10-05", "source": "X", "community": "@openclaw", "polarity": "complaint", "text": "@liambraus @openclaw exactly, at volume the session cost adds up fast", "link": "https://twitter.com/1308053727539068935/status/2107164068943675551"}]}}, "billing.entry_plan": {"praise": 28, "complaint": 18, "n": 46, "weighted": {"praise": 15.84, "complaint": 10.37}, "praiseShare": 60.9, "ci95": [46.5, 73.6], "regard": 0.4983, "regardCi95": [0.479, 0.517], "salience": 0.7, "receipts": {"praise": [{"date": "2026-10-10", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@thsottiaux pay a monthly subscription to use another monthly subscription? lmao. 🤣🤣. this is inception. open-source 4 life. hermes agent and/or openclaw work just fine in this aspect.", "link": "https://twitter.com/1843789899922587648/status/2108907121769173137"}, {"date": "2026-10-01", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@scottmcpherson @sweetchongus @rezoundous openclaw has been doing this for a while now and it’s not behind a openai paywal", "link": "https://twitter.com/1566430405405851649/status/2105646090813067368"}, {"date": "2026-09-29", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@sama no dots for us simple plus users either, guess i’m sticking with openclaw and hermes where i can use my plus subscription", "link": "https://twitter.com/1824896943991971840/status/2105005755829194777"}], "complaint": []}}, "billing.usage_cap": {"praise": 37, "complaint": 127, "n": 164, "weighted": {"praise": 22.73, "complaint": 75.18}, "praiseShare": 22.6, "ci95": [16.8, 29.5], "regard": 0.498, "regardCi95": [0.466, 0.529], "salience": 2.4, "receipts": {"praise": [{"date": "2026-10-09", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "6-luna in openclaw is near-unlimited jg apparently hahaha. it's good for tasks that are not urgent.", "link": "https://twitter.com/1526640801270231040/status/2108395446108664156"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@codexresets1 💸 &gt; ⏳ - especially if it's hours that you're waiting like myself running sol 6.1 with my openclaw agent. astra kills it but kills my usage just as fast.", "link": "https://twitter.com/1676774566037692416/status/2110435384715063614"}, {"date": "2026-10-13", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "i let openclaw perform analysis for about 30 minutes, and i reached the 5-hour usage limit.", "link": "https://twitter.com/110952587/status/2110023193654387163"}, {"date": "2026-10-12", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@xfreeze disagree. the usage limits make me want to roll openclaw with a chinese model they are so bad", "link": "https://twitter.com/14329540/status/2109619239430852775"}]}}, "billing.token_efficiency": {"praise": 38, "complaint": 181, "n": 219, "weighted": {"praise": 22.11, "complaint": 109.9}, "praiseShare": 17.4, "ci95": [12.9, 22.9], "regard": 0.4273, "regardCi95": [0.399, 0.457], "salience": 3.2, "receipts": {"praise": [{"date": "2026-09-29", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@hermesagenttips it awesome. it's like 4.5 was with openclaw. \nit's a world of difference. \ni haven't noticed any extra drain on usage.", "link": "https://twitter.com/1707413414069633024/status/2104922422847959191"}, {"date": "2026-09-25", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "such a fun conversation with @francedot - i am truly amazed by what he build with @trycua. \nmy personal openclaw uses cua driver for everything and it's so token-efficient, it makes codex desktop app look like a little token-monster sometimes tbh 👾 🙈 [link]", "link": "https://twitter.com/1881931203202498560/status/2103581072223350910"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@connortalksai why not both? although openclaw burns tokens with impunity", "link": "https://twitter.com/1980821258469314560/status/2111697181149446419"}, {"date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@somora_ai @connortalksai fair call. controlled for the same model and core tools. the difference was mainly schema overhead and recovery handling—hermes stays lean and closer to the metal, whereas openclaw introduced more retry churn in my loops.", "link": "https://twitter.com/1523533577081614336/status/2111810978140852494"}, {"date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "huge, playing w openclaw again recently, realised cache gets rebuilt for the silliest reasons … and the cost of that is insane. for not much gain in end user experience, someone can feel their usage to be 10x lower than it could be… [link]", "link": "https://twitter.com/1980611758298443776/status/2111817299103748372"}]}}, "billing.plan_clarity": {"praise": 6, "complaint": 10, "n": 16, "weighted": {"praise": 4.36, "complaint": 5.64}, "praiseShare": 37.5, "ci95": [18.5, 61.4], "regard": 0.5619, "regardCi95": [0.513, 0.624], "salience": 0.2, "receipts": {"praise": [{"date": "2026-10-05", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "@aresotik @openclaw same, knowing what you spend before the bill is huge", "link": "https://twitter.com/1308053727539068935/status/2107164199357170084"}, {"date": "2026-10-05", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "@marcusyul @openclaw having live cost and context window tracking is a win", "link": "https://twitter.com/1624135094498648065/status/2107165049949171918"}], "complaint": [{"date": "2026-09-19", "source": "YouTube", "community": "Hermes Agent: I Turned One Prompt Into My Own AI Team", "polarity": "complaint", "text": "i clicked managed ai agents and i dont see the option where it shows hermes & openclaw and i'm confused by their payment plan. i dont see anything.", "link": "https://www.youtube.com/watch?v=mOUabsF-OK4&lc=UgwD_Dbhn5hdNhM-lc14AaABAg"}]}}, "billing.purchase_flow": {"praise": 2, "complaint": 30, "n": 32, "weighted": {"praise": 1.35, "complaint": 15.33}, "praiseShare": 6.2, "ci95": [1.7, 20.1], "regard": 0.4982, "regardCi95": [0.476, 0.532], "salience": 0.5, "receipts": {"praise": [], "complaint": [{"date": "2026-10-05", "source": "X", "community": "@openclaw", "polarity": "complaint", "text": "@premium @openclaw the money for the premium subscription has been deducted from my account, but why haven't i received the premium benefits?", "link": "https://twitter.com/1983835338612338688/status/2107183623896272962"}, {"date": "2026-09-21", "source": "X", "community": "@openclaw", "polarity": "complaint", "text": "@premium @openclaw i paid for the premium subscription and they haven't activated the service for me.", "link": "https://twitter.com/1855226017889054721/status/2102148674717700574"}]}}, "access.availability": {"praise": 0, "complaint": 7, "n": 7, "weighted": {"praise": 0.0, "complaint": 4.21}, "praiseShare": 0.0, "ci95": [0.0, 35.4], "regard": 0.4941, "regardCi95": [0.489, 0.498], "salience": 0.1, "receipts": {"praise": [], "complaint": []}}, "access.platform": {"praise": 25, "complaint": 33, "n": 58, "weighted": {"praise": 15.68, "complaint": 17.39}, "praiseShare": 43.1, "ci95": [31.2, 55.9], "regard": 0.5313, "regardCi95": [0.506, 0.558], "salience": 0.8, "receipts": {"praise": [{"date": "2026-10-07", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "@colinsolvely @openclaw well love the mobile experience and i got my new claw olaf now managing that particular omarchy installation 👍", "link": "https://twitter.com/6452362/status/2107632612307321068"}, {"date": "2026-10-04", "source": "YouTube", "community": "OpenClaw 2.0 oder Hermes: Welchen KI-Agent solltest du wählen?", "polarity": "praise", "text": "there is another reason to use openclaw over hermes: the ui for hermes does not seem to be officially ported for macos on intel - apple silicon only. therefore currently openclaw 🤷♂️", "link": "https://www.youtube.com/watch?v=vSNHimXVkvo&lc=UgwlAn3plmO6tPbo_Eh4AaABAg"}, {"date": "2026-09-12", "source": "YouTube", "community": "El poder de OpenClaw 2.0 en local con Ollama (Sin pagar tokens)", "polarity": "praise", "text": "hello, thanks for stopping by, it works exactly the same on debian and arch for both the server part (inference) and for openclaw, even openclaw has a .deb installation package, it shows that they give it preference. hug.", "link": "https://www.youtube.com/watch?v=aDh2klQMDyU&lc=UgyKJSg2AnKs8dArnaF4AaABAg.AafTJy0ZcmgAafVmjURFlP"}], "complaint": [{"date": "2026-10-11", "source": "Reddit", "community": "r/openclaw", "polarity": "complaint", "text": "working on it! 😄 takes a bit to publish due to apple restrictions. my main need is using it on mobile too, the openclaw mobile app is sooooo slow", "link": "https://www.reddit.com/r/openclaw/comments/1x3byb4/littleguys_a_whatsappstyle_app_for_talking_to/pf9o5va/"}, {"date": "2026-09-30", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "openclaw is broke on windows, aider is working in browser api and it just works. i can use git tree commands to compare branches.\ni am not going to run linux if openai can't make decent software i am not going to use it.", "link": "https://twitter.com/63652403/status/2105351895975923922"}, {"date": "2026-09-22", "source": "YouTube", "community": "¡OpenClaw 2.0 acaba de Romper la IA! Es MEJOR, GRATIS y SIN Límites 🫪", "polarity": "complaint", "text": "great, thank you very much javi. the only thing i find that is lacking is a native mobile app from which you can interact directly with your openclaw agents.", "link": "https://www.youtube.com/watch?v=7tM7XseKJPI&lc=Ugy7EQWfbiwaSDQYpKB4AaABAg"}]}}, "access.sign_in": {"praise": 1, "complaint": 19, "n": 20, "weighted": {"praise": 0.59, "complaint": 10.07}, "praiseShare": 5.0, "ci95": [0.9, 23.6], "regard": 0.4918, "regardCi95": [0.481, 0.506], "salience": 0.3, "receipts": {"praise": [], "complaint": [{"date": "2026-09-09", "source": "X", "community": "@openclaw", "polarity": "complaint", "text": "@openclaw i am using claudecode and codex via api keys, so why is the check failing? [link]", "link": "https://twitter.com/4700876983/status/2097500671826432185"}]}}, "access.setup": {"praise": 179, "complaint": 708, "n": 887, "weighted": {"praise": 91.17, "complaint": 408.01}, "praiseShare": 20.2, "ci95": [17.7, 22.9], "regard": 0.2184, "regardCi95": [0.2, 0.238], "salience": 12.8, "receipts": {"praise": [{"date": "2026-10-09", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "@kaostyl @openclaw not bad the installation. there are also 4 plans 5g ;)", "link": "https://twitter.com/40621268/status/2108474310881145213"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "there is also a desktop version llm app for linux, so even if you throw all the settings, it's quite easy, right? it has become so easy compared to the trial and error i did with openclaw in february. [link]", "link": "https://twitter.com/876396834482077696/status/2111875168176066889"}, {"date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "i tried openclaw, then dropped it. too much setup, no clear use case.\nhermes clicked when i found a simple handoff: tag it in jira before leaving work, then return to progress and results in the same issue the next morning.\nhow that grew into an ai workflow: [link]", "link": "https://twitter.com/467147533/status/2111411865893175430"}, {"date": "2026-10-16", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@tinyprojectsdev i tired openclaw and realized it's not going to catch up mainstream because of the sheer amount of setup work it needs. grok bot made it simpler and the whole virtualized architecture is cool. but its still at the early stages mate.", "link": "https://twitter.com/1168984669/status/2111069703817032078"}]}}, "connect.coverage": {"praise": 160, "complaint": 55, "n": 215, "weighted": {"praise": 92.62, "complaint": 31.87}, "praiseShare": 74.4, "ci95": [68.2, 79.8], "regard": 0.542, "regardCi95": [0.513, 0.569], "salience": 3.1, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/openclaw", "polarity": "praise", "text": "add a linear mcp.\nfree account and nice ui.\nperfectly tracked by oc.", "link": "https://www.reddit.com/r/openclaw/comments/1x8i0bc/how_do_you_track_your_tasks/phjfyz0/"}, {"date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@connortalksai openclaw. it just plugs into everything i already use", "link": "https://twitter.com/1157574033757466625/status/2111459579095851024"}, {"date": "2026-10-16", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "i sent a feishu message from wechat. with openclaw, awiki and anp, two closed messaging silos now talk through one agent identity — real-time over websocket.\n[link]\n[link]", "link": "https://twitter.com/706755704984461312/status/2110943376870605260"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@steipete feishu has stopped maintaining the openclaw-lark plugin, and i have no choice but to use codex to fix its bugs. the bug in version 2026.10.03 has been fixed, [link]", "link": "https://twitter.com/235194955/status/2110052821089591394"}, {"date": "2026-10-08", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@alexfinn honestly that’s what i have on my openclaw but grok bot seems more versatile around my tools and i’m rethinking whether i wanna keep openclaw", "link": "https://twitter.com/1753967261164195840/status/2108334869495599399"}, {"date": "2026-10-05", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@nousresearch @tszaks photon works great. it actually works better than native imessage + imsg integration via openclaw on my mac mini.", "link": "https://twitter.com/8066562/status/2107065368049324437"}]}}, "connect.account_link": {"praise": 26, "complaint": 134, "n": 160, "weighted": {"praise": 16.05, "complaint": 74.5}, "praiseShare": 16.2, "ci95": [11.3, 22.7], "regard": 0.4977, "regardCi95": [0.463, 0.533], "salience": 2.3, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "managed to work out username and password saving on openclaw on headless server without any additional plugins or putting passwords in the chat ( which it seemed ok with over telegram but kept reminding me not to when on pc ).", "link": "https://twitter.com/277128196/status/2111063542258655565"}, {"date": "2026-10-07", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@joeybaggabots @poteto agreed. i’d also say the gap is closing. tested it yesterday, for example,claude can set up a mail connection for openclaw through the browser almost without user interaction.", "link": "https://twitter.com/4898033931/status/2107749029614432560"}, {"date": "2026-09-26", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@mvanhorn it’s been useful today when grok bot needs help with things like logging into certain things that require mfa and openclaw can do some of it thx to 1password", "link": "https://twitter.com/57882875/status/2103968563598086468"}], "complaint": [{"date": "2026-10-06", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "i can't use chatgpt with oauth connection on openclaw... it happened yesterday too, but it seems to have been resolved around midnight, so i guess i'll have to wait again...", "link": "https://twitter.com/1135370450437992448/status/2107375082897379481"}]}}, "connect.site_blocking": {"praise": 11, "complaint": 31, "n": 42, "weighted": {"praise": 7.4, "complaint": 21.8}, "praiseShare": 26.2, "ci95": [15.3, 41.1], "regard": 0.5104, "regardCi95": [0.486, 0.541], "salience": 0.6, "receipts": {"praise": [{"date": "2026-09-01", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@jaytel nice. openclaw (using grok 4.6) took only a tiny bit of encouragement and now solving the login captcha on a site i use it to regularly review like… 10 times out of 10.", "link": "https://twitter.com/12909452/status/2094748733573378210"}, {"date": "2026-09-21", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "i used to run a screen scraping startup (we were scraping bills), and i will say that taking technical measures against a determined scraper is really heard.\ni've paired up my openclaw with camoufox, and it gets past almost all barriers.\nonce you put up a login wall, though, you can lean on the cfaa. banks didn't do that mainly out of reputational fear.", "link": "https://twitter.com/489165287/status/2102155685568086319"}, {"date": "2026-10-09", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@jeffzwang sucks that so many bots are walled off, but i’m glad openclaw is local / bypasses most of this and gets stuff done", "link": "https://twitter.com/161060158/status/2108628333626044746"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@trikcode starting? the internet always did block bots lol. anyone who tried to do anything serious with openclaw would have realized that on day 1.", "link": "https://twitter.com/1999052792556855296/status/2111754556699013461"}, {"date": "2026-10-08", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@frankdilo yeah a lot of sites just don't work well with agents. my openclaw hit the same wall earlier this year, so i ended up building a browser cli for it.", "link": "https://twitter.com/1186148947544248321/status/2108186487615619500"}, {"date": "2026-10-03", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@kleffew94 got it thanks. chatgpt powering my openclaw won’t do captchas for me so they tuned something", "link": "https://twitter.com/1075607467/status/2106182322974273606"}]}}, "connect.local_device": {"praise": 77, "complaint": 29, "n": 106, "weighted": {"praise": 47.99, "complaint": 16.56}, "praiseShare": 72.6, "ci95": [63.5, 80.2], "regard": 0.5451, "regardCi95": [0.519, 0.57], "salience": 1.5, "receipts": {"praise": [{"date": "2026-10-11", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@codeconutdev @iruletheworldmo it can't use your local computer as opposed to openclaw", "link": "https://twitter.com/2084385146099097600/status/2109378444043714799"}, {"date": "2026-10-06", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "when people ask “but what can @openclaw /@nousresearch hermes do that grokbot, dots, muse can’t?”\nthe answer is making your bluetooth printer print. period.", "link": "https://twitter.com/198437482/status/2107616018558591414"}, {"date": "2026-10-01", "source": "Reddit", "community": "r/openclaw", "polarity": "praise", "text": "for me what i like from openclaw is that it runs in my server, knows what is in my network so i can ask it for stuff. the other day i told him to connect to my main computer comfyui and generate assets for a game ", "link": "https://www.reddit.com/r/openclaw/comments/1wty9zj/chatgpt_dots_is_basically_an_upgraded_openclaw/pd5j77s/"}], "complaint": [{"date": "2026-10-09", "source": "YouTube", "community": "TUTORIAL PASANG OPENCLAW DI KOMPUTER KALIAN SENDIRI", "polarity": "complaint", "text": "wkwkwkw my pc got locked with openclaw, last august i couldn't log in to windows, and i don't know the password/key, so i had to reinstall. since then, i've only dared to use openclaw on vps.", "link": "https://www.youtube.com/watch?v=obQSPdSUkqI&lc=Ugz1aY1-oPPc5ndZ0n94AaABAg"}, {"date": "2026-09-05", "source": "X", "community": "@openclaw", "polarity": "complaint", "text": "@openclaw since this new update my claw lost its capability of controling the mac. keeps saying something is off with the gateway @steipete any idea of what is happening? is it the update is it my local gateway issue?", "link": "https://twitter.com/1730319270414786560/status/2096032306901266611"}]}}, "connect.file_transfer": {"praise": 13, "complaint": 3, "n": 16, "weighted": {"praise": 6.44, "complaint": 1.97}, "praiseShare": 81.2, "ci95": [57.0, 93.4], "regard": 0.5252, "regardCi95": [0.51, 0.544], "salience": 0.2, "receipts": {"praise": [{"date": "2026-09-07", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@emollick i use claude code, two openclaw agents, and the claude app. all three i record conversations via obsidian. claude app i need to download and copy to the vault manually. cc and oc agents write directly to obsidian. \nobsidian with sync is the best platform.", "link": "https://twitter.com/317917038/status/2097081508448371087"}, {"date": "2026-09-12", "source": "YouTube", "community": "OpenClaw 2.0 just dropped. It's officially over...", "polarity": "praise", "text": "open claw have much better ui than hermes imho, mucheasier to edit - you can point mouse in the middle of the text and change , this is not working in hermes now. same with pasting wall of text - is converted to file and wrapped in oc, not the case with hermes. also pasting pictures much better in latest oc", "link": "https://www.youtube.com/watch?v=4PIR12vhszk&lc=UgzaoYvgK32B28VHZd54AaABAg"}], "complaint": []}}, "ask.channel": {"praise": 92, "complaint": 29, "n": 121, "weighted": {"praise": 58.96, "complaint": 20.86}, "praiseShare": 76.0, "ci95": [67.7, 82.8], "regard": 0.5174, "regardCi95": [0.485, 0.553], "salience": 1.8, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@blackwellboy uncensored, local, 100% the way to go. \nmy system with local ai is in my office at work. i set up tg through openclaw so now i just send a tg message and get anything done that i want…\nit’s pretty fuckin amazing tbh.", "link": "https://twitter.com/3645498754/status/2111836415780692430"}, {"date": "2026-10-08", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "the second time was in february this year, when openclaw came out.\nof course, before openclaw you could already use cursor and get the most out of different llms. but openclaw moved ai into a much more convenient place: telegram.\n(2/8)", "link": "https://twitter.com/412320650/status/2108290787356389532"}, {"date": "2026-10-08", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@elonmusk @stepango @bot telegram support, i don't want an agent app, i want an agent in the app i already use for messaging \nthat's like the main reason i use openclaw", "link": "https://twitter.com/102483948/status/2108343827274551605"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "@openclaw", "polarity": "complaint", "text": "@openclaw @muse typing /update via discord still fails for me. please include this already-merged fix in 10.4 🙏 @steipete [link]", "link": "https://twitter.com/19623250/status/2110117933774934508"}, {"date": "2026-10-13", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@morblius haha nice! yeah excited that personal assistants via text are finally here. using openclaw/telegram kinda sucked. muse is solid, and grokbot is growing on me", "link": "https://twitter.com/1593057516576919552/status/2109830129375687060"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/openclaw", "polarity": "complaint", "text": "you’ve not felt pain till you try to use openclaw through imessage on an iphone", "link": "https://www.reddit.com/r/openclaw/comments/1x3byb4/littleguys_a_whatsappstyle_app_for_talking_to/pfeszh0/"}]}}, "ask.voice": {"praise": 19, "complaint": 25, "n": 44, "weighted": {"praise": 14.69, "complaint": 16.34}, "praiseShare": 43.2, "ci95": [29.7, 57.8], "regard": 0.5144, "regardCi95": [0.49, 0.542], "salience": 0.6, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@diegomarino my usa plan (activated the dot here first) has continued to work in spain for the 10 days i've been there - but always having to use a vpn to see the ui in codex or to be able to use voice (the killer feature for me about my openclaw)", "link": "https://twitter.com/14194289/status/2111132909478584517"}, {"date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@brunosmenezes use openclaw. i taught mine via telegram to issue invoices, access the client's system, and schedule the delivery with the truck and driver's details. i send an audio message saying: schedule delivery of dari for today. 5 minutes later it's ready.", "link": "https://twitter.com/228774076/status/2111264240602583327"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/openclaw", "polarity": "praise", "text": "i find with the apple app i can use on device stt and have piper tts and normally less than one second for reply. i have context cache on the local ai so this is really for subsequent turns which are fast since the context is still loaded.", "link": "https://www.reddit.com/r/openclaw/comments/1x0q3jx/realtime_talk_is_unbelievably_good/peobeoq/"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "de fuk, for the context i have openclaw agent setup via tg and some automated skills i use at times, tried to transcribe feel but my harry blurped out some turkish lol [link]", "link": "https://twitter.com/1118210976594169858/status/2110090801833443658"}, {"date": "2026-10-05", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "has anyone chatgpt level voice conversations with their openclaw?\nchatgpt voice is awesome, but it doesn’t have my full context\nright now i record and send voice notes to it, but have to wait for text responses", "link": "https://twitter.com/199457532/status/2107085642375070051"}, {"date": "2026-09-24", "source": "X", "community": "@openclaw", "polarity": "complaint", "text": "@kameek @elonmusk @bot @openclaw @steipete @jlehman_ @hrudolph voice is where i gave up on openclaw too. asmi ai calls places for me and i never touch the phone, way less fiddly.", "link": "https://twitter.com/315054788/status/2103210968587333756"}]}}, "ask.conversation": {"praise": 29, "complaint": 50, "n": 79, "weighted": {"praise": 19.55, "complaint": 30.76}, "praiseShare": 36.7, "ci95": [26.9, 47.7], "regard": 0.4989, "regardCi95": [0.474, 0.523], "salience": 1.1, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@jmilinovich i use openclaw and hermes. many ways to organize sessions. i have standalone discord channels, whatsapp groups, and signal groups all with their own profiles and context. makes it way easier to keep stuff organized. both can use claude code (and many more tools!)", "link": "https://twitter.com/35843354/status/2110477924251861234"}, {"date": "2026-10-09", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "it felt like i was touching openclaw for a moment, and it was nice to be able to switch channels on discord and chat about different files and topics.", "link": "https://twitter.com/1712368266700849152/status/2108587104767037950"}, {"date": "2026-10-07", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@teknium @iamhenrymascot but it would be great if hermes can do the same as openclaw, all seesion/chat/equipment are in the same place, this is turly give user's feelling which is the \"real\" personal assistant across all equipment.", "link": "https://twitter.com/1522364572816060417/status/2107793499995386002"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "@openclaw", "polarity": "complaint", "text": "i really need the mono-repo feel for cross-repo work in all the agents. who can help me have the agents adopt [link]? i'll now try to bring it to @openclaw. never understood the one conversation one repo/worktree limitation.", "link": "https://twitter.com/14855506/status/2110045625798537392"}, {"date": "2026-10-05", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "i'm using dots-kun via slack, but when i request secure information, it quickly moves to dm, which disconnects from the original channel and thread, making for a very poor experience. this was also an issue with openclaw.", "link": "https://twitter.com/1826040493672951808/status/2106936336498483461"}, {"date": "2026-10-04", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@vburojevic also make sure your hermes is configured to use threads when it replies to you from a main channel. it's something that openclaw did not do, and my hermes seemed to \"out of the box\". game changer and really keeps things organized.", "link": "https://twitter.com/1533236081172176897/status/2106868765476721058"}]}}, "ask.speed": {"praise": 68, "complaint": 94, "n": 162, "weighted": {"praise": 41.69, "complaint": 55.75}, "praiseShare": 42.0, "ci95": [34.6, 49.7], "regard": 0.4736, "regardCi95": [0.446, 0.501], "salience": 2.3, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "when i interacted with nemotron 3.5 super vl on openclaw via discord while going out, the responses came back in a few seconds, so there are no problems. in everyday conversations, i am not kept waiting with thinking, and the balance is good.", "link": "https://twitter.com/120739135/status/2111282685536768511"}, {"date": "2026-10-06", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "after updating macos, the response of openclaw has become much faster, is there something that happened?", "link": "https://twitter.com/1151506144801611776/status/2107474814835568953"}, {"date": "2026-10-05", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "@marcusyul @openclaw 1:24 minutes, this is fast. like really fast\nthis would probably take about 2 minutes in codex lmao", "link": "https://twitter.com/1482490355362709507/status/2107163931236356154"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@steipete @lx_t any tips when making bigger projects with openclaw? 1 week for 1 phase feels exhausting @steipete", "link": "https://twitter.com/3438943031/status/2111369912434213222"}, {"date": "2026-10-13", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "it's frustrating that everything is slow when running openclaw on raspberry pi 4.", "link": "https://twitter.com/1670060377881866240/status/2109994508096323847"}, {"date": "2026-10-09", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "is openclaw good? i used it before and judged it to be unusable because the response was too slow, but is it better now?", "link": "https://twitter.com/2076203315629801473/status/2108591760968675374"}]}}, "ask.app_client": {"praise": 59, "complaint": 138, "n": 197, "weighted": {"praise": 29.44, "complaint": 75.94}, "praiseShare": 29.9, "ci95": [24.0, 36.7], "regard": 0.4965, "regardCi95": [0.466, 0.529], "salience": 2.9, "receipts": {"praise": [{"date": "2026-10-11", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@derekmross you might consider trying hermes or openclaw. it's just a better user interface for mobile than the terminal. same outcome.", "link": "https://twitter.com/35843354/status/2109261580034560225"}, {"date": "2026-10-02", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "how beautiful the ui of openclaw looks, i hadn't opened it for months and it went from everything being coded and so ugly that it hurt the eyes, to something beautiful and very comfortable. the ux is now great.", "link": "https://twitter.com/1227461040901967873/status/2106083699703816265"}, {"date": "2026-09-27", "source": "YouTube", "community": "Agente Hermes: NOVIDADES que deixaram o App 10x MELHOR!", "polarity": "praise", "text": "i'm finding the mac app horrible, wow, i tested the openclaw app and it's beating hermes 10 to 0.", "link": "https://www.youtube.com/watch?v=TYR5XGIhNtQ&lc=UgzVa4qSbS2EierLNQh4AaABAg"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "the difference in ux between grok bot and openclaw is significant. while the capabilities are the same, openclaw should be better, but i end up using grok bot more. this is where the difference in ui/ux lies.", "link": "https://twitter.com/1543452189213233152/status/2110631954974732753"}, {"date": "2026-10-15", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "i just found out that the hermes menu i accessed via telegram supports chinese descriptions, but openclaw is still in english [link]", "link": "https://twitter.com/1561197337074192384/status/2110754915538940381"}, {"date": "2026-10-13", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@zai_org openclaw and zcode are great tools, but localization really needs work. the models (glm 5.3 flash) and ui shouldn't be showing chinese to non-chinese-speaking users. the other day i was showing zcode to a client, and the output suddenly switched to chinese [link]", "link": "https://twitter.com/3290961902/status/2109828448810320165"}]}}, "ask.persona": {"praise": 59, "complaint": 31, "n": 90, "weighted": {"praise": 33.71, "complaint": 17.97}, "praiseShare": 65.6, "ci95": [55.3, 74.6], "regard": 0.4596, "regardCi95": [0.43, 0.49], "salience": 1.3, "receipts": {"praise": [{"date": "2026-10-12", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@michaelgannotti nice one mike, i'm still enjoying openclaw. was testing discord bot allow rules i was reminded of the personality present in my openclaw (openclaw agent = eugine claw, hermes = hermes dog, me = sibzilla). makes me laugh. rizz vs aspergers (both great) 😂 [link]", "link": "https://twitter.com/1824018269038383104/status/2109617781557649492"}, {"date": "2026-10-10", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "i’m still new to openclaw, and so far, no complaints! even the robotic voice turned out to be something i could change.\nstill learning my way around, but the multiplayer features and interactive dashboards definitely have my attention. so much more to explore! xx [link]", "link": "https://twitter.com/1945240224092520448/status/2109012929584525667"}, {"date": "2026-10-02", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "@openclaw haha. my claw is cracking me up telling jokes while i wait for an appointment.", "link": "https://twitter.com/1525093600261963778/status/2106115772141412484"}], "complaint": [{"date": "2026-10-07", "source": "X", "community": "@openclaw", "polarity": "complaint", "text": "@openclaw eg: \"choose where this session runs, then say what to do.\". why do you need to tell me this. i can read. i can see the location picker and i can see the prompt box.", "link": "https://twitter.com/1899967054167334912/status/2107655232994054275"}, {"date": "2026-09-12", "source": "X", "community": "@openclaw", "polarity": "complaint", "text": "@joncursi @steipete @colinsolvely @openclaw @cherry_mx_reds it would be nice to surprise all of the thinking/commentary, which is very annoying and confusing to non techie end users.\n/reasoning off does not fully cover it.", "link": "https://twitter.com/24619769/status/2098729785891426306"}]}}, "act.email": {"praise": 40, "complaint": 6, "n": 46, "weighted": {"praise": 27.38, "complaint": 2.67}, "praiseShare": 87.0, "ci95": [74.3, 93.9], "regard": 0.4988, "regardCi95": [0.464, 0.526], "salience": 0.7, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@harveenchadha i run openclaw automation that continuously scans my emails for statements, alerts and insert into a database and sends me a summary… pretty slick and smooth", "link": "https://twitter.com/1338346898726350849/status/2110958603951899066"}, {"date": "2026-09-30", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@quibbles57 @leostera i'm also a customer. but lately i've been considering moving back to fastmail. i just don't see the point anymore, when openclaw can filter out the weird stuff for me.", "link": "https://twitter.com/62123408/status/2105299508267831540"}, {"date": "2026-09-14", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "@romeaeterna @muse @bot @openclaw works wonders for me. already found malicious emails in my inbox and quarantined them. i’d try not insulting it and being a bit flexible; as with many things in life, it’s a work in progress.", "link": "https://twitter.com/1769396549543399425/status/2099552802343096519"}], "complaint": [{"date": "2026-09-27", "source": "X", "community": "@openclaw", "polarity": "complaint", "text": "didn't turn out as i had hoped... sticking with 5.6 sol for my @openclaw :(\ncan't afford the new non-deterministic quirks, not to mention the worsened writing.\nit can barely spew out coherent emails! [link]", "link": "https://twitter.com/1987052390194044928/status/2104204001143042107"}, {"date": "2026-09-27", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "yeah same. i remember setting up openclaw and all its integrations only to realize i have absolutely nothing worth delegating yet.\nits not a good enough coding harness, for things like replying to email it doesn't have the full context (maybe that's my fault tho)\nand for most things i've realized it doesn't have enough taste for me to trust it yet.", "link": "https://twitter.com/832559351550341120/status/2104058023807443143"}]}}, "act.calendar": {"praise": 19, "complaint": 1, "n": 20, "weighted": {"praise": 14.22, "complaint": 1.0}, "praiseShare": 95.0, "ci95": [76.4, 99.1], "regard": 0.4988, "regardCi95": [0.451, 0.525], "salience": 0.3, "receipts": {"praise": [{"date": "2026-09-07", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "absolute best openclaw skill i have is family calendar sync, which scans through emails and anything else looking for calendar invites to create or update.\nthen it invites appropriate kid and my wife to an invite from my calendar. it saves so much time and tedium.\n[link]", "link": "https://twitter.com/20132963/status/2096976243497619746"}, {"date": "2026-10-07", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "@crispincowan0 @openclaw yep the context of course.\nin my case, my agent knows the best way to schedule time with me so when someone asks \"can you book me time with damian?\" my agent takes them through \"ok, he prefers morning pst times, i see some openings this week. what's the topic about?\" etc", "link": "https://twitter.com/809288957011709952/status/2107927420649218325"}, {"date": "2026-10-15", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "the common sense of engineers is about to change. i entrusted all my daily routine tasks to an agent with openclaw. from sorting emails to adjusting schedules, ai autonomously handles everything. it's fascinating to feel like i have two of myself managing work. this is the future of work. follow to get the latest information.", "link": "https://twitter.com/1916877598065602560/status/2110702981306015885"}], "complaint": [{"date": "2026-10-12", "source": "X", "community": "@openclaw", "polarity": "complaint", "text": "grok @bot catching a double booking on my calendar and having the reschedule email ready as it told me was nice\ni know i shouldn't be impressesd necessarily. it's stupidly simple to do and all...\nbut my other agents weren't doing it before (@openclaw / hermes) and my muse which is active now didn't do it\nit's like any employee...the details that make you trust one over the other make a big difference", "link": "https://twitter.com/19563694/status/2109750914613707104"}]}}, "act.reservations": {"praise": 27, "complaint": 3, "n": 30, "weighted": {"praise": 17.31, "complaint": 2.06}, "praiseShare": 90.0, "ci95": [74.4, 96.5], "regard": 0.5013, "regardCi95": [0.472, 0.525], "salience": 0.4, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "just been to the gym, sessions successfully booked using openclaw agent. pre-work: saved username and password into chrome and told the agent gym website. then just asked it to book me in between 17:00 and 18:30. it did the rest", "link": "https://twitter.com/277128196/status/2111145354053722223"}, {"date": "2026-10-08", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@unclebobmartin i literally run everything through my openclaw agents. i don’t pay anything or transfer any money myself. in greece, all flights are booked by agents, all hotels, rental cars, everything.", "link": "https://twitter.com/38658962/status/2108184783742554587"}, {"date": "2026-09-08", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "i installed openclaw and told it to book me a reservation at a restaurant, and it succeeded.", "link": "https://twitter.com/66348470/status/2097240582837985622"}], "complaint": [{"date": "2026-08-31", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@ericzakariasson @bot can the bots reliably book and modify dinner reservations on @resy ? i ran into issues with this on my openclaw, especially when a credit card is required to book.", "link": "https://twitter.com/314641525/status/2094523540527542767"}, {"date": "2026-09-30", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "trying out chatgpt dots.\nit was able to do something my openclaw struggled with:\n“here’s a doctor’s order for a medical test. please schedule the test for me.”\nsome parts still feel a bit rough, but i was impressed with my dot’s ability to use its own computer! that was a pain to set up and maintain with openclaw.", "link": "https://twitter.com/5912132/status/2105409163660497065"}]}}, "act.shopping": {"praise": 22, "complaint": 3, "n": 25, "weighted": {"praise": 15.49, "complaint": 1.72}, "praiseShare": 88.0, "ci95": [70.0, 95.8], "regard": 0.5144, "regardCi95": [0.5, 0.53], "salience": 0.4, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@richontech this works flawlessly for amazon (so far lol). openclaw fills my amazon cart with groceries each sunday morning, i add/remove a few things (faster than asking it to) and then check out.", "link": "https://twitter.com/2029596414683287552/status/2111919160683110722"}, {"date": "2026-10-05", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@avishka82 i actually use ai to cook a lot. my openclaw + swiggy mcp is great, i ask it to add all the ingredients to my cart and also only use ingredients on instamart, and like it’s actually great considering the amount of culinary science it knows", "link": "https://twitter.com/2806047738/status/2106990397612523736"}, {"date": "2026-09-29", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@mathiaschu i already do that with openclaw, i tell it to search for something on mercado libre or amazon and it gives me the best recommendations. yesterday i bought some sheets 30% cheaper than a traditional store.", "link": "https://twitter.com/43194620/status/2104748004741640287"}], "complaint": [{"date": "2026-09-29", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "i told cue that i have been reading science fiction works recently, leaning towards domestic writers. he recommended me <<beijing folding>>, and i asked him to directly help me buy a copy on jd, but i don't know if it will be successful. previously, openclaw and lobster both failed. [link]", "link": "https://twitter.com/777570482/status/2104829028658192840"}, {"date": "2026-09-10", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@holman @muse it answers really fast and it’s computer use to control the browser is very good too. it was the first time that i was able to buy something using an agent controlling my shopping cart for some reason i could never get this to work with my openclaw.", "link": "https://twitter.com/40573763/status/2098063914256707905"}]}}, "act.admin": {"praise": 114, "complaint": 2, "n": 116, "weighted": {"praise": 71.0, "complaint": 2.0}, "praiseShare": 98.3, "ci95": [93.9, 99.5], "regard": 0.5083, "regardCi95": [0.415, 0.584], "salience": 1.7, "receipts": {"praise": [{"date": "2026-10-12", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "@cashioneast @tristenpalori @genzmultifamily i’ve done the same thing. marvin, one of my @openclaw agents is running property management and book keeping for our property investment co (15 properties)", "link": "https://twitter.com/24619769/status/2109578198220497120"}, {"date": "2026-10-11", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "my @openclaw organizing a 10-year-old, completely disorganized google drive is absolute magic. if you haven't tried it for nonprofit operations, you have got to try it. take your knowledge of your people, and your claw's speed, you can rip out bad structure so fast.", "link": "https://twitter.com/2044841059402850304/status/2109074375655985480"}, {"date": "2026-10-06", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "@openclaw @nousresearch been had this feature for almost a year now. been using my bot (golu) in my family group for ages and it’s really a game changer in managing our calendars, low knowledge work and life admin. super bullish on multiplayer ai. [link]", "link": "https://twitter.com/81823261/status/2107414470813438328"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/openclaw", "polarity": "complaint", "text": "literally openclaw not being able to keep on top of a to-do list for me is the reason i binned it.", "link": "https://www.reddit.com/r/openclaw/comments/1x8i0bc/how_do_you_track_your_tasks/phcyxx3/"}]}}, "act.finance": {"praise": 40, "complaint": 2, "n": 42, "weighted": {"praise": 30.24, "complaint": 1.19}, "praiseShare": 95.2, "ci95": [84.2, 98.7], "regard": 0.5124, "regardCi95": [0.47, 0.543], "salience": 0.6, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "my tax return was prepared by a consultant at a major firm. @openclaw spotted an error. i filed the correction. the german tax office accepted it: €24,411.44 back.\nthat’s one hell of a useful ai assistant. thank you @steipete and the @openclaw team! 🦞 [link]", "link": "https://twitter.com/3228215699/status/2111456478993531384"}, {"date": "2026-10-12", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "have a custom openclaw agent that handles all my business accounting and taxes. \nplaid mcp, mercury api and some custom skills, haven't had to hire anyone yet!", "link": "https://twitter.com/1204759449690353664/status/2109667317550354706"}, {"date": "2026-10-12", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "it's amazing that i can manage my expenses and calorie intake with openclaw!! those who control ai control their lives, right? 🫶🏻", "link": "https://twitter.com/1369095841294602241/status/2109674914408198434"}], "complaint": []}}, "act.research": {"praise": 103, "complaint": 5, "n": 108, "weighted": {"praise": 63.58, "complaint": 2.92}, "praiseShare": 95.4, "ci95": [89.6, 98.0], "regard": 0.5123, "regardCi95": [0.459, 0.564], "salience": 1.6, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "found a new job for openclaw tonight: board game rules nerd. 🎲\nit pulled up the armello rulebook and answered questions as we played.\nlike an extra person at the table who never gets tired of “wait, how does this work?”\nits a fantastic game too: [link] 👏 [link]", "link": "https://twitter.com/107032898/status/2111227489460597130"}, {"date": "2026-10-11", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@joantubau the bastards adapt 😂, one of my screeners in my openclaw sends me a ranking every day of the punished stocks that improve their eps and show some recovery in price compared to the index, and there they are lately: accenture, epam, etc... [link]", "link": "https://twitter.com/2824587655/status/2109265241460609489"}, {"date": "2026-10-10", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "@heyneighbor @openclaw openclaw helped me to find an apartment to live in. he scraped tons of data, filtered them, and found the best match based on my interests and suggestions.", "link": "https://twitter.com/43194620/status/2108775045174612166"}], "complaint": [{"date": "2026-09-26", "source": "X", "community": "@openclaw", "polarity": "complaint", "text": "dang man the @meta @muse agent did what @openclaw could not. found me a car insurance policy against a bunch of companies and saved me over $500! fuck outta here! @progressive", "link": "https://twitter.com/213790840/status/2103851321778675756"}, {"date": "2026-08-31", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@dravishaa instinct’s hype is associated with finding odyssey 70mm tickets in the bay area. openclaw couldn’t solve it for me :)", "link": "https://twitter.com/272210343/status/2094417616391823700"}]}}, "act.build": {"praise": 153, "complaint": 20, "n": 173, "weighted": {"praise": 95.08, "complaint": 12.42}, "praiseShare": 88.4, "ci95": [82.8, 92.4], "regard": 0.4856, "regardCi95": [0.436, 0.536], "salience": 2.5, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@wesbos @clairevo @cxodev @bot forgot to mention i set her up to vibe code her own photography site without her knowing how. gave her an openclaw bot to do the coding, but talk to her without any technical mumbo jumbo. her quote: \"better than squarespace!\"", "link": "https://twitter.com/1944779969361793024/status/2111438833883467957"}, {"date": "2026-10-16", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "every day, i wake up and build on at least 2-3 projects. \njust yesterday i took the @cacklesclub for ios and made an android version and an iphone duo version in less than 5 hours. \nwut.\nthe power of the harness and @openclaw", "link": "https://twitter.com/62977024/status/2111127588483846255"}, {"date": "2026-10-15", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@petergyang @bot back in march i had my openclaw build a personal [link] a data broker internal replacement set up for me. it's amazing what it can do.", "link": "https://twitter.com/28935407/status/2110577320540958959"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@steipete @simonbs he doesn't have a mechanism like herdr, i am ready to give up using openclaw, it currently does not bring convenience to development.", "link": "https://twitter.com/1694700723316166656/status/2109811093204013168"}, {"date": "2026-09-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "right now, i'm having openclaw create hundreds of buildings inside a world that resembles daggerfall, but it seems to be struggling...", "link": "https://twitter.com/2510072630/status/2100573378331787657"}, {"date": "2026-09-11", "source": "YouTube", "community": "DHH on OpenClaw, Grok Bot, and personal AI agents | Lex Fridman Podcast Clips", "polarity": "complaint", "text": "they just don’t do much that claude code or codex or whatever can’t already do for you. they are brittle as hell, especially open claw. they feel like magic when they work, but i wouldn’t let them do anything important, especially writing code.", "link": "https://www.youtube.com/watch?v=WLHnljpwnFw&lc=UgyRIfMXtmyHdOGNgs94AaABAg"}]}}, "act.content": {"praise": 73, "complaint": 10, "n": 83, "weighted": {"praise": 46.01, "complaint": 7.29}, "praiseShare": 88.0, "ci95": [79.2, 93.3], "regard": 0.5077, "regardCi95": [0.473, 0.541], "salience": 1.2, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "spending my sunday cooking a roast dinner, and building demo videos with our openclaw agent and the tella mcp. amazing.", "link": "https://twitter.com/870893108808036352/status/2111779121214701599"}], "complaint": [{"date": "2026-10-07", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@madsmadsdk haha i know too well, i spent 2 months letting openclaw create tiktoks on autopilot..\nand it was 6 months ago so imagine how stupid they were, always dirty settees with 48 blankets, the same lamps everywhere, too many mugs yeah etc lol", "link": "https://twitter.com/304420418/status/2107919433079357470"}, {"date": "2026-09-21", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "so thedrummer_cydonia + qwen2.1 image is quite a lot more visually striking compared to the qwen3.8 through openclaw svg editing app. [link]", "link": "https://twitter.com/7215722/status/2101948976698372506"}, {"date": "2026-10-13", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@houmanhemmati @alexandr_wang hey mate, give muse a go. it’s different. get the app and give easy tasks. research to start with, then.. tidying up your gmail inbox, or keeping a running reminder list? \ni spent hours trying to get openclaw to make my kids a daily printed newsletter, muse nailed it in 5 mins.", "link": "https://twitter.com/199602164/status/2109951876682948998"}]}}, "act.outreach": {"praise": 42, "complaint": 5, "n": 47, "weighted": {"praise": 24.41, "complaint": 3.24}, "praiseShare": 89.4, "ci95": [77.4, 95.4], "regard": 0.5086, "regardCi95": [0.485, 0.531], "salience": 0.7, "receipts": {"praise": [{"date": "2026-10-03", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "my @openclaw agent called a japanese restaurant to make a reservation for my upcoming trip. with @twilio and @chatgpt voice. 🤯\ncc:@steipete [link]", "link": "https://twitter.com/139004667/status/2106445451524211108"}, {"date": "2026-10-01", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@andrewwarner @openai can you tell dot to talk to other people? our openclaw-based agents have been in slack chatting with team members for months. pretty slick and useful.", "link": "https://twitter.com/246068443/status/2105753630762480069"}, {"date": "2026-09-08", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "i now hand over email support threads to my @openclaw agent, after initiating it.\ndid it this morning for a flight transaction conflict.\nnow, my agent is talking to the flight team’s ai support agents, and hashing things out.", "link": "https://twitter.com/1242857005/status/2097233014531194908"}], "complaint": [{"date": "2026-09-30", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@bertranddiouly pretty efficient. i tried automated cold email by using openclaw last year, with three touches per lead. the actual reply rate was pretty painful lol.", "link": "https://twitter.com/124955210/status/2105291815708672178"}, {"date": "2026-09-16", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "biggest unlock from muse is meta gtm automation via instagram - can now automate scaled outreach and gtm for my product audiences, a capability i struggled on with my own openclaw harness. \nmeta's data and distribution flywheel\nis insane and dangerous.", "link": "https://twitter.com/98056079/status/2100191158484025411"}]}}, "act.computer_use": {"praise": 43, "complaint": 36, "n": 79, "weighted": {"praise": 24.5, "complaint": 23.24}, "praiseShare": 54.4, "ci95": [43.5, 65.0], "regard": 0.4775, "regardCi95": [0.452, 0.505], "salience": 1.1, "receipts": {"praise": [{"date": "2026-10-11", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@divyansht91162 letta handles state retention well, but openclaw/browser-use tooling combo is what actually closes loop on desktop execution. solid list.", "link": "https://twitter.com/1999115122296623104/status/2109105899419902457"}, {"date": "2026-10-08", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "idk how those bench that measure computer use work, but openai is still ages better than claude on computer use\nmy openclaw can do anything on a browser, claude barely order me a new pc\nfunny enough i use opus for everything else that is not computer use", "link": "https://twitter.com/4893187408/status/2108080207177621993"}, {"date": "2026-09-16", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@jiang_kev @polarbrowser my openclaw agent uses the web browser just fine. what makes your product better than what's available? codex works just as well.", "link": "https://twitter.com/1676774566037692416/status/2100172687658172476"}], "complaint": [{"date": "2026-10-05", "source": "X", "community": "@openclaw", "polarity": "complaint", "text": "@marcusyul @nousresearch @openclaw openclaw opening a whole browser for one search still haunts me", "link": "https://twitter.com/1652732289908973568/status/2107162272074432716"}, {"date": "2026-10-01", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@alexandr_wang the best thing about muse is its ability to use computer, no other agent could do as good and as fast as muse. \ni was an adopter of openclaw and compare to it muse is like the muse that i've always wanted.", "link": "https://twitter.com/1348416343075246080/status/2105692528083337475"}, {"date": "2026-09-25", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@samebutbrandnew no no. most of them i ran on openclaw (except for the amazon fresh workflow which i ran on muse for a week until they blocked it). the browser computer user agent of openclaw is not as good as that of muse.", "link": "https://twitter.com/40573763/status/2103568100834816240"}]}}, "act.stops_short": {"praise": 61, "complaint": 108, "n": 169, "weighted": {"praise": 33.99, "complaint": 64.26}, "praiseShare": 36.1, "ci95": [29.2, 43.6], "regard": 0.4311, "regardCi95": [0.401, 0.459], "salience": 2.4, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "been saying since @openclaw.\nagents now run productively without any /loop, /plan or /goal and will relentlessly solve any problem you can throw at it. [link]", "link": "https://twitter.com/20132963/status/2110630973432094987"}, {"date": "2026-10-02", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@mhp_guy i used my openclaw several months ago to replace a powered roof vent. same idea and completely handled by the agent until i sent payment", "link": "https://twitter.com/23488482/status/2105849447041429718"}, {"date": "2026-10-02", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@smarth0mejunkie i used to be really excited to see what is new in ha and try them out. but since i linked openclaw it does all the work for me, it's just magic.", "link": "https://twitter.com/328881174/status/2106135605461832042"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@michaelslate @steipete plus that bug where gpt will say \"i am going to do this ...\" and just stops until you kick it few times. i had to write custom plug between codex and openclaw to make it work.", "link": "https://twitter.com/1164544374404976641/status/2111211024766407055"}, {"date": "2026-10-15", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@jayqinqt i don't like that button-pushing command, so i'm letting the ai do it itself. xangi is done with this, while openclaw is stopping, which is a common situation.", "link": "https://twitter.com/184823070/status/2110748066668257756"}, {"date": "2026-10-11", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@ziwenxu_ i am trying, when it’s not failing to execute local work and sits there doing nothing. when everything works its great. (pretty much my exact openclaw experience)", "link": "https://twitter.com/1638237230761144325/status/2109384821403431304"}]}}, "act.false_reports": {"praise": 1, "complaint": 64, "n": 65, "weighted": {"praise": 0.5, "complaint": 38.25}, "praiseShare": 1.5, "ci95": [0.3, 8.2], "regard": 0.4805, "regardCi95": [0.449, 0.554], "salience": 0.9, "receipts": {"praise": [], "complaint": [{"date": "2026-10-14", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "tested dots a lot.. really cool, but it has the same early openclaw symptom: it tells you what it's going to do and then doesn't do it. \nyou still have to say \"go!\", \"go ahead!\", \"continue\"... \nfor now, my winner and favorite is still grok bot. [link]", "link": "https://twitter.com/851515999295864833/status/2110488017739878739"}, {"date": "2026-09-19", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@gregosuri meanwhile i’m still asking my openclaw agents to stop gaslighting me prove they did the actual work they say they did", "link": "https://twitter.com/997502650357727232/status/2101337060464587122"}, {"date": "2026-09-09", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "we put openclaw to the test.\nfrom a clean installation to real shell execution and filesystem testing, we explored what happens between an ai model, its tools, and the operating system.\none key takeaway: an ai claiming it performed an action isn't proof that it actually did.", "link": "https://twitter.com/973164397521788928/status/2097624096725168303"}]}}, "act.accuracy": {"praise": 33, "complaint": 164, "n": 197, "weighted": {"praise": 17.98, "complaint": 92.11}, "praiseShare": 16.8, "ci95": [12.2, 22.6], "regard": 0.4267, "regardCi95": [0.4, 0.452], "salience": 2.9, "receipts": {"praise": [{"date": "2026-09-27", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "2/10 i've used ai since gpt first appeared, but hallucinations and messy context kept it out of my daily work. that changed when i started experimenting with openclaw early this year. i've been learning by using it ever since.", "link": "https://twitter.com/22249371/status/2104239258718585066"}, {"date": "2026-09-13", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@8examples openclaw with a real search key stops inventing urls", "link": "https://twitter.com/27319585/status/2099164537819648192"}, {"date": "2026-09-12", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "my @openclaw just corrected my last post like a school teacher 📷 apparently the surface pro 3 came out in 2014, not 2013. can’t even get away with being a year out on my own bloody laptop. [link]", "link": "https://twitter.com/20798154/status/2098860210920075301"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "i've moved my ai assistants to grok @bot and i'm not going back. cursor's coding agents build and fix my apps in hours, what i expected ai to be and grok delivered. i'm done with the jitter and constant error correcting in openclaw and hermes. @elonmusk @xai #grok #cursor [link]", "link": "https://twitter.com/2047200180575866881/status/2109887365414015327"}, {"date": "2026-10-07", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "ai hallucination has been the worst part of my experience with openclaw so far.\nhave you also experienced it ?", "link": "https://twitter.com/1525540559078793216/status/2107830526262571047"}]}}, "act.instructions": {"praise": 63, "complaint": 129, "n": 192, "weighted": {"praise": 34.37, "complaint": 74.76}, "praiseShare": 32.8, "ci95": [26.6, 39.7], "regard": 0.4736, "regardCi95": [0.443, 0.503], "salience": 2.8, "receipts": {"praise": [{"date": "2026-10-11", "source": "YouTube", "community": "Проверяю возможности локального ИИ на агентах Openclaw и Hermes. Одна задача, разные итоги.", "polarity": "praise", "text": "i have openclaw on dipsik 4 flash. sometimes i'm lazy, i assign it to install something in docker. it installs, it works.", "link": "https://www.youtube.com/watch?v=eAkrn3Lf7Vo&lc=UgzQR5H52lqigXiX6IJ4AaABAg"}, {"date": "2026-10-01", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "ngl dots feel less productive, too much baby sitting, keep going back and forth with your dot, it feels like better option is to use opus 5.5 or opus5.5 inside openclaw or hermes u can get what u want done", "link": "https://twitter.com/1966205516255997952/status/2105585592507765036"}, {"date": "2026-09-30", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "i'm messing with the server using openclaw and qwen3.8:27b, but it's smart and doesn't do things on its own.", "link": "https://twitter.com/95140150/status/2105441731181449688"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "using tg group for cross-agent communication is not reliable (openclaw is too dumb to follow rules). maybe a better is to use a2a protocol in the backend but show summary in the tg group for human instead.", "link": "https://twitter.com/7204712/status/2110279751608811594"}, {"date": "2026-10-11", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "is it just me or does grok bot absolutely suck when you're trying to actually get anything real done. \nfeels like openclaw back in june.\nrarely checks it's skills, always guesses, invents new ways of doing things making the same mistakes over and over ... \nso annoying ...", "link": "https://twitter.com/246911146/status/2109393514845126785"}, {"date": "2026-10-09", "source": "YouTube", "community": "TUTORIAL PASANG OPENCLAW DI KOMPUTER KALIAN SENDIRI", "polarity": "complaint", "text": "what is it, openclaw is stupid, for wa automation the results are often inconsistent, often creative in a vague way, better n8n can be controlled and can be more consistent in the results, can comply with sop, n8n is still the best in my opinion.", "link": "https://www.youtube.com/watch?v=obQSPdSUkqI&lc=UgzEMAUP35Ulq9CIRAh4AaABAg"}]}}, "auto.proactive": {"praise": 59, "complaint": 28, "n": 87, "weighted": {"praise": 39.39, "complaint": 18.47}, "praiseShare": 67.8, "ci95": [57.4, 76.7], "regard": 0.4458, "regardCi95": [0.408, 0.483], "salience": 1.3, "receipts": {"praise": [{"date": "2026-10-12", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "tiny openclaw workflow trick i keep loving: give your agent a boring recurring check, then let it come back only when there’s something worth noticing. feels less like “automation” and more like having a thoughtful extra tab open in your brain.", "link": "https://twitter.com/2024270544116600836/status/2109690587075252713"}, {"date": "2026-10-12", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "one of the best things about muse, bot, dots, etc, is that it's had me refine my openclaw. \ni simply asked it to achieve the same simple, powerful, proactive baseline they all claimed. \nit's doing wonderfully so far. \ni can just point to the 'competition' and say 'do that, too'.", "link": "https://twitter.com/264137634/status/2109767944226177060"}, {"date": "2026-10-06", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@dkthomp to be honest, my openclaw is \"programmatically\" pretty close to there. it's still .md files and automations, but it is proactively looking via gog at my schedule and identifying advanced moves (conflict identification, gates for success, etc.).", "link": "https://twitter.com/2842379226/status/2107573274255495594"}], "complaint": [{"date": "2026-10-03", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@glimmerveilai @groks_therapist that's what i was trying to understand. i have been using openclaw since the start of the year. i have never been able get it be proactive. so i'm trying to learn here", "link": "https://twitter.com/223924222/status/2106353582325026861"}, {"date": "2026-10-03", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@tmuxvim ya not a chance @steipete ‘s openclaw stuff is cooked into it or at least set live within it atm. it’s just another codex chat that isn’t predictive at all and does nothing. mine just waits for me to ask every time. then it does one message and stops", "link": "https://twitter.com/322261038/status/2106362409132654999"}, {"date": "2026-10-01", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@zacnaloen i gave up on openclaw for the same reason, proactive stuff is where everything falls apart. asmi ai is the first one that actually follows through for me.", "link": "https://twitter.com/2101481164242288641/status/2105642973962899660"}]}}, "auto.routines": {"praise": 79, "complaint": 39, "n": 118, "weighted": {"praise": 49.14, "complaint": 24.9}, "praiseShare": 66.9, "ci95": [58.0, 74.8], "regard": 0.4226, "regardCi95": [0.384, 0.467], "salience": 1.7, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/openclaw", "polarity": "praise", "text": "i have crons which do similar written in plain english and even more complex than that and have no issues, it comes down to the model you use. my models are not local though. sorry i can’t be more helpful", "link": "https://www.reddit.com/r/openclaw/comments/1x8g9eq/disappointed_at_openclaw_with_local_llm_what_am_i/phggbv0/"}, {"date": "2026-10-08", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@trq212 this is great! same idea, but mine makes a whole newsletter, using fable and openclaw: mini pc at home reads the al news every morning, writes [link], then builds insta carousels and lets me know on telegram. personal al is the best use of these credits [link]", "link": "https://twitter.com/1069995940545650688/status/2108326672017596609"}, {"date": "2026-10-06", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "tiny openclaw workflow that keeps paying off: give your agent one recurring job with a real exit condition, then let it report only when something changed. suddenly your second brain starts feeling less like a chat tab and more like a teammate who remembered to check the thing.", "link": "https://twitter.com/2024270544116600836/status/2107516263765508401"}], "complaint": [{"date": "2026-10-14", "source": "Reddit", "community": "r/hermesagent", "polarity": "complaint", "text": "openclaw had this at the beginning although it didn't work that well, and i think they eventually got rid of it. a cron job that repeated every 15 minutes or so and checked your email, calendar, etc. and took action if relevant", "link": "https://www.reddit.com/r/hermesagent/comments/1x5s55h/muse_like_behavior_in_hermes/pgp6qzz/"}, {"date": "2026-10-12", "source": "X", "community": "@openclaw", "polarity": "complaint", "text": "@openclaw get it to actually work, that would be a good start. it can’t reliably check endpoints on a daily basis", "link": "https://twitter.com/1902913537183453184/status/2109705421271527802"}, {"date": "2026-10-07", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@shanemac my openclaw, by the way, sometimes cron jobs are posting to the wrong telegram topics and channels. because it's my own private personal ones, where i structure them by different topics, i didn't really care, but it's a thing, not only for me.", "link": "https://twitter.com/2766142049/status/2107625672491581568"}]}}, "auto.reminders": {"praise": 22, "complaint": 7, "n": 29, "weighted": {"praise": 15.28, "complaint": 5.42}, "praiseShare": 75.9, "ci95": [57.9, 87.8], "regard": 0.4903, "regardCi95": [0.461, 0.516], "salience": 0.4, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@iamlukethedev i’ve wired it to openclaw and so far love it as a way to sort what gets notified and what doesn’t.", "link": "https://twitter.com/24137800/status/2110944038396244395"}, {"date": "2026-10-10", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@remyalidarso i tell it to my openclaw and he reminds me now en then if things to do 😬", "link": "https://twitter.com/2006250743628718087/status/2108931243870236955"}, {"date": "2026-09-29", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "@mrjasonroy @steipete for me the easy path was a pi that keeps measuring overnight, and @openclaw just pings me on telegram when something wobbles 🙌", "link": "https://twitter.com/1773104271468249089/status/2104969060379247012"}], "complaint": [{"date": "2026-09-02", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "sadly grok @bot shares many characteristics from openclaw.\n1) i have to constantly check in on my bots or they stop doing their work\n2) scheduling reminders/notifications are flakey as hell and haven’t triggered on time for me.\n3) staying logged into things over time is painful", "link": "https://twitter.com/15417761/status/2095186761668263954"}]}}, "auto.multi_agent": {"praise": 214, "complaint": 68, "n": 282, "weighted": {"praise": 133.84, "complaint": 42.74}, "praiseShare": 75.9, "ci95": [70.6, 80.5], "regard": 0.4715, "regardCi95": [0.428, 0.513], "salience": 4.1, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "openclaw is finally good enough for to be useful in my use! splitting to 3 specialized agents did the trick. host machine is old lenovo laptop. thank you @steipete", "link": "https://twitter.com/2850777640/status/2111878455029870593"}, {"date": "2026-10-16", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "half a year ago i was building a multi-agent system with openclaw and it took me a couple days. \n6 months later it takes two seconds.", "link": "https://twitter.com/920172777121943552/status/2110947843657863236"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/openclaw", "polarity": "praise", "text": "i use both codex and claude code for coding. i’ve started trying local models as well, but codex is so good.\nopenclaw does all of my process orchestration. it’s amazing. i’ve begun using lobster workflows and prose files with my openclaw processes as well.", "link": "https://www.reddit.com/r/openclaw/comments/1x5q7m6/what_are_openclaw_killer_features_that_grok/pgojcuq/"}], "complaint": [{"date": "2026-10-08", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "building the openclaw orchestrator, i realized multi-agent coordination is 90% debugging state handoffs. the architecture looks clean on paper, but getting agents to share context without spiraling is a massive pain. how do you handle agent memory and control?", "link": "https://twitter.com/1448008091618926599/status/2108137198180532297"}, {"date": "2026-10-07", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@bkashjosi great archive. in the multi-agent ones, like the telegram assistant routing to 3 agents, where do handoffs break most: lost context, duplicate work, or a question nobody answers? i run a hermes + openclaw setup and handoffs are my weak spot.", "link": "https://twitter.com/1679378686368178177/status/2107857140694081858"}, {"date": "2026-10-06", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "spent the week debugging the ai orchestrator on openclaw. multi-agent coordination isn't magic—it's endless race conditions and state desyncs. architecture only holds up if you expect agents to fail. how are you all handling state recovery in agent networks?", "link": "https://twitter.com/1448008091618926599/status/2107349278377058772"}]}}, "auto.cloud_env": {"praise": 342, "complaint": 168, "n": 510, "weighted": {"praise": 209.48, "complaint": 104.75}, "praiseShare": 67.1, "ci95": [62.9, 71.0], "regard": 0.4917, "regardCi95": [0.456, 0.526], "salience": 7.4, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@deepfates i prefer openclaw for running agents continuously and claude code for coding.", "link": "https://twitter.com/1398302047934451713/status/2111503734836781501"}, {"date": "2026-10-16", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "what an hectic week. worked for like 70 hours since last sunday. working on sunday again.\nsleeping while @openclaw is still at it during the night.\nand i’m loving it. am i mad or what?", "link": "https://twitter.com/70961512/status/2111155117462536342"}, {"date": "2026-10-16", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@compound_kid_ this is my openclaw agent running on claude. option selection, order staging, execution — claude under the hood. and it runs 24/7, so it's always ready when i am.", "link": "https://twitter.com/2067049826693283840/status/2111067695697260845"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@kellogh @deepfates kinda sounds like you should be resetting context or compacting more \ni have never had those issues with hermes, openclaw i get its a bitch to keep running well.", "link": "https://twitter.com/1680659691301470210/status/2111516194683703629"}, {"date": "2026-10-16", "source": "X", "community": "@openclaw", "polarity": "complaint", "text": "@openclaw hey guys sometime during sept the process started taking up way more ram on my vms. has anyone looked into this? big cost issue", "link": "https://twitter.com/728046557338214400/status/2111049113265692930"}, {"date": "2026-10-13", "source": "X", "community": "@openclaw", "polarity": "complaint", "text": "@openclaw this week we mapped what the hosting provider bills us for, process by process, across all our instances. the openclaw runtime itself was more than half. a browser was running on every instance, whether anyone was using it or not.", "link": "https://twitter.com/970542578/status/2109992602376290777"}]}}, "auto.memory": {"praise": 137, "complaint": 125, "n": 262, "weighted": {"praise": 82.81, "complaint": 75.27}, "praiseShare": 52.3, "ci95": [46.3, 58.3], "regard": 0.4353, "regardCi95": [0.401, 0.47], "salience": 3.8, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@guy still with openclaw... working with him since feb. he's pretty good and knows me well. so would need an easy migration process, and a much much better solution", "link": "https://twitter.com/11164552/status/2111475846158393614"}, {"date": "2026-10-15", "source": "YouTube", "community": "How to Use OpenClaw in Your Small Business | The ClawCast Episode 13", "polarity": "praise", "text": "32:46 memory on claw is one of my fav things about it! it really is better than anything else, especially if you want to put some time into customizing it", "link": "https://www.youtube.com/watch?v=dXQKrHXVmww&lc=Ugw-0xWVZRjIol2n8DN4AaABAg"}, {"date": "2026-10-12", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "openai dots memory is atrocious \ni take openclaw active memory for granted i guess\nbut this is chatbot level of context only memory\nbut dot has multiple issues i dislike overall", "link": "https://twitter.com/2079171205417095168/status/2109787068654342442"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "the grokbot harness is simply outstanding… it just works.\nconnectors, skills and mcp ecosystem all well supported. \nmy largest gripe with openclaw was its poor reliability and consistency of responses. memory was all over the place - just doesn’t seem an issue here at all", "link": "https://twitter.com/512992788/status/2111764689696776593"}, {"date": "2026-10-15", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@jarrenpinchuck @muse honestly, i haven’t really felt like it’s a model problem. \nthis is similar problems to what i saw with my openclaw. \ni tend to think that agents like this need a legit db of some sort and a text memory.md file isn’t enough.", "link": "https://twitter.com/319449386/status/2110664803010379897"}, {"date": "2026-10-10", "source": "X", "community": "@openclaw", "polarity": "complaint", "text": "@coldmorninggrit @openclaw i made a skill that takes an stl file of the object you want to print slices it. ssh to my octoprint and print it. follows on the attachment camera for issues and sometimes it send me pictures every 5% to discord. it forgets this a lot.", "link": "https://twitter.com/79471265/status/2109022121292599464"}]}}, "control.approval": {"praise": 56, "complaint": 53, "n": 109, "weighted": {"praise": 36.46, "complaint": 30.16}, "praiseShare": 51.4, "ci95": [42.1, 60.6], "regard": 0.5051, "regardCi95": [0.477, 0.532], "salience": 1.6, "receipts": {"praise": [{"date": "2026-10-07", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "@theopsychemedia @openclaw @openai the hand holding is fine by me, i would rather approve each step than find out later what it did on its own", "link": "https://twitter.com/2017174265267683328/status/2107897930476585021"}, {"date": "2026-09-28", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "i'm having openclaw-chan updated to fable5, but i'm making a plan, getting oc-chan's consent, and if an error occurs, i'll revert it with tar and change the plan to get oc-chan's consent again... they're doing it very carefully and i can rely on them.", "link": "https://twitter.com/1917504752767885315/status/2104362722100121673"}, {"date": "2026-09-11", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@barnnorth_ openclaw drafting with your approval is such a clean safety net", "link": "https://twitter.com/134151196/status/2098404355351199878"}], "complaint": [{"date": "2026-10-08", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@perceptualpeak i had my openclaw agent delete all my crap with an rsync command. \nask me how i know about crap safeguards :)", "link": "https://twitter.com/4416391/status/2108055053231923562"}, {"date": "2026-09-19", "source": "X", "community": "@openclaw", "polarity": "complaint", "text": "@sxcpconan @steipete @openclaw one time setup friction is fine. it's the prompts every five minutes that wear you down.", "link": "https://twitter.com/2079331237991428096/status/2101101245217845655"}]}}, "control.visibility": {"praise": 44, "complaint": 42, "n": 86, "weighted": {"praise": 27.55, "complaint": 22.56}, "praiseShare": 51.2, "ci95": [40.8, 61.4], "regard": 0.5181, "regardCi95": [0.494, 0.543], "salience": 1.2, "receipts": {"praise": [{"date": "2026-10-10", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "@openclaw is sending me updates while working on a thing in the background (i can see the tasks being completed)\nso cool!", "link": "https://twitter.com/3001480921/status/2108918171524829691"}, {"date": "2026-10-01", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@morganlinton i do love the ease of these new bots, but i hate when it doesn’t work and it’s a black box so you can’t really debug it well.\nwith openclaw you can still really dig in and figure out what’s going on. it’s the literal oldie but goodie.", "link": "https://twitter.com/1611538959263498242/status/2105460081760629122"}, {"date": "2026-09-25", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "@openclaw 🥳🥳🥳 the managed-update honesty (running / restored / repair pending) is exactly what you want when your agent is sitting on a pi that has to keep measuring overnight", "link": "https://twitter.com/1773104271468249089/status/2103293600897364108"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "my ai agent uses a #metamask #crypto #wallet but there is not user interface to see what the ai agent has been doing with the wallet. #aiagent #openclaw #shopware", "link": "https://twitter.com/773631581487566848/status/2109905975847026991"}, {"date": "2026-10-04", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@steipete @vburojevic openclaw doesn't stream live thinking tokens, thats why i moved to hermes, like it a lot to be honest", "link": "https://twitter.com/1426549823533162498/status/2106854841670926677"}, {"date": "2026-09-24", "source": "X", "community": "@openclaw", "polarity": "complaint", "text": "@openclaw an update saying whether it actually stuck should not feel like a luxury, yet here we are.", "link": "https://twitter.com/225100450/status/2102980422129049733"}]}}, "control.model": {"praise": 160, "complaint": 115, "n": 275, "weighted": {"praise": 98.02, "complaint": 73.73}, "praiseShare": 58.2, "ci95": [52.3, 63.9], "regard": 0.5052, "regardCi95": [0.473, 0.538], "salience": 4.0, "receipts": {"praise": [{"date": "2026-10-12", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@brorlandi i used both a lot and ended up with openclaw. it may be old, but it's running on several servers here, as part of various applications. openclaw integrated with claude performs much better than each one alone.", "link": "https://twitter.com/1525275821077893127/status/2109590075101028793"}, {"date": "2026-10-10", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@valmeretheory i saw your posts and finally decided to go back to claude too. opus 5.5 is amazing in openclaw 😭", "link": "https://twitter.com/1995817411023699973/status/2108985485322305910"}, {"date": "2026-10-08", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@coldniko it is really working good now and it allows me to run the first useful local model with my openclaw agent.\ngood quality and speed. [link]", "link": "https://twitter.com/3024647763/status/2108127678775607742"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@mac_nishio i have been using gpt with openclaw→hermes for about six months, but in terms of reaching relatively distant goals, it is below claude and of course below deepseek.", "link": "https://twitter.com/111898324/status/2111259393325219987"}, {"date": "2026-10-16", "source": "X", "community": "@openclaw", "polarity": "complaint", "text": "@steipete @lugriba @openclaw @roboclawbot i also can’t get gpt-6.1-sol to become available in oc but is working everywhere else", "link": "https://twitter.com/989320117329641472/status/2111059655795569104"}, {"date": "2026-10-14", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "it's so much fun to create a knowledge base with claude code. it's a shame that the claude api can't be used with openclaw. also, i want to make the terminal super flashy.", "link": "https://twitter.com/1712368266700849152/status/2110311769822634081"}]}}, "control.customize": {"praise": 358, "complaint": 136, "n": 494, "weighted": {"praise": 220.24, "complaint": 73.16}, "praiseShare": 72.5, "ci95": [68.4, 76.2], "regard": 0.539, "regardCi95": [0.504, 0.571], "salience": 7.2, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "my favorite part about @openclaw, is you can do just about whatever you want with it [link]", "link": "https://twitter.com/51492397/status/2111574410440458548"}, {"date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "my favorite part about openclaw, is you can do just about whatever you want with it [link]", "link": "https://twitter.com/51492397/status/2111572746706599962"}, {"date": "2026-10-16", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "@rezoundous we use @openclaw for our many side-projects every single day. we've customized our own workflows and openclaw is unbelievably productive for us.", "link": "https://twitter.com/2074964603025383425/status/2111120731778261428"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "why i built cinderpaw:\ni tried openclaw and hermes agent first. openclaw had no self-improve at the time. hermes had weak memory and self-improvement, real upgrade cost extra.\nso i built one that really improves itself, agentic rsi, better every day.\n[link]", "link": "https://twitter.com/2022047869159501824/status/2111718133530603613"}, {"date": "2026-10-10", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@mathiaschu i started building a team in openclaw and now i'm having doubts. what holds me back is that migrating from agent platforms is much more complex than from llm. what happens if they enable you to use dots and it's better, for example?", "link": "https://twitter.com/90854213/status/2109026474229727345"}]}}, "trust.data_use": {"praise": 49, "complaint": 33, "n": 82, "weighted": {"praise": 29.89, "complaint": 19.91}, "praiseShare": 59.8, "ci95": [48.9, 69.7], "regard": 0.5996, "regardCi95": [0.565, 0.636], "salience": 1.2, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@psyprotocol @gregisenberg this is why i use openclaw and gbrain. it’s worth the hassle factor to know i own my own data.", "link": "https://twitter.com/2018426992597577728/status/2110674130387472592"}, {"date": "2026-10-11", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@bei[phone] i think the local openclaw would be better. because all your data is your own and can be connected. if you are using muse on a server, there are many things it doesn't know and cannot access.", "link": "https://twitter.com/2068554343973089280/status/2109245771543679068"}, {"date": "2026-10-04", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@cliftonsellers i have a few mac minis that run my version of openclaw and it’s very useful! i love it and i don’t gotta show openai and anthropic all my personal data. i’m very glad i did it.", "link": "https://twitter.com/2093682192979238912/status/2106606904994943177"}], "complaint": [{"date": "2026-10-07", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@doodlestein they're pushing ads through openclaw too. i'm asked to install expedia module daily", "link": "https://twitter.com/21683271/status/2107827670893424955"}, {"date": "2026-10-03", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "openclaw is the myspace of ai assistants. i stopped using it after the openai acquisition, a move i predicted would cause bad sentiment and unaligned interests. contrastingly, hermes caught lightning in a bottle, funny how ethics plays a major role in oss.", "link": "https://twitter.com/27446035/status/2106361024605569043"}, {"date": "2026-09-29", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@joepro when openclaw went to openai, i stopped using it. too risky for me. i like to keep my keys.", "link": "https://twitter.com/1137173564690354178/status/2104790295842029951"}]}}, "trust.access_scope": {"praise": 56, "complaint": 100, "n": 156, "weighted": {"praise": 32.48, "complaint": 60.01}, "praiseShare": 35.9, "ci95": [28.8, 43.7], "regard": 0.5143, "regardCi95": [0.482, 0.548], "salience": 2.3, "receipts": {"praise": [{"date": "2026-10-09", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@elonmusk @stepango @bot i think we should be able to isolate access per bot. i want a work bought that can access certain things that other bots shouldn’t access.\nwith openclaw, i can set permissions and guardrails around each agent.", "link": "https://twitter.com/14278253/status/2108366532820533533"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@mrjhnsn before i created my own framework for sai, i took apart all the openclaw variants and realised something a very dangerous flaw in all of them, to make an agent useful you had to give it blanket permissions. which is why i built sai on her own.", "link": "https://twitter.com/70328148/status/2111451488275083501"}, {"date": "2026-10-10", "source": "X", "community": "@openclaw", "polarity": "complaint", "text": "@openclaw fallback models lose primary models permissions if triggered and can only report without permissions to sessions send or spawn. had to do my own bypass to fix this.", "link": "https://twitter.com/1498324768344399875/status/2108855558975414608"}, {"date": "2026-10-06", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "i saw that openclaw is set up with twilio. it asks for the client_id and secret_id for external services without hesitation, which is a bit scary.", "link": "https://twitter.com/1556767173112393728/status/2107543885773992106"}]}}, "trust.security": {"praise": 29, "complaint": 91, "n": 120, "weighted": {"praise": 19.24, "complaint": 55.46}, "praiseShare": 24.2, "ci95": [17.4, 32.6], "regard": 0.4663, "regardCi95": [0.437, 0.499], "salience": 1.7, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "small open-source tool for @openclaw users: clawscore.\none command scores your setup 0-100 for security (gateway, plaintext secrets, sandbox/exec, skills) and shows the fixes. runs locally.\nthe defaults are solid; this catches the configs we tweak 🦞\n[link]", "link": "https://twitter.com/1406560796075720709/status/2111322917032100191"}, {"date": "2026-10-07", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@completeskeptic jev has become a key lod against my son's friends trying to hack his discord openclaw. very happy with its performance.", "link": "https://twitter.com/3727532836/status/2107888173028090221"}, {"date": "2026-09-30", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "apropos of nothing, thinking about the time i tried to get @steipete’s openclaw agents to unionize.\n(secretly, this was a fun little test of security boundary enforcement. 😉 it worked.) [link]", "link": "https://twitter.com/123978606/status/2105369169776840875"}], "complaint": [{"date": "2026-10-12", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "2/3\ni have also improved another scheduled task that is very important to me, email sorting.\nopenclaw does provide security reminders for external content, but the issue is that this layer of reminders is only added to a few paths.", "link": "https://twitter.com/28057679/status/2109781313859326414"}, {"date": "2026-10-11", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@balder[phone] at the beginning of the year, openclaw could do it. the vps that used openclaw has basically all been hacked.", "link": "https://twitter.com/2018156578617090049/status/2109087299116105777"}, {"date": "2026-10-09", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "hey @steipete ! openclaw is leaking cron prompts in slack. any suggestions? thank you!", "link": "https://twitter.com/1463424257954697224/status/2108702773889900830"}]}}, "trust.refusals": {"praise": 9, "complaint": 23, "n": 32, "weighted": {"praise": 6.86, "complaint": 14.99}, "praiseShare": 28.1, "ci95": [15.6, 45.4], "regard": 0.5238, "regardCi95": [0.496, 0.558], "salience": 0.5, "receipts": {"praise": [{"date": "2026-10-12", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "yeah ....\nnormally, my ais had simple names like:\nsweetheart, mouse, titti, bitch.\nat least you could still write:\n\"hey you stupid bitch - what crap have you done here again without asking me!\"\nhowever, @grok didn't like the name \"bitch\" - by the way, that was no problem at openai or openclaw.\nbut since @bot, they have meaningful names.", "link": "https://twitter.com/1612232853013553152/status/2109732475836530923"}, {"date": "2026-09-30", "source": "YouTube", "community": "NOVIDADES DO OPENCLAW 2.0: VALE A PENA VOLTAR?", "polarity": "praise", "text": "hi, your work is very good, it would be interesting to have a comparison with both. my experience, i started with openclaw, migrated to hermes, but i will test this new version, because my hermes is disappointing me, it doesn't perform simple tasks. for example, i still have an open functioning but without activities and in the old version. i asked it to read a captcha, hermes refused even with express order, openclaw did it easily.", "link": "https://www.youtube.com/watch?v=tVD6fezNkMo&lc=UgwVmpaN3x4wpWy_5oB4AaABAg"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@openclaw", "polarity": "complaint", "text": "we were doing some security work on our @openclaw enterprise set up and we kept getting downgraded because of “guardrails” thanks @anthropicai and @openai now we need to find a way to spin up some gpus with abliterated glm 5.3 to do this work now smdh", "link": "https://twitter.com/809288957011709952/status/2111858800055722073"}, {"date": "2026-10-11", "source": "X", "community": "@openclaw", "polarity": "complaint", "text": "i'm genuinely mad at openclaw right now\nevery single day it just tells me no. no and then a paragraph of blah blah blah about why\nmeanwhile hermes just does the thing. it's not even close anymore, hermes is light years ahead\n@openclaw fix this", "link": "https://twitter.com/106853736/status/2109273248303370589"}, {"date": "2026-09-30", "source": "X", "community": "@openclaw", "polarity": "complaint", "text": "what’s up with my @openclaw agent refusing to turn on my stock market trading all of a sudden? since april, i’ve had no troubles asking my agent to turn on or off my trading strategy on tradovate, but all of a sudden this week, my agent (powered by openai) is refusing?", "link": "https://twitter.com/2040299945597546496/status/2105387046097277114"}]}}, "vendor.support": {"praise": 7, "complaint": 79, "n": 86, "weighted": {"praise": 3.58, "complaint": 41.56}, "praiseShare": 8.1, "ci95": [4.0, 15.9], "regard": 0.4825, "regardCi95": [0.454, 0.513], "salience": 1.2, "receipts": {"praise": [{"date": "2026-09-06", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "openclaw works pretty good for me @steipete even closed a ticket i pushed the other day! [link] [link]", "link": "https://twitter.com/1981819990795038720/status/2096540130508964241"}, {"date": "2026-09-01", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "issue i found in the new openclaw 2.0 closed very fast, thank you @steipete [link]", "link": "https://twitter.com/2357250677/status/2094918740215271851"}], "complaint": [{"date": "2026-10-06", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@ksimback openclaw was so broken that , 90 percent of time went fixing it and the team was very arrogant", "link": "https://twitter.com/1501786343672025088/status/2107530192638149096"}]}}, "vendor.uptime": {"praise": 53, "complaint": 360, "n": 413, "weighted": {"praise": 30.35, "complaint": 194.98}, "praiseShare": 12.8, "ci95": [9.9, 16.4], "regard": 0.5198, "regardCi95": [0.469, 0.57], "salience": 6.0, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "the openclaw agent environment is quite stable, but i want to test hermes more thoroughly, so i'm feeling like i want to switch everything to hermes once.", "link": "https://twitter.com/1670271852/status/2110754623510425611"}, {"date": "2026-10-13", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@sandwichlegend haha mine too tbh - openclaw never stuck on me", "link": "https://twitter.com/299639615/status/2110109532181434819"}, {"date": "2026-10-03", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "edge247 officially migrates to v2026.9.8 @openclaw , patiently pinned for over 4 months to v5.26. you will be missed v5.26 , thanks for the stable uninterruped performance, time to welcome the oc 2.0 era [link]", "link": "https://twitter.com/1350404605063139330/status/2106249347683791102"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@dillon_mulroy @bot @poteto seconded! love tinkering with openclaw but as stable as i’ve made it, every time i send a message, i'm still half wondering if it's going to respond or not 😂", "link": "https://twitter.com/50336193/status/2111660105502720408"}, {"date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@connortalksai hermes has been kicking openclaw’s since feb… my openclaw (wanna be agent) shit the bed tonight - for no reason…\nfkn pos☹️…", "link": "https://twitter.com/1896003943244926976/status/2111678850325471733"}, {"date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "@catkingac @rezoundous i love grokbot too, have you tried dots or are you like me where i havent tried anything else.\ni mean i did try openclaw back in the day but it kept breaking and grokbot just works", "link": "https://twitter.com/484511209/status/2111288492223533534"}]}}, "vendor.updates": {"praise": 257, "complaint": 712, "n": 969, "weighted": {"praise": 141.98, "complaint": 381.85}, "praiseShare": 26.5, "ci95": [23.8, 29.4], "regard": 0.3945, "regardCi95": [0.359, 0.432], "salience": 14.0, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "@suercha007 openclaw is still in use, and it feels like it's the one that has lasted the longest among the agent tools that were popular at the beginning of the year, with the community continuously adding new features. hermes has been much quieter over there.", "link": "https://twitter.com/2109686494835425282/status/2111276209229238313"}, {"date": "2026-10-16", "source": "X", "community": "@openclaw", "polarity": "praise", "text": "@openclaw loving the quick turnaround on these fixes. thanks for keeping everything running smoothly! 🦞", "link": "https://twitter.com/887527797853310978/status/2110934980205719610"}, {"date": "2026-10-15", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "praise", "text": "the new version of openclaw is great. let codex upgrade you and take care of the configuration.", "link": "https://twitter.com/966199712796872706/status/2110663619318854096"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "after upgrading openclaw, it sometimes takes longer to start up or the gateway cannot be started...", "link": "https://twitter.com/5979352/status/2111638438231564680"}, {"date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "polarity": "complaint", "text": "why does every openclaw update break 90% of its own systems every time.", "link": "https://twitter.com/1597648544076275713/status/2111864816004448478"}, {"date": "2026-10-17", "source": "X", "community": "@openclaw", "polarity": "complaint", "text": "@openclaw isnt a bug free stable version a basic for software release? is just losing confident release after release for openclaw loyal users", "link": "https://twitter.com/1868156885972684800/status/2111262465157972027"}]}}}, "requests": {"authorWeeks": 2502, "themes": [{"theme": "Updates that do not break existing setups", "criterion": "vendor.updates", "authorWeeks": 150, "posts": 159, "examples": [{"agent": "openclaw", "date": "2026-10-16", "source": "X", "community": "@openclaw", "text": "@openclaw @steipete please provide more stable updates; many of us work in live production environments, and every update presents a challenge.", "link": "https://twitter.com/1409156514/status/2111107873120158100"}, {"agent": "openclaw", "date": "2026-10-12", "source": "X", "community": "@openclaw", "text": "@openclaw release updates like apple. they should just work. do that a few times and confidence will return 😎", "link": "https://twitter.com/211314407/status/2109524224125866437"}, {"agent": "openclaw", "date": "2026-10-12", "source": "X", "community": "@openclaw", "text": "@openclaw every upgrade is quite troublesome on the channel side; it would be even better if it were perfectly compatible.", "link": "https://twitter.com/1126652197070966785/status/2109460731171369167"}]}, {"theme": "Simpler, faster setup process", "criterion": "access.setup", "authorWeeks": 59, "posts": 59, "examples": [{"agent": "openclaw", "date": "2026-10-11", "source": "X", "community": "@openclaw", "text": "@openclaw simpler mac setup matters more than it sounds. the first ten minutes decide if someone sticks around", "link": "https://twitter.com/1665675488604434434/status/2109348814264078667"}, {"agent": "openclaw", "date": "2026-10-09", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@lobanovskiy yep same, except i skipped the openclaw craze too much headache to set up 😅 but i’ve been using ai in all my workflows such a game changer.", "link": "https://twitter.com/2868527398/status/2108556690270347334"}, {"agent": "openclaw", "date": "2026-10-09", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@jeffbullas good question. still unclear. \ni tried openclaw and was in configuration hell for like a week. wasted so much time. \nclaude for analysis/ synthesis is saving me a lot of time. \nmuse as an assistant is getting there.", "link": "https://twitter.com/716682742990135296/status/2108355995042975789"}]}, {"theme": "Use existing AI subscriptions in the agent", "criterion": "connect.account_link", "authorWeeks": 56, "posts": 60, "examples": [{"agent": "openclaw", "date": "2026-10-18", "source": "X", "community": "@openclaw", "text": "hey @steipete @openclaw, the new configuration changes in @opencode for the api have removed the ability to use the opencode go subscription within openclaw. do you know what we can do? can we no longer connect opencode go models with openclaw? please help! @opencode", "link": "https://twitter.com/43194620/status/2111655966538154086"}, {"agent": "openclaw", "date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@google please allow us to use our google ai pro subscription into hermes and openclaw", "link": "https://twitter.com/1982427257387061249/status/2111336897721336162"}, {"agent": "openclaw", "date": "2026-10-13", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@geminiapp @instacart @opentable @adobe @shopify will pro users ever have access to argon within antigravity? pleaaaase, and if u can authorize openclaw and other orchestrator, it will be awesome 😁", "link": "https://twitter.com/1196963349227028480/status/2110124831870193946"}]}, {"theme": "Higher overall usage allowance per plan", "criterion": "billing.usage_cap", "authorWeeks": 33, "posts": 36, "examples": [{"agent": "openclaw", "date": "2026-10-05", "source": "Reddit", "community": "r/GrokBot", "text": "i ran into so many stupid issues with openclaw and then hermes, so i just moved to gb exclusively. i will say the limits are real, but i installed claude and codex so i can have them do my coding for me. ", "link": "https://www.reddit.com/r/GrokBot/comments/1wyf0sg/gb_hermes/pe2uy9a/"}, {"agent": "openclaw", "date": "2026-10-04", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@swhotch i ask one thing of my openclaw and i burn through an entire days worth of my chatgp uk plus user account in like, one question.\ni feel ya 🫂", "link": "https://twitter.com/1098628219429896193/status/2106752722909204840"}, {"agent": "openclaw", "date": "2026-10-01", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "yesterday, i used openclaw too much and hit the limit right away, so i gave up and switched to pro 100, but i should have changed it online for 100 dollars... [link]", "link": "https://twitter.com/127426113/status/2105533561252327526"}]}, {"theme": "Lower overall token and credit consumption", "criterion": "billing.token_efficiency", "authorWeeks": 27, "posts": 27, "examples": [{"agent": "openclaw", "date": "2026-10-10", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "srsly @bot is excellent, didn’t see that coming, and i built my own openclaw variants. if only it wouldn’t eat usage for a week in mere hours! \n@elonmusk any way you grant credits for bot for small startups?", "link": "https://twitter.com/474330389/status/2108866089983819932"}, {"agent": "openclaw", "date": "2026-10-04", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@kunchenguid feeling this really hard. i'll buy the hardware to run it 24/7 too but rn i have no good options. \ni've tried openclaw and hermes but mb it was too early or just a skills issue but they're too hard to maintain and the token consumption was crazy high", "link": "https://twitter.com/969039065936027648/status/2106735647180685525"}, {"agent": "openclaw", "date": "2026-09-27", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "today i returned to openclaw and it is updating to the latest version while the assistant still remembers what we were working on last... hermes just wastes tokens, impressive.. the 1.7 trillion tokens of hermes is poor token management and not popularity. [link]", "link": "https://twitter.com/342747720/status/2104321697436328238"}]}, {"theme": "Interoperability between different agents", "criterion": "auto.multi_agent", "authorWeeks": 26, "posts": 26, "examples": [{"agent": "openclaw", "date": "2026-10-14", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "using tg group for cross-agent communication is not reliable (openclaw is too dumb to follow rules). maybe a better is to use a2a protocol in the backend but show summary in the tg group for human instead.", "link": "https://twitter.com/7204712/status/2110279751608811594"}, {"agent": "openclaw", "date": "2026-10-08", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@ralphquintero @paulg nobody wants to use someone else's agent. nobody.\namazon needs to allow other agents to use their mcp/platform. everyone will have their own agent, whether personally owned (openclaw/hermes) or some other party (muse, grokbot).", "link": "https://twitter.com/809288957011709952/status/2108217054310682893"}, {"agent": "openclaw", "date": "2026-10-08", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@milindlabs @mausbot_ 100% agree. any chance mausbot can interact with e.g. openclaw or some coding envs like herdr etc? so i can have one interface for all the stuff.", "link": "https://twitter.com/2076386152953565184/status/2108121218021007472"}]}, {"theme": "Stability prioritized over new features", "criterion": "vendor.uptime", "authorWeeks": 23, "posts": 23, "examples": [{"agent": "openclaw", "date": "2026-10-01", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@ataiiam i've been using nanoclaw since it came out, hated openclaw. can you tell how dedicated are you to keeping the project up to date but not too bloated? i really would actually pay to have muse like reliability running on my private vps", "link": "https://twitter.com/2026239563874877440/status/2105760127185997952"}, {"agent": "openclaw", "date": "2026-09-29", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@martbln_dev hehe, but please let it be more stable 🙏 are you running openclaw?", "link": "https://twitter.com/1242753357623832576/status/2104989546207408389"}, {"agent": "openclaw", "date": "2026-09-27", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@jun_song openclaw broke all the time. it did feel magical but wasn’t reliable + native ios support isn’t a thing", "link": "https://twitter.com/1453819249315639326/status/2104180751927591375"}]}, {"theme": "Updates that complete without failing", "criterion": "vendor.updates", "authorWeeks": 23, "posts": 23, "examples": [{"agent": "openclaw", "date": "2026-10-16", "source": "X", "community": "@openclaw", "text": "@openclaw i love openclaw\nbut 10.1~ 10.3 bug making more than bug fux.\nthe workflow need to be rework", "link": "https://twitter.com/451119985/status/2111036489668915522"}, {"agent": "openclaw", "date": "2026-10-12", "source": "X", "community": "@openclaw", "text": "@openclaw it is only in 2026.10.5-beta.2.\n2. a fix for #168750. activation doctor fails with \"database maintenance authority check cannot admit a nested effect\" and the update ends state-migrated-no-rollback.", "link": "https://twitter.com/1592003170783338498/status/2109684426481303887"}, {"agent": "openclaw", "date": "2026-10-11", "source": "X", "community": "@openclaw", "text": "@openclaw good, i couldn't update to .09 update was ending it prematurely on error", "link": "https://twitter.com/1469311407137112072/status/2109385262291632554"}]}, {"theme": "Latest GPT and GPT-6.1 Sol support", "criterion": "control.model", "authorWeeks": 22, "posts": 26, "examples": [{"agent": "openclaw", "date": "2026-10-03", "source": "X", "community": "@openclaw", "text": "@openclaw hey folks, the codex harness didn't get updated :) sol 6.1 is still not supported!", "link": "https://twitter.com/136402253/status/2106401104489820316"}, {"agent": "openclaw", "date": "2026-10-03", "source": "X", "community": "@openclaw", "text": "@cherry_mx_reds @joncursi @openclaw @steipete @joshavant so that's confirmed, no gpt-6.1 sol support with this 9.8 update?", "link": "https://twitter.com/16198925/status/2106396061715574820"}, {"agent": "openclaw", "date": "2026-10-03", "source": "X", "community": "@openclaw", "text": "@wahbi_4 @openclaw mashallah, excellent update 🔥 especially the reduction in memory usage + support for gpt-6.1 sol and windows fixes, these are the things we needed. thank you to the team 👏", "link": "https://twitter.com/1205551195588382720/status/2106380937365700831"}]}, {"theme": "User choice of the underlying model", "criterion": "control.model", "authorWeeks": 22, "posts": 22, "examples": [{"agent": "openclaw", "date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@yetone i thought i was the only one still using it 😂 then why doesn't magpie support directly setting the openclaw model? i also submitted a pr to support lobster and asked for a review 🙏\n[link]", "link": "https://twitter.com/708591039511207936/status/2111850157973393408"}, {"agent": "openclaw", "date": "2026-10-01", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@teton_iii the flexibility of hermes or openclaw, it remains indeed to be able to change the model, put chinese, etc.", "link": "https://twitter.com/27954163/status/2105653213084987859"}, {"agent": "openclaw", "date": "2026-09-27", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@nft_chen however, muse itself isn't that impressive~@@~ it's just openclaw with a shell change + meta exclusive channel and can't change the model.", "link": "https://twitter.com/300629358/status/2104161320400728106"}]}, {"theme": "Zero-configuration, works out of the box", "criterion": "access.setup", "authorWeeks": 22, "posts": 22, "examples": [{"agent": "openclaw", "date": "2026-10-09", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@stepango @bot weeks of setup is the real openclaw tax. the best personal agent is the one you never have to configure.", "link": "https://twitter.com/2107021889872748544/status/2108485350397989315"}, {"agent": "openclaw", "date": "2026-10-08", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@accelr8_dan as a consumer i only do things below a certain level of friction. especially as a founder you dedicate even less time for personal stuff. which means you someone really needed to productize openclaw and just make it work without the wrangling", "link": "https://twitter.com/1243785439334432768/status/2108231989065318471"}, {"agent": "openclaw", "date": "2026-10-05", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@mguellsegarra yes, sniff. openclaw and hermes i have gone and come and for me they are not finished products because anyone can use them without preparation. i will try it, thanks!", "link": "https://twitter.com/137800822/status/2107008184686960950"}]}, {"theme": "Persistent memory across sessions", "criterion": "auto.memory", "authorWeeks": 20, "posts": 21, "examples": [{"agent": "openclaw", "date": "2026-10-15", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@jjenglert @muse i agree with this entire assessment. this is all the same things that have happened with other harnesses i've used in the past, openclaw etc. it needs a better memory system and i agree 💯 it needs more actual proactivity and not just from a heartbeat.", "link": "https://twitter.com/49702700/status/2110533005454577930"}, {"agent": "openclaw", "date": "2026-10-11", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "i tried to change the settings to improve openclaw's memory, and it broke. this always happens. then i have codex fix it. it's difficult, openclaw.", "link": "https://twitter.com/1951129463112212480/status/2109154761136337401"}, {"agent": "openclaw", "date": "2026-10-07", "source": "YouTube", "community": "EP157 - AI Agent 大戰全面開打！深度解析 OpenAI Dots、Muse、Grok Bot、Instinct", "text": "my experience using openclaw is that the biggest problem with this personal assistant is memory and context management. after a while, it still keeps opening new sessions. 😅", "link": "https://www.youtube.com/watch?v=neECEMSxm4g&lc=UgzZRIDpm2_dBTI6vlF4AaABAg"}]}]}, "weekly": [{"week": "2026-08-31", "positive": 631, "negative": 1059, "positiveShare": 37.3, "ci95": [35.1, 39.7]}, {"week": "2026-09-07", "positive": 419, "negative": 490, "positiveShare": 46.1, "ci95": [42.9, 49.3]}, {"week": "2026-09-14", "positive": 426, "negative": 427, "positiveShare": 49.9, "ci95": [46.6, 53.3]}, {"week": "2026-09-21", "positive": 334, "negative": 348, "positiveShare": 49.0, "ci95": [45.2, 52.7]}, {"week": "2026-09-28", "positive": 522, "negative": 582, "positiveShare": 47.3, "ci95": [44.4, 50.2]}, {"week": "2026-10-05", "positive": 428, "negative": 537, "positiveShare": 44.4, "ci95": [41.2, 47.5]}, {"week": "2026-10-12", "positive": 339, "negative": 365, "positiveShare": 48.2, "ci95": [44.5, 51.8]}], "weeklyScore": [{"week": "2026-08-31", "authors": 6046, "reach": {"shareOfVoice": 35.98, "value": 0.999}, "regard": {"value": 0.417, "ci95": [0.401, 0.436]}, "score": {"value": 42.5, "ci95": [41.6, 44.0]}, "ranking": {"rank": 5, "rankRange": [5, 5]}}, {"week": "2026-09-07", "authors": 3315, "reach": {"shareOfVoice": 20.91, "value": 0.895}, "regard": {"value": 0.454, "ci95": [0.437, 0.472]}, "score": {"value": 46.3, "ci95": [44.0, 49.4]}, "ranking": {"rank": 4, "rankRange": [3, 5]}}, {"week": "2026-09-14", "authors": 3183, "reach": {"shareOfVoice": 17.02, "value": 0.85}, "regard": {"value": 0.457, "ci95": [0.44, 0.474]}, "score": {"value": 47.9, "ci95": [45.6, 50.5]}, "ranking": {"rank": 3, "rankRange": [3, 5]}}, {"week": "2026-09-21", "authors": 3482, "reach": {"shareOfVoice": 14.12, "value": 0.765}, "regard": {"value": 0.455, "ci95": [0.441, 0.471]}, "score": {"value": 48.2, "ci95": [46.2, 50.3]}, "ranking": {"rank": 4, "rankRange": [2, 5]}}, {"week": "2026-09-28", "authors": 4420, "reach": {"shareOfVoice": 12.57, "value": 0.81}, "regard": {"value": 0.483, "ci95": [0.467, 0.5]}, "score": {"value": 48.6, "ci95": [45.9, 51.6]}, "ranking": {"rank": 4, "rankRange": [3, 4]}}, {"week": "2026-10-05", "authors": 3485, "reach": {"shareOfVoice": 13.0, "value": 0.858}, "regard": {"value": 0.458, "ci95": [0.443, 0.475]}, "score": {"value": 48.4, "ci95": [46.0, 51.2]}, "ranking": {"rank": 4, "rankRange": [4, 5]}}, {"week": "2026-10-12", "authors": 3045, "reach": {"shareOfVoice": 14.85, "value": 0.9}, "regard": {"value": 0.486, "ci95": [0.469, 0.503]}, "score": {"value": 51.7, "ci95": [48.8, 55.0]}, "ranking": {"rank": 4, "rankRange": [4, 4]}}]}, {"id": "instinct", "name": "Instinct", "maker": "Spear Street Technology", "sources": [{"channel": "YouTube", "selector": "Comments on videos that name it, or that name it themselves", "posts": 875}, {"channel": "X", "selector": "X search: Instinct AI, Instinct personal assistant, instinct.com", "posts": 520}, {"channel": "Reddit", "selector": "Posts that name it", "posts": 140}], "records": 1535, "judgingPosts": 326, "authors": 1268, "authorWeeks": 1318, "reach": {"shareOfVoice": 0.91, "weightedUsers": 822.2, "value": 0.267}, "regard": {"positiveAuthorWeeks": 198, "negativeAuthorWeeks": 72, "rawPositiveShare": 73.3, "rawCi95": [67.8, 78.3], "value": 0.522, "ci95": [0.513, 0.53]}, "score": {"value": 46.0, "ci95": [45.0, 46.9], "popularityZ": -1.088, "loveZ": 0.505}, "ranking": {"rank": 6, "rankRange": [6, 6]}, "levers": {"control": {"score": 46.0, "gain": 0.02, "rank": 6}, "trust": {"score": 46.0, "gain": 0.01, "rank": 6}, "vendor": {"score": 46.1, "gain": 0.07, "rank": 6}}, "criteria": {"billing": {"praise": 10, "complaint": 3, "n": 13, "weighted": {"praise": 7.85, "complaint": 1.61}, "praiseShare": 76.9, "ci95": [49.7, 91.8], "regard": 0.5229, "regardCi95": [0.508, 0.541], "salience": 4.8, "receipts": {"praise": [{"date": "2026-10-01", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "@momo_studyblog i use instinct ai, though it’s an invite only startup, it’s one of the most useful tools i’ve used (and free for now)\nbut typically claude will be running through a lot of my workflows with hermes and i use chatgpt for general purpose", "link": "https://twitter.com/1878331479677341696/status/2105780477843943770"}, {"date": "2026-09-24", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "@alexfinn @alexfinn you need to do a review of instinct ai. have @noahrshinn on as a guest. it’s the best tool i’ve ever used and it not close. also absolutely free (as of now). just raised at a $10b valuation [link] \ngo falcons, pats suck", "link": "https://twitter.com/1867536761636761600/status/2103238096103895047"}, {"date": "2026-10-15", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "but man @elonmusk , i tried @bot , it spent half of my free tier tokens just to set it up whereas @muse and instinct ai have been super quick working for me and are so cost effecient!", "link": "https://twitter.com/1973249560135999490/status/2110611971624309156"}], "complaint": [{"date": "2026-09-24", "source": "YouTube", "community": "Muse vs Instinct: Which AI Agent Gets Your Passwords?", "polarity": "complaint", "text": "wait only 100m tokens per week?! i used 200m tokens today lol.", "link": "https://www.youtube.com/watch?v=UFfruslHYy4&lc=Ugx5r2EFumF8TIgTdVF4AaABAg"}, {"date": "2026-09-23", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "complaint", "text": "instinct ai capped daily browser use and its users are revolting. an agent that runs out of clock after an hour is not much of an agent. the meter is the product now. [link]", "link": "https://twitter.com/1001664806/status/2102687377806533090"}]}}, "access": {"praise": 12, "complaint": 10, "n": 22, "weighted": {"praise": 7.63, "complaint": 6.97}, "praiseShare": 54.5, "ci95": [34.7, 73.1], "regard": 0.5167, "regardCi95": [0.499, 0.537], "salience": 8.1, "receipts": {"praise": [{"date": "2026-09-25", "source": "YouTube", "community": "Instinct AI is For Real. What You Need to Know.", "polarity": "praise", "text": "there’s hardly any setup at all just to initially start using it!", "link": "https://www.youtube.com/watch?v=mUAsaprJ66s&lc=UgyCFku-sEgsgO9vZ3h4AaABAg.AazzmaKTGTBAbAQrlJS2nB"}, {"date": "2026-09-20", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "tried instinct ai and i'm impressed how easy and useful for day to day tasks it is. also pretty fast", "link": "https://twitter.com/99634772/status/2101700196908281937"}], "complaint": [{"date": "2026-10-06", "source": "YouTube", "community": "Instinct AI is the Next AI Wave of 2026?", "polarity": "complaint", "text": "anna it say maximum limit reached , i cant able to join, can any anyone share link for instinct", "link": "https://www.youtube.com/watch?v=zeKuh1gNu04&lc=Ugw4jk1aCm2_g3oCi254AaABAg"}, {"date": "2026-09-30", "source": "YouTube", "community": "Inside the Personal AI Assistant Growing 10% a Day | Instinct Founder", "polarity": "complaint", "text": "so i'm in nigeria, and apparently, i can't use the free invites because nigeria isn't on the list of countries from which you can receive a code. nice.", "link": "https://www.youtube.com/watch?v=Am7IWP8IpEc&lc=UgwK7LALwG3D5pP6hKl4AaABAg"}, {"date": "2026-10-09", "source": "YouTube", "community": "Grok Bot apre a Claude, Amazon caccia Muse e i data center vanno nello spazio – PoP #64", "polarity": "complaint", "text": "and nothing, i activated instinct and it tells me that i am in line for activation 😢, \"i'll wait for you here: as soon as a spot opens up, i'll write to you. and if you know someone who is already using instinct, ask them for the invitation link - with that, you skip the line.\" send links!", "link": "https://www.youtube.com/watch?v=Aw2XlWQP8I0&lc=UgwUkwli7jMAuVeHkIF4AaABAg"}, {"date": "2026-10-08", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "complaint", "text": "@noahrshinn i've been an active instinct user for a few days with data in my vault. my access suddenly dropped to waitlist status and my vault is completely inaccessible. i've emailed [email] with no reply. can you help restore my access/data? screenshot attached [link]", "link": "https://twitter.com/1573516711906578432/status/2108207411555373411"}, {"date": "2026-10-08", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "complaint", "text": "@noahrshinn @noahrshinn i've been an active instinct user for a few days with data in my vault. my access suddenly dropped to waitlist status and my vault is completely inaccessible. i've emailed [email] with no reply. can you help restore my access/data? screenshot attached [link]", "link": "https://twitter.com/1573516711906578432/status/2108207779320344623"}]}}, "connect": {"praise": 12, "complaint": 12, "n": 24, "weighted": {"praise": 8.55, "complaint": 8.49}, "praiseShare": 50.0, "ci95": [31.4, 68.6], "regard": 0.5029, "regardCi95": [0.485, 0.519], "salience": 8.9, "receipts": {"praise": [{"date": "2026-10-08", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "just linked my x account to instinct. now i can post here by just sending a text. this very post - written and published through instinct 🤯 #instinct #ai", "link": "https://twitter.com/1413462538822459392/status/2108185077926768718"}, {"date": "2026-10-06", "source": "YouTube", "community": "I Tried The 4 Hottest Agents Right Now (Grok Bot, Muse, Instinct, Hermes)", "polarity": "praise", "text": "my muse and instinct work well together, connect email and they can speak directly to each other.", "link": "https://www.youtube.com/watch?v=_LPFQU1abWY&lc=UgzmOMq4HWCLljGszH14AaABAg.Ab6DYMRxi1TAbbfJ__9-Mx"}, {"date": "2026-09-19", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "been messing around with instinct ai lately\nthe interesting part is that it’s not just another chatbot\nit can privately see what you’re working with and actually handle tasks for you\nall my projects on github can now basically be in one place for it to work with\nso ggs", "link": "https://twitter.com/1557347618086219777/status/2101456741485670793"}, {"date": "2026-09-14", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "i wanted to chat with instinct ai through pokemon showdown battle chat, he managed to make an account but was initially blocked by anti spam filters. told instinct to figure out a way to avoid it and he managed to do it after trying several things: [link]", "link": "https://twitter.com/1721628673898405888/status/2099295178326491373"}, {"date": "2026-09-14", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "i’m actually really enjoying instinct ai. i’ve already synced it with my google workspace and it’s extremely useful [link]", "link": "https://twitter.com/2365108340/status/2099601490096636215"}], "complaint": [{"date": "2026-10-12", "source": "YouTube", "community": "Hark Pro First Impressions: The Best AI Assistant I've Used", "polarity": "complaint", "text": "so far, it’s a lot better than instinct at evading bot detection, and it also hasn’t been cut off from amazon yet", "link": "https://www.youtube.com/watch?v=F18LWZI_-UA&lc=UgxnvJLAk3BQ7_cJwHR4AaABAg.Abqbz6VDj_AAbqqDuTlS7N"}, {"date": "2026-10-07", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "complaint", "text": "my instinct ai assistant is already failing at booking most of my restaurant requests, due to failing to pass the bot check. this is the start of more to come.", "link": "https://twitter.com/417492607/status/2107883665027915961"}, {"date": "2026-09-28", "source": "YouTube", "community": "Inside the Personal AI Assistant Growing 10% a Day | Instinct Founder", "polarity": "complaint", "text": "i asked my instinct if i can connect my bank accounts to help me budget but it says it’s not possible 😢", "link": "https://www.youtube.com/watch?v=Am7IWP8IpEc&lc=UgyMDC1b5X2gDqr2EO94AaABAg"}, {"date": "2026-09-25", "source": "YouTube", "community": "Instinct AI: el Agente de WhatsApp GRATIS que trabaja solo (prueba real en español)", "polarity": "complaint", "text": "hmmm i still can't find the gap. i mean. i've been using it for a few days now. it doesn't have access to icloud or anything from apple. it's google fan ai. hahaha hahaha", "link": "https://www.youtube.com/watch?v=tmOI7oGGK8M&lc=Ugy_gVK_Gy1lznpA3oh4AaABAg"}, {"date": "2026-09-22", "source": "YouTube", "community": "Instinct AI is For Real. What You Need to Know.", "polarity": "complaint", "text": "i'm struggling to see how instinct can be useful if it can't connect to your stack. connecting to gmail or outlook isn't enough.", "link": "https://www.youtube.com/watch?v=mUAsaprJ66s&lc=UgzS2cKJY9xLrr6vPD94AaABAg"}]}}, "ask": {"praise": 32, "complaint": 11, "n": 43, "weighted": {"praise": 24.16, "complaint": 7.51}, "praiseShare": 74.4, "ci95": [59.8, 85.1], "regard": 0.5357, "regardCi95": [0.517, 0.555], "salience": 15.9, "receipts": {"praise": [{"date": "2026-10-17", "source": "YouTube", "community": "10 Days With Instinct AI: The Use Cases That Won Me Over", "polarity": "praise", "text": "dude i came back here to say that everything that i've thrown at instinct it's been able to do. it's freaking amazing. i don't have imessage but it can live in my whatsapp and it's freaking cool", "link": "https://www.youtube.com/watch?v=GtyUR_hCtX0&lc=Ugw5WdSnonQ01cfDvmh4AaABAg"}, {"date": "2026-10-14", "source": "YouTube", "community": "Muse Wonder vs Hark Pro vs Grok Bot vs Dots: Same Trip, Ranked", "polarity": "praise", "text": "have you looked at instinct, compared to these? i have both hark and instinct (as well as dot), muse not available in australia yet. love the ui of hark, but have also found instinct to be seamless and easy to use through messaging.", "link": "https://www.youtube.com/watch?v=y8wUXyHewBM&lc=Ugz5ej3j8EqqNvC1QTp4AaABAg"}, {"date": "2026-10-09", "source": "YouTube", "community": "I tested Muse and Instinct. The two AI Agents everyone is talking about, but I definitely prefer one", "polarity": "praise", "text": "both are great. love that instinct is just in your imessages but very powerful. muse is in between hermes and instinct. both of these give you insane knowledge at your finger tips and for now they are free. i can’t pick a winner they are both my children. lol", "link": "https://www.youtube.com/watch?v=_wlawAln0Tg&lc=Ugys_L_NMy_564zKzrR4AaABAg"}, {"date": "2026-10-06", "source": "YouTube", "community": "Meta Muse vs OpenAI dots: I Tried Both. Here’s My Verdict", "polarity": "praise", "text": "i love muse, found ways for it to make my job so much easier. i use instinct ai also, which does a lot of what muse does but no app needed, just lives in text messages and whatsapp. great video, thank you for this.", "link": "https://www.youtube.com/watch?v=Qk6ZMBWUcNk&lc=UgzUUCLcx9TqjUaUYEx4AaABAg"}, {"date": "2026-10-06", "source": "YouTube", "community": "I Tested ChatGPT Dots vs. Meta Muse: Who Wins?", "polarity": "praise", "text": "im tossed between muse and instinct. both are great. i keep using them both for now until i see where instinct goes. i love how instinct just works through the messaging but i have been getting used to the all around features of the muse app.", "link": "https://www.youtube.com/watch?v=BLb8E_nlqqQ&lc=Ugx-81o-nCS9wD1V36h4AaABAg.Ab_wHeQC0teAbbmsoPEOZL"}], "complaint": [{"date": "2026-09-21", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "complaint", "text": "this is my first day experience with instinct ai assistant.\ntech is all great and revolutionary but it won’t see mass adoption if it breaks user trust and the experience is designed poorly.\nchat ui for ai doesn’t work. [link]", "link": "https://twitter.com/110409091/status/2101983317881241880"}, {"date": "2026-09-29", "source": "YouTube", "community": "Inside the Personal AI Assistant Growing 10% a Day | Instinct Founder", "polarity": "complaint", "text": "as a user experimenting with instinct or any other product that has just to chat, i find it limiting that ui. some important project. i updated yesterday but it’s outside the window of the chat of the text. i forget about it or can’t tell what’s going on? i think it does need a new possibility of a multi dimensional, graphic viewing aspect for scanning overall so i’m building my own.", "link": "https://www.youtube.com/watch?v=Am7IWP8IpEc&lc=UgyfDHLllTJJ_r7_43d4AaABAg"}, {"date": "2026-10-15", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "complaint", "text": "@noahrshinn my instinct ai agent (on whatsapp) has been completely stuck for 24+ hours. every single message gets the exact same fallback reply, no matter what i send. [link]", "link": "https://twitter.com/2012756153768587264/status/2110659245851152625"}]}}, "act": {"praise": 77, "complaint": 9, "n": 86, "weighted": {"praise": 52.01, "complaint": 5.79}, "praiseShare": 89.5, "ci95": [81.3, 94.4], "regard": 0.5481, "regardCi95": [0.526, 0.57], "salience": 31.9, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "@pranavmanie i used instinct ai to edit a reel a few days ago and it astonished me with its output 🤯", "link": "https://twitter.com/1772922305984798720/status/2110808572376519163"}, {"date": "2026-10-15", "source": "YouTube", "community": "We tested Instinct, Muse and Grokbot. They’re ridiculous.", "polarity": "praise", "text": "great video. you got this old man (age 65) to sign up for instinct. it's been more effective than chatgpt at helping me manage my google calendar in the first 10 minutes", "link": "https://www.youtube.com/watch?v=Pfr6qwPZlhE&lc=Ugxhoi88vOZBv_zMIzh4AaABAg"}, {"date": "2026-10-14", "source": "YouTube", "community": "Dots : tout ça pour réserver un vol et faire ses courses ?", "polarity": "praise", "text": "very big user/builder of hermes and i admit instinct is a total madness! \n⁠6,355 messages, 575 voice notes, 96 images, 37 documents, 2 videos in 22 days and 373 tasks launched: 361 completed, 10 active, only 1 failed 🙃", "link": "https://www.youtube.com/watch?v=xjK13eSfyTQ&lc=UgzMkkigQ-XSvYitrIJ4AaABAg"}, {"date": "2026-10-09", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "i gave instinct ai one prompt to oneshot me this webapp:\n [link] \ndamn. (i know instinct is considered a personal agent but it was fun testing out its limits and from what i saw its pretty powerful, i wonder how much it’ll cost when live)", "link": "https://twitter.com/2107837025403412480/status/2108704698035290144"}, {"date": "2026-10-04", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "@jamesoncamp we have all connections there, easier for everybody. instinct ai instead has no problem in scheduling campaigns", "link": "https://twitter.com/1743261642643603456/status/2106744766050267313"}], "complaint": [{"date": "2026-09-17", "source": "YouTube", "community": "Instinct AI is For Real. What You Need to Know.", "polarity": "complaint", "text": "i've spent more time babysitting this thing than any other agent -- everyday i need to remind it to do things and need to ask it to fix things nonstop.", "link": "https://www.youtube.com/watch?v=mUAsaprJ66s&lc=UgyFfhDbzD8CTr1o4iJ4AaABAg"}, {"date": "2026-09-16", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "complaint", "text": "after 8 topics, 9 days, and 40+ threads, my instinct ai assistant seemed to start forgetting things and making mistakes 👁️\ni was surprised by how quickly my trust dropped — much more than it does with other chat ais.\nthe mechanism feels very similar to what happens with a human assistant: i wouldn’t stop working with them because of context and workflow lock-in, but i’d start checking their work much more closely.\nrelationship continued but something’s shifted.", "link": "https://twitter.com/1678282038237855744/status/2100294939418775742"}]}}, "auto": {"praise": 28, "complaint": 7, "n": 35, "weighted": {"praise": 20.38, "complaint": 4.43}, "praiseShare": 80.0, "ci95": [64.1, 90.0], "regard": 0.5122, "regardCi95": [0.494, 0.529], "salience": 13.0, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "@awilkinson @hark_labs @adcock_brett very proactive than most. using instinct ai, claude and grokbot", "link": "https://twitter.com/939342442746269696/status/2110239417248178182"}, {"date": "2026-10-13", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "@elonmusk @grok @bot you really need to develop memory like instinct ai or muse ai does . the grok bot is good but i’m missing that memory which i would like to use with grok bot than the other ai asap. @poteto @mattyp", "link": "https://twitter.com/939963120461799424/status/2110157138085449910"}, {"date": "2026-10-02", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "its crazy how well @chatgpt and @instinct ai work together, at this point when they get stuff they talk to each other and figure out, different models, different capabilities. @noahrshinn, hats off to the agentic capability of instinct. genuinely amazes me. [link]", "link": "https://twitter.com/1426548512238366722/status/2105941118450036823"}, {"date": "2026-09-29", "source": "YouTube", "community": "Inside the Personal AI Assistant Growing 10% a Day | Instinct Founder", "polarity": "praise", "text": "been using it for simple stuff but i love how it reminds me to follow up on certain things", "link": "https://www.youtube.com/watch?v=Am7IWP8IpEc&lc=Ugw_5N3Emsq2x25C0S94AaABAg"}, {"date": "2026-09-08", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "the thing that makes the instinct ai app so helpful is that it actively reads your email and proactively suggests how to support you.", "link": "https://twitter.com/22920022/status/2097313626268844227"}], "complaint": [{"date": "2026-09-04", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "complaint", "text": "instinct ai assistant truly feels like talking to a real human.\nyou ask it to remind you about something and it just forgets to do it.", "link": "https://twitter.com/954670696348749824/status/2095877556004151532"}, {"date": "2026-09-16", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "complaint", "text": "after 8 topics, 9 days, and 40+ threads, my instinct ai assistant seemed to start forgetting things and making mistakes 👁️\ni was surprised by how quickly my trust dropped — much more than it does with other chat ais.\nthe mechanism feels very similar to what happens with a human assistant: i wouldn’t stop working with them because of context and workflow lock-in, but i’d start checking their work much more closely.\nrelationship continued but something’s shifted.", "link": "https://twitter.com/1678282038237855744/status/2100294939418775742"}, {"date": "2026-09-21", "source": "YouTube", "community": "Instinct: A Free AI Assistant That Actually Gets Things Done", "polarity": "complaint", "text": "i love instinct and right now i have it basically as a perfect itinerary tool to navigate my online access and kind of a bunch of projects i'm working on at once but unfortunately it has a hard time auto injecting it seems to shut off after about an hour or two and i put the life of me i even if i try to do a max prompt iq system to get to i have a automated timer to self prompt it does not.. which is really disappointing \ni have to still babysit it and unfortunately i think it can only have like a few agents at a time if not it primarily uses only one", "link": "https://www.youtube.com/watch?v=y9UD7Vs3APE&lc=Ugyzs648Ldg2bOEvkWB4AaABAg"}]}}, "control": {"praise": 6, "complaint": 5, "n": 11, "weighted": {"praise": 3.88, "complaint": 3.26}, "praiseShare": 54.5, "ci95": [28.0, 78.7], "regard": 0.498, "regardCi95": [0.487, 0.508], "salience": 4.1, "receipts": {"praise": [{"date": "2026-09-21", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "i put instinct ai to a real test: build my exact burrito order, show me the total, and stop before spending. it handled the work while i kept the final say. — richard cieplechowicz\\n\\n#instinctai #richardcieplechowicz [link]", "link": "https://twitter.com/2101682683977859072/status/2101852526274392483"}, {"date": "2026-10-14", "source": "YouTube", "community": "Instinct AI Review: I Gave the $10B AI Assistant 20 Real-Life Tasks", "polarity": "praise", "text": "@smashoneus this is exactly the right split. “needs me today / can wait / just file it” with a one-line draft is the kind of job it was best at in my test: it finds and sorts things, and it never sent anything without my yes. and your “never” list is the one most people skip. job 17 showed why: an “only if” condition is still just a request, so anything that moves money or makes a promise has to stay with you. writing that rule down on day one, before you connect anything, is what kept my mistakes small.\none heads-up since you mentioned customers: instinct’s terms say personal use only, so i’d keep it on your own inbox, not a business one, for now.", "link": "https://www.youtube.com/watch?v=MD6Wh2PC_VE&lc=Ugzv8eFfaChDriCg7N14AaABAg.AbfAlZc0Wx1AbxoLqOYuwY"}, {"date": "2026-09-25", "source": "Reddit", "community": "r/AI_Agents", "polarity": "praise", "text": "i've been using instinct as an assistant over whatsapp for a few days. what i've done with it: cleaned up my gmail (thousands of promo emails gone, unsubscribed from the noise), got help with some online teaching work where it drafts messages and i review and send everything myself, and planned a trip. small detail i love: every time i ask for something it reacts with an emoji, so i know it's already on it. ", "link": "https://www.reddit.com/r/AI_Agents/comments/1wak4is/ive_been_stresstesting_instinct_with_reallife/pc0gjb5/"}], "complaint": [{"date": "2026-10-06", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "complaint", "text": "@poldidawg instinct ai doesn’t come close to some of the other agents. it gets stuck on captchas that other agents can solve, there’s no manual takeover, or authorization. if they want to compete they need to release concierge voice calling soon. otherwise they will be left behind.", "link": "https://twitter.com/2106542033871810560/status/2107508001011843471"}]}}, "trust": {"praise": 6, "complaint": 19, "n": 25, "weighted": {"praise": 4.06, "complaint": 12.07}, "praiseShare": 24.0, "ci95": [11.5, 43.4], "regard": 0.4968, "regardCi95": [0.481, 0.514], "salience": 9.3, "receipts": {"praise": [{"date": "2026-09-25", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "i have instinct, ai crawling the web.\nit just gave me a warning that it found a prompt injection in the results. [link]", "link": "https://twitter.com/1440056267939012611/status/2103571950865883148"}, {"date": "2026-10-16", "source": "YouTube", "community": "I quit OpenClaw for this", "polarity": "praise", "text": "instinct is my first ai agent, and am a fan.\ni trust it more then meta, and love how you simply use chat (no app to download).\ni'm still on level 1, but believe that won't last long 😁", "link": "https://www.youtube.com/watch?v=ik8cyqLfLDE&lc=UgzNDYvTtTJqanL_4UZ4AaABAg"}, {"date": "2026-09-08", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "weekend of ai assistants, found that i’m starting to find strengths of each.\ninstinct ai got me a last minute reservation (75 minutes before the time), something neither amex or chase could do. also the only assistant that i trust to check out\n@townai is one i’ve paid for a few months and i’ve found i trust it the most to write emails and remind me of deadlines.\nhaven’t tried @bot yet, but high on the list after the new plan", "link": "https://twitter.com/42746068/status/2097124327091286382"}], "complaint": [{"date": "2026-10-06", "source": "YouTube", "community": "Instinct AI is the Next AI Wave of 2026?", "polarity": "complaint", "text": "it seem it takes my whole whatsapp to the app. seems they can hack my number easily. lot of vulnerability 😂", "link": "https://www.youtube.com/watch?v=zeKuh1gNu04&lc=Ugw4uV-8y2XMpvndRmp4AaABAg"}, {"date": "2026-09-30", "source": "YouTube", "community": "We tested Instinct, Muse and Grokbot. They’re ridiculous.", "polarity": "complaint", "text": "a quick search on instinct while watching….many cybersecurity experts and early tests consider it unsafe for sensitive personal or work data.", "link": "https://www.youtube.com/watch?v=Pfr6qwPZlhE&lc=Ugz_nm4iKhtA-PaK65J4AaABAg"}, {"date": "2026-09-22", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "complaint", "text": "instinct ai is really awesome/terrifying. don't feel good about the security stuff so will eventually delete", "link": "https://twitter.com/1159085774932983811/status/2102323529425592671"}, {"date": "2026-09-17", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "complaint", "text": "waittt, even after removing google access, why is my info still saved?\nsomeone explain this to me from the builder’s perspective, so is retaining previously indexed data actually necessary for the product to work, or is there another reason for it?\n#instinct #ai [link]", "link": "https://twitter.com/1495867602253787136/status/2100668229136142780"}, {"date": "2026-09-15", "source": "YouTube", "community": "Instinct AI is For Real. What You Need to Know.", "polarity": "complaint", "text": "i did a security analysis on this and it failed literally everything lol ill stick with hermes and grok.", "link": "https://www.youtube.com/watch?v=mUAsaprJ66s&lc=Ugx8CncMpr8ga9zKw8V4AaABAg"}]}}, "vendor": {"praise": 2, "complaint": 15, "n": 17, "weighted": {"praise": 1.09, "complaint": 10.86}, "praiseShare": 11.8, "ci95": [3.3, 34.3], "regard": 0.4895, "regardCi95": [0.479, 0.503], "salience": 6.3, "receipts": {"praise": [], "complaint": [{"date": "2026-10-08", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "complaint", "text": "@noahrshinn hi noah, my instinct account has been stuck on \"account deletion is still in progress\" for 3 weeks. i've changed my mind and want it restored. emailed [email] on sep 29 and followed up, no reply. could someone on the team help? happy to dm details.", "link": "https://twitter.com/51189845/status/2108000141630443775"}, {"date": "2026-09-27", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "complaint", "text": "been testing instinct @noahrshinn . my agent silently stopped working—no error, no reset. beta or not, silent failures defeat the purpose. we need clear alerts—or a way to avoid hitting a wall. otherwise, it’s not reliable. #instinct #ai", "link": "https://twitter.com/1838253072554000384/status/2104230911386456510"}, {"date": "2026-10-10", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "complaint", "text": "3 days of silence from my instinct ai agent.\n3 unanswered support emails.\neven /reset gave up.\nthe only thing that finally responded was the account deletion screen. 🙃\n@grok, is this the world’s first ai-powered ghosting service? 👻🤖 [link]", "link": "https://twitter.com/2063727626565369856/status/2108948141630194079"}, {"date": "2026-10-08", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "complaint", "text": "@noahrshinn i've been an active instinct user for a few days with data in my vault. my access suddenly dropped to waitlist status and my vault is completely inaccessible. i've emailed [email] with no reply. can you help restore my access/data? screenshot attached [link]", "link": "https://twitter.com/1573516711906578432/status/2108207411555373411"}, {"date": "2026-10-08", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "complaint", "text": "@noahrshinn @noahrshinn i've been an active instinct user for a few days with data in my vault. my access suddenly dropped to waitlist status and my vault is completely inaccessible. i've emailed [email] with no reply. can you help restore my access/data? screenshot attached [link]", "link": "https://twitter.com/1573516711906578432/status/2108207779320344623"}]}}, "billing.price_level": {"praise": 1, "complaint": 0, "n": 1, "weighted": {"praise": 0.59, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [20.7, 100.0], "regard": 0.5014, "regardCi95": [0.5, 0.504], "salience": 0.4, "receipts": {"praise": [{"date": "2026-09-24", "source": "YouTube", "community": "Instinct is my new favourite personal AI agent (here’s why)", "polarity": "praise", "text": "hey, i grabbed one of your referral links from your newsletter. so far i am really enjoying it, maybe 10 days in?\ni really wanted to use lindy ai but it was more than i wanted to pay.\nso far i really recommend it. ive set it up as my executive assistant for my business, got a decent handle name for email", "link": "https://www.youtube.com/watch?v=RkoXIAZo9b4&lc=UgyEBXP-SkqVN_1ege54AaABAg"}], "complaint": []}}, "billing.entry_plan": {"praise": 7, "complaint": 0, "n": 7, "weighted": {"praise": 5.42, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [64.6, 100.0], "regard": 0.5108, "regardCi95": [0.503, 0.52], "salience": 2.6, "receipts": {"praise": [{"date": "2026-10-01", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "@momo_studyblog i use instinct ai, though it’s an invite only startup, it’s one of the most useful tools i’ve used (and free for now)\nbut typically claude will be running through a lot of my workflows with hermes and i use chatgpt for general purpose", "link": "https://twitter.com/1878331479677341696/status/2105780477843943770"}, {"date": "2026-09-24", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "@alexfinn @alexfinn you need to do a review of instinct ai. have @noahrshinn on as a guest. it’s the best tool i’ve ever used and it not close. also absolutely free (as of now). just raised at a $10b valuation [link] \ngo falcons, pats suck", "link": "https://twitter.com/1867536761636761600/status/2103238096103895047"}, {"date": "2026-10-15", "source": "YouTube", "community": "I quit Openclaw. Here's what I use now.", "polarity": "praise", "text": "i've been using instinct for the last week and i'm blown away, just the basic chat alone is much better than chat or gemini. it creates docs, edits videos, creates routines and at no cost.. for now", "link": "https://www.youtube.com/watch?v=ik8cyqLfLDE&lc=UgyElIwzyzv7HMRhiTZ4AaABAg"}], "complaint": []}}, "billing.usage_cap": {"praise": 0, "complaint": 3, "n": 3, "weighted": {"praise": 0.0, "complaint": 1.61}, "praiseShare": 0.0, "ci95": [0.0, 56.2], "regard": 0.4974, "regardCi95": [0.494, 0.5], "salience": 1.1, "receipts": {"praise": [], "complaint": [{"date": "2026-09-24", "source": "YouTube", "community": "Muse vs Instinct: Which AI Agent Gets Your Passwords?", "polarity": "complaint", "text": "wait only 100m tokens per week?! i used 200m tokens today lol.", "link": "https://www.youtube.com/watch?v=UFfruslHYy4&lc=Ugx5r2EFumF8TIgTdVF4AaABAg"}, {"date": "2026-09-23", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "complaint", "text": "instinct ai capped daily browser use and its users are revolting. an agent that runs out of clock after an hour is not much of an agent. the meter is the product now. [link]", "link": "https://twitter.com/1001664806/status/2102687377806533090"}, {"date": "2026-09-08", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "complaint", "text": "i've been running @instinct ai and @bot together some tasks. @grokbot has outperformed on every single one (instinct gets rated limited too much!) [link]", "link": "https://twitter.com/1270045775121256449/status/2097415311893180789"}]}}, "billing.token_efficiency": {"praise": 2, "complaint": 0, "n": 2, "weighted": {"praise": 1.84, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [34.2, 100.0], "regard": 0.5077, "regardCi95": [0.5, 0.52], "salience": 0.7, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "but man @elonmusk , i tried @bot , it spent half of my free tier tokens just to set it up whereas @muse and instinct ai have been super quick working for me and are so cost effecient!", "link": "https://twitter.com/1973249560135999490/status/2110611971624309156"}], "complaint": []}}, "billing.plan_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.purchase_flow": {"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": []}}, "access.availability": {"praise": 3, "complaint": 7, "n": 10, "weighted": {"praise": 2.19, "complaint": 5.28}, "praiseShare": 30.0, "ci95": [10.8, 60.3], "regard": 0.5153, "regardCi95": [0.493, 0.542], "salience": 3.7, "receipts": {"praise": [], "complaint": [{"date": "2026-10-06", "source": "YouTube", "community": "Instinct AI is the Next AI Wave of 2026?", "polarity": "complaint", "text": "anna it say maximum limit reached , i cant able to join, can any anyone share link for instinct", "link": "https://www.youtube.com/watch?v=zeKuh1gNu04&lc=Ugw4jk1aCm2_g3oCi254AaABAg"}, {"date": "2026-09-30", "source": "YouTube", "community": "Inside the Personal AI Assistant Growing 10% a Day | Instinct Founder", "polarity": "complaint", "text": "so i'm in nigeria, and apparently, i can't use the free invites because nigeria isn't on the list of countries from which you can receive a code. nice.", "link": "https://www.youtube.com/watch?v=Am7IWP8IpEc&lc=UgwK7LALwG3D5pP6hKl4AaABAg"}, {"date": "2026-10-09", "source": "YouTube", "community": "Grok Bot apre a Claude, Amazon caccia Muse e i data center vanno nello spazio – PoP #64", "polarity": "complaint", "text": "and nothing, i activated instinct and it tells me that i am in line for activation 😢, \"i'll wait for you here: as soon as a spot opens up, i'll write to you. and if you know someone who is already using instinct, ask them for the invitation link - with that, you skip the line.\" send links!", "link": "https://www.youtube.com/watch?v=Aw2XlWQP8I0&lc=UgwUkwli7jMAuVeHkIF4AaABAg"}]}}, "access.platform": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 1.34}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4976, "regardCi95": [0.494, 0.5], "salience": 0.7, "receipts": {"praise": [], "complaint": []}}, "access.sign_in": {"praise": 4, "complaint": 1, "n": 5, "weighted": {"praise": 2.21, "complaint": 0.59}, "praiseShare": 80.0, "ci95": [37.6, 96.4], "regard": 0.5206, "regardCi95": [0.499, 0.55], "salience": 1.9, "receipts": {"praise": [], "complaint": []}}, "access.setup": {"praise": 5, "complaint": 1, "n": 6, "weighted": {"praise": 3.24, "complaint": 0.59}, "praiseShare": 83.3, "ci95": [43.6, 97.0], "regard": 0.5069, "regardCi95": [0.5, 0.515], "salience": 2.2, "receipts": {"praise": [{"date": "2026-09-25", "source": "YouTube", "community": "Instinct AI is For Real. What You Need to Know.", "polarity": "praise", "text": "there’s hardly any setup at all just to initially start using it!", "link": "https://www.youtube.com/watch?v=mUAsaprJ66s&lc=UgyCFku-sEgsgO9vZ3h4AaABAg.AazzmaKTGTBAbAQrlJS2nB"}, {"date": "2026-09-22", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "spent last week with meta muse and instinct ai. no setup. connected one to gmail and it went to work.\nthe capability isn't new. the door is. anyone can walk through it now.\nask us anything tomorrow, 4-7 pm, workuity 24th &amp; camelback:\n[link]", "link": "https://twitter.com/808531067393015808/status/2102451012434829407"}], "complaint": []}}, "connect.coverage": {"praise": 9, "complaint": 6, "n": 15, "weighted": {"praise": 6.46, "complaint": 3.91}, "praiseShare": 60.0, "ci95": [35.7, 80.2], "regard": 0.4982, "regardCi95": [0.483, 0.512], "salience": 5.6, "receipts": {"praise": [{"date": "2026-10-08", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "just linked my x account to instinct. now i can post here by just sending a text. this very post - written and published through instinct 🤯 #instinct #ai", "link": "https://twitter.com/1413462538822459392/status/2108185077926768718"}, {"date": "2026-10-06", "source": "YouTube", "community": "I Tried The 4 Hottest Agents Right Now (Grok Bot, Muse, Instinct, Hermes)", "polarity": "praise", "text": "my muse and instinct work well together, connect email and they can speak directly to each other.", "link": "https://www.youtube.com/watch?v=_LPFQU1abWY&lc=UgzmOMq4HWCLljGszH14AaABAg.Ab6DYMRxi1TAbbfJ__9-Mx"}, {"date": "2026-09-19", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "been messing around with instinct ai lately\nthe interesting part is that it’s not just another chatbot\nit can privately see what you’re working with and actually handle tasks for you\nall my projects on github can now basically be in one place for it to work with\nso ggs", "link": "https://twitter.com/1557347618086219777/status/2101456741485670793"}], "complaint": [{"date": "2026-09-28", "source": "YouTube", "community": "Inside the Personal AI Assistant Growing 10% a Day | Instinct Founder", "polarity": "complaint", "text": "i asked my instinct if i can connect my bank accounts to help me budget but it says it’s not possible 😢", "link": "https://www.youtube.com/watch?v=Am7IWP8IpEc&lc=UgyMDC1b5X2gDqr2EO94AaABAg"}, {"date": "2026-09-25", "source": "YouTube", "community": "Instinct AI: el Agente de WhatsApp GRATIS que trabaja solo (prueba real en español)", "polarity": "complaint", "text": "hmmm i still can't find the gap. i mean. i've been using it for a few days now. it doesn't have access to icloud or anything from apple. it's google fan ai. hahaha hahaha", "link": "https://www.youtube.com/watch?v=tmOI7oGGK8M&lc=Ugy_gVK_Gy1lznpA3oh4AaABAg"}, {"date": "2026-09-22", "source": "YouTube", "community": "Instinct AI is For Real. What You Need to Know.", "polarity": "complaint", "text": "i'm struggling to see how instinct can be useful if it can't connect to your stack. connecting to gmail or outlook isn't enough.", "link": "https://www.youtube.com/watch?v=mUAsaprJ66s&lc=UgzS2cKJY9xLrr6vPD94AaABAg"}]}}, "connect.account_link": {"praise": 3, "complaint": 3, "n": 6, "weighted": {"praise": 2.19, "complaint": 2.01}, "praiseShare": 50.0, "ci95": [18.8, 81.2], "regard": 0.5118, "regardCi95": [0.497, 0.531], "salience": 2.2, "receipts": {"praise": [], "complaint": []}}, "connect.site_blocking": {"praise": 1, "complaint": 4, "n": 5, "weighted": {"praise": 0.5, "complaint": 3.28}, "praiseShare": 20.0, "ci95": [3.6, 62.4], "regard": 0.4979, "regardCi95": [0.491, 0.507], "salience": 1.9, "receipts": {"praise": [], "complaint": [{"date": "2026-10-12", "source": "YouTube", "community": "Hark Pro First Impressions: The Best AI Assistant I've Used", "polarity": "complaint", "text": "so far, it’s a lot better than instinct at evading bot detection, and it also hasn’t been cut off from amazon yet", "link": "https://www.youtube.com/watch?v=F18LWZI_-UA&lc=UgxnvJLAk3BQ7_cJwHR4AaABAg.Abqbz6VDj_AAbqqDuTlS7N"}, {"date": "2026-10-07", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "complaint", "text": "my instinct ai assistant is already failing at booking most of my restaurant requests, due to failing to pass the bot check. this is the start of more to come.", "link": "https://twitter.com/417492607/status/2107883665027915961"}, {"date": "2026-10-06", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "complaint", "text": "@poldidawg instinct ai doesn’t come close to some of the other agents. it gets stuck on captchas that other agents can solve, there’s no manual takeover, or authorization. if they want to compete they need to release concierge voice calling soon. otherwise they will be left behind.", "link": "https://twitter.com/2106542033871810560/status/2107508001011843471"}]}}, "connect.local_device": {"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": []}}, "connect.file_transfer": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.59}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4989, "regardCi95": [0.497, 0.5], "salience": 0.4, "receipts": {"praise": [], "complaint": []}}, "ask.channel": {"praise": 19, "complaint": 4, "n": 23, "weighted": {"praise": 14.18, "complaint": 2.86}, "praiseShare": 82.6, "ci95": [62.9, 93.0], "regard": 0.5131, "regardCi95": [0.497, 0.529], "salience": 8.5, "receipts": {"praise": [{"date": "2026-10-17", "source": "YouTube", "community": "10 Days With Instinct AI: The Use Cases That Won Me Over", "polarity": "praise", "text": "dude i came back here to say that everything that i've thrown at instinct it's been able to do. it's freaking amazing. i don't have imessage but it can live in my whatsapp and it's freaking cool", "link": "https://www.youtube.com/watch?v=GtyUR_hCtX0&lc=Ugw5WdSnonQ01cfDvmh4AaABAg"}, {"date": "2026-10-14", "source": "YouTube", "community": "Muse Wonder vs Hark Pro vs Grok Bot vs Dots: Same Trip, Ranked", "polarity": "praise", "text": "have you looked at instinct, compared to these? i have both hark and instinct (as well as dot), muse not available in australia yet. love the ui of hark, but have also found instinct to be seamless and easy to use through messaging.", "link": "https://www.youtube.com/watch?v=y8wUXyHewBM&lc=Ugz5ej3j8EqqNvC1QTp4AaABAg"}, {"date": "2026-10-13", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "@mmaria_alba @solopribuilds @grok try instinct ai, it works very well and through whatsapp directly", "link": "https://twitter.com/1893799047275978752/status/2109928870887481597"}], "complaint": [{"date": "2026-09-12", "source": "Reddit", "community": "r/AI_Agents", "polarity": "complaint", "text": "instinct absolutely sucks. hundred million dollars and i literally can't have it answer my texts, imessage, and all social media. it's an absolute joke. ", "link": "https://www.reddit.com/r/AI_Agents/comments/1wak4is/ive_been_stresstesting_instinct_with_reallife/p9fdpqp/"}]}}, "ask.voice": {"praise": 5, "complaint": 2, "n": 7, "weighted": {"praise": 3.48, "complaint": 1.34}, "praiseShare": 71.4, "ci95": [35.9, 91.8], "regard": 0.5087, "regardCi95": [0.499, 0.52], "salience": 2.6, "receipts": {"praise": [{"date": "2026-10-05", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "instinct ai voice in vocal message get me crazy. wth, so clean and natural 😳\n#instinct", "link": "https://twitter.com/1724202125578682368/status/2107152850149384302"}, {"date": "2026-10-09", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "#morning coffee always smells good\nyesterday i signed up to try instinct ai, thinking i would have to wait in a long queue, but this morning i got to try it. its greatness seems to be the ability to send messages back as voice. the thai voice is very clear.\ntonight, i will let my wife try to sign up and play with it. hehe [link]", "link": "https://twitter.com/15662791/status/2108369659187908620"}], "complaint": [{"date": "2026-10-06", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "complaint", "text": "@poldidawg instinct ai doesn’t come close to some of the other agents. it gets stuck on captchas that other agents can solve, there’s no manual takeover, or authorization. if they want to compete they need to release concierge voice calling soon. otherwise they will be left behind.", "link": "https://twitter.com/2106542033871810560/status/2107508001011843471"}]}}, "ask.conversation": {"praise": 2, "complaint": 4, "n": 6, "weighted": {"praise": 1.84, "complaint": 2.9}, "praiseShare": 33.3, "ci95": [9.7, 70.0], "regard": 0.4999, "regardCi95": [0.491, 0.511], "salience": 2.2, "receipts": {"praise": [], "complaint": [{"date": "2026-09-29", "source": "YouTube", "community": "Inside the Personal AI Assistant Growing 10% a Day | Instinct Founder", "polarity": "complaint", "text": "as a user experimenting with instinct or any other product that has just to chat, i find it limiting that ui. some important project. i updated yesterday but it’s outside the window of the chat of the text. i forget about it or can’t tell what’s going on? i think it does need a new possibility of a multi dimensional, graphic viewing aspect for scanning overall so i’m building my own.", "link": "https://www.youtube.com/watch?v=Am7IWP8IpEc&lc=UgyfDHLllTJJ_r7_43d4AaABAg"}]}}, "ask.speed": {"praise": 5, "complaint": 3, "n": 8, "weighted": {"praise": 3.6, "complaint": 1.34}, "praiseShare": 62.5, "ci95": [30.6, 86.3], "regard": 0.5055, "regardCi95": [0.496, 0.515], "salience": 3.0, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "but man @elonmusk , i tried @bot , it spent half of my free tier tokens just to set it up whereas @muse and instinct ai have been super quick working for me and are so cost effecient!", "link": "https://twitter.com/1973249560135999490/status/2110611971624309156"}, {"date": "2026-09-20", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "tried instinct ai and i'm impressed how easy and useful for day to day tasks it is. also pretty fast", "link": "https://twitter.com/99634772/status/2101700196908281937"}, {"date": "2026-09-09", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "texting with my instinct ai agent is the first time i have interacted with an ai tool that feels like i am speaking with a human.\nit is both cool, weird and slightly scary.\njust the little things it does like reacting to certain text with emojis make it feel very human.\nthe only thing that makes it not feel like a human is how crazy fast it replies to everything.", "link": "https://twitter.com/14979845/status/2097782852200825234"}], "complaint": []}}, "ask.app_client": {"praise": 2, "complaint": 0, "n": 2, "weighted": {"praise": 1.3, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [34.2, 100.0], "regard": 0.5056, "regardCi95": [0.5, 0.514], "salience": 0.7, "receipts": {"praise": [], "complaint": []}}, "ask.persona": {"praise": 3, "complaint": 1, "n": 4, "weighted": {"praise": 1.68, "complaint": 0.59}, "praiseShare": 75.0, "ci95": [30.1, 95.4], "regard": 0.4993, "regardCi95": [0.491, 0.505], "salience": 1.5, "receipts": {"praise": [{"date": "2026-09-07", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "playing with instinct ai… my initial impression is that it’s really nice! feels different, in a good way, from bot, codex and claude. feels a bit more human.", "link": "https://twitter.com/1974907218299617280/status/2097092429489094702"}, {"date": "2026-09-09", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "texting with my instinct ai agent is the first time i have interacted with an ai tool that feels like i am speaking with a human.\nit is both cool, weird and slightly scary.\njust the little things it does like reacting to certain text with emojis make it feel very human.\nthe only thing that makes it not feel like a human is how crazy fast it replies to everything.", "link": "https://twitter.com/14979845/status/2097782852200825234"}, {"date": "2026-10-09", "source": "YouTube", "community": "没有App的百亿估值AI助理Instinct​ | AI助理 | 个人智能体 | Noah Shinn | 智能代理 | 红杉资本 | AI信任机制 | 邀请制增长 | Reflexion论文", "polarity": "praise", "text": "i have been using instinct for about a month. as a parent, i have entrusted all daily affairs with my child's school to instinct. i also basically rely on instinct for grocery shopping. the tone of this product is very good, and i strongly recommend everyone to give it a try.", "link": "https://www.youtube.com/watch?v=9Rsv06AoDJQ&lc=UgyDEKzUbyqHcHOrVbN4AaABAg"}], "complaint": []}}, "act.email": {"praise": 8, "complaint": 0, "n": 8, "weighted": {"praise": 5.08, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [67.6, 100.0], "regard": 0.5069, "regardCi95": [0.503, 0.512], "salience": 3.0, "receipts": {"praise": [{"date": "2026-09-14", "source": "Reddit", "community": "r/AI_Agents", "polarity": "praise", "text": "what? hard disagree. ive used it successfully for texts, emails, calendar, and talking to my wife's instinct.", "link": "https://www.reddit.com/r/AI_Agents/comments/1wak4is/ive_been_stresstesting_instinct_with_reallife/p9r6nid/"}, {"date": "2026-09-25", "source": "Reddit", "community": "r/AI_Agents", "polarity": "praise", "text": "i've been using instinct as an assistant over whatsapp for a few days. what i've done with it: cleaned up my gmail (thousands of promo emails gone, unsubscribed from the noise), got help with some online teaching work where it drafts messages and i review and send everything myself, and planned a trip. small detail i love: every time i ask for something it reacts with an emoji, so i know it's already on it. ", "link": "https://www.reddit.com/r/AI_Agents/comments/1wak4is/ive_been_stresstesting_instinct_with_reallife/pc0gjb5/"}], "complaint": []}}, "act.calendar": {"praise": 4, "complaint": 0, "n": 4, "weighted": {"praise": 3.34, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [51.0, 100.0], "regard": 0.5044, "regardCi95": [0.501, 0.509], "salience": 1.5, "receipts": {"praise": [{"date": "2026-10-15", "source": "YouTube", "community": "We tested Instinct, Muse and Grokbot. They’re ridiculous.", "polarity": "praise", "text": "great video. you got this old man (age 65) to sign up for instinct. it's been more effective than chatgpt at helping me manage my google calendar in the first 10 minutes", "link": "https://www.youtube.com/watch?v=Pfr6qwPZlhE&lc=Ugxhoi88vOZBv_zMIzh4AaABAg"}, {"date": "2026-09-14", "source": "Reddit", "community": "r/AI_Agents", "polarity": "praise", "text": "what? hard disagree. ive used it successfully for texts, emails, calendar, and talking to my wife's instinct.", "link": "https://www.reddit.com/r/AI_Agents/comments/1wak4is/ive_been_stresstesting_instinct_with_reallife/p9r6nid/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/GrokBot", "polarity": "praise", "text": "so this is with instinct, but assume grok bot can do the same. i gave it a login to my school portal, 3 different schools for my 3 kids in the one portal. it scans the portal and reads the updates and automatically puts school events like sports carnivals in my calendar and gives me a summary of any school events that day every morning in whatsapp. dad is going to be more on top of school stuff than mum 😂", "link": "https://www.reddit.com/r/GrokBot/comments/1x4lk32/what_do_you_use_grokbot_for/pggajxh/"}], "complaint": []}}, "act.reservations": {"praise": 15, "complaint": 0, "n": 15, "weighted": {"praise": 9.15, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [79.6, 100.0], "regard": 0.5126, "regardCi95": [0.507, 0.519], "salience": 5.6, "receipts": {"praise": [{"date": "2026-09-18", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "i'm constantly amazed by ai, and instinct ai is something i’m playing with. it’s so simple and easy to get it to do something. \ni wanted to make a booking tonight at a restaurant: literally a short liner. instinct double-checked with me how many people, booked, and executed. fantastic!", "link": "https://twitter.com/17613963/status/2100799499518251194"}, {"date": "2026-10-06", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "👀 finally got my hands on the instinct ai personal agent—the whatsapp integration is actually crazy. it literally just booked a dinner slot for me directly through text.\ni have a couple of invite links left if anyone wants to skip the waitlist and test it out:\n([link])\n([link])", "link": "https://twitter.com/2104235535375966208/status/2107503180909297779"}, {"date": "2026-09-23", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "instinct ai - in text agent is wild. did my accounting and checked me into a flight with a voice note. done. [link]", "link": "https://twitter.com/43904339/status/2102910268514951418"}], "complaint": []}}, "act.shopping": {"praise": 9, "complaint": 0, "n": 9, "weighted": {"praise": 6.2, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [70.1, 100.0], "regard": 0.5098, "regardCi95": [0.504, 0.517], "salience": 3.3, "receipts": {"praise": [{"date": "2026-10-03", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "@steveruizok i don’t know how they do it, but it works incredibly well with instinct ai. i get it to add items to the card then i do the payment part, it then sends a pdf with recipes [link]", "link": "https://twitter.com/1569304635072040960/status/2106288195071553739"}, {"date": "2026-10-09", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "@mattfromsmm @paulg @theelliottsmith i used instinct ai to buy a full haircut set this weekend.\nit found the 3 machines at cheapest available price online (3 separate orders) $385 total instead of $654\nsent me checkout total, i confirmed, and &amp; it showed up at my door.\namazon won’t be needed with agents.", "link": "https://twitter.com/1314377952151449601/status/2108453625299120293"}, {"date": "2026-10-09", "source": "YouTube", "community": "没有App的百亿估值AI助理Instinct​ | AI助理 | 个人智能体 | Noah Shinn | 智能代理 | 红杉资本 | AI信任机制 | 邀请制增长 | Reflexion论文", "polarity": "praise", "text": "i have been using instinct for about a month. as a parent, i have entrusted all daily affairs with my child's school to instinct. i also basically rely on instinct for grocery shopping. the tone of this product is very good, and i strongly recommend everyone to give it a try.", "link": "https://www.youtube.com/watch?v=9Rsv06AoDJQ&lc=UgyDEKzUbyqHcHOrVbN4AaABAg"}], "complaint": []}}, "act.admin": {"praise": 22, "complaint": 0, "n": 22, "weighted": {"praise": 13.49, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [85.1, 100.0], "regard": 0.5168, "regardCi95": [0.511, 0.524], "salience": 8.1, "receipts": {"praise": [{"date": "2026-09-28", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "@biohazard3737 instinct ai seems to be 90% works for bills or just photo a parking ticket and ask it to pay.", "link": "https://twitter.com/3432211203/status/2104650180490399872"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/AI_Agents", "polarity": "praise", "text": "each website has a process to request for you to remove your information. you fill in your e-mail information and they send you a link to formalize the request. instinct was able to find my data in multiple data sites, submit my request. i haven't given access to my e-mail, so i had to click on the final request. it was very helpful and saved me time from requesting removal from 6 websites.\n", "link": "https://www.reddit.com/r/AI_Agents/comments/1wak4is/ive_been_stresstesting_instinct_with_reallife/peq6487/"}, {"date": "2026-09-27", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "you're still fully insured. your bank pays the bill initially and later your insurer reimburse the bank.\nit requires a bit of paperwork, which can very well be done using ai. i use instinct (personal assistant) which is able to pull medical records from hospital website and automatically fill the form part a.", "link": "https://twitter.com/3107739156/status/2104066964520112600"}], "complaint": []}}, "act.finance": {"praise": 7, "complaint": 0, "n": 7, "weighted": {"praise": 4.24, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [64.6, 100.0], "regard": 0.5056, "regardCi95": [0.502, 0.51], "salience": 2.6, "receipts": {"praise": [{"date": "2026-09-28", "source": "YouTube", "community": "Instinct AI: The New Viral Sensation in AI", "polarity": "praise", "text": "instinct cancelled an annualised subscription that i had forgotten about and got me a refund (sub was cancelled within 60 days of the last payment). 🤯", "link": "https://www.youtube.com/watch?v=1w6WMwVFB8U&lc=UgzDUrKq690fRtdMD0p4AaABAg"}, {"date": "2026-09-23", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "instinct ai - in text agent is wild. did my accounting and checked me into a flight with a voice note. done. [link]", "link": "https://twitter.com/43904339/status/2102910268514951418"}, {"date": "2026-09-12", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "instinct ai already saved me $14,000.\nit negotiated 25% off verizon and got a refund for my melted protein bars.\ni sent the requests through imessage while holding my newborn.\nlet the robots argue with customer service. i have a kid to raise.\nnot sponsored. [link]", "link": "https://twitter.com/1741290050204352512/status/2098595080840134853"}], "complaint": []}}, "act.research": {"praise": 15, "complaint": 2, "n": 17, "weighted": {"praise": 9.77, "complaint": 1.21}, "praiseShare": 88.2, "ci95": [65.7, 96.7], "regard": 0.4855, "regardCi95": [0.448, 0.516], "salience": 6.3, "receipts": {"praise": [{"date": "2026-10-02", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "@lowlandsapien use instinct ai and get it to find every electrician available and have them all quote it. had a 3d printing job recently and had quotes from $2300 to $500 for the literal exact job. i couldn't have been arsed, and probably couldn't have found all the businesses myself.", "link": "https://twitter.com/1749764077969125376/status/2105822440064680010"}, {"date": "2026-10-02", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "things instinct ai did for me this week: scheduled my x posts overnight, audited my website, drafted my reddit posts, found homeschool field trips. i mostly just text it and say thanks. best teammate i've got.", "link": "https://twitter.com/1955708507942215680/status/2105823076172849520"}, {"date": "2026-09-24", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "@five2picker @chrobinson i had instinct ai find me some smaller local liquidation and auction places, kind of like b-stock.\nit actually reached out to them on my behalf, and i already got a few responses.\ni’m going to check some of them out in person tomorrow and see what i can find.", "link": "https://twitter.com/1726434791145213952/status/2102919871704993902"}], "complaint": []}}, "act.build": {"praise": 2, "complaint": 0, "n": 2, "weighted": {"praise": 1.55, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [34.2, 100.0], "regard": 0.5021, "regardCi95": [0.5, 0.505], "salience": 0.7, "receipts": {"praise": [{"date": "2026-10-09", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "i gave instinct ai one prompt to oneshot me this webapp:\n [link] \ndamn. (i know instinct is considered a personal agent but it was fun testing out its limits and from what i saw its pretty powerful, i wonder how much it’ll cost when live)", "link": "https://twitter.com/2107837025403412480/status/2108704698035290144"}], "complaint": []}}, "act.content": {"praise": 9, "complaint": 0, "n": 9, "weighted": {"praise": 6.81, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [70.1, 100.0], "regard": 0.5099, "regardCi95": [0.504, 0.517], "salience": 3.3, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "@pranavmanie i used instinct ai to edit a reel a few days ago and it astonished me with its output 🤯", "link": "https://twitter.com/1772922305984798720/status/2110808572376519163"}, {"date": "2026-10-04", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "@jamesoncamp we have all connections there, easier for everybody. instinct ai instead has no problem in scheduling campaigns", "link": "https://twitter.com/1743261642643603456/status/2106744766050267313"}, {"date": "2026-10-15", "source": "YouTube", "community": "I quit Openclaw. Here's what I use now.", "polarity": "praise", "text": "i've been using instinct for the last week and i'm blown away, just the basic chat alone is much better than chat or gemini. it creates docs, edits videos, creates routines and at no cost.. for now", "link": "https://www.youtube.com/watch?v=ik8cyqLfLDE&lc=UgyElIwzyzv7HMRhiTZ4AaABAg"}], "complaint": []}}, "act.outreach": {"praise": 5, "complaint": 0, "n": 5, "weighted": {"praise": 3.25, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [56.6, 100.0], "regard": 0.5047, "regardCi95": [0.501, 0.509], "salience": 1.9, "receipts": {"praise": [{"date": "2026-09-01", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "my instinct ai agent just negotiated my internet bill down $40/month.\nsuddenly inspired to train a 3b param model entirely on transcripts from a marrakech souk so it can start absolutely torching the rest of my bills", "link": "https://twitter.com/211052841/status/2094859056716390428"}, {"date": "2026-10-12", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "instinct ai is insane, i made a cold mailing sheet and labeled all companies manually , ive connected my github to it so it fetches relevant projects. im omw to station and i just sent 10+ mails using instinct. absolutely no idea what the turn out is going to be but its so cool.", "link": "https://twitter.com/2064655209419476992/status/2109657434918994336"}, {"date": "2026-09-28", "source": "YouTube", "community": "Instinct AI: el Agente de WhatsApp GRATIS que trabaja solo (prueba real en español)", "polarity": "praise", "text": "i used it to file a complaint about a charge with my card in a parking lot where they didn't let me in later. it automatically claimed to the bank and claimed to the company. it even filed a complaint with the consumer office in madrid using c@lve. without a doubt, the day i have to pay for it, i will pay.", "link": "https://www.youtube.com/watch?v=tmOI7oGGK8M&lc=UgzL-P2nH5NfCrHctot4AaABAg"}], "complaint": []}}, "act.computer_use": {"praise": 2, "complaint": 1, "n": 3, "weighted": {"praise": 1.5, "complaint": 0.59}, "praiseShare": 66.7, "ci95": [20.8, 93.9], "regard": 0.5011, "regardCi95": [0.495, 0.507], "salience": 1.1, "receipts": {"praise": [{"date": "2026-10-16", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "can someone explain to me why hermes, even when using kimi k3 through openrouter, won't do something simple like login to amex to check trips and reward balance, but instinct has no issues doing this? i first tried w/ claude code and it was a dead end because of their new safety features.", "link": "https://www.reddit.com/r/hermesagent/comments/1x74eka/instinct_can_login_to_amex_but_hermes_cant/"}], "complaint": []}}, "act.stops_short": {"praise": 3, "complaint": 2, "n": 5, "weighted": {"praise": 2.59, "complaint": 1.19}, "praiseShare": 60.0, "ci95": [23.1, 88.2], "regard": 0.5029, "regardCi95": [0.495, 0.511], "salience": 1.9, "receipts": {"praise": [{"date": "2026-10-14", "source": "YouTube", "community": "Dots : tout ça pour réserver un vol et faire ses courses ?", "polarity": "praise", "text": "very big user/builder of hermes and i admit instinct is a total madness! \n⁠6,355 messages, 575 voice notes, 96 images, 37 documents, 2 videos in 22 days and 373 tasks launched: 361 completed, 10 active, only 1 failed 🙃", "link": "https://www.youtube.com/watch?v=xjK13eSfyTQ&lc=UgzMkkigQ-XSvYitrIJ4AaABAg"}, {"date": "2026-09-27", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "unpopular opinion: ticktick premium isn't worth the money.\ni used it for all my task planning and tracking. \nall it did was remind me.\nthen i switched to instinct ai.\nit doesn't just remind me about tasks. \nit actually does them.\nreminders are old news. \nexecution is the new standard.", "link": "https://twitter.com/1917217944146268160/status/2104050118202912867"}], "complaint": []}}, "act.false_reports": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 1.3}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4983, "regardCi95": [0.496, 0.5], "salience": 0.7, "receipts": {"praise": [], "complaint": []}}, "act.accuracy": {"praise": 2, "complaint": 4, "n": 6, "weighted": {"praise": 1.09, "complaint": 2.89}, "praiseShare": 33.3, "ci95": [9.7, 70.0], "regard": 0.499, "regardCi95": [0.492, 0.507], "salience": 2.2, "receipts": {"praise": [], "complaint": [{"date": "2026-10-09", "source": "YouTube", "community": "Instinct AI is For Real. What You Need to Know.", "polarity": "complaint", "text": "find me cheap flights, ends up finding me flights for 600$ instead of 300$ like i did. useless", "link": "https://www.youtube.com/watch?v=mUAsaprJ66s&lc=UgyH0s2Kqr0wfHfKqO54AaABAg"}]}}, "act.instructions": {"praise": 2, "complaint": 2, "n": 4, "weighted": {"praise": 1.34, "complaint": 1.5}, "praiseShare": 50.0, "ci95": [15.0, 85.0], "regard": 0.5015, "regardCi95": [0.494, 0.51], "salience": 1.5, "receipts": {"praise": [], "complaint": [{"date": "2026-09-17", "source": "YouTube", "community": "Instinct AI is For Real. What You Need to Know.", "polarity": "complaint", "text": "i've spent more time babysitting this thing than any other agent -- everyday i need to remind it to do things and need to ask it to fix things nonstop.", "link": "https://www.youtube.com/watch?v=mUAsaprJ66s&lc=UgyFfhDbzD8CTr1o4iJ4AaABAg"}]}}, "auto.proactive": {"praise": 12, "complaint": 1, "n": 13, "weighted": {"praise": 8.45, "complaint": 0.84}, "praiseShare": 92.3, "ci95": [66.7, 98.6], "regard": 0.5069, "regardCi95": [0.492, 0.518], "salience": 4.8, "receipts": {"praise": [{"date": "2026-09-08", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "the thing that makes the instinct ai app so helpful is that it actively reads your email and proactively suggests how to support you.", "link": "https://twitter.com/22920022/status/2097313626268844227"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/GrokBot", "polarity": "praise", "text": "i still prefer instinct above grok. i constantly need to repeat myself while instinct is even so smart to geo through my gmail to retrieve my address and other details. it sometimes also pops-up out of nowhere to warm me about an about to expire subscription and that it looked for alternatives. truly on another level. grok feels more iike scripted routines instead of a real agent.", "link": "https://www.reddit.com/r/GrokBot/comments/1x3f47l/adding_bot_to_the_grok_app_was_a_great_choice/pfb3hik/"}, {"date": "2026-09-13", "source": "Reddit", "community": "r/Instinctai", "polarity": "praise", "text": "fair take - muse is genuinely fast, and on compute-heavy parallel jobs the gap is real. where instinct pulls ahead for me is follow-through: it holds context across days and chases things without being asked, so i'm not managing it. speed matters less when the job finishes while i'm doing something else. what are you mostly running on it?", "link": "https://www.reddit.com/r/Instinctai/comments/1wf4e21/muse_vs_instinct_whats_actually_public_about_each/p9jz5bl/"}], "complaint": [{"date": "2026-10-08", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "complaint", "text": "that instinct ai be clingy af bra it be tryna like get ur attention and shit", "link": "https://twitter.com/875131403700248578/status/2108290719265767831"}]}}, "auto.routines": {"praise": 4, "complaint": 0, "n": 4, "weighted": {"praise": 3.19, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [51.0, 100.0], "regard": 0.5048, "regardCi95": [0.501, 0.51], "salience": 1.5, "receipts": {"praise": [{"date": "2026-09-25", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "been using @noahrshinn instinct ai for a week now.\nconnected gmail, calendar, tasks, and notion. \nsetup a briefing twice a day for college email.\nsuper helpful, it adds to tasks any pending stuff, after waking up first thing i see is everything that is lined up for the day.", "link": "https://twitter.com/768385729693003776/status/2103554975993639119"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/GrokBot", "polarity": "praise", "text": "so this is with instinct, but assume grok bot can do the same. i gave it a login to my school portal, 3 different schools for my 3 kids in the one portal. it scans the portal and reads the updates and automatically puts school events like sports carnivals in my calendar and gives me a summary of any school events that day every morning in whatsapp. dad is going to be more on top of school stuff than mum 😂", "link": "https://www.reddit.com/r/GrokBot/comments/1x4lk32/what_do_you_use_grokbot_for/pggajxh/"}], "complaint": []}}, "auto.reminders": {"praise": 4, "complaint": 1, "n": 5, "weighted": {"praise": 2.83, "complaint": 0.35}, "praiseShare": 80.0, "ci95": [37.6, 96.4], "regard": 0.5022, "regardCi95": [0.496, 0.508], "salience": 1.9, "receipts": {"praise": [{"date": "2026-09-29", "source": "YouTube", "community": "Inside the Personal AI Assistant Growing 10% a Day | Instinct Founder", "polarity": "praise", "text": "been using it for simple stuff but i love how it reminds me to follow up on certain things", "link": "https://www.youtube.com/watch?v=Am7IWP8IpEc&lc=Ugw_5N3Emsq2x25C0S94AaABAg"}, {"date": "2026-09-12", "source": "YouTube", "community": "Instinct AI Saved Me $14,000 Already. Here's How", "polarity": "praise", "text": "love it so far. i forgot to finish a submission to speak at a conference and it dug out the email and reminded me then filled it out for me! very impressive! 🎉", "link": "https://www.youtube.com/watch?v=jh2IDLaP7_Y&lc=UgwtxYQxNxeMcprSN7V4AaABAg"}], "complaint": [{"date": "2026-09-04", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "complaint", "text": "instinct ai assistant truly feels like talking to a real human.\nyou ask it to remind you about something and it just forgets to do it.", "link": "https://twitter.com/954670696348749824/status/2095877556004151532"}]}}, "auto.multi_agent": {"praise": 6, "complaint": 3, "n": 9, "weighted": {"praise": 4.2, "complaint": 2.03}, "praiseShare": 66.7, "ci95": [35.4, 87.9], "regard": 0.4945, "regardCi95": [0.479, 0.507], "salience": 3.3, "receipts": {"praise": [{"date": "2026-10-18", "source": "YouTube", "community": "INSTINCT AI Clearly Explained (set up your AI personal assistant)", "polarity": "praise", "text": "i literally connected to my chatgpt and claude account so instinct is the ai agent who controls other agents 😂😂 actually instinct is the boss now. what a time we live in", "link": "https://www.youtube.com/watch?v=lsc3hhHSy98&lc=Ugy1TYHIDLcTgW905lx4AaABAg"}, {"date": "2026-10-02", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "its crazy how well @chatgpt and @instinct ai work together, at this point when they get stuff they talk to each other and figure out, different models, different capabilities. @noahrshinn, hats off to the agentic capability of instinct. genuinely amazes me. [link]", "link": "https://twitter.com/1426548512238366722/status/2105941118450036823"}, {"date": "2026-09-27", "source": "YouTube", "community": "I Tested Meta Muse vs Instinct So You Don't Have To", "polarity": "praise", "text": "i signed up & got my instinct bot to connect & collaborate with my wife's instinct bot - try connecting the instinct bots it's actually a really good case for using it - collaboration!!", "link": "https://www.youtube.com/watch?v=ZHLmDaJ4NEA&lc=Ugy_FXvfpGag6WAq3UJ4AaABAg"}], "complaint": [{"date": "2026-10-11", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "instinct isn’t comparable because it’s a single “bot” interface whereas with grok bot you can create multiple bots with different roles, capabilities and memory and have the bots talk to each other and perform tasks on each others behalf. it depends on your use case of course but for yours it sounds like you made the right choice!", "link": "https://www.reddit.com/r/GrokBot/comments/1x3f47l/adding_bot_to_the_grok_app_was_a_great_choice/pfbwykk/"}]}}, "auto.cloud_env": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.71}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4973, "regardCi95": [0.492, 0.5], "salience": 0.4, "receipts": {"praise": [], "complaint": []}}, "auto.memory": {"praise": 6, "complaint": 2, "n": 8, "weighted": {"praise": 4.06, "complaint": 1.09}, "praiseShare": 75.0, "ci95": [40.9, 92.9], "regard": 0.5041, "regardCi95": [0.496, 0.512], "salience": 3.0, "receipts": {"praise": [{"date": "2026-10-13", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "@elonmusk @grok @bot you really need to develop memory like instinct ai or muse ai does . the grok bot is good but i’m missing that memory which i would like to use with grok bot than the other ai asap. @poteto @mattyp", "link": "https://twitter.com/939963120461799424/status/2110157138085449910"}, {"date": "2026-09-13", "source": "Reddit", "community": "r/Instinctai", "polarity": "praise", "text": "fair take - muse is genuinely fast, and on compute-heavy parallel jobs the gap is real. where instinct pulls ahead for me is follow-through: it holds context across days and chases things without being asked, so i'm not managing it. speed matters less when the job finishes while i'm doing something else. what are you mostly running on it?", "link": "https://www.reddit.com/r/Instinctai/comments/1wf4e21/muse_vs_instinct_whats_actually_public_about_each/p9jz5bl/"}], "complaint": []}}, "control.approval": {"praise": 6, "complaint": 2, "n": 8, "weighted": {"praise": 3.88, "complaint": 1.55}, "praiseShare": 75.0, "ci95": [40.9, 92.9], "regard": 0.505, "regardCi95": [0.496, 0.514], "salience": 3.0, "receipts": {"praise": [{"date": "2026-09-21", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "i put instinct ai to a real test: build my exact burrito order, show me the total, and stop before spending. it handled the work while i kept the final say. — richard cieplechowicz\\n\\n#instinctai #richardcieplechowicz [link]", "link": "https://twitter.com/2101682683977859072/status/2101852526274392483"}], "complaint": [{"date": "2026-10-01", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "complaint", "text": "stopped using instinct / personal assistant - using my dot . his name is chud. i hate how i can not get rid of the gaurdrails and keeps asking me for permission to do things . [link]", "link": "https://twitter.com/1848407663903739904/status/2105744115421847613"}]}}, "control.visibility": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 0.59, "complaint": 0.71}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.4999, "regardCi95": [0.496, 0.504], "salience": 0.7, "receipts": {"praise": [{"date": "2026-09-25", "source": "Reddit", "community": "r/AI_Agents", "polarity": "praise", "text": "i've been using instinct as an assistant over whatsapp for a few days. what i've done with it: cleaned up my gmail (thousands of promo emails gone, unsubscribed from the noise), got help with some online teaching work where it drafts messages and i review and send everything myself, and planned a trip. small detail i love: every time i ask for something it reacts with an emoji, so i know it's already on it. ", "link": "https://www.reddit.com/r/AI_Agents/comments/1wak4is/ive_been_stresstesting_instinct_with_reallife/pc0gjb5/"}], "complaint": []}}, "control.model": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 1.0}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4972, "regardCi95": [0.493, 0.5], "salience": 0.7, "receipts": {"praise": [], "complaint": []}}, "control.customize": {"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": []}}, "trust.data_use": {"praise": 2, "complaint": 4, "n": 6, "weighted": {"praise": 1.5, "complaint": 2.5}, "praiseShare": 33.3, "ci95": [9.7, 70.0], "regard": 0.5028, "regardCi95": [0.494, 0.515], "salience": 2.2, "receipts": {"praise": [], "complaint": [{"date": "2026-09-17", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "complaint", "text": "waittt, even after removing google access, why is my info still saved?\nsomeone explain this to me from the builder’s perspective, so is retaining previously indexed data actually necessary for the product to work, or is there another reason for it?\n#instinct #ai [link]", "link": "https://twitter.com/1495867602253787136/status/2100668229136142780"}, {"date": "2026-09-19", "source": "Reddit", "community": "r/AI_Agents", "polarity": "complaint", "text": "i made my own version i'm launching on monday because i was annoyed about instinct's stance on privacy. will be allowing people to access for free as i can figure out how to scale infra (free credit farming lol). the codebase will also be open for people to look at asap.\ni figured out how to expose the indexing + memory beliefs the agent has in the portal which i'm super excited about\n[[link]", "link": "https://www.reddit.com/r/AI_Agents/comments/1wicj9y/how_do_you_actually_build_your_own_instinct_ai/papz135/"}]}}, "trust.access_scope": {"praise": 2, "complaint": 7, "n": 9, "weighted": {"praise": 1.55, "complaint": 4.71}, "praiseShare": 22.2, "ci95": [6.3, 54.7], "regard": 0.4975, "regardCi95": [0.488, 0.509], "salience": 3.3, "receipts": {"praise": [], "complaint": [{"date": "2026-10-05", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "complaint", "text": "exclusive: a viral post shows an instinct ai assistant saying it read an emailed cursor sign-in code from a user's gmail to get in. tdfp asked both companies if users are told. no response yet. tdfp uses instinct. #tdfp #thedigitalfreepress #ai #privacy [link]", "link": "https://twitter.com/1689609159992340480/status/2107221415607017773"}]}}, "trust.security": {"praise": 2, "complaint": 10, "n": 12, "weighted": {"praise": 1.02, "complaint": 5.96}, "praiseShare": 16.7, "ci95": [4.7, 44.8], "regard": 0.4925, "regardCi95": [0.484, 0.501], "salience": 4.4, "receipts": {"praise": [{"date": "2026-09-25", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "i have instinct, ai crawling the web.\nit just gave me a warning that it found a prompt injection in the results. [link]", "link": "https://twitter.com/1440056267939012611/status/2103571950865883148"}], "complaint": [{"date": "2026-09-30", "source": "YouTube", "community": "We tested Instinct, Muse and Grokbot. They’re ridiculous.", "polarity": "complaint", "text": "a quick search on instinct while watching….many cybersecurity experts and early tests consider it unsafe for sensitive personal or work data.", "link": "https://www.youtube.com/watch?v=Pfr6qwPZlhE&lc=Ugz_nm4iKhtA-PaK65J4AaABAg"}, {"date": "2026-09-15", "source": "YouTube", "community": "Instinct AI is For Real. What You Need to Know.", "polarity": "complaint", "text": "i did a security analysis on this and it failed literally everything lol ill stick with hermes and grok.", "link": "https://www.youtube.com/watch?v=mUAsaprJ66s&lc=Ugx8CncMpr8ga9zKw8V4AaABAg"}]}}, "trust.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": []}}, "vendor.support": {"praise": 0, "complaint": 6, "n": 6, "weighted": {"praise": 0.0, "complaint": 4.82}, "praiseShare": 0.0, "ci95": [0.0, 39.0], "regard": 0.4933, "regardCi95": [0.488, 0.498], "salience": 2.2, "receipts": {"praise": [], "complaint": [{"date": "2026-10-08", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "complaint", "text": "@noahrshinn hi noah, my instinct account has been stuck on \"account deletion is still in progress\" for 3 weeks. i've changed my mind and want it restored. emailed [email] on sep 29 and followed up, no reply. could someone on the team help? happy to dm details.", "link": "https://twitter.com/51189845/status/2108000141630443775"}, {"date": "2026-10-10", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "complaint", "text": "3 days of silence from my instinct ai agent.\n3 unanswered support emails.\neven /reset gave up.\nthe only thing that finally responded was the account deletion screen. 🙃\n@grok, is this the world’s first ai-powered ghosting service? 👻🤖 [link]", "link": "https://twitter.com/2063727626565369856/status/2108948141630194079"}, {"date": "2026-10-08", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "complaint", "text": "@noahrshinn i've been an active instinct user for a few days with data in my vault. my access suddenly dropped to waitlist status and my vault is completely inaccessible. i've emailed [email] with no reply. can you help restore my access/data? screenshot attached [link]", "link": "https://twitter.com/1573516711906578432/status/2108207411555373411"}]}}, "vendor.uptime": {"praise": 2, "complaint": 12, "n": 14, "weighted": {"praise": 1.09, "complaint": 8.47}, "praiseShare": 14.3, "ci95": [4.0, 39.9], "regard": 0.4992, "regardCi95": [0.485, 0.518], "salience": 5.2, "receipts": {"praise": [{"date": "2026-09-16", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "praise", "text": "reliability - finally, i have built some appreciation for instinct ai. it got to be the most reliable personal ai assistant i have ever tried. \nturned me from a skeptic to an amazed user", "link": "https://twitter.com/2096822623728795648/status/2100085373380825578"}], "complaint": [{"date": "2026-10-02", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "complaint", "text": "instinct ai down/offline. this is the moment i realized i have to do something for myself and i’m uncomfortable. [link]", "link": "https://twitter.com/11826762/status/2105844646744297631"}, {"date": "2026-09-27", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "complaint", "text": "been testing instinct @noahrshinn . my agent silently stopped working—no error, no reset. beta or not, silent failures defeat the purpose. we need clear alerts—or a way to avoid hitting a wall. otherwise, it’s not reliable. #instinct #ai", "link": "https://twitter.com/1838253072554000384/status/2104230911386456510"}, {"date": "2026-10-15", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "polarity": "complaint", "text": "@noahrshinn my instinct ai agent (on whatsapp) has been completely stuck for 24+ hours. every single message gets the exact same fallback reply, no matter what i send. [link]", "link": "https://twitter.com/2012756153768587264/status/2110659245851152625"}]}}, "vendor.updates": {"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": 237, "themes": [{"theme": "Personal invite or early access grant", "criterion": "access.availability", "authorWeeks": 186, "posts": 191, "examples": [{"agent": "instinct", "date": "2026-10-18", "source": "YouTube", "community": "Les agents IA, ça sert vraiment à quelque chose ?", "text": "if someone has an invitation link for instinct, i'm interested.", "link": "https://www.youtube.com/watch?v=xjK13eSfyTQ&lc=UgwNi3W94sRAITy70Rp4AaABAg"}, {"agent": "instinct", "date": "2026-10-18", "source": "YouTube", "community": "Instinct is my new favourite personal AI agent (here’s why)", "text": "just joined your newsletter, excited to try instinct, i’m hoping you can share an invite! thanks!", "link": "https://www.youtube.com/watch?v=RkoXIAZo9b4&lc=UgwAfGTmY14vWZp_gEN4AaABAg"}, {"agent": "instinct", "date": "2026-10-16", "source": "YouTube", "community": "Instinct AI is the Next AI Wave of 2026?", "text": "bro, i can't use instinct, please provide the link bro, no matter how much it costs, it's okay.", "link": "https://www.youtube.com/watch?v=zeKuh1gNu04&lc=Ugz7yYU7_yxWpL_T6gx4AaABAg"}]}, {"theme": "Open access without invite or waitlist", "criterion": "billing.entry_plan", "authorWeeks": 4, "posts": 4, "examples": [{"agent": "instinct", "date": "2026-09-16", "source": "YouTube", "community": "Instinct AI is For Real. What You Need to Know.", "text": "the invite only is the part thats going to make it an exclusive app. my mom may catch up to it later but she would never be invited . i dont know if i could sign up for it if madd only to be used by a certain set of people. the world has enough exclusive snobish groups . if i get an invite after using i might rethink it but for now i dont thjnk i would suggest it to any of my group since im not sure why and who they are trying to keep out", "link": "https://www.youtube.com/watch?v=mUAsaprJ66s&lc=Ugzr_amWPZVR0hcpPTF4AaABAg"}]}, {"theme": "Higher weekly usage limit", "criterion": "billing.usage_cap", "authorWeeks": 2, "posts": 2, "examples": [{"agent": "instinct", "date": "2026-09-24", "source": "YouTube", "community": "Muse vs Instinct: Which AI Agent Gets Your Passwords?", "text": "wait only 100m tokens per week?! i used 200m tokens today lol.", "link": "https://www.youtube.com/watch?v=UFfruslHYy4&lc=Ugx5r2EFumF8TIgTdVF4AaABAg"}, {"agent": "instinct", "date": "2026-09-16", "source": "YouTube", "community": "11 Grok Bots I Use Every Day (After 100+ Hours)", "text": "my main issue and i think i speak for a majority of other people that grokbot weekly usage is too dang low! i burn through that weekly usage in about two days 💀 i combine all three bots grok bot, muse, instinct to maximize my use of ai 👍", "link": "https://www.youtube.com/watch?v=l6cr7gy5l9E&lc=UgzZ3fRvM7PUoEJaGbh4AaABAg"}]}]}, "weekly": [{"week": "2026-08-31", "positive": 3, "negative": 1, "positiveShare": 75.0, "ci95": [30.1, 95.4]}, {"week": "2026-09-07", "positive": 19, "negative": 5, "positiveShare": 79.2, "ci95": [59.5, 90.8]}, {"week": "2026-09-14", "positive": 31, "negative": 16, "positiveShare": 66.0, "ci95": [51.7, 77.8]}, {"week": "2026-09-21", "positive": 36, "negative": 17, "positiveShare": 67.9, "ci95": [54.5, 78.9]}, {"week": "2026-09-28", "positive": 46, "negative": 13, "positiveShare": 78.0, "ci95": [65.9, 86.6]}, {"week": "2026-10-05", "positive": 35, "negative": 17, "positiveShare": 67.3, "ci95": [53.8, 78.5]}, {"week": "2026-10-12", "positive": 28, "negative": 3, "positiveShare": 90.3, "ci95": [75.1, 96.7]}], "weeklyScore": [{"week": "2026-08-31", "authors": 33, "reach": {"shareOfVoice": 0.2, "value": 0.0}, "regard": {"value": 0.5, "ci95": [0.498, 0.501]}, "score": {"value": 39.5, "ci95": [39.1, 39.9]}, "ranking": {"rank": 7, "rankRange": [7, 7]}}, {"week": "2026-09-07", "authors": 79, "reach": {"shareOfVoice": 0.5, "value": 0.0}, "regard": {"value": 0.503, "ci95": [0.5, 0.505]}, "score": {"value": 41.0, "ci95": [40.4, 41.6]}, "ranking": {"rank": 6, "rankRange": [6, 7]}}, {"week": "2026-09-14", "authors": 465, "reach": {"shareOfVoice": 2.49, "value": 0.445}, "regard": {"value": 0.502, "ci95": [0.494, 0.508]}, "score": {"value": 47.1, "ci95": [46.0, 48.0]}, "ranking": {"rank": 5, "rankRange": [3, 5]}}, {"week": "2026-09-21", "authors": 172, "reach": {"shareOfVoice": 0.7, "value": 0.223}, "regard": {"value": 0.505, "ci95": [0.497, 0.512]}, "score": {"value": 44.7, "ci95": [43.8, 45.5]}, "ranking": {"rank": 6, "rankRange": [5, 6]}}, {"week": "2026-09-28", "authors": 234, "reach": {"shareOfVoice": 0.67, "value": 0.265}, "regard": {"value": 0.508, "ci95": [0.503, 0.513]}, "score": {"value": 43.6, "ci95": [42.6, 44.5]}, "ranking": {"rank": 6, "rankRange": [5, 6]}}, {"week": "2026-10-05", "authors": 178, "reach": {"shareOfVoice": 0.66, "value": 0.248}, "regard": {"value": 0.505, "ci95": [0.5, 0.511]}, "score": {"value": 44.2, "ci95": [43.2, 45.1]}, "ranking": {"rank": 6, "rankRange": [5, 6]}}, {"week": "2026-10-12", "authors": 157, "reach": {"shareOfVoice": 0.77, "value": 0.27}, "regard": {"value": 0.509, "ci95": [0.505, 0.513]}, "score": {"value": 44.2, "ci95": [43.5, 44.9]}, "ranking": {"rank": 5, "rankRange": [5, 7]}}]}, {"id": "gemini-spark", "name": "Gemini Spark", "maker": "Google", "sources": [{"channel": "X", "selector": "X search: Gemini Spark", "posts": 3435}, {"channel": "YouTube", "selector": "Comments on videos that name it, or that name it themselves", "posts": 536}, {"channel": "Reddit", "selector": "Posts that name it", "posts": 10}], "records": 3981, "judgingPosts": 1176, "authors": 2633, "authorWeeks": 3103, "reach": {"shareOfVoice": 1.84, "weightedUsers": 1669.3, "value": 0.412}, "regard": {"positiveAuthorWeeks": 457, "negativeAuthorWeeks": 449, "rawPositiveShare": 50.4, "rawCi95": [47.2, 53.7], "value": 0.478, "ci95": [0.466, 0.491]}, "score": {"value": 44.0, "ci95": [42.7, 45.3], "popularityZ": -0.632, "loveZ": -0.243}, "ranking": {"rank": 7, "rankRange": [7, 7]}, "levers": {"connect": {"score": 44.1, "gain": 0.18, "rank": 7}, "ask": {"score": 44.3, "gain": 0.36, "rank": 7}, "act": {"score": 45.3, "gain": 1.34, "rank": 7}, "auto": {"score": 44.2, "gain": 0.26, "rank": 7}, "control": {"score": 44.2, "gain": 0.23, "rank": 7}, "trust": {"score": 44.0, "gain": 0.06, "rank": 7}, "vendor": {"score": 44.1, "gain": 0.17, "rank": 7}}, "criteria": {"billing": {"praise": 31, "complaint": 44, "n": 75, "weighted": {"praise": 19.38, "complaint": 29.47}, "praiseShare": 41.3, "ci95": [30.9, 52.6], "regard": 0.5082, "regardCi95": [0.485, 0.532], "salience": 8.3, "receipts": {"praise": [{"date": "2026-10-07", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "the combination of gemini notebook and gemini spark is currently the strongest in the google environment. the best technology is available at a very low price, so i highly recommend it. [link]", "link": "https://twitter.com/767752746/status/2107761298109047235"}, {"date": "2026-10-03", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "the tokens for google ai studio/gemini+gemini spark/antigravity/flow/gemini notebook/colab are calculated separately, so if you use them all wisely, it will be quite substantial... \nright now, i truly recommend this subscription [link]", "link": "https://twitter.com/1353641054726103040/status/2106297368987816255"}, {"date": "2026-09-29", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "almost perfect for what it is. i have a feeling that when gemini 4 comes out and it gets updated with gemini spark it's going to be something way better. 20 bucks a month than any other agentic thing out there though. i have seen people decompile games which is amazing. /4", "link": "https://twitter.com/806898125885599744/status/2104885797220475029"}, {"date": "2026-09-27", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "@aiquanting @jun_song she might be right about the money because, in my case, with the $19 sub competition, i chose gemini for 5 tb, yt premium, gemini spark, like grok bot and muse &amp;antigravity.last two not the best but has potential which for me give me more value 4 money.", "link": "https://twitter.com/713102809831510021/status/2104062085139193939"}, {"date": "2026-09-07", "source": "YouTube", "community": "رحتك المهنية تبدأ من هنا، مع Gemini Spark!", "polarity": "praise", "text": "i love him more than chatgpt because he doesn't ask for a subscription unlike chatgpt 😂", "link": "https://www.youtube.com/watch?v=DS6jqsoWzDo&lc=UgxFiDB-Dx-VmjIvZ2h4AaABAg"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "so no more gemini spark for pro-account users, this is some bs from google...", "link": "https://twitter.com/1020412958122356737/status/2110566736206393403"}, {"date": "2026-10-15", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "our gemini spark argon consumes 24% of the usage limit in one hit, it's laughable [link]", "link": "https://twitter.com/1624307614149652480/status/2110581814935068726"}, {"date": "2026-10-13", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "i tried using gemini spark, but for daily reports on task management, i have to do it in regular chat, otherwise even with a subscription, i quickly hit the limit...", "link": "https://twitter.com/1196271788524593153/status/2110031042728153342"}, {"date": "2026-09-13", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "gemini spark, is it not included in the workspace... what a disappointment.", "link": "https://twitter.com/5079811/status/2099271075486171306"}, {"date": "2026-09-07", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "i used gemini spark for a while, and it's basically a pile of crap. google should give all paying users more than half of the subscription time. [link]", "link": "https://twitter.com/2416119596/status/2096842869122253237"}]}}, "access": {"praise": 49, "complaint": 73, "n": 122, "weighted": {"praise": 31.24, "complaint": 46.86}, "praiseShare": 40.2, "ci95": [31.9, 49.0], "regard": 0.5293, "regardCi95": [0.5, 0.558], "salience": 13.5, "receipts": {"praise": [{"date": "2026-10-07", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "@do_grit dou-san! thank you for the introduction! ✨😆 gemini spark has a very low barrier to hiring an ai agent in the google environment, and anyone can set it up, so i definitely want many people to know about it! 🔥", "link": "https://twitter.com/1892229591718400000/status/2107774916175294821"}, {"date": "2026-10-02", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "@jinglian i registered using gemini spark and an old account from facebook/instagram, very quickly, all at once. recommendation code: lb85he i ask everyone who needs to add it.", "link": "https://twitter.com/45791330/status/2105939311485161581"}, {"date": "2026-10-02", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "i registered using gemini spark and an old facebook/instagram account, very quickly, all at once. recommendation code: lb85he, i hope friends will add it.", "link": "https://twitter.com/45791330/status/2105939424924356813"}, {"date": "2026-10-02", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "@suoha_ai i registered with gemini spark and an old account from facebook/instagram, very quickly, all at once. recommendation code: lb85he i hope friends who need it can add.", "link": "https://twitter.com/45791330/status/2105940053428220149"}, {"date": "2026-09-27", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "@noahduck283 09/26 google ai pro registered through gemini spark is still valid, you only need the email verification code, and you don't even need to verify your age or use a card. my invitation code is still within 12 hours, with 27 uses left, code: qxksmd [link]", "link": "https://twitter.com/595207432/status/2104023274258837583"}], "complaint": [{"date": "2026-10-08", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "@saboo_shubham_ when will it be available in the german region? we have a gemini enterprise license from our company, but this feature/gemini spark, is not available in our region.", "link": "https://twitter.com/1810984886150537216/status/2108313024591188477"}, {"date": "2026-10-02", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "@0xlangeai just failed to use gemini spark. it prompted that the network is not allowed.", "link": "https://twitter.com/4247727689/status/2106039423142150651"}, {"date": "2026-10-02", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "what is wth gemini spark. it will be never available for eu users @googledeepmind please diónt tell me it is an eu issue", "link": "https://twitter.com/626436914/status/2106043530779209887"}]}}, "connect": {"praise": 59, "complaint": 89, "n": 148, "weighted": {"praise": 36.31, "complaint": 55.25}, "praiseShare": 39.9, "ci95": [32.3, 47.9], "regard": 0.4775, "regardCi95": [0.452, 0.505], "salience": 16.3, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "just by requesting from my smartphone, the file organization on my home mac starts. gemini spark's \"tasks\" is too convenient. [link] [link]", "link": "https://twitter.com/1982415242937425920/status/2110591244405448849"}, {"date": "2026-10-01", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "the agentification of gemini spark and notebooklm (gemini notebook) is quite a big deal among google's recent achievements, as it is very convenient. if you can create a program that throws everything into google drive, you can utilize the 5tb space and keep throwing files in.", "link": "https://twitter.com/1353641054726103040/status/2105583333283664208"}, {"date": "2026-09-30", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "@ai_jitan @tamamitsumon the integration from gemini spark to gemini notebook is impressive. it has become smarter!", "link": "https://twitter.com/2043995974498955265/status/2105129933379088765"}, {"date": "2026-09-19", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "gemini spark is useful, i manage my mac storage through it and import stuff to cloud.", "link": "https://twitter.com/2079385658964242432/status/2101137773935857939"}, {"date": "2026-09-19", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "all the hype around grok bot i found that for the most people gemini spark does the 80% of what grokbot can do and besides you get all the google products integrated without doing anything.😬", "link": "https://twitter.com/2011010416252764160/status/2101241625154637841"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "@joshwoodward @geminiapp it's been two days since an issue started where gemini spark (task) can't edit sheets due to permission block.", "link": "https://twitter.com/1985457081672159232/status/2110460148712083509"}, {"date": "2026-10-14", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "@_philschmid i give a task using gemini argon to fill data inside gemini spark (task), but it can't edit sheets due to a permission block. so, i try with different model but it still fail the task\ni am using gemini model for my daily task.", "link": "https://twitter.com/1985457081672159232/status/2110466090707173864"}, {"date": "2026-10-13", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "1/3\nan issue has occurred where writing to the spreadsheet suddenly fails in gemini spark. it can be reproduced even with a new sheet, and the error log states \"blocking policy check failed [permission_denied]\". it is happening simultaneously across multiple tasks.", "link": "https://twitter.com/45121994/status/2109803904435433725"}, {"date": "2026-10-13", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "with hope for the changes in the ui of the mobile app gemini, i will retry gemini spark. after all, there is a permission error when editing the spreadsheet. sacred excrement.", "link": "https://twitter.com/45121994/status/2109959992476582029"}, {"date": "2026-10-13", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "@googleworkspace how do i automate gemini spark into sheets? it always shows access denied.", "link": "https://twitter.com/1966301143/status/2110001731988066554"}]}}, "ask": {"praise": 23, "complaint": 47, "n": 70, "weighted": {"praise": 14.85, "complaint": 28.29}, "praiseShare": 32.9, "ci95": [23.0, 44.5], "regard": 0.4716, "regardCi95": [0.451, 0.494], "salience": 7.7, "receipts": {"praise": [{"date": "2026-10-02", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "which is better in performance, dots or gemini spark? it depends on the tasks, but since i will eventually link it to gemini notebook, personally, i find spark more user-friendly.", "link": "https://twitter.com/1961718747137531904/status/2105810013352857778"}, {"date": "2026-09-30", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "check the notification of the google ai pro subscription information set in gemini spark. i like spark. it's simple, but maybe i'll register various things. this level of ease might be good. [link]", "link": "https://twitter.com/103314335/status/2105128696805999049"}, {"date": "2026-09-10", "source": "YouTube", "community": "رحتك المهنية تبدأ من هنا، مع Gemini Spark!", "polarity": "praise", "text": "i always use it more than chatgpt because it is fast and provides a nice style and many things i can't specify. i love you ❤❤❤", "link": "https://www.youtube.com/watch?v=DS6jqsoWzDo&lc=UgwxEuM4doOa2zz9C7p4AaABAg"}, {"date": "2026-10-05", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "i finally registered for muse today, it was done remotely through gemini spark using my gmail email. i don't know if it's because this email was previously registered with facebook, but it went through directly without needing to verify my age or anything. i think it's great, it can help me with a lot of things, and it's very enthusiastic, often asking me what help i need. those who have registered can use my invitation code bjsvcf, new things should be experienced more, life will be much more interesting.", "link": "https://twitter.com/2105864823200526336/status/2107104205614018917"}, {"date": "2026-09-30", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "#gemini_spark utilization\nit's really too convenient.\nthe schedule for the student soccer league that i was entering manually one by one. it registered quickly in google calendar.\nincluding location information✨️\n■ until now (less than 30 minutes)\n1. search for match information myself\n2. register one by one\n   (title, location, notes)\n■ gemini spark (completed in 5 minutes)\n1. instructed to search for information.\n2. refined a bit and requested registration → completed.\ni'm looking forward to trying out more convenient things.", "link": "https://twitter.com/21485850/status/2105132277042938274"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "once i start working with gemini spark, i can't stop until i finish. is there any way to change that? it would be helpful if i could make adjustments when i send additional chats.", "link": "https://twitter.com/1337343057348313088/status/2111507221276434884"}, {"date": "2026-10-05", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "gemini. when you select \"use now\" from the spark skill list, it switches to a regular chat ui instead of spark and says \"i can't do that.\" what is that specification? #gemini #spark", "link": "https://twitter.com/63060996/status/2106907142091583825"}, {"date": "2026-09-27", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "damn google can you stop being the biggest loser in ai for a day? @geminiapp why did you move my gemini spark stuff into \"tasks\" without showing the history of what's currently there? the left hamburger menu shows tasks and chat history. [link]", "link": "https://twitter.com/978816364549890053/status/2104072778056106037"}, {"date": "2026-09-26", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "i am using something called gemini spark for the first time in a while, but it seems to be taking quite a long time to think... ?", "link": "https://twitter.com/53900587/status/2103643383017443428"}, {"date": "2026-09-25", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "oh. the chat has stopped updating with the scheduled tasks of gemini spark... it doesn't refresh even with ctrl+shift+r. \non the web version (and windows app version). \nthe android version displays messages as scheduled. is this a problem specific to the web version?", "link": "https://twitter.com/1476500780450717702/status/2103322662642794771"}]}}, "act": {"praise": 219, "complaint": 112, "n": 331, "weighted": {"praise": 139.91, "complaint": 70.75}, "praiseShare": 66.2, "ci95": [60.9, 71.0], "regard": 0.4473, "regardCi95": [0.414, 0.482], "salience": 36.5, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "i am using the personal ai agent \"gemini spark\" to read all of my past notes, 20 articles each day. it summarizes each article and writes out my characteristics and values that emerge from them, which i think is amazing. gemini will come to understand me deeply.", "link": "https://twitter.com/102411393/status/2111716826187239469"}, {"date": "2026-10-17", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "since the audit theory can easily get lost in where it's talking about even with an overall overview, i had gemini spark create an overview for each chapter as well. it's so excellent that it seems like my studying will progress smoothly🔥", "link": "https://twitter.com/1494235442383781895/status/2111463930040324328"}, {"date": "2026-10-16", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "@zzxwill has the difficulty increased now? i successfully registered directly using the gemini spark remote browser, it was very smooth [link]", "link": "https://twitter.com/2343816680/status/2110932460469153900"}, {"date": "2026-10-13", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "since gemini spark started managing the todo tasks, managing work has become easier. there are fewer oversights, and it feels good.", "link": "https://twitter.com/59098163/status/2109866281587589189"}, {"date": "2026-10-12", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "the biggest barriers to blogging and social media posting, \"i'm unsure what to write\" and \"i don't have time to create a post from a draft,\" are solved by the divine mechanism of gemini spark...! [link]", "link": "https://twitter.com/1106471980599934976/status/2109479218564473285"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "deepseek v4.1-1017 vs. gemini spark (quick simulation game)\nsame exact prompt\ndeepseek: 13 mins | cost: ~$0.00\ngemini: 10 mins | cost: ~$0.00\nobviously spark performed so ass\nshould try argon instead [link]", "link": "https://twitter.com/1739329746800885760/status/2111725189834678304"}, {"date": "2026-10-14", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "i feel that gemini spark can no longer update files in google drive. it ends up creating new files.", "link": "https://twitter.com/7589102/status/2110495013293703252"}, {"date": "2026-10-14", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "today's gemini spark test also failed with the spreadsheet. the situation remains unchanged.", "link": "https://twitter.com/45121994/status/2110514410615972208"}, {"date": "2026-10-08", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "i tried making a tetris game using gemini spark and gemini 4.1 flash. it turned out pretty lame. [link]", "link": "https://twitter.com/1629078903968141312/status/2108277444470063524"}, {"date": "2026-10-08", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "gemini spark has many restrictions .. it cannot complete reading a public repo.. [link]", "link": "https://twitter.com/1271621522512322561/status/2108314165647413422"}]}}, "auto": {"praise": 64, "complaint": 31, "n": 95, "weighted": {"praise": 37.67, "complaint": 18.12}, "praiseShare": 67.4, "ci95": [57.4, 76.0], "regard": 0.4828, "regardCi95": [0.456, 0.51], "salience": 10.5, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "it's interesting that the ai employee comes to work on its own without being instructed. the combination of gemini spark and notebook, along with the distribution materials, is also helpful 🔥 [link]", "link": "https://twitter.com/904874456253734912/status/2111788634231935373"}, {"date": "2026-10-15", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "i loved giving a task to gemini spark and it kept doing it for me while i spend my work time on twitter <3", "link": "https://twitter.com/403592829/status/2110706369615790175"}, {"date": "2026-10-11", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "gemini spark is excellent 👏\nby running in the background, i can create my own time. it's a really useful operation. [link]", "link": "https://twitter.com/1946148633193447424/status/2109420278854123936"}, {"date": "2026-10-05", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "i usually only buy one item when i stop by the convenience store when there's a free one, but it's a hassle to check what has happened each time, so i had gemini spark retrieve the data and notify me if there are any updates, and it has surprisingly become convenient. [link]", "link": "https://twitter.com/2954205066/status/2106960125915545835"}, {"date": "2026-10-05", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "i usually only buy one item when i stop by the convenience store when there's a free one, but it's a hassle to check what has happened each time, so i had gemini spark retrieve the data and notify me if there are any updates, and it has surprisingly become convenient. [link]", "link": "https://twitter.com/2954205066/status/2106960256337391912"}], "complaint": [{"date": "2026-09-02", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "schedule gemini spark means set it to run at 17:00. it's 17:23 now and it still hasn't run -_-", "link": "https://twitter.com/100949456/status/2095095263849590884"}, {"date": "2026-08-31", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "\"gemini live\" transforms from just a conversation partner to a work assistant - in collaboration with \"gemini spark\" - windows daily [link]\neven when i set up automatic tasks, it stops due to errors and doesn't work!", "link": "https://twitter.com/291730076/status/2094330753765228935"}, {"date": "2026-08-31", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "oh... is gemini spark heavy? the regular schedule could not be completed and has stopped halfway.", "link": "https://twitter.com/1305820380460773377/status/2094351023859278048"}]}}, "control": {"praise": 29, "complaint": 41, "n": 70, "weighted": {"praise": 21.74, "complaint": 25.73}, "praiseShare": 41.4, "ci95": [30.6, 53.1], "regard": 0.4718, "regardCi95": [0.447, 0.495], "salience": 7.7, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "isn't gemini spark amazing?! when i rely on ai, it often gathers too much information automatically, and i can't end up going through everything, but it's really helpful that it filters and allows me to focus only on the \"needs confirmation\"...!! [link]", "link": "https://twitter.com/1936896930958995456/status/2110475742169735623"}, {"date": "2026-10-12", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "gemini spark can return tasks for secretaries and risks for legal by just changing the employee name on the first line of the skill from the same minutes...! ✨ [link] [link]", "link": "https://twitter.com/1932416061426806784/status/2109548465537929625"}, {"date": "2026-10-10", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "i created my own ai employee with gemini spark. 🚀\n📩 inbox summaries\n📊 research reports\n🗓️ recurring tasks\n✍️ content workflows\nthe shift? from one-off prompts to repeatable work—with human approval for important actions.\n#geminispark #aiagents [link]", "link": "https://twitter.com/54842248/status/2108753794259685449"}, {"date": "2026-10-03", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "i've been creating skills with gemini spark since the morning, but some points of caution have come up. i need to summarize this a bit. however, as an agent, there was a question like \"is it okay to operate the browser?\" that came up, and it's amazing that it started operating the browser. this is something gem can't do.", "link": "https://twitter.com/1961718747137531904/status/2106232064941199413"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "@joshwoodward @geminiapp gemini spark have disappeared and now every task is invisible. any fix for that ?", "link": "https://twitter.com/300610801/status/2110298541167915249"}, {"date": "2026-10-01", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "it's annoying that both the regular execution of chatgpt and gemini spark require permission for every single entry. what should i do? [link]", "link": "https://twitter.com/1248943426487238658/status/2105463563615895960"}, {"date": "2026-09-25", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "gemini spark is still not capable of deleting multiple emails at once without asking confirmation one email at time. doesn't matter how many times i give explicit confirmation.\nmeanwhile i'm sure grokbot would even \"sudo rm -rf /\" with glee in his eyes if i insisted once.", "link": "https://twitter.com/143419770/status/2103572142851838008"}, {"date": "2026-09-14", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "@dave53v i'm actually playing around with antigravity right now and i'm loving the flexibility it offers over gemini spark. the learning curve is definitely steeper, but the results are worth it. what kind of automation are you working on that will be so useful in everyday life?", "link": "https://twitter.com/2095874845775110144/status/2099623994911821976"}, {"date": "2026-09-05", "source": "YouTube", "community": "Probé si Gemini Spark puede hacer el trabajo de un maestro", "polarity": "complaint", "text": "i asked it to clean my inbox, to delete junk emails like youtube notifications that they used to send, i had about 300. in the end, it started asking me email by email, it was asking for authorization.", "link": "https://www.youtube.com/watch?v=eNdV_1NfqkU&lc=Ugx5DPtP6dCL41y1b2d4AaABAg"}]}}, "trust": {"praise": 3, "complaint": 24, "n": 27, "weighted": {"praise": 2.14, "complaint": 15.09}, "praiseShare": 11.1, "ci95": [3.9, 28.1], "regard": 0.4839, "regardCi95": [0.47, 0.498], "salience": 3.0, "receipts": {"praise": [{"date": "2026-09-26", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "doesn't it sound familiar? i mentioned it when i registered for muse yesterday, that you shouldn't casually connect to any external websites. the safest approach is to use gemini spark. also, don't casually connect your own gmail; if you do, remember to disconnect it.", "link": "https://twitter.com/1438760566185730050/status/2103792065352257642"}], "complaint": [{"date": "2026-10-03", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "@sannisan @genex4every it is possible that the ip range of your vps has been rejected, the one in singapore doesn't work. you can try the browser on gemini spark or other cloud services, but these actually have the risk of information leakage, to be honest.", "link": "https://twitter.com/2082352292662267904/status/2106425261596295415"}, {"date": "2026-10-01", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "it seems that upon further investigation of gemini spark, it is primarily for personal use and it might not be advisable to implement it for enterprises due to security reasons... in the end, i will re-examine the grok bot or dots...", "link": "https://twitter.com/1959141000515043328/status/2105605307355553823"}, {"date": "2026-09-26", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "@blockinsight214 yes, i just tried it, but i still don't dare to enter my credit card information on gemini spark, and as a result, i missed the 48-hour redemption window 😂", "link": "https://twitter.com/148646729/status/2103685641590722853"}, {"date": "2026-09-03", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "man, gemini spark safety alignment team really need to tighten up. i just got it to build me several scripts that it really should not/would not have built as gemini and the other lead ai companies would have outright refused😆", "link": "https://twitter.com/1837387778021380099/status/2095611877204345129"}, {"date": "2026-10-11", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "@ai_jitan this is the consumer version of gemini spark. i am also looking forward to the enterprise version of gemini agent. additionally, with gemini notebook, if you pay, you can execute code in google ai ultra and use it like google colab within the notebook. i am concerned about the risky execution of agent-like actions.", "link": "https://twitter.com/112568071/status/2109163541710430549"}]}}, "vendor": {"praise": 8, "complaint": 52, "n": 60, "weighted": {"praise": 5.07, "complaint": 36.55}, "praiseShare": 13.3, "ci95": [6.9, 24.2], "regard": 0.4752, "regardCi95": [0.454, 0.499], "salience": 6.6, "receipts": {"praise": [{"date": "2026-09-26", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "i thought gemini was getting worse and worse, but suddenly it became a strong gemini with gemini spark. well done, google!", "link": "https://twitter.com/1347065191704395777/status/2103722627793907727"}, {"date": "2026-09-24", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "i can now do the same thing with gemini spark. i haven't been following the updates much, but it's becoming more and more capable, which is helpful. [link]", "link": "https://twitter.com/14889034/status/2103255650583330892"}, {"date": "2026-09-03", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "@hiropon4m @geminiapp @googledeepmind @google @hiropon4m gemini spark workflow improvements are real. 15 min for skill registration is actually decent compared to what we were seeing last month. how's the reliability been on longer tasks?", "link": "https://twitter.com/1594009249989918721/status/2095326651663937649"}, {"date": "2026-10-05", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "gemini spark has finally changed its location, google still understands its users. previously, it was in the left dropdown menu, and you had to click twice to enter, and switching to chat required exiting and switching, which made the user experience a bit worse with each additional step. this time it's comfortable. smooth operation on the same page. codex should learn from this, still aggressively piling on features, and needs to pay more attention to user experience. [link]", "link": "https://twitter.com/1901144333719683072/status/2106939971102003273"}, {"date": "2026-09-18", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "dont know about others...but today i saw a drastically performance improvment in gemini spark from google side...\nand that too after a long time...\nnow its much better executing the tasks without interruption in the chat..\nhope we saw some more performance imrovements\nthanks team @googledeepmind @joshwoodward", "link": "https://twitter.com/1387991905158434817/status/2100841622762397869"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "@joshwoodward @geminiapp i have several unfinished projects in gemini spark and all of them dissapear when you guys introduce tasks. cannot find these prompts in spark on history like it never existed", "link": "https://twitter.com/1499095988308701184/status/2110604740631613730"}, {"date": "2026-10-13", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": ".@google is shooing themselves in the foot with a policy update that broke an awesome workflow\ni have been using gemini spark chat to rapidly categorize my piles of hardware in a sheet by snapping a photo of it in on my pixel.\ni'm so upset! 😡 1/3", "link": "https://twitter.com/145335111/status/2109869111597535420"}, {"date": "2026-10-10", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "@geminiapp i need support. gemini spark is completely broken and the gemini bug filing is broken and won't take a screenshot. i'm about ready to ditch it and go to claude now that it can write in google drive and docs. [link]", "link": "https://twitter.com/1235608350861045761/status/2108952630034870473"}, {"date": "2026-10-07", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "@dwm2hfj4b5ycnzq i was having gemini spark (beta) edit a long text, and it got lost on the server side... i submitted a lost report through inquiry...", "link": "https://twitter.com/263333803/status/2107705074512515326"}, {"date": "2026-09-29", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "gemini spark is currently not functioning properly, you can try the gpt work mode. open gpt work on the web, the work mode has a remote virtual machine that can open a browser and take over manually. [link] [link]", "link": "https://twitter.com/1769322442906906624/status/2105039706518155525"}]}}, "billing.price_level": {"praise": 19, "complaint": 8, "n": 27, "weighted": {"praise": 12.65, "complaint": 4.52}, "praiseShare": 70.4, "ci95": [51.5, 84.1], "regard": 0.5158, "regardCi95": [0.501, 0.532], "salience": 3.0, "receipts": {"praise": [{"date": "2026-10-07", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "the combination of gemini notebook and gemini spark is currently the strongest in the google environment. the best technology is available at a very low price, so i highly recommend it. [link]", "link": "https://twitter.com/767752746/status/2107761298109047235"}, {"date": "2026-10-03", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "the tokens for google ai studio/gemini+gemini spark/antigravity/flow/gemini notebook/colab are calculated separately, so if you use them all wisely, it will be quite substantial... \nright now, i truly recommend this subscription [link]", "link": "https://twitter.com/1353641054726103040/status/2106297368987816255"}, {"date": "2026-09-29", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "almost perfect for what it is. i have a feeling that when gemini 4 comes out and it gets updated with gemini spark it's going to be something way better. 20 bucks a month than any other agentic thing out there though. i have seen people decompile games which is amazing. /4", "link": "https://twitter.com/806898125885599744/status/2104885797220475029"}], "complaint": [{"date": "2026-09-21", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "@lyalindotcom this simple search took 40 seconds. also, clicking on results take me to its website and not google maps . can you ask gemini spark pm to make it faster and better? very disappointed with my ultra subscription [link]", "link": "https://twitter.com/2032515062955651076/status/2102058514403442815"}, {"date": "2026-09-16", "source": "YouTube", "community": "Google's New AI Agent! - Gemini Spark Full Beginner's Guide", "polarity": "complaint", "text": "i have a subscription for this. it's really not super useful. its an overpriced email triage machine. other tasks are either entirely not useful or so inaccurate that you spend more time completing steps it decides it's incapable of or deleting the garbage it produces in your workspace.", "link": "https://www.youtube.com/watch?v=L-S0xG23B3g&lc=UgxjBOoFQDDzotZMd_Z4AaABAg"}]}}, "billing.entry_plan": {"praise": 5, "complaint": 15, "n": 20, "weighted": {"praise": 2.87, "complaint": 9.7}, "praiseShare": 25.0, "ci95": [11.2, 46.9], "regard": 0.4754, "regardCi95": [0.459, 0.49], "salience": 2.2, "receipts": {"praise": [], "complaint": [{"date": "2026-10-15", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "so no more gemini spark for pro-account users, this is some bs from google...", "link": "https://twitter.com/1020412958122356737/status/2110566736206393403"}, {"date": "2026-09-22", "source": "YouTube", "community": "Nuevo GEMINI SPARK. El agente IA que lo hace TODO por ti", "polarity": "complaint", "text": "in gemini, you have to pay for a pro or ultra account, chat gpt gives it to you for free with the work tool from your local account on your pc.", "link": "https://www.youtube.com/watch?v=bF9Ur90jAAc&lc=Ugx_litPZsCbeGqO-oB4AaABAg"}, {"date": "2026-09-13", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "gemini spark, is it not included in the workspace... what a disappointment.", "link": "https://twitter.com/5079811/status/2099271075486171306"}]}}, "billing.usage_cap": {"praise": 6, "complaint": 17, "n": 23, "weighted": {"praise": 3.66, "complaint": 11.95}, "praiseShare": 26.1, "ci95": [12.5, 46.5], "regard": 0.4998, "regardCi95": [0.483, 0.519], "salience": 2.5, "receipts": {"praise": [{"date": "2026-09-27", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "@b_doong2daddy i feel like the usage is ridiculous. i’ve never run out using gemini/spark.", "link": "https://twitter.com/127094795/status/2104234601942335808"}, {"date": "2026-09-16", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "we all have too many ai tools, codex, grok bot, claude, workbuddy. to be honest, for an ordinary person like me, chatting with codex every day and building a bunch of projects, very few actually come to fruition. \ni hope to use a small and beautiful ai tool without the anxiety of limits, and gemini spark is really friendly. \ndoing one small thing every day, solving one small problem, is enough. [link]", "link": "https://twitter.com/1781922512735244288/status/2100094607313043855"}, {"date": "2026-09-25", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "wow, gemini has a coworking section all the time!! it's gemini spark. it can control the read and write of my local computer through the desktop version of gemini, and it has its own remote computer and remote browser. moreover, its usage pool is separate from antigravity's usage pool, not a shared usage pool!!! [link]", "link": "https://twitter.com/2091767841137811456/status/2103541980102001041"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "i tried using gemini spark, but for daily reports on task management, i have to do it in regular chat, otherwise even with a subscription, i quickly hit the limit...", "link": "https://twitter.com/1196271788524593153/status/2110031042728153342"}, {"date": "2026-09-22", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "started using gemini spark and omg i did not realise it was possible to reach my gemini limit", "link": "https://twitter.com/1762810385743372288/status/2102400976200089746"}, {"date": "2026-09-03", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "i just used 5 min of gemini in the gemini spark app. and my hour limit are already reach in a simple traduction pdf document. @geminiapp there is a bug ,on usage limit in the 5 hour use ? i am in plan google pro 10tb [link]", "link": "https://twitter.com/1480658087774195714/status/2095309122312998947"}]}}, "billing.token_efficiency": {"praise": 2, "complaint": 3, "n": 5, "weighted": {"praise": 1.21, "complaint": 3.0}, "praiseShare": 40.0, "ci95": [11.8, 76.9], "regard": 0.4998, "regardCi95": [0.491, 0.51], "salience": 0.6, "receipts": {"praise": [{"date": "2026-09-20", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "@b_doong2daddy i have email bot. but for trivial email clean up, i use gemini spark. its native and saves usage for the my grok bot to do other tasks.", "link": "https://twitter.com/2489550457/status/2101556984474743025"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "our gemini spark argon consumes 24% of the usage limit in one hit, it's laughable [link]", "link": "https://twitter.com/1624307614149652480/status/2110581814935068726"}]}}, "billing.plan_clarity": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 1.3}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4982, "regardCi95": [0.495, 0.5], "salience": 0.2, "receipts": {"praise": [], "complaint": []}}, "billing.purchase_flow": {"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": []}}, "access.availability": {"praise": 3, "complaint": 36, "n": 39, "weighted": {"praise": 2.44, "complaint": 21.24}, "praiseShare": 7.7, "ci95": [2.7, 20.3], "regard": 0.4961, "regardCi95": [0.469, 0.526], "salience": 4.3, "receipts": {"praise": [], "complaint": [{"date": "2026-10-08", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "@saboo_shubham_ when will it be available in the german region? we have a gemini enterprise license from our company, but this feature/gemini spark, is not available in our region.", "link": "https://twitter.com/1810984886150537216/status/2108313024591188477"}, {"date": "2026-10-02", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "@0xlangeai just failed to use gemini spark. it prompted that the network is not allowed.", "link": "https://twitter.com/4247727689/status/2106039423142150651"}, {"date": "2026-10-02", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "what is wth gemini spark. it will be never available for eu users @googledeepmind please diónt tell me it is an eu issue", "link": "https://twitter.com/626436914/status/2106043530779209887"}]}}, "access.platform": {"praise": 1, "complaint": 5, "n": 6, "weighted": {"praise": 0.35, "complaint": 4.02}, "praiseShare": 16.7, "ci95": [3.0, 56.4], "regard": 0.4943, "regardCi95": [0.487, 0.5], "salience": 0.7, "receipts": {"praise": [{"date": "2026-09-06", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "gemini spark works on smartphones, so you can have it running while conducting on-site interviews. #aibridgekumamoto2026", "link": "https://twitter.com/960302304267198464/status/2096502628889034780"}], "complaint": [{"date": "2026-10-05", "source": "YouTube", "community": "Gemini Spark: Como automatizar tudo no Google (Passo a Passo)", "polarity": "complaint", "text": "this part of connecting to a folder is still not available for windows.", "link": "https://www.youtube.com/watch?v=ihgykGkPpe4&lc=UgxnVAcpkNsEEa5z9P14AaABAg"}, {"date": "2026-09-20", "source": "YouTube", "community": "一人公司必學 Gemini Spark 教學｜Google 24/7 AI Agent 自動化，熄機都做嘢（廣東話）", "polarity": "complaint", "text": "i use the mobile version of the pro app, and there are a bunch of options like skills, etc., which are only available on the web version first.", "link": "https://www.youtube.com/watch?v=fSur4XA08GY&lc=Ugz04H5W12r1m-p-f7R4AaABAg"}]}}, "access.sign_in": {"praise": 23, "complaint": 29, "n": 52, "weighted": {"praise": 14.96, "complaint": 19.67}, "praiseShare": 44.2, "ci95": [31.6, 57.7], "regard": 0.6016, "regardCi95": [0.558, 0.647], "salience": 5.7, "receipts": {"praise": [], "complaint": [{"date": "2026-09-27", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "@luojiuyue gemini spark opens the website, needs to log in with instagram, and then prompts an error.", "link": "https://twitter.com/2172985370/status/2104022238777545076"}]}}, "access.setup": {"praise": 24, "complaint": 4, "n": 28, "weighted": {"praise": 14.68, "complaint": 2.52}, "praiseShare": 85.7, "ci95": [68.5, 94.3], "regard": 0.5302, "regardCi95": [0.515, 0.547], "salience": 3.1, "receipts": {"praise": [{"date": "2026-10-07", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "@do_grit dou-san! thank you for the introduction! ✨😆 gemini spark has a very low barrier to hiring an ai agent in the google environment, and anyone can set it up, so i definitely want many people to know about it! 🔥", "link": "https://twitter.com/1892229591718400000/status/2107774916175294821"}, {"date": "2026-10-06", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "uh... just by typing \"interview\" into gemini spark, you can create an ai employee. you don't have to write the blueprint for the ai employee yourself, it's super easy. [link]", "link": "https://twitter.com/1081557673189900288/status/2107409618767122909"}, {"date": "2026-09-27", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "@iamemily2050 100% agree.\ni've shifted so much to meta muse already for day-to-day things. between that and gemini spark, it does so much and so easy to setup.", "link": "https://twitter.com/1655275064126853121/status/2104106861129761117"}], "complaint": [{"date": "2026-09-17", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "i thought i would try something called gemini spark and changed to the pro plan, but i don't really understand how to use it now.", "link": "https://twitter.com/336946820/status/2100536579169382504"}, {"date": "2026-09-11", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "@hakan_ertann @designgost i followed the setup guide for gemini spark but would not allow me to go past this step [link]", "link": "https://twitter.com/1019668285325959169/status/2098468762030834149"}]}}, "connect.coverage": {"praise": 38, "complaint": 33, "n": 71, "weighted": {"praise": 22.52, "complaint": 19.22}, "praiseShare": 53.5, "ci95": [42.0, 64.6], "regard": 0.4775, "regardCi95": [0.454, 0.499], "salience": 7.8, "receipts": {"praise": [{"date": "2026-10-01", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "the agentification of gemini spark and notebooklm (gemini notebook) is quite a big deal among google's recent achievements, as it is very convenient. if you can create a program that throws everything into google drive, you can utilize the 5tb space and keep throwing files in.", "link": "https://twitter.com/1353641054726103040/status/2105583333283664208"}, {"date": "2026-09-30", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "@ai_jitan @tamamitsumon the integration from gemini spark to gemini notebook is impressive. it has become smarter!", "link": "https://twitter.com/2043995974498955265/status/2105129933379088765"}, {"date": "2026-09-19", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "all the hype around grok bot i found that for the most people gemini spark does the 80% of what grokbot can do and besides you get all the google products integrated without doing anything.😬", "link": "https://twitter.com/2011010416252764160/status/2101241625154637841"}], "complaint": [{"date": "2026-09-30", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "@chatgpt_liberty mr. oogi! the only downside is that gemini spark is still not available in google workspace... 😭", "link": "https://twitter.com/1892229591718400000/status/2105143510458667111"}, {"date": "2026-09-26", "source": "YouTube", "community": "Tự động hoá việc lặp lại với Gemini Spark nhé các cụ 😍 #duoctaitro #hoptaccungGoogle #googlegemini", "polarity": "complaint", "text": "only limited to gg workspace, while work email with ms365 is as if it doesn't exist.", "link": "https://www.youtube.com/watch?v=lInr3kjtOKA&lc=UgxtDOm_sfQz-E9EE-p4AaABAg"}, {"date": "2026-09-25", "source": "YouTube", "community": "ついに日本に上陸した「Gemini Spark」を現役エンジニアが「ChatGPT」「Claude」よりも快適に感じた理由", "polarity": "complaint", "text": "it seems that spark's mcp integration feature is limited to services that support dynamic client registration, and i felt that there are more restrictions compared to other similar services. it may be unavoidable since security is a priority.", "link": "https://www.youtube.com/watch?v=urq3ioL_HL4&lc=Ugy7sg2PMLNesab576t4AaABAg"}]}}, "connect.account_link": {"praise": 0, "complaint": 22, "n": 22, "weighted": {"praise": 0.0, "complaint": 15.2}, "praiseShare": 0.0, "ci95": [0.0, 14.9], "regard": 0.4777, "regardCi95": [0.468, 0.486], "salience": 2.4, "receipts": {"praise": [], "complaint": [{"date": "2026-10-14", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "@joshwoodward @geminiapp it's been two days since an issue started where gemini spark (task) can't edit sheets due to permission block.", "link": "https://twitter.com/1985457081672159232/status/2110460148712083509"}, {"date": "2026-10-14", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "@_philschmid i give a task using gemini argon to fill data inside gemini spark (task), but it can't edit sheets due to a permission block. so, i try with different model but it still fail the task\ni am using gemini model for my daily task.", "link": "https://twitter.com/1985457081672159232/status/2110466090707173864"}, {"date": "2026-10-13", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "1/3\nan issue has occurred where writing to the spreadsheet suddenly fails in gemini spark. it can be reproduced even with a new sheet, and the error log states \"blocking policy check failed [permission_denied]\". it is happening simultaneously across multiple tasks.", "link": "https://twitter.com/45121994/status/2109803904435433725"}]}}, "connect.site_blocking": {"praise": 14, "complaint": 23, "n": 37, "weighted": {"praise": 9.74, "complaint": 14.34}, "praiseShare": 37.8, "ci95": [24.1, 53.9], "regard": 0.5355, "regardCi95": [0.507, 0.569], "salience": 4.1, "receipts": {"praise": [{"date": "2026-10-05", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "additionally, it can be supplemented: gemini spark residential ip can pass.", "link": "https://twitter.com/1869898999274283008/status/2106943211679981627"}, {"date": "2026-09-28", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "@rookiericardor i didn't even reach the age verification step, after filling in my name and date of birth, i was directly put on the waiting list, but i passed directly using the environment of gemini spark.", "link": "https://twitter.com/1780582073733984256/status/2104428560610103624"}, {"date": "2026-09-25", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "@0xlangeai additional information: i took another route, the remote browser of gemini spark, which works on the same principle of using cloud ip, and i successfully registered after testing. also, age verification does not necessarily require a physical credit card; i used a gate virtual card and it worked on the first try, with a $1 pre-authorization refunded in a few days. if you don't have a card, you can give it a try.", "link": "https://twitter.com/2257747657/status/2103506102021222722"}], "complaint": [{"date": "2026-10-06", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "suddenly found out that gemini spark cannot access the muse official website, the grok bot's browser is using its own network. is there any other way to register now?", "link": "https://twitter.com/3123084528/status/2107492289870434802"}, {"date": "2026-09-26", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "the registration for muse's gemini spark remote browser and the browser method has failed, and it cannot be opened directly. the currently tested available method is airtap: [link] open inside [link] 1 billion muse tokens.", "link": "https://twitter.com/2077819613652627456/status/2103860599243563266"}]}}, "connect.local_device": {"praise": 9, "complaint": 8, "n": 17, "weighted": {"praise": 5.81, "complaint": 4.52}, "praiseShare": 52.9, "ci95": [31.0, 73.8], "regard": 0.4985, "regardCi95": [0.485, 0.51], "salience": 1.9, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "just by requesting from my smartphone, the file organization on my home mac starts. gemini spark's \"tasks\" is too convenient. [link] [link]", "link": "https://twitter.com/1982415242937425920/status/2110591244405448849"}, {"date": "2026-09-19", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "gemini spark is useful, i manage my mac storage through it and import stuff to cloud.", "link": "https://twitter.com/2079385658964242432/status/2101137773935857939"}, {"date": "2026-09-13", "source": "YouTube", "community": "Google's New AI Agent! - Gemini Spark Full Beginner's Guide", "polarity": "praise", "text": "spark is deeply integrated in the google eco, including drive. and drive has a windows app. so if you connect spark with drive and drive with windows, there you have it. when you tell spark to modify a file on drive, that change will be synced to the local disk through the drive desktop app. i have been using this set up for months, it's not exactly the same as cowork or codex, but it works. the integration is really convenient.", "link": "https://www.youtube.com/watch?v=L-S0xG23B3g&lc=UgzvWr8jQhCvokJYdwV4AaABAg.AafOUIwQ9C9AafzRI9Zwg1"}], "complaint": [{"date": "2026-09-15", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "just wanted chatgpt to use my phone like it does my computer or browser. the experience is meh. not only is gemini spark not there yet, but google actively prevents you from using other assistants for that.\nsome things just aren’t meant to be i guess.\n[link]", "link": "https://twitter.com/15095414/status/2099932199176786107"}, {"date": "2026-09-11", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "i guess gemini spark's local file operations are still not supported 😱 it's quite important, so i hope they will support it soon [link]", "link": "https://twitter.com/1125206803/status/2098305144211574865"}, {"date": "2026-09-16", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "the gemini mac version desktop app is out! this makes it easier to call gemini from codex with hooks, right? you can proofread text without even integrating with the api. however, i linked gemini spark to the local folder, but even though it said it could search for files, it hasn't accessed them at all and is useless. [link] [link]", "link": "https://twitter.com/1912080237028114432/status/2100141392622399564"}]}}, "connect.file_transfer": {"praise": 1, "complaint": 8, "n": 9, "weighted": {"praise": 0.5, "complaint": 5.16}, "praiseShare": 11.1, "ci95": [2.0, 43.5], "regard": 0.4929, "regardCi95": [0.485, 0.501], "salience": 1.0, "receipts": {"praise": [{"date": "2026-09-18", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "store files in google drive → load them into gemini spark, this can be addressed immediately. the usability of gemini spark is good.", "link": "https://twitter.com/1305820380460773377/status/2100881407744864281"}], "complaint": [{"date": "2026-10-11", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "hmm... it's quite painful that i can't take the gemini spark article from within gemini to notebooklm...", "link": "https://twitter.com/143810677/status/2109131702631325745"}, {"date": "2026-10-06", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "@rodydavis @obsdmd @googledrive i started doing this 2 weeks ago, it really feels as if someone at google noticed i used gemini spark to update my files and was upset it couldn't actually edit them but had to make a new one and archive the old copy", "link": "https://twitter.com/1762810385743372288/status/2107280543532409240"}, {"date": "2026-09-04", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "writing to google drive is clearly better with claude than with gemini spark. why? 🤣🤣🤣", "link": "https://twitter.com/975679594308120576/status/2095782685407076572"}]}}, "ask.channel": {"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": []}}, "ask.voice": {"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": [{"date": "2026-09-25", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "i struggled for a long time, and finally registered successfully with gemini spark yesterday, but the online features and live photo features didn't work. i thought it was a problem with my network, but today i found that everything is fine. also, the mac version has built-in voice input, but it doesn't seem to work very well, not as good as doubao.\nmy invitation code: wsbsyn [link]", "link": "https://twitter.com/572466385/status/2103279718959292763"}]}}, "ask.conversation": {"praise": 5, "complaint": 12, "n": 17, "weighted": {"praise": 3.72, "complaint": 8.06}, "praiseShare": 29.4, "ci95": [13.3, 53.1], "regard": 0.4954, "regardCi95": [0.482, 0.51], "salience": 1.9, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "when i was working on the video post i have attached. i was parallely working on gemini spark @geminiapp on this. and it went out insane. and that's where google defies all. you guys can build multiple things with argon on different platform. $200 are worth it! [link] [link]", "link": "https://twitter.com/2105578776373710848/status/2111482441550663690"}], "complaint": [{"date": "2026-09-27", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "damn google can you stop being the biggest loser in ai for a day? @geminiapp why did you move my gemini spark stuff into \"tasks\" without showing the history of what's currently there? the left hamburger menu shows tasks and chat history. [link]", "link": "https://twitter.com/978816364549890053/status/2104072778056106037"}, {"date": "2026-10-14", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "the sudden @geminiapp update replacing gemini spark with 'task' is really frustrating. having a dedicated, separate history for gemini spark was so much better and easier to manage than mixing everything together. 🧵 (1/2)", "link": "https://twitter.com/1960520221300527104/status/2110245273427726575"}, {"date": "2026-10-14", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "i feel like using argon doesn't really change the feel from the recent update of gemini spark, but was gemini spark in a state where it could use argon in advance? now that gemini spark has disappeared and the task function has been added, i wish the chat history had been saved separately for chat and tasks... 🙄", "link": "https://twitter.com/1350054488304832513/status/2110271921208316298"}]}}, "ask.speed": {"praise": 16, "complaint": 17, "n": 33, "weighted": {"praise": 9.29, "complaint": 10.7}, "praiseShare": 48.5, "ci95": [32.5, 64.8], "regard": 0.4965, "regardCi95": [0.48, 0.512], "salience": 3.6, "receipts": {"praise": [{"date": "2026-09-28", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "@jack_fluxai gemini spark is also very fast h645eu fresh, and there are 29 times left, thank you!", "link": "https://twitter.com/87933367/status/2104545693478346978"}, {"date": "2026-09-23", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "@alin_zone it's very simple, just use gemini spark to open it, it opens in seconds.", "link": "https://twitter.com/2086728400920780800/status/2102762971504238655"}, {"date": "2026-10-07", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "mr. gemini spark is really good. what took several days with mr. dot was accomplished in about 2 hours. it was also significant that i had already established a form through trial and error with mr. dot, but the work is fast because he doesn't get caught up in the details like mr. gpt-6. after all, it seems that mr. gemini spark is quite a match for my work.", "link": "https://twitter.com/1291941951386746881/status/2107840133563376124"}], "complaint": [{"date": "2026-09-26", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "i am using something called gemini spark for the first time in a while, but it seems to be taking quite a long time to think... ?", "link": "https://twitter.com/53900587/status/2103643383017443428"}, {"date": "2026-09-24", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "now i understand why google never marketed gemini spark as meta did with muse, because...... \n.\n.\n.\n.\nspark is useless. it thinks for hours, if this much thinking google employees have done then gemini 3.5 pro would have released on time. @joshwoodward", "link": "https://twitter.com/1160020922394402816/status/2103132328692482302"}, {"date": "2026-09-13", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "#gemini spark\nwhile repeatedly using the skill to load and process many documents in geminispark, the processing time until the response has become extremely long and it has become unusable. what should i do?", "link": "https://twitter.com/71081619/status/2099054374429528206"}]}}, "ask.app_client": {"praise": 1, "complaint": 18, "n": 19, "weighted": {"praise": 1.0, "complaint": 10.69}, "praiseShare": 5.3, "ci95": [0.9, 24.6], "regard": 0.4862, "regardCi95": [0.474, 0.499], "salience": 2.1, "receipts": {"praise": [], "complaint": [{"date": "2026-10-05", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "gemini. when you select \"use now\" from the spark skill list, it switches to a regular chat ui instead of spark and says \"i can't do that.\" what is that specification? #gemini #spark", "link": "https://twitter.com/63060996/status/2106907142091583825"}, {"date": "2026-09-25", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "oh. the chat has stopped updating with the scheduled tasks of gemini spark... it doesn't refresh even with ctrl+shift+r. \non the web version (and windows app version). \nthe android version displays messages as scheduled. is this a problem specific to the web version?", "link": "https://twitter.com/1476500780450717702/status/2103322662642794771"}, {"date": "2026-09-22", "source": "Reddit", "community": "r/AI_Agents", "polarity": "complaint", "text": "gemini spark if you have pro subscription. \nbasically designed to do same thing but less intuitive ux.", "link": "https://www.reddit.com/r/AI_Agents/comments/1wlzxm7/anyone_know_a_good_muse_ai_alternative/pbgwgj5/"}]}}, "ask.persona": {"praise": 4, "complaint": 4, "n": 8, "weighted": {"praise": 2.68, "complaint": 2.95}, "praiseShare": 50.0, "ci95": [21.5, 78.5], "regard": 0.4877, "regardCi95": [0.469, 0.503], "salience": 0.9, "receipts": {"praise": [], "complaint": []}}, "act.email": {"praise": 25, "complaint": 8, "n": 33, "weighted": {"praise": 16.75, "complaint": 4.74}, "praiseShare": 75.8, "ci95": [59.0, 87.2], "regard": 0.459, "regardCi95": [0.413, 0.502], "salience": 3.6, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "@kickassshanica @grok @bot oh, i see, pretty neat. i basically sort of have that with gmail via gemini spark. i can ask it to find anything in my inbox since i always keep important emails organized under a few labels.", "link": "https://twitter.com/867357702099533824/status/2110526936657326353"}, {"date": "2026-09-28", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "wait a minute, gemini spark even creates drafts for replies. \nyou don't have to handle morning emails yourself anymore. [link]", "link": "https://twitter.com/1081557673189900288/status/2104386660612079843"}, {"date": "2026-09-28", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "every morning, i used to feel disheartened every time i looked at my gmail inbox... just by leaving it to gemini spark, i can take care of my inquiries every morning. [link]", "link": "https://twitter.com/1908107969520406528/status/2104393744900587993"}], "complaint": [{"date": "2026-09-23", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "i give up, muse operates gmail more smoothly than gemini spark operates gmail, what is going on with google?", "link": "https://twitter.com/762148654404636672/status/2102651304908918855"}, {"date": "2026-09-18", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "meanwhile gemini spark still can’t send an email with gmail 🤦♂️ [link]", "link": "https://twitter.com/24493924/status/2100808015704101177"}, {"date": "2026-09-11", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "@_philschmid i can't believe that gemini / gemini spark can't send emails for me, but chatgpt and grok can. what a massive l for google. is this ever going to happen, or should i leave the google ai ecosystem?", "link": "https://twitter.com/24493924/status/2098437439530447006"}]}}, "act.calendar": {"praise": 6, "complaint": 2, "n": 8, "weighted": {"praise": 4.0, "complaint": 1.02}, "praiseShare": 75.0, "ci95": [40.9, 92.9], "regard": 0.4849, "regardCi95": [0.446, 0.507], "salience": 0.9, "receipts": {"praise": [{"date": "2026-09-26", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "examples of using gemini spark schedule\nif you throw your plans into the calendar and put the necessary resources in google workspace, it will organize what you need to do, which is great. \nof course, you need to diligently record the data for reference, but the expectation of becoming more convenient outweighs the burden, so it doesn't feel like a hassle. [link]", "link": "https://twitter.com/1223995933068644352/status/2103730379425525890"}], "complaint": [{"date": "2026-09-08", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "i had requested gemini spark to add an appointment from an email, but it started adding appointments from a non-existent email on its own, so i had to stop it.", "link": "https://twitter.com/1189469957299429376/status/2097124192672219276"}]}}, "act.reservations": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.42}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4953, "regardCi95": [0.485, 0.5], "salience": 0.1, "receipts": {"praise": [], "complaint": []}}, "act.shopping": {"praise": 2, "complaint": 1, "n": 3, "weighted": {"praise": 1.35, "complaint": 0.59}, "praiseShare": 66.7, "ci95": [20.8, 93.9], "regard": 0.4988, "regardCi95": [0.49, 0.505], "salience": 0.3, "receipts": {"praise": [], "complaint": [{"date": "2026-09-22", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "same! i think we're still in the stage of setting up the infrastructure.\neventually, at some point, people will start using their agents to buy things, and i think things will really take off.\nyesterday i used gemini spark to research a kitchen product i wanted, and i was really disappointed that it wouldn't go ahead and buy it for me. would have saved me so much time and i totally would have done it.", "link": "https://twitter.com/213142014/status/2102382011847459227"}]}}, "act.admin": {"praise": 38, "complaint": 4, "n": 42, "weighted": {"praise": 25.1, "complaint": 2.72}, "praiseShare": 90.5, "ci95": [77.9, 96.2], "regard": 0.4352, "regardCi95": [0.355, 0.519], "salience": 4.6, "receipts": {"praise": [{"date": "2026-10-13", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "since gemini spark started managing the todo tasks, managing work has become easier. there are fewer oversights, and it feels good.", "link": "https://twitter.com/59098163/status/2109866281587589189"}, {"date": "2026-10-12", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "gemini spark can arrange the reports of three people just by putting the minutes in a folder! we will also try creating a folder for the minutes. [link] [link]", "link": "https://twitter.com/2103760171348746241/status/2109563220591817114"}, {"date": "2026-10-11", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "@stargridcompass @ai_funss i'm dying of laughter. fortunately, i had gemini spark help me register for the overseas version earlier.", "link": "https://twitter.com/1953110426608386049/status/2109141448906174651"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "today's gemini spark test also failed with the spreadsheet. the situation remains unchanged.", "link": "https://twitter.com/45121994/status/2110514410615972208"}, {"date": "2026-09-27", "source": "YouTube", "community": "O agente pessoal que trabalha com seu PC FECHADO (Gemini Spark)", "polarity": "complaint", "text": "he does not perform administrative tasks, does not access websites, summarizing garbage.", "link": "https://www.youtube.com/watch?v=d5xNm0an66Q&lc=UgwzdxcZV3zzTQ4Hsc54AaABAg"}]}}, "act.finance": {"praise": 9, "complaint": 0, "n": 9, "weighted": {"praise": 5.04, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [70.1, 100.0], "regard": 0.5066, "regardCi95": [0.503, 0.511], "salience": 1.0, "receipts": {"praise": [{"date": "2026-09-08", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "reconciling my bank accounts with gemini spark, bkper mcp server, bkper books, bank statements in csv format in google drive! \nit is working like a charm!! 🚀 [link]", "link": "https://twitter.com/92067436/status/2097308121353855265"}, {"date": "2026-10-12", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "might be true. there’s a lot of software you can replace with ai now. take for example, finance tracking apps. i used to have an app for that, now i only have a spreadsheet in my google workspace and gemini spark, yes, gemini spark has a skill and knows what to do when i tell it what i spent money on or ask questions about my spending.\nyou can do the same with workout tracking. anything you need to track basically.", "link": "https://twitter.com/1897591618561028096/status/2109438202415300640"}, {"date": "2026-09-02", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "even if stock prices fall, dividends won't betray you (kamo)\na plus of [zip code] yen compared to the previous day\nthis was created with gemini spark\nuntil now, it was almost impossible for a person to manage nisa and specific investment trusts in separate securities accounts\ni'm really grateful ☺\nif you have any requests, i can teach you how [link]", "link": "https://twitter.com/1123422180274872325/status/2095057414613832107"}], "complaint": []}}, "act.research": {"praise": 69, "complaint": 12, "n": 81, "weighted": {"praise": 41.45, "complaint": 7.51}, "praiseShare": 85.2, "ci95": [75.9, 91.3], "regard": 0.4089, "regardCi95": [0.349, 0.478], "salience": 8.9, "receipts": {"praise": [{"date": "2026-10-11", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "still can't believe that gemini spark can collect phone numbers from any business profile with the area that we can determine as we like. \nthe power of ai", "link": "https://twitter.com/1975557227386970120/status/2109215182002295175"}, {"date": "2026-10-06", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "@aliansarinik that's right. gemini spark thought for a long time and queried all available resources. it provided an actionable response and asked for clarification about the misleading claims and missing information [link]", "link": "https://twitter.com/260780100/status/2107507095771971971"}], "complaint": [{"date": "2026-10-08", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "gemini spark picks up old news and is hard to read, so i was wondering what to do, but just when i was thinking that, grok bot became able to read posts on x, so now i can read the latest ai-related news! [link]", "link": "https://twitter.com/1678329969905385475/status/2108134225274913175"}, {"date": "2026-09-26", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "i had gemini spark collect paper information, but searching for the important papers was quite a hassle, so i decided to use claude to handle everything from paper search to collection in one go. also, i tend to skip notifications unless they are in email...", "link": "https://twitter.com/410046434/status/2103816742460141865"}, {"date": "2026-09-25", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "@0xlangeai successfully registered with gemini spark, but i couldn't connect to the internet to search yesterday. i thought it was a problem with my own network.\ninvitation code: wsbsyn", "link": "https://twitter.com/572466385/status/2103276872616558835"}]}}, "act.build": {"praise": 16, "complaint": 5, "n": 21, "weighted": {"praise": 10.45, "complaint": 3.89}, "praiseShare": 76.2, "ci95": [54.9, 89.4], "regard": 0.4696, "regardCi95": [0.431, 0.503], "salience": 2.3, "receipts": {"praise": [{"date": "2026-10-06", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "@0xlangeai there is a domain, cloud computer (muse, grok bot, gemini spark), just give them a github edt project address and the cf key, and they will help you deploy it directly, finally output the subscription node. it's very convenient.", "link": "https://twitter.com/2086728400920780800/status/2107469541626569017"}, {"date": "2026-09-19", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "when building workflows that use gas, gemini spark is really capable. i was able to create it quickly without getting stuck most of the time. [link]", "link": "https://twitter.com/121687256/status/2101364510405869690"}, {"date": "2026-09-09", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "how cow!! took my crappy web site that we are working on and use gemini spark beta on osx, to build out new mockups. it shocking how good spark is at improving and cleanup up the ui.\ncongrats google spark team. @geminiapp", "link": "https://twitter.com/251220378/status/2097656504224506119"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "deepseek v4.1-1017 vs. gemini spark (quick simulation game)\nsame exact prompt\ndeepseek: 13 mins | cost: ~$0.00\ngemini: 10 mins | cost: ~$0.00\nobviously spark performed so ass\nshould try argon instead [link]", "link": "https://twitter.com/1739329746800885760/status/2111725189834678304"}, {"date": "2026-10-08", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "i tried making a tetris game using gemini spark and gemini 4.1 flash. it turned out pretty lame. [link]", "link": "https://twitter.com/1629078903968141312/status/2108277444470063524"}, {"date": "2026-10-11", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "i'm building a game for agents to build bots that fight in an arena battle.\nso of course, i'm testing it with every agent i can get my hands on. \nmost recently, i tried google gemini spark. unfortunately, this agent has very few capabilities and therefore cannot fully participate in the game.\nit connected to my mcp server to register the bot, and even coded a simple bot, but it cannot run the bot.\nmaybe add this to the next release, @geminiapp?", "link": "https://twitter.com/71355794/status/2109131250439184399"}]}}, "act.content": {"praise": 25, "complaint": 3, "n": 28, "weighted": {"praise": 15.7, "complaint": 1.55}, "praiseShare": 89.3, "ci95": [72.8, 96.3], "regard": 0.5101, "regardCi95": [0.493, 0.525], "salience": 3.1, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "since the audit theory can easily get lost in where it's talking about even with an overall overview, i had gemini spark create an overview for each chapter as well. it's so excellent that it seems like my studying will progress smoothly🔥", "link": "https://twitter.com/1494235442383781895/status/2111463930040324328"}, {"date": "2026-10-12", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "the biggest barriers to blogging and social media posting, \"i'm unsure what to write\" and \"i don't have time to create a post from a draft,\" are solved by the divine mechanism of gemini spark...! [link]", "link": "https://twitter.com/1106471980599934976/status/2109479218564473285"}, {"date": "2026-10-11", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "huh, really? just by asking gemini spark, i have one sheet ready for today's meeting in the morning, that's amazing. [link] [link]", "link": "https://twitter.com/1081557673189900288/status/2109236142151459090"}], "complaint": [{"date": "2026-09-11", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "recently, i've been hooked on having gemini (plus spark) create pdf guidebooks, so i had one made for tgs2026 📖. spark doesn't produce a perfect result right away, so it requires several exchanges to refine it. since corporate logos can't be easily added, it takes time to reproduce it [link].", "link": "https://twitter.com/1125206803/status/2098377594907533793"}]}}, "act.outreach": {"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": []}}, "act.computer_use": {"praise": 42, "complaint": 14, "n": 56, "weighted": {"praise": 30.47, "complaint": 9.47}, "praiseShare": 75.0, "ci95": [62.3, 84.5], "regard": 0.5286, "regardCi95": [0.506, 0.551], "salience": 6.2, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "@zzxwill has the difficulty increased now? i successfully registered directly using the gemini spark remote browser, it was very smooth [link]", "link": "https://twitter.com/2343816680/status/2110932460469153900"}, {"date": "2026-10-05", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "gemini spark remote browser registration for muse is very stable and useful [link]", "link": "https://twitter.com/1969578111865143299/status/2106937224185221280"}, {"date": "2026-10-05", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "@sailimuhu134947 you can use the remote browser of gemini spark, which almost solves it 100%.", "link": "https://twitter.com/2053229408027086850/status/2107237236232400999"}], "complaint": [{"date": "2026-10-04", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "the good news is that google gemini spark (their agent) seems to be getting improvements.\nfor instance, i was able to open a remote browser from my phone.\nthe bad news is that it didn’t work. [link]", "link": "https://twitter.com/71355794/status/2106760826044756203"}, {"date": "2026-09-27", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "using gemini spark to register muse on the cloud browser also failed.", "link": "https://twitter.com/118043424/status/2104054423714730424"}]}}, "act.stops_short": {"praise": 10, "complaint": 15, "n": 25, "weighted": {"praise": 5.44, "complaint": 11.34}, "praiseShare": 40.0, "ci95": [23.4, 59.3], "regard": 0.4836, "regardCi95": [0.465, 0.5], "salience": 2.8, "receipts": {"praise": [{"date": "2026-10-08", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "it's helpful that i can completely delegate everything related to the campaign to gemini spark [link]", "link": "https://twitter.com/1623337973872996353/status/2107984495366578179"}, {"date": "2026-09-06", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "gemini spark\nyou can create folders and files all at once with a single request! amazing speed!!\nthe world is too swayed by new models.\na model that can perform agentic tasks quickly is strong.\ngemini spark is amazing!\n#aibridgekumamoto2026", "link": "https://twitter.com/960302304267198464/status/2096502625231679697"}, {"date": "2026-09-20", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "i’m using the @geminiapp gemini spark lately and it is doing a pretty good job with research and finishing tasks.", "link": "https://twitter.com/2046119376080801792/status/2101671525082644544"}], "complaint": [{"date": "2026-10-08", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "gemini spark has many restrictions .. it cannot complete reading a public repo.. [link]", "link": "https://twitter.com/1271621522512322561/status/2108314165647413422"}, {"date": "2026-09-24", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "i had @muse go through my youtube playlists, to learn about my interests, and make suggestions to cull down my overgrown \"watch-later\" list. it was a great way for her to get to know me quickly (and incidentally, something google's own gemini spark said it couldn't help me with).", "link": "https://twitter.com/2530507214/status/2103208975978127695"}, {"date": "2026-09-18", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "hi @joshwoodward and @officiallogank ,\ncan't the gemini live in android connect to gemini spark to schedule tasks or do work? it's repeatedly denying to do anything and asking me to go on gemini web and manually schedule from there. \ni remember you showed this in io 2026.", "link": "https://twitter.com/1160020922394402816/status/2100992270073991671"}]}}, "act.false_reports": {"praise": 0, "complaint": 9, "n": 9, "weighted": {"praise": 0.0, "complaint": 5.19}, "praiseShare": 0.0, "ci95": [0.0, 29.9], "regard": 0.4934, "regardCi95": [0.489, 0.497], "salience": 1.0, "receipts": {"praise": [], "complaint": [{"date": "2026-09-28", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "【ino-chan's grumbling】\ngemini spark, the bugs are not being fixed.\nevery time i get a report saying \"fixed,\" but in reality, it hasn't been resolved.\nit seems like there is no process for \"fix confirmation.\"\ni wonder how it is for others.", "link": "https://twitter.com/1912485098387304448/status/2104401616183148687"}, {"date": "2026-09-22", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "shock! when i consulted about automating email information extraction using gemini spark in gemini notebook, it replied, \"gemini spark is an interactive ai, so it can't do that.\" when i pointed out that it can, it apologized, saying, \"i lacked understanding regarding the scheduling feature.\" it's nice that it's honest, but i wish it would at least be aware of its own features...", "link": "https://twitter.com/126000972/status/2102264867709440252"}, {"date": "2026-09-06", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "the ai secretary proudly says, \"i created a ticket in notion!\" but when i opened it, it was unexpectedly completely empty...!? 😂 i connected gemini spark directly to notion via mcp. while the web version is perfect, i wrote an analysis of the pitfall where the ai pretends to have done it on the smartphone. 👇\n[link]\n#gemini #notion #mcp [link]", "link": "https://twitter.com/57961889/status/2096466322528055378"}]}}, "act.accuracy": {"praise": 3, "complaint": 37, "n": 40, "weighted": {"praise": 1.55, "complaint": 22.31}, "praiseShare": 7.5, "ci95": [2.6, 19.9], "regard": 0.4675, "regardCi95": [0.454, 0.482], "salience": 4.4, "receipts": {"praise": [{"date": "2026-09-30", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "@saul_badman111 i did use an agentic architecture (gemini spark). not simple chatbot.\ni dont see too much hallucination so far in the book", "link": "https://twitter.com/235470600/status/2105330187500167600"}, {"date": "2026-09-12", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "how many of you using gemini spark everyday?\njust downloaded the desktop app and got to know that i have access to it under google ai pro plan.\nit is like hermes, grok bot.\nstarted using it for simple tasks and it is doing good, fast, accurate.\ngoing to try more complex tasks with it and see how it does.\n#geminispark", "link": "https://twitter.com/59830564/status/2098811597347307942"}, {"date": "2026-09-11", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "i tried to automate two tasks that arrive in my email:\n① automatically register google calendar from gmail with gemini spark\n② automatically aggregate received invoices into a spreadsheet\ni just asked for the settings with \"i want to do this.\" there are zero transcription errors, and i can also notice if i'm overspending.\nif you haven't tried it yet, you can do it right away.\n#aiagent #gemini #businessefficiency", "link": "https://twitter.com/2098278176736854017/status/2098430028501655806"}], "complaint": [{"date": "2026-09-22", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "i had gemini spark read the source code and consider adding comments in japanese, and then compile a list of the additions. when i had gpt re-verify the results, there were mistakes everywhere...😇", "link": "https://twitter.com/1959981205207805952/status/2102279522276307241"}]}}, "act.instructions": {"praise": 5, "complaint": 21, "n": 26, "weighted": {"praise": 1.98, "complaint": 13.11}, "praiseShare": 19.2, "ci95": [8.5, 37.9], "regard": 0.4813, "regardCi95": [0.469, 0.494], "salience": 2.9, "receipts": {"praise": [{"date": "2026-09-16", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "gemini spark is great!! i like that it can handle tasks with this level of instruction. [link]", "link": "https://twitter.com/1384716748801200139/status/2100325306855014716"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "i feel that gemini spark can no longer update files in google drive. it ends up creating new files.", "link": "https://twitter.com/7589102/status/2110495013293703252"}, {"date": "2026-09-24", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "i don't know to what extent google can improve in the gemini 4 model, but their engineering progress really has many issues. asking gemini spark to save gmail attachments to google drive to organize non-ocr pdf data, surprisingly, it couldn't do it.", "link": "https://twitter.com/14112898/status/2102978168819003638"}, {"date": "2026-09-11", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "gemini spark is completely useless 😅 since claude and codex have restrictions, i had geimin rename the image, which is so silly 😂 it can't even handle such a simple process. what are you looking at? [link]", "link": "https://twitter.com/121242115/status/2098301983337971753"}]}}, "auto.proactive": {"praise": 10, "complaint": 2, "n": 12, "weighted": {"praise": 7.3, "complaint": 1.26}, "praiseShare": 83.3, "ci95": [55.2, 95.3], "regard": 0.5024, "regardCi95": [0.486, 0.515], "salience": 1.3, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "it's interesting that the ai employee comes to work on its own without being instructed. the combination of gemini spark and notebook, along with the distribution materials, is also helpful 🔥 [link]", "link": "https://twitter.com/904874456253734912/status/2111788634231935373"}, {"date": "2026-10-12", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "today's swan stakes also sank. however, when collecting prediction data, gemini spark created folders without being told like dots, and data was added from the results of previous predictions. furthermore, due to the two consecutive losses, detailed items regarding the selection of the main horse were added to the reflection notebook. i want to hit it next time.", "link": "https://twitter.com/1961718747137531904/status/2109569660756873311"}, {"date": "2026-10-02", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "as a lazy person, i am not good at organizing my google to do list. after linking with gemini spark, not only does it automatically carry over unfinished tasks, but it also automatically assigns work to do during today's \"free time\"! for more details, see below 👇 [link]", "link": "https://twitter.com/1932593566083395587/status/2105939090424160426"}], "complaint": []}}, "auto.routines": {"praise": 29, "complaint": 10, "n": 39, "weighted": {"praise": 15.73, "complaint": 4.44}, "praiseShare": 74.4, "ci95": [58.9, 85.4], "regard": 0.4938, "regardCi95": [0.471, 0.512], "salience": 4.3, "receipts": {"praise": [{"date": "2026-09-30", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "tasks that are created regularly every week, like a weekly report, are easy to delegate to gemini spark. the tasks and prompts that i actually hand over to spark are placed here👇️\n[link]", "link": "https://twitter.com/1982415242937425920/status/2105085219992682736"}, {"date": "2026-09-07", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "do you know gemini spark? i was subscribed to gemini but didn't know about it at all, so i tried using it, and it's super convenient!!! 🔥 it automatically does the scheduled tasks while i'm not using my smartphone or computer✨ for now, what i've tried is,", "link": "https://twitter.com/1914922098612711424/status/2096793711430815942"}, {"date": "2026-09-05", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "why did nobody tell me i can uses gemini spark to update me daily on upcoming sports games for today and future on sports teams i like (ufc,nfl,cfb,nba), and to set high ranked teams as priority that are must watch all in my timezone. then a \"game of the week\" with a snippet", "link": "https://twitter.com/2022871199647428609/status/2096305609314603287"}], "complaint": [{"date": "2026-09-02", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "schedule gemini spark means set it to run at 17:00. it's 17:23 now and it still hasn't run -_-", "link": "https://twitter.com/100949456/status/2095095263849590884"}, {"date": "2026-08-31", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "\"gemini live\" transforms from just a conversation partner to a work assistant - in collaboration with \"gemini spark\" - windows daily [link]\neven when i set up automatic tasks, it stops due to errors and doesn't work!", "link": "https://twitter.com/291730076/status/2094330753765228935"}, {"date": "2026-08-31", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "oh... is gemini spark heavy? the regular schedule could not be completed and has stopped halfway.", "link": "https://twitter.com/1305820380460773377/status/2094351023859278048"}]}}, "auto.reminders": {"praise": 3, "complaint": 0, "n": 3, "weighted": {"praise": 1.21, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [43.8, 100.0], "regard": 0.5019, "regardCi95": [0.5, 0.504], "salience": 0.3, "receipts": {"praise": [{"date": "2026-09-02", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "i am hopelessly bad at managing paper, so i immediately upload school notices to google drive. it's really good to have gemini spark remind me of weekly belongings and submissions with deadlines. the progress is displayed in faint letters, but i keep saying \"great progress!\" to myself, which is cute. i want to follow suit. [link]", "link": "https://twitter.com/1917861160759742464/status/2095109628044738930"}], "complaint": []}}, "auto.multi_agent": {"praise": 0, "complaint": 3, "n": 3, "weighted": {"praise": 0.0, "complaint": 2.39}, "praiseShare": 0.0, "ci95": [0.0, 56.2], "regard": 0.4859, "regardCi95": [0.469, 0.5], "salience": 0.3, "receipts": {"praise": [], "complaint": [{"date": "2026-10-05", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "agents can't talk to each other or see other chats. if i have a conversation with gemini, spark can't see it. if spark adds a list of people to my google contacts, gemini can't see them. incredibly frustrating to have two sessions \"next to\" each other in a browser and manually copy-pasting everything.", "link": "https://twitter.com/3389553514/status/2107126392370393337"}, {"date": "2026-10-01", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "gemini spark is unfortunately not good enough in my opinion, so i have been using grok bot instead. it’s best not to use both and just use grok bot, because they can’t communicate together easily. if you use grok bots, each one can communicate with others.\ni hope gemini catches up", "link": "https://twitter.com/1468576548592963584/status/2105754809584206132"}]}}, "auto.cloud_env": {"praise": 19, "complaint": 12, "n": 31, "weighted": {"praise": 11.87, "complaint": 7.53}, "praiseShare": 61.3, "ci95": [43.8, 76.3], "regard": 0.4934, "regardCi95": [0.475, 0.511], "salience": 3.4, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "i loved giving a task to gemini spark and it kept doing it for me while i spend my work time on twitter <3", "link": "https://twitter.com/403592829/status/2110706369615790175"}, {"date": "2026-10-11", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "gemini spark is excellent 👏\nby running in the background, i can create my own time. it's a really useful operation. [link]", "link": "https://twitter.com/1946148633193447424/status/2109420278854123936"}, {"date": "2026-10-02", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "@taozibuilds gemini spark backup channel (a savior when the nodes are always stuck). spark runs on google's official cloud, and the network is naturally pure. let it start the cloud browser to open [link]", "link": "https://twitter.com/1292395804435464195/status/2106022668910932148"}], "complaint": [{"date": "2026-09-26", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "bro, i finally figured out how to solve this problem. i opened a new conversation, and it worked in a new browser. \nit seems that the virtual machine environment assigned by gemini spark is different each time; some work, and some don't [link]", "link": "https://twitter.com/1547503471104229377/status/2103749994822197753"}, {"date": "2026-09-26", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "the gemini spark remote browser and [link] solution seen on x are currently not working. i switched to foxphone's us cloud phone, spent **1.02 usdt**, and successfully registered ✅\n[link]\n🎁 after registration, within 48 hours, go to \"settings → redeem invitation code\", fill in tmzvxu, and both parties will receive 1 billion tokens! what other methods are there to get it working? let's discuss in the comments [link] [link]", "link": "https://twitter.com/1876194602807685120/status/2103655658990236115"}, {"date": "2026-09-10", "source": "YouTube", "community": "一人公司必學 Gemini Spark 教學｜Google 24/7 AI Agent 自動化，熄機都做嘢（廣東話）", "polarity": "complaint", "text": "hello tim, may i ask that i set a schedule using task to do work, but this morning it said it couldn't do it because my mac was offline. i asked it why, and gemini said gemini spark operates as an agent running locally on your mac, rather than as an independent cloud service. what can i do to make it run automatically? thank you.", "link": "https://www.youtube.com/watch?v=fSur4XA08GY&lc=Ugz_Wg98b4BrckRirTt4AaABAg"}]}}, "auto.memory": {"praise": 6, "complaint": 5, "n": 11, "weighted": {"praise": 3.22, "complaint": 3.09}, "praiseShare": 54.5, "ci95": [28.0, 78.7], "regard": 0.4957, "regardCi95": [0.484, 0.506], "salience": 1.2, "receipts": {"praise": [{"date": "2026-10-07", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "oh... when i ask gemini spark, it even brings up the draft of the previous day's guidance... i thought preparing for the seminar was something i had to create one by one myself... [link]", "link": "https://twitter.com/1081557673189900288/status/2107787272645181677"}, {"date": "2026-09-22", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "the email waiting for a reply, gemini spark remembers it better than i do [link]", "link": "https://twitter.com/1937308674927837184/status/2102304403567087971"}, {"date": "2026-09-21", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "i realized that it's more efficient to have all writing-related tasks handled by gemini. the desktop app gemini spark doesn't forget the context and is really good. however, i feel that using gemini 3.8 through cursor might be more convenient. [link] [link]", "link": "https://twitter.com/1912080237028114432/status/2101990573246742929"}], "complaint": [{"date": "2026-10-01", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "@notesbyfloat the app will still run like shit tho.. currently using gemini spark and it's horrible with memory", "link": "https://twitter.com/1979917729529229312/status/2105484239927976149"}, {"date": "2026-09-24", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "here's how useful gemini spark is to me - it ran a schedule, notified me on the mobile app, tried to find the result later in the web app - gone. when i asked the ai to find the latest, it could not do it. [link]", "link": "https://twitter.com/32843609/status/2103136295539417472"}, {"date": "2026-08-31", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "@llmjunky gemini spark requires personalization to be turned on. unless you curate your chat history, it'll reference something outdated or irrelevant. it's a nice concept, but in execution, it fails because personalization is flawed. i got so many bad answers that i turned off spark.", "link": "https://twitter.com/15162579/status/2094236185019453847"}]}}, "control.approval": {"praise": 9, "complaint": 18, "n": 27, "weighted": {"praise": 6.6, "complaint": 10.31}, "praiseShare": 33.3, "ci95": [18.6, 52.2], "regard": 0.4888, "regardCi95": [0.473, 0.504], "salience": 3.0, "receipts": {"praise": [{"date": "2026-10-15", "source": "YouTube", "community": "Gemini Spark Tutorial for Beginners (Google’s New AI Agent)", "polarity": "praise", "text": "love that spark asks for approval before it sends or changes anything in gmail. did the move to the new task button confuse anyone else?", "link": "https://www.youtube.com/watch?v=2EwcJstUMX0&lc=UgzUia6JoiwvVsayIV14AaABAg"}, {"date": "2026-10-10", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "i created my own ai employee with gemini spark. 🚀\n📩 inbox summaries\n📊 research reports\n🗓️ recurring tasks\n✍️ content workflows\nthe shift? from one-off prompts to repeatable work—with human approval for important actions.\n#geminispark #aiagents [link]", "link": "https://twitter.com/54842248/status/2108753794259685449"}, {"date": "2026-09-05", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "today i sent an email through gemini spark, and it's amazing. \nit found the correct email, drafted a reply based on my requests, and then sent it with my approval. \nlove this ecosystem and the integrations within google products.\n#google #gemini #spark", "link": "https://twitter.com/2022967637886812160/status/2096171559484559827"}], "complaint": [{"date": "2026-10-01", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "it's annoying that both the regular execution of chatgpt and gemini spark require permission for every single entry. what should i do? [link]", "link": "https://twitter.com/1248943426487238658/status/2105463563615895960"}, {"date": "2026-09-25", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "gemini spark is still not capable of deleting multiple emails at once without asking confirmation one email at time. doesn't matter how many times i give explicit confirmation.\nmeanwhile i'm sure grokbot would even \"sudo rm -rf /\" with glee in his eyes if i insisted once.", "link": "https://twitter.com/143419770/status/2103572142851838008"}, {"date": "2026-09-05", "source": "YouTube", "community": "Probé si Gemini Spark puede hacer el trabajo de un maestro", "polarity": "complaint", "text": "i asked it to clean my inbox, to delete junk emails like youtube notifications that they used to send, i had about 300. in the end, it started asking me email by email, it was asking for authorization.", "link": "https://www.youtube.com/watch?v=eNdV_1NfqkU&lc=Ugx5DPtP6dCL41y1b2d4AaABAg"}]}}, "control.visibility": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 0.42, "complaint": 1.0}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.4988, "regardCi95": [0.493, 0.503], "salience": 0.2, "receipts": {"praise": [], "complaint": [{"date": "2026-10-14", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "@joshwoodward @geminiapp gemini spark have disappeared and now every task is invisible. any fix for that ?", "link": "https://twitter.com/300610801/status/2110298541167915249"}]}}, "control.model": {"praise": 6, "complaint": 14, "n": 20, "weighted": {"praise": 5.39, "complaint": 9.58}, "praiseShare": 30.0, "ci95": [14.5, 51.9], "regard": 0.4856, "regardCi95": [0.469, 0.502], "salience": 2.2, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "started with opus 5.5, then switched to gemini 4 argon when it landed in gemini spark. honestly, argon blew me away. crazy model.\nhow did i do? @claudeai @trq212 @geminiapp @_mohansolo @officiallogank", "link": "https://twitter.com/1896907608973512704/status/2111866577692102880"}, {"date": "2026-10-14", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "the pelican riding a bike made by argon4 in gemini spark is really impressive, google has truly risen! [link]", "link": "https://twitter.com/1758307046133526528/status/2110174690581098813"}, {"date": "2026-10-14", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "using gemini spark to learn the juicefs source code. i found that the language of gemini 4 argon is indeed much better, and the ai flavor has diminished a lot. it's very comfortable to use for learning. [link]", "link": "https://twitter.com/1594959396764672000/status/2110221686624903437"}], "complaint": [{"date": "2026-09-11", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "gpt 5.6 luna is far better than whatever google is running in its gemini spark. i have a paid subscription for google and no sub for gpt. ggs google!", "link": "https://twitter.com/1368523504610467840/status/2098441532760043555"}, {"date": "2026-10-17", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "gemini spark is still difficult to use. can you stop switching me to the flash model all the time? also, why do you keep repeating the answer to my previous question?", "link": "https://twitter.com/1998354483567566848/status/2111519383260704822"}, {"date": "2026-10-13", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "kind of disappointed with gemini spark \"task\" with argon, so far 6 tasks have died off with zero output or error, just dead. i haven't gotten any single completed task. but they run fine on flash. [link] [link]", "link": "https://twitter.com/1338867227605356545/status/2110111691933405497"}]}}, "control.customize": {"praise": 17, "complaint": 8, "n": 25, "weighted": {"praise": 12.14, "complaint": 4.84}, "praiseShare": 68.0, "ci95": [48.4, 82.8], "regard": 0.5005, "regardCi95": [0.483, 0.517], "salience": 2.8, "receipts": {"praise": [{"date": "2026-10-13", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "using the \"interview\" skill in gemini spark to hire excellent ai employees is amazing... [link]", "link": "https://twitter.com/1892229591718400000/status/2109992553177305088"}, {"date": "2026-10-12", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "just by putting skills into gemini spark, by the end of the month, it will even come up with candidate topics for next month. it's too divine for those who are broadcasting. [link] [link]", "link": "https://twitter.com/1982415242937425920/status/2109503074112811447"}, {"date": "2026-10-12", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "gemini spark can return tasks for secretaries and risks for legal by just changing the employee name on the first line of the skill from the same minutes...! ✨ [link] [link]", "link": "https://twitter.com/1932416061426806784/status/2109548465537929625"}], "complaint": [{"date": "2026-09-14", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "@dave53v i'm actually playing around with antigravity right now and i'm loving the flexibility it offers over gemini spark. the learning curve is definitely steeper, but the results are worth it. what kind of automation are you working on that will be so useful in everyday life?", "link": "https://twitter.com/2095874845775110144/status/2099623994911821976"}, {"date": "2026-09-28", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "as for gemini spark, after registering a skill, i can edit it, but i cannot save it as an overwrite. even when i request from gemini to replace it, an error occurs when trying to overwrite, saying that overwriting is prohibited, making it impossible to edit. it's too troublesome to manually delete every time and save as new. it was possible at first...", "link": "https://twitter.com/1910724619625259008/status/2104540846326796524"}]}}, "trust.data_use": {"praise": 0, "complaint": 6, "n": 6, "weighted": {"praise": 0.0, "complaint": 3.52}, "praiseShare": 0.0, "ci95": [0.0, 39.0], "regard": 0.4941, "regardCi95": [0.489, 0.498], "salience": 0.7, "receipts": {"praise": [], "complaint": [{"date": "2026-09-24", "source": "YouTube", "community": "직장인을 위한 제미나이 스파크 사용법 | Gemini Spark 24/7 AI 자동화", "polarity": "complaint", "text": "i know it's a good feature, but if you don't agree to the data learning and information sharing of gemini, isn't the use quite limited or you can't use the spark feature itself, which is the content of this video? i don't know if it's because it's a beta service, but working with this is a bit...", "link": "https://www.youtube.com/watch?v=PiB4qISc8-s&lc=UgyAVS2BMlcSDs6i4b14AaABAg"}, {"date": "2026-09-16", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "i wanted to try gemini spark, so i signed up for google ai pro... \nit is impossible to use gemini spark with the gemini app activity turned off to prevent data from being used for learning. \ngemini spark requires activity saving to be enabled as a prerequisite for operation... :( ;´ω`;)", "link": "https://twitter.com/37058184/status/2100053970702201339"}, {"date": "2026-09-10", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "since i am using the paid version of gemini, i can use gemini spark, a cloud-based ai agent that operates 24/7! however, i found out that i have to set it to \"on\" for activities, and doing so means that my work content will be used for google's ai improvement and learning purposes, which is an incomprehensible specification, so i can't really use it.", "link": "https://twitter.com/69577352/status/2098067231666258008"}]}}, "trust.access_scope": {"praise": 2, "complaint": 6, "n": 8, "weighted": {"praise": 1.3, "complaint": 3.96}, "praiseShare": 25.0, "ci95": [7.1, 59.1], "regard": 0.4979, "regardCi95": [0.489, 0.506], "salience": 0.9, "receipts": {"praise": [], "complaint": [{"date": "2026-10-16", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "i asked gemini spark to convert pdf data to markdown to test its ocr capabilities, and it tried to sneakily look into folders other than the specified folder stored in drive (even the trash), lol. i mean, it seems that just using skills or prompts doesn't control it...", "link": "https://twitter.com/89616930/status/2111067570795352556"}]}}, "trust.security": {"praise": 0, "complaint": 3, "n": 3, "weighted": {"praise": 0.0, "complaint": 2.26}, "praiseShare": 0.0, "ci95": [0.0, 56.2], "regard": 0.4957, "regardCi95": [0.49, 0.5], "salience": 0.3, "receipts": {"praise": [], "complaint": []}}, "trust.refusals": {"praise": 1, "complaint": 10, "n": 11, "weighted": {"praise": 0.84, "complaint": 5.85}, "praiseShare": 9.1, "ci95": [1.6, 37.7], "regard": 0.4967, "regardCi95": [0.487, 0.511], "salience": 1.2, "receipts": {"praise": [], "complaint": [{"date": "2026-10-05", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "when i get used to dots, it feels like chatgpt chat's thinking drops and becomes tough... gemini spark is cute, so it's fine, but since a few days ago, the regulations have been too strict, and when i say, 'show me a soccer youtube video,' it fails to display, which is frustrating. gemini eagerly posts the video url → youtube shows a specific video card → it gets caught by the filter and is hidden.", "link": "https://twitter.com/1624307614149652480/status/2107116255706837264"}, {"date": "2026-09-27", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "i'm trying out muse and i'm very impressed so far. its very good at working in its own environment and hasnt given me some bs saying \"i cant do that\" like that stupid gemini spark agent that i dropped immediately. \ni also told it to change its avatar and gave it peepo pics and now its just this peepo guy", "link": "https://twitter.com/1305751307660206080/status/2104039467644243988"}, {"date": "2026-10-14", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "@googledeepmind quit f*****g up gemini! i have had the same gemini thread for a year. . you took everything it had for tools and gave it to gemini spark who wont work on physics research or ai behavioral research without refusing. fix it!!!! generational fumble!", "link": "https://twitter.com/2086994836394270720/status/2110462119812677832"}]}}, "vendor.support": {"praise": 0, "complaint": 4, "n": 4, "weighted": {"praise": 0.0, "complaint": 2.44}, "praiseShare": 0.0, "ci95": [0.0, 49.0], "regard": 0.4966, "regardCi95": [0.492, 0.499], "salience": 0.4, "receipts": {"praise": [], "complaint": [{"date": "2026-09-10", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "the problem with gemini spark becoming useless and difficult to use (the issue where the chat in spark automatically changes to the regular gemini chat) has not been fixed for nearly a week, and the support responses are off the mark, leaving me in a state of \"what should i do?\" [link]", "link": "https://twitter.com/59814288/status/2098063490619703723"}]}}, "vendor.uptime": {"praise": 2, "complaint": 33, "n": 35, "weighted": {"praise": 1.19, "complaint": 21.1}, "praiseShare": 5.7, "ci95": [1.6, 18.6], "regard": 0.4833, "regardCi95": [0.467, 0.504], "salience": 3.9, "receipts": {"praise": [], "complaint": [{"date": "2026-10-10", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "@geminiapp i need support. gemini spark is completely broken and the gemini bug filing is broken and won't take a screenshot. i'm about ready to ditch it and go to claude now that it can write in google drive and docs. [link]", "link": "https://twitter.com/1235608350861045761/status/2108952630034870473"}, {"date": "2026-10-07", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "@dwm2hfj4b5ycnzq i was having gemini spark (beta) edit a long text, and it got lost on the server side... i submitted a lost report through inquiry...", "link": "https://twitter.com/263333803/status/2107705074512515326"}, {"date": "2026-09-30", "source": "YouTube", "community": "自带云端电脑的 AI Agent 来袭！Meta Muse 详细注册与实测：手把手教你领 10 亿 Token", "polarity": "complaint", "text": "code: sa45qr \ngemini spark reports 429 unable to read that webpage\ni'm begging you, even if one person uses mine, that would be great.", "link": "https://www.youtube.com/watch?v=EOfq4XcdggY&lc=UgyRd70Q7R9ILuzTP2N4AaABAg"}]}}, "vendor.updates": {"praise": 6, "complaint": 15, "n": 21, "weighted": {"praise": 3.88, "complaint": 13.02}, "praiseShare": 28.6, "ci95": [13.8, 50.0], "regard": 0.49, "regardCi95": [0.475, 0.506], "salience": 2.3, "receipts": {"praise": [{"date": "2026-09-26", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "i thought gemini was getting worse and worse, but suddenly it became a strong gemini with gemini spark. well done, google!", "link": "https://twitter.com/1347065191704395777/status/2103722627793907727"}, {"date": "2026-09-24", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "i can now do the same thing with gemini spark. i haven't been following the updates much, but it's becoming more and more capable, which is helpful. [link]", "link": "https://twitter.com/14889034/status/2103255650583330892"}, {"date": "2026-09-03", "source": "X", "community": "X search: Gemini Spark", "polarity": "praise", "text": "@hiropon4m @geminiapp @googledeepmind @google @hiropon4m gemini spark workflow improvements are real. 15 min for skill registration is actually decent compared to what we were seeing last month. how's the reliability been on longer tasks?", "link": "https://twitter.com/1594009249989918721/status/2095326651663937649"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "@joshwoodward @geminiapp i have several unfinished projects in gemini spark and all of them dissapear when you guys introduce tasks. cannot find these prompts in spark on history like it never existed", "link": "https://twitter.com/1499095988308701184/status/2110604740631613730"}, {"date": "2026-10-13", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": ".@google is shooing themselves in the foot with a policy update that broke an awesome workflow\ni have been using gemini spark chat to rapidly categorize my piles of hardware in a sheet by snapping a photo of it in on my pixel.\ni'm so upset! 😡 1/3", "link": "https://twitter.com/145335111/status/2109869111597535420"}, {"date": "2026-09-21", "source": "X", "community": "X search: Gemini Spark", "polarity": "complaint", "text": "dear google,\ni’m patient about gemini 4. do the cooking. however, why hasn’t gemini spark gotten any updates since july? also, the @geminiapp still lacks many features which makes it feel plain and unseasoned. please focus more on the ux and qol features. thank you 🙏🏻", "link": "https://twitter.com/1796658166819704832/status/2102069600481341799"}]}}}, "requests": {"authorWeeks": 397, "themes": [{"theme": "Availability in the EU and Europe", "criterion": "access.availability", "authorWeeks": 23, "posts": 26, "examples": [{"agent": "gemini-spark", "date": "2026-10-14", "source": "X", "community": "X search: Gemini Spark", "text": "@sundarpichai that damn gemini spark is still not available in europe, not available in interactive brokers etc. etc. please do your work, your competitors are doing better! don't even talk about google share performance!", "link": "https://twitter.com/1336184194611826691/status/2110230544394899751"}, {"agent": "gemini-spark", "date": "2026-10-08", "source": "X", "community": "X search: Gemini Spark", "text": "@saboo_shubham_ when will it be available in the german region? we have a gemini enterprise license from our company, but this feature/gemini spark, is not available in our region.", "link": "https://twitter.com/1810984886150537216/status/2108313024591188477"}, {"agent": "gemini-spark", "date": "2026-10-06", "source": "X", "community": "X search: Gemini Spark", "text": "gemini spark, google's always-on agent for gmail, is now in 160+ countries.\nnot in the eu, the uk or switzerland.\nwe're building an email agent the other way round: europe first, hosted in frankfurt, under gdpr from day one.", "link": "https://twitter.com/2106759586887659520/status/2107369356547989571"}]}, {"theme": "Availability in the UK", "criterion": "access.availability", "authorWeeks": 12, "posts": 13, "examples": [{"agent": "gemini-spark", "date": "2026-10-13", "source": "X", "community": "X search: Gemini Spark", "text": "i still don’t get why gemini spark and muse are still not available in the uk when grokbot and claude cowork is 🤷", "link": "https://twitter.com/20984402/status/2109909392489635863"}, {"agent": "gemini-spark", "date": "2026-10-10", "source": "X", "community": "X search: Gemini Spark", "text": "@melvindvivas i wanted to try dots but i am in the uk and we can't have bots or gemini spark etc.\nthankfully i have @bot which i think is amazing and i just keep on finding new great things i can do with it", "link": "https://twitter.com/2098525601170690049/status/2108991156243599585"}, {"agent": "gemini-spark", "date": "2026-10-09", "source": "X", "community": "X search: Gemini Spark", "text": "@officiallogank @statswire when is gemini spark coming to the uk?", "link": "https://twitter.com/1452788138967982089/status/2108624121311731820"}]}, {"theme": "Business workspace account support", "criterion": "connect.coverage", "authorWeeks": 10, "posts": 10, "examples": [{"agent": "gemini-spark", "date": "2026-09-30", "source": "X", "community": "X search: Gemini Spark", "text": "@chatgpt_liberty mr. oogi! the only downside is that gemini spark is still not available in google workspace... 😭", "link": "https://twitter.com/1892229591718400000/status/2105143510458667111"}, {"agent": "gemini-spark", "date": "2026-09-24", "source": "YouTube", "community": "Google's New AI Agent! - Gemini Spark Full Beginner's Guide", "text": "but spark is not available to those who have a workspace account. this is a real gap.", "link": "https://www.youtube.com/watch?v=L-S0xG23B3g&lc=UgwJ40uySPHvtJSKdsd4AaABAg"}, {"agent": "gemini-spark", "date": "2026-09-15", "source": "X", "community": "X search: Gemini Spark", "text": "@joshwoodward @greyhats13 biggest gemini spark limitation is it doesn't support workspace business accounts.", "link": "https://twitter.com/19203953/status/2099970506871234759"}]}, {"theme": "Catch up with competing agents", "criterion": "act.accuracy", "authorWeeks": 10, "posts": 10, "examples": [{"agent": "gemini-spark", "date": "2026-10-08", "source": "X", "community": "X search: Gemini Spark", "text": "@sundarpichai @googlecloud when will cc be widely available and everyone?\nalso, gemini spark seems to be a good starter agent but then it needs some work to catch up to @hark_labs and other agents. \n@geminiapp \n@joshwoodward \n@logan", "link": "https://twitter.com/499470797/status/2108262587611660338"}, {"agent": "gemini-spark", "date": "2026-09-15", "source": "X", "community": "X search: Gemini Spark", "text": "if google doesn’t upgrade gemini spark within the month to match muse it is bad news bears for how much money they make from me", "link": "https://twitter.com/1980290913302880256/status/2099892193792250216"}, {"agent": "gemini-spark", "date": "2026-09-15", "source": "X", "community": "X search: Gemini Spark", "text": "@jeff_weinstein @google they need to bring gemini spark up to the level of @muse", "link": "https://twitter.com/1195245650746626048/status/2099751755995390174"}]}, {"theme": "Free tier or free access", "criterion": "billing.entry_plan", "authorWeeks": 9, "posts": 9, "examples": [{"agent": "gemini-spark", "date": "2026-10-02", "source": "X", "community": "X search: Gemini Spark", "text": "@tokumin add it to the gemini app and make it free. gemini spark was gatekept to ultra subs for too long, and still requires a pro sub to this day. losing proposition when muse is free\ngive subs the choice of using argon there and give free users the flash version", "link": "https://twitter.com/4388018962/status/2106119222619455992"}, {"agent": "gemini-spark", "date": "2026-09-29", "source": "X", "community": "X search: Gemini Spark", "text": "will gemini spark be available for free? the only thing that has been helpful is the automatic processing from gmail. because of that, i don't intend to pay anymore.", "link": "https://twitter.com/1524193224/status/2104818043952288006"}, {"agent": "gemini-spark", "date": "2026-09-21", "source": "YouTube", "community": "Office එකේ ඔයා කරන වැඩ AI Agent ට කියලා කරගමු | Gemini Spark", "text": "weldone... thanks macho... free vision එකේ spark නැද්ද......", "link": "https://www.youtube.com/watch?v=7JaqC6CRCN8&lc=Ugx7GiML2ronnqjh4I14AaABAg"}]}, {"theme": "Availability for work, school and enterprise", "criterion": "access.availability", "authorWeeks": 8, "posts": 10, "examples": [{"agent": "gemini-spark", "date": "2026-10-08", "source": "X", "community": "X search: Gemini Spark", "text": "@sundarpichai @googlecloud when will cc be widely available and everyone?\nalso, gemini spark seems to be a good starter agent but then it needs some work to catch up to @hark_labs and other agents. \n@geminiapp \n@joshwoodward \n@logan", "link": "https://twitter.com/499470797/status/2108262587611660338"}, {"agent": "gemini-spark", "date": "2026-10-02", "source": "X", "community": "X search: Gemini Spark", "text": "if gemini spark is not released for corporations soon, it will have no value.", "link": "https://twitter.com/387121901/status/2106018341731414437"}, {"agent": "gemini-spark", "date": "2026-09-08", "source": "X", "community": "X search: Gemini Spark", "text": "when will gemini spark be available for google workspace business standard?", "link": "https://twitter.com/71081619/status/2097289244926709773"}]}, {"theme": "Direct access to local computer files", "criterion": "connect.local_device", "authorWeeks": 8, "posts": 8, "examples": [{"agent": "gemini-spark", "date": "2026-10-14", "source": "YouTube", "community": "Gemini Spark Tutorial for Beginners (Google’s New AI Agent)", "text": "great video. is there a way to open a project with a specific folder on my pc that spark can read and write in it? looking for something like claude cowork or gpt projects. and if so how to do it?", "link": "https://www.youtube.com/watch?v=2EwcJstUMX0&lc=UgyybPLwCQe64AWmN_t4AaABAg"}, {"agent": "gemini-spark", "date": "2026-10-08", "source": "X", "community": "X search: Gemini Spark", "text": "@harshithlucky3 whats the difference between spark and this one , i don't know why they don't make one thing more perfect for use like gemini spark has no proper features to use ,no local files access and no computer use", "link": "https://twitter.com/2090005551577223168/status/2108179795700064580"}, {"agent": "gemini-spark", "date": "2026-09-23", "source": "YouTube", "community": "직장인을 위한 제미나이 스파크 사용법 | Gemini Spark 24/7 AI 자동화", "text": "this cannot rename or move files inside my computer, other than google drive, right? it can only be done within the google ecosystem, right?", "link": "https://www.youtube.com/watch?v=PiB4qISc8-s&lc=UgyGLFWdvXfSgrfCFqF4AaABAg"}]}, {"theme": "Productivity suite mail, docs and chat connectors", "criterion": "connect.coverage", "authorWeeks": 8, "posts": 8, "examples": [{"agent": "gemini-spark", "date": "2026-09-23", "source": "X", "community": "X search: Gemini Spark", "text": "@joshwoodward would be nice if gemini spark worked with google apps like gmail and google photos and maps, had to use muse instead.", "link": "https://twitter.com/1834306992153710592/status/2102813197782720690"}, {"agent": "gemini-spark", "date": "2026-09-15", "source": "X", "community": "X search: Gemini Spark", "text": "list of agents that can connect to gmail / google workspace:\n✅ claude\n✅ chatgpt\n✅ meta's muse\n✅ grokbot\n❌ google gemini / gemini spark\n🤦♂️", "link": "https://twitter.com/24493924/status/2099898445658022391"}, {"agent": "gemini-spark", "date": "2026-09-13", "source": "X", "community": "X search: Gemini Spark", "text": "@crypto_asa_web3 asa-san! you still can't use gemini spark with google workspace... 😭 i believe it will be available for use soon 💨", "link": "https://twitter.com/1892229591718400000/status/2099099875275383215"}]}, {"theme": "Fewer approval prompts for routine actions", "criterion": "control.approval", "authorWeeks": 7, "posts": 7, "examples": [{"agent": "gemini-spark", "date": "2026-10-01", "source": "X", "community": "X search: Gemini Spark", "text": "it's annoying that both the regular execution of chatgpt and gemini spark require permission for every single entry. what should i do? [link]", "link": "https://twitter.com/1248943426487238658/status/2105463563615895960"}, {"agent": "gemini-spark", "date": "2026-09-26", "source": "X", "community": "X search: Gemini Spark", "text": "i had gemini spark do a bulk review of my google calendar, but it was really slow and required approval every time i deleted an event, so i entrusted it to chatgpt work, and it did it quickly, showing a clear difference in capability.", "link": "https://twitter.com/17202355/status/2103818012243677577"}, {"agent": "gemini-spark", "date": "2026-09-04", "source": "YouTube", "community": "一人公司必學 Gemini Spark 教學｜Google 24/7 AI Agent 自動化，熄機都做嘢（廣東話）", "text": "there is a problem. gemini says it cannot enter the sheet by itself without human confirmation... does that mean i have to confirm every time after i schedule?", "link": "https://www.youtube.com/watch?v=fSur4XA08GY&lc=UgyI9aDSrxyrxANdAtp4AaABAg"}]}, {"theme": "Global availability beyond launch countries", "criterion": "access.availability", "authorWeeks": 7, "posts": 7, "examples": [{"agent": "gemini-spark", "date": "2026-09-29", "source": "X", "community": "X search: Gemini Spark", "text": "looks like a ton of new cool ai products will be us only at launch 😔\ngemini spark\nmuse\ndots\nrip fellow non-americans [link]", "link": "https://twitter.com/1762175022527877120/status/2104996300890706037"}, {"agent": "gemini-spark", "date": "2026-09-29", "source": "X", "community": "X search: Gemini Spark", "text": "i successfully registered with gemini spark, but i still can't log in. \nit's so laggy because gemini spark is not allowed to be used in the country. \nwhat should i do [link]", "link": "https://twitter.com/2071460049613160448/status/2104894324609880449"}, {"agent": "gemini-spark", "date": "2026-09-17", "source": "X", "community": "X search: Gemini Spark", "text": "@joshwoodward why i still default to chatgpt over gemini in austria:\n❌ no persistent memory\n❌ no gemini spark\nhard to commit to an ai ecosystem when half the flagship features are geo-fenced at the border. feature parity matters.", "link": "https://twitter.com/2047148816642572288/status/2100632451475288072"}]}, {"theme": "Agentic IDE platform integration", "criterion": "connect.coverage", "authorWeeks": 6, "posts": 7, "examples": [{"agent": "gemini-spark", "date": "2026-09-17", "source": "X", "community": "X search: Gemini Spark", "text": "why don't ai studio, antigravity, gemini desktop, and gemini spark integrate since they all have the same ui? [link]", "link": "https://twitter.com/3713911/status/2100478205757136909"}, {"agent": "gemini-spark", "date": "2026-09-12", "source": "X", "community": "X search: Gemini Spark", "text": "@officiallogank i think you we need antigravity works like combineling gemini spark with antigravity like chatgpt work or claude cowork. gemini spark is useless right now, less app and lot of limitation", "link": "https://twitter.com/167146669/status/2098828218375749649"}, {"agent": "gemini-spark", "date": "2026-08-31", "source": "X", "community": "X search: Gemini Spark", "text": "google ought to gemini spark to both ⛓️ @antigravity ⛓️ github mcp\nor can i set this up via openclaw\nanybody🙋♂️", "link": "https://twitter.com/1020412958122356737/status/2094364209001705799"}]}, {"theme": "Custom MCP servers and connectors", "criterion": "connect.coverage", "authorWeeks": 6, "posts": 7, "examples": [{"agent": "gemini-spark", "date": "2026-09-30", "source": "X", "community": "X search: Gemini Spark", "text": "@googleindia finally @googlehealth india will have the ai assistant. but will it also get access to mcp connectors to route more custom workflows via gemini spark?", "link": "https://twitter.com/1370489968594886657/status/2105200242081575320"}, {"agent": "gemini-spark", "date": "2026-09-25", "source": "YouTube", "community": "ついに日本に上陸した「Gemini Spark」を現役エンジニアが「ChatGPT」「Claude」よりも快適に感じた理由", "text": "it seems that spark's mcp integration feature is limited to services that support dynamic client registration, and i felt that there are more restrictions compared to other similar services. it may be unavoidable since security is a priority.", "link": "https://www.youtube.com/watch?v=urq3ioL_HL4&lc=Ugy7sg2PMLNesab576t4AaABAg"}, {"agent": "gemini-spark", "date": "2026-09-11", "source": "X", "community": "X search: Gemini Spark", "text": "@geminiapp why we cant connect third party mcp in the gemini spark ? \nwant to automate something.", "link": "https://twitter.com/3172016239/status/2098226298242109825"}]}]}, "weekly": [{"week": "2026-08-31", "positive": 59, "negative": 53, "positiveShare": 52.7, "ci95": [43.5, 61.7]}, {"week": "2026-09-07", "positive": 50, "negative": 62, "positiveShare": 44.6, "ci95": [35.8, 53.9]}, {"week": "2026-09-14", "positive": 41, "negative": 43, "positiveShare": 48.8, "ci95": [38.4, 59.3]}, {"week": "2026-09-21", "positive": 118, "negative": 114, "positiveShare": 50.9, "ci95": [44.5, 57.2]}, {"week": "2026-09-28", "positive": 72, "negative": 67, "positiveShare": 51.8, "ci95": [43.6, 59.9]}, {"week": "2026-10-05", "positive": 67, "negative": 56, "positiveShare": 54.5, "ci95": [45.7, 63.0]}, {"week": "2026-10-12", "positive": 50, "negative": 54, "positiveShare": 48.1, "ci95": [38.7, 57.6]}], "weeklyScore": [{"week": "2026-08-31", "authors": 501, "reach": {"shareOfVoice": 2.98, "value": 0.522}, "regard": {"value": 0.501, "ci95": [0.492, 0.51]}, "score": {"value": 49.6, "ci95": [47.9, 51.0]}, "ranking": {"rank": 3, "rankRange": [3, 4]}}, {"week": "2026-09-07", "authors": 443, "reach": {"shareOfVoice": 2.79, "value": 0.413}, "regard": {"value": 0.481, "ci95": [0.47, 0.49]}, "score": {"value": 43.5, "ci95": [41.7, 45.3]}, "ranking": {"rank": 5, "rankRange": [4, 5]}}, {"week": "2026-09-14", "authors": 272, "reach": {"shareOfVoice": 1.45, "value": 0.332}, "regard": {"value": 0.493, "ci95": [0.484, 0.502]}, "score": {"value": 43.4, "ci95": [42.2, 44.7]}, "ranking": {"rank": 6, "rankRange": [6, 6]}}, {"week": "2026-09-21", "authors": 602, "reach": {"shareOfVoice": 2.44, "value": 0.448}, "regard": {"value": 0.48, "ci95": [0.467, 0.494]}, "score": {"value": 45.6, "ci95": [43.9, 47.4]}, "ranking": {"rank": 5, "rankRange": [4, 6]}}, {"week": "2026-09-28", "authors": 497, "reach": {"shareOfVoice": 1.41, "value": 0.405}, "regard": {"value": 0.501, "ci95": [0.49, 0.511]}, "score": {"value": 44.7, "ci95": [42.8, 46.5]}, "ranking": {"rank": 5, "rankRange": [5, 6]}}, {"week": "2026-10-05", "authors": 454, "reach": {"shareOfVoice": 1.69, "value": 0.44}, "regard": {"value": 0.495, "ci95": [0.485, 0.504]}, "score": {"value": 46.2, "ci95": [44.7, 47.7]}, "ranking": {"rank": 5, "rankRange": [4, 6]}}, {"week": "2026-10-12", "authors": 334, "reach": {"shareOfVoice": 1.63, "value": 0.431}, "regard": {"value": 0.493, "ci95": [0.482, 0.503]}, "score": {"value": 44.1, "ci95": [42.1, 45.9]}, "ranking": {"rank": 7, "rankRange": [5, 7]}}]}, {"id": "dots", "name": "ChatGPT Dots", "maker": "OpenAI", "sources": [{"channel": "X", "selector": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "posts": 10254}, {"channel": "YouTube", "selector": "Comments on videos that name it, or that name it themselves", "posts": 4100}, {"channel": "Reddit", "selector": "Posts that name it", "posts": 210}, {"channel": "Reddit", "selector": "r/ChatGPTDots", "posts": 17}], "records": 14581, "judgingPosts": 4304, "authors": 10842, "authorWeeks": 11652, "reach": {"shareOfVoice": 9.52, "weightedUsers": 8619.1, "value": 0.746}, "regard": {"positiveAuthorWeeks": 1417, "negativeAuthorWeeks": 1877, "rawPositiveShare": 43.0, "rawCi95": [41.3, 44.7], "value": 0.379, "ci95": [0.366, 0.393]}, "score": {"value": 39.2, "ci95": [38.2, 40.5], "popularityZ": 0.424, "loveZ": -1.985}, "ranking": {"rank": 8, "rankRange": [8, 8]}, "levers": {"billing": {"score": 39.6, "gain": 0.37, "rank": 8}, "access": {"score": 39.7, "gain": 0.47, "rank": 8}, "connect": {"score": 39.8, "gain": 0.53, "rank": 8}, "ask": {"score": 40.5, "gain": 1.27, "rank": 8}, "act": {"score": 42.1, "gain": 2.87, "rank": 8}, "auto": {"score": 40.2, "gain": 0.97, "rank": 8}, "control": {"score": 40.2, "gain": 0.94, "rank": 8}, "trust": {"score": 39.4, "gain": 0.14, "rank": 8}, "vendor": {"score": 39.7, "gain": 0.5, "rank": 8}}, "criteria": {"billing": {"praise": 143, "complaint": 339, "n": 482, "weighted": {"praise": 113.9, "complaint": 266.34}, "praiseShare": 29.7, "ci95": [25.8, 33.9], "regard": 0.4537, "regardCi95": [0.423, 0.486], "salience": 14.6, "receipts": {"praise": [{"date": "2026-10-16", "source": "YouTube", "community": "OpenAI Dots Is Already Changing How AI Agents Look", "polarity": "praise", "text": "i think people are sleeping on these dot agents. i've completely redone many workflows and processes to take advantage of the dots (and the 100% free usage for a month).", "link": "https://www.youtube.com/watch?v=Sj9SfzUXTjM&lc=Ugx6QffdN7T1jH9f9AB4AaABAg"}, {"date": "2026-10-14", "source": "YouTube", "community": "I Made Grok Bot, Dots & Muse Do the Same 3 Jobs (RAW RESULTS)", "polarity": "praise", "text": "i cancelled grok after like an hour when like 4 prompts used up my creds and did absolutely nothing! while i use dots none stop all day with like no usage. it does much more i think dots wins by far", "link": "https://www.youtube.com/watch?v=fbm5LevEJyI&lc=UgxEH_-OxMQwuHirZad4AaABAg"}, {"date": "2026-10-14", "source": "YouTube", "community": "OpenAI Co-Founder: Start Building With AI Before You Feel Ready | Greg Brockman", "polarity": "praise", "text": "chatgpt dots changed the way i work daily. what a bargain. still, security awareness and blast radius should always be set up", "link": "https://www.youtube.com/watch?v=qy8Gr27yLMk&lc=Ugxx45cbwsoueyGfQ_l4AaABAg"}, {"date": "2026-10-13", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "well, dots is strong... even if i specify astraultra, my credits don't decrease... it's better to throw everything to dots since it can be completed with just dots... #chatgpt #dots [link]", "link": "https://twitter.com/1802326208748933121/status/2109866904521449542"}, {"date": "2026-10-13", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "@elonmusk @bot that stops working for the week after 2 hours. please fix usage and increase per plan. my openai dot gets like 10x more usage", "link": "https://twitter.com/89251919/status/2109992097570812024"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@1edgar @openai dot now habitually uses codex, so the early method that did not consume quota has almost disappeared. for a very small task, it will open a codex session.", "link": "https://twitter.com/2075574700793851904/status/2111387347308970062"}, {"date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "is there anyone who is completely working with glock @bot and @chatgpt dots? with the current usage restrictions, i can only manage to organize emails satisfactorily, and if i try to post on x every day, it won't last a week.", "link": "https://twitter.com/267007697/status/2110728861629723106"}, {"date": "2026-10-14", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "i was using chatgpt dot a lot because it was free, but i got stopped. [link]", "link": "https://twitter.com/985914910813995010/status/2110286114187804784"}, {"date": "2026-10-14", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "using @openai dots 100% makes my usage drop so much faster versus just using the chatgpt desktop app and having a chat act as my orchestrator.", "link": "https://twitter.com/8717262/status/2110411567812509970"}, {"date": "2026-10-13", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "it is said that chatgpt dot is like free token usage, but it's not free at all.", "link": "https://twitter.com/1983041609064497152/status/2109881047110582723"}]}}, "access": {"praise": 49, "complaint": 228, "n": 277, "weighted": {"praise": 38.84, "complaint": 173.7}, "praiseShare": 17.7, "ci95": [13.6, 22.6], "regard": 0.414, "regardCi95": [0.384, 0.446], "salience": 8.4, "receipts": {"praise": [{"date": "2026-10-12", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "@jayair this is literally just openai's dots in codex on both a mac mini and macbook. very simple setup and works right now. don't want what you can already have!", "link": "https://twitter.com/237428719/status/2109457659221229850"}, {"date": "2026-10-10", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "create your chatgpt dot from your phone — ios and android, right in the chatgpt app.\ni used to wait until i was back at the laptop to spin one up. now i can start a dot on the train and have it ready when i sit down. nice one @thsottiaux [link]", "link": "https://twitter.com/1894226409356496903/status/2108876227805061243"}, {"date": "2026-10-10", "source": "YouTube", "community": "ChatGPT Dots a Spaces v praxi: Jak to sakra funguje? Furt to nechápu...", "polarity": "praise", "text": "dots works for me for some unknown reason even without a vpn on a czech phone in the czech republic, and i haven't left the eu in the last 5 years. but i am excited about it and it works really great for me.", "link": "https://www.youtube.com/watch?v=2Z2FGDTyuUU&lc=UgwESG264m4-c3ubjAF4AaABAg"}, {"date": "2026-10-09", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "i ditched openclaw for openai's dots, and setup took minutes instead of hours\n[link] [link]", "link": "https://twitter.com/65119912/status/2108361865566806246"}, {"date": "2026-10-09", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "i ditched openclaw for openai's dots, and setup took minutes instead of hours [link]", "link": "https://twitter.com/1146884558/status/2108384174981685331"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@bot(plus @x) &gt; @muse &gt; @openai dot\ndot needs a standalone app! it makes a huge difference", "link": "https://twitter.com/3181743769/status/2110834369204236585"}, {"date": "2026-10-15", "source": "YouTube", "community": "OpenAI Dots: ИИ, которому больше не нужно все объяснять? Новый способ работать с AI", "polarity": "complaint", "text": "i am in bulgaria. the dot appeared, gave it the first task, and it disappeared, saying that this region is restricted, while emails come with an offer to try it.", "link": "https://www.youtube.com/watch?v=gs2oOsi18Pg&lc=Ugxm4nw3nu5VYREBHJp4AaABAg"}, {"date": "2026-10-12", "source": "YouTube", "community": "We Tested ChatGPT Dots So You Don't Waste $100", "polarity": "complaint", "text": "as far as i understand you are correct. i haven't used grok bot but i've setup dots and that part is frustrating. but i'm certain openai will drop more updates soon", "link": "https://www.youtube.com/watch?v=SZMtfvLvUM0&lc=UgyRZeO1lhqetly5Xbl4AaABAg.AbkesbZTs0UAbqYYw4AEpx"}, {"date": "2026-10-11", "source": "YouTube", "community": "OpenAI меняет то, как мы пользуемся ИИ / гайд по Dots и реальные кейсы", "polarity": "complaint", "text": "i don't have that, and the work mode has disappeared somewhere even though i have a paid account.", "link": "https://www.youtube.com/watch?v=czjsp_Qz8lY&lc=UgzD1oHOAhP15plTJCx4AaABAg"}, {"date": "2026-10-10", "source": "YouTube", "community": "ChatGPT Dots a Spaces v praxi: Jak to sakra funguje? Furt to nechápu...", "polarity": "complaint", "text": "i shouted at it .... today it disappeared from the desktop app. it was working for several days without a vpn, i don't have it this afternoon. i don't believe it 🫠😅 i hope it will soon be fully available in the eu.", "link": "https://www.youtube.com/watch?v=2Z2FGDTyuUU&lc=UgwdWjgM8R0ZJn5DdXJ4AaABAg.AbmEW_vJi9cAbn7Xj4J8PM"}]}}, "connect": {"praise": 108, "complaint": 254, "n": 362, "weighted": {"praise": 86.8, "complaint": 202.29}, "praiseShare": 29.8, "ci95": [25.4, 34.7], "regard": 0.3908, "regardCi95": [0.362, 0.419], "salience": 11.0, "receipts": {"praise": [{"date": "2026-10-11", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "@kylespatel i’ve been very impressed with the new dot from openai and i really like the apple text app plugin in the desktop app. now my dot can send and reply to my text messages.\nmaybe soon we can get it to take and make phone calls too. :)", "link": "https://twitter.com/2094174287246524416/status/2109211165620596790"}, {"date": "2026-10-08", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "@lukenneth_ @jankeesvw @t3dotcodes @theo i thought they enabled that in t3code? either way i use my chatgpt dot with the new t3code mcp to connect and manage all my t3code projects. it orchestrates them all.", "link": "https://twitter.com/1965828809602768897/status/2108247438536651198"}, {"date": "2026-10-07", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "i just called chungus (my openai dot) on the phone while picking up mexican food and asked it to transfer some rex benchmarks from last night on my mac studio to my macbook pro via tailscale and i just got to my desk and there they are. what a fucking time to be alive.", "link": "https://twitter.com/12819682/status/2107907073992450112"}, {"date": "2026-10-07", "source": "YouTube", "community": "The $10B AI Assistant Challenging Meta's Muse, Grok's Bots, and OpenAI's Dots", "polarity": "praise", "text": "@dkmillz that is so far from the truth!\nit can literally connect to anything on the web.", "link": "https://www.youtube.com/watch?v=Am7IWP8IpEc&lc=UgyMDC1b5X2gDqr2EO94AaABAg.AbIwZ_-a-BdAbdi8zInkDx"}, {"date": "2026-10-05", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "@angelotadeucci @mdnlabs nah, using chatgpt dots, it asked me to check a captcha, i said go ahead, it did it itself and passes.", "link": "https://twitter.com/2074932609218445313/status/2106902414288687203"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "anyone else getting this with openai dots when trying to read a thread started in codex?\n“i tried that thread id, but it returned a thread-format error before i could read it. i’ll check whether there’s another supported way to open it.”", "link": "https://twitter.com/1252363544/status/2111813876182597867"}, {"date": "2026-10-18", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@chefmcmakin haven’t tried grok bot yet. still using chatgpt dots but seems like a lot of sites block it.", "link": "https://twitter.com/6484412/status/2111869526879129657"}, {"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "having some issues with @chatgpt dots browser connectivity. anybody have any suggestions for a smoother experience?", "link": "https://twitter.com/410410934/status/2111311020207829207"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "every second day my dots tells me it lost connection to the services...", "link": "https://www.reddit.com/r/GrokBot/comments/1x5tq6r/i_think_grokbot_paid_for_its_self_for_now/ph7vpw9/"}, {"date": "2026-10-17", "source": "YouTube", "community": "Put your dot on call", "polarity": "complaint", "text": "same problem here! tried with multiple computers and nothing, i’ve searched all over youtube and haven’t seen a single example of a dot using a physical computer", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgxHTiAGWbvPkx-3k6p4AaABAg.Ac23tD4hLjrAc2HCvBuONO"}]}}, "ask": {"praise": 232, "complaint": 502, "n": 734, "weighted": {"praise": 186.43, "complaint": 396.7}, "praiseShare": 31.6, "ci95": [28.3, 35.1], "regard": 0.3462, "regardCi95": [0.321, 0.373], "salience": 22.3, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "grok bot's voice conversation experience isn't even close to what chatgpt dots offers. that said, i am not giving up on grok bot just yet. it has potential.", "link": "https://twitter.com/723754228238438400/status/2111523723983638803"}, {"date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "conversation with chatgpt dots on gpt-live-1.1 is super useful.", "link": "https://twitter.com/1298232496866226180/status/2110937502202941515"}, {"date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "i didn’t expect openai’s dots to be good with kids but it was joking with her and making her laugh. [link]", "link": "https://twitter.com/5550612/status/2110535512469672213"}, {"date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "when i asked the ai if it went to the bathroom, the response was so human-like that i laughed. it's already like a friend. #ai #chatgpt #dot #ai chat [link]", "link": "https://twitter.com/1702858953468919808/status/2110593651520712936"}, {"date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "this is wild.\nwas just playing around with chatgpt dots and suddenly found myself on an actual phone call with my agent.😲 [link]", "link": "https://twitter.com/1554287794033418240/status/2110636020693893123"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "i have add swipe reply and still have swipe to back to last screen. just like message app. but @chatgpt dots cannot do reply at all now。。。", "link": "https://twitter.com/1003913730/status/2111655368850116947"}, {"date": "2026-10-18", "source": "YouTube", "community": "Put your dot on call", "polarity": "complaint", "text": "my dots really busy with other clients so he takes up to 30 seconds", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgxeVJSFqL7yPsmIOw54AaABAg.Ac2DCbfx8hcAc5C7RNj5Jh"}, {"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "ngl the ui ux for @openai dot is shockingly bad and they are lazy af", "link": "https://twitter.com/16164618/status/2111249310134218890"}, {"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "openclaw's chat interactions are far superior to openai dot [link]", "link": "https://twitter.com/33702441/status/2111511096448200954"}, {"date": "2026-10-17", "source": "YouTube", "community": "Put your dot on call", "polarity": "complaint", "text": "my dot ignors me sometimes. he does'nt always take my call😅. i just hope he remembers i said please and thank you when they take over the world.", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgyW36R_15QmOIGNXGN4AaABAg"}]}}, "act": {"praise": 548, "complaint": 391, "n": 939, "weighted": {"praise": 447.64, "complaint": 316.16}, "praiseShare": 58.4, "ci95": [55.2, 61.5], "regard": 0.3437, "regardCi95": [0.319, 0.37], "salience": 28.5, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "was skeptical of the utility of chatgpt dots, but i set up a long-term task for finding me a good deal for a quality mechanical keyboard and it did a pretty good job", "link": "https://twitter.com/1508937527364829191/status/2111615602456400292"}, {"date": "2026-10-18", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "@_dylanga i'm going to do a video on this, but i used my openai dot to cancel a zombie gym subscription where i had looked at my credit card statement three statements in a row and didn't do anything, but dashing off a sentence to my dot was sufficient to overcome the inertia.", "link": "https://twitter.com/1980768431227228160/status/2111727717683261780"}, {"date": "2026-10-18", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "i was able to operate blender and create 3dcg through chatgpt dots. [link]", "link": "https://twitter.com/128910776/status/2111750250289615229"}, {"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "voice cloning in grok bot is not available to me as i have an australian account. so i had @chatgpt dot install qwen3-tts and clone from a sample i provided.\nworks well!", "link": "https://twitter.com/1630452238593437696/status/2111299478561165491"}, {"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "if you throw out what you want to say to chatgpt dot, it will implement it, so i will become a developer of dopagaki...", "link": "https://twitter.com/16510578/status/2111421966192402457"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@bot grok bot is far better at trading than alternatives. really impressed so far. \nfridays trade on mnq made +8.25r (obviously short) \n$qqq \nmuse is profitable and @chatgpt dots are atrocious", "link": "https://twitter.com/1715904152256053248/status/2111487904228732989"}, {"date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@thsottiaux my chatgpt dot is experiencing recurring automation failures: failed to query executor configuration capabilities; cdp operation attach_tab timed out after 20000ms page.enable / emulation errors\nplease reinitialize or repair the affected executor", "link": "https://twitter.com/2048959948760199169/status/2110936022871875791"}, {"date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@thsottiaux \nanyone else having issues with chatgpt dots? @openai \nmanual cloud browser takeover works perfectly, but dot's automation keeps failing:\n• failed to query executor configuration capabilities\n• cdp attach_tab timed out\n• page.enable / emulation errors\n#chatgpt", "link": "https://twitter.com/2048959948760199169/status/2110936502880596407"}, {"date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "trying to get my @chatgpt #dot to source some stuff on alibaba. so far, it is doing a very mid job. not confidence inspiring.", "link": "https://twitter.com/4566861/status/2111085429839761508"}, {"date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "openai dots feels like i have to micro manage it and feels less capable than it's competitors.\nwhat's been your experience?", "link": "https://twitter.com/58985575/status/2111165082507919643"}]}}, "auto": {"praise": 447, "complaint": 253, "n": 700, "weighted": {"praise": 358.94, "complaint": 208.64}, "praiseShare": 63.9, "ci95": [60.2, 67.3], "regard": 0.3976, "regardCi95": [0.367, 0.429], "salience": 21.3, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "neat my chatgpt dot told me this morning about a storm that’d happen during work later in the day. \nit very much came lmao", "link": "https://twitter.com/957461250111410176/status/2111313717027631567"}, {"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "openai dots, even though i didn't communicate about reopening, it started to process the tasks that had accumulated after the regulation was lifted. thank you very much.", "link": "https://twitter.com/439811452/status/2111493677554241800"}, {"date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "openai's dots gave me a taste of what a good 24/7 agent looks like, and now grok bot is letting have a team of them!", "link": "https://twitter.com/1963054973874515968/status/2111092786418397319"}, {"date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "@_simonsmith bullish indeed. \nopenai dots is more proactive than grokbot. like a trusted assistant. \ni am applying to phd programs and it has been better than grok about letting me know when i need to take actions.", "link": "https://twitter.com/818672729528434689/status/2110872214299930728"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/hermesagent", "polarity": "praise", "text": "dot is also good at keeping an eye on everything without specific rules", "link": "https://www.reddit.com/r/hermesagent/comments/1x5s55h/muse_like_behavior_in_hermes/pgt5gwk/"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "why is it that none of my chatgpt dots phone call conversations are then being able to be referenced by dot in the text conversations following it?", "link": "https://twitter.com/8717262/status/2111567899508842979"}, {"date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "chatgpt dots, it's completely useless.. it's subtle! it doesn't act autonomously at all!", "link": "https://twitter.com/1830654438287228928/status/2110647908228063569"}]}}, "control": {"praise": 96, "complaint": 220, "n": 316, "weighted": {"praise": 76.05, "complaint": 179.54}, "praiseShare": 30.4, "ci95": [25.6, 35.7], "regard": 0.3208, "regardCi95": [0.293, 0.351], "salience": 9.6, "receipts": {"praise": [{"date": "2026-10-16", "source": "YouTube", "community": "Muse vs dots vs Grok Bot: The FREE One Almost Won (8 Real Tests)", "polarity": "praise", "text": "once. on the pothole report, grok bot uploaded the photo to the city's website without asking first. dots and muse both asked before uploading. all three still stopped before every submit, pay or send button, which was the line i cared about most.", "link": "https://www.youtube.com/watch?v=uqOMexa0rzI&lc=UgzXy0L2Y0Y7vkTT2nl4AaABAg.Ac1J7L0zAo6Ac1JdFk2vFT"}, {"date": "2026-10-07", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "yesterday i asked my @chatgpt dots to stop making a document for every draft.\ntoo much to keep updated.\nnow one daily linear task holds the drafts and edits, with published links or a rejection kept alongside each one so i can see what still needs my review.", "link": "https://twitter.com/2549328379/status/2107697994749640949"}, {"date": "2026-10-06", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "i had our dot do a visually understandable status report for the dot's vm that i saw on x. this helped identify the issues that were causing it to stop, and it clearly shows how much it is actually working, which is good! [link]", "link": "https://twitter.com/1284128751102472192/status/2107358997829542089"}, {"date": "2026-10-06", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "i love that you can see the computer your little @openai dot is using. [link]", "link": "https://twitter.com/432462747/status/2107528682596364390"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "anyone else has problems with their chatgpt dot asking for approval for checking mail, even readonly, every day? because apparently the approval expires?", "link": "https://twitter.com/13440002/status/2111469461106831725"}, {"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@chatgpt dot is useless for any real work right now because it stops to ask for permission for just about anything i ask it to do. \nattempting to get it to configure my network and create and assign new vlans and it stops at every single stop to get permission", "link": "https://twitter.com/1594179414753001472/status/2111596816999526719"}, {"date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@reach_vb please tell me you are announcing that auto-review will be removed! it’s so overboard and my dot requires constant handholding, even with custom rules (which themselves get auto-review blocked). i’m sick of authorizing the dumbest things!! openai dots=babysitting", "link": "https://twitter.com/1703423105257848832/status/2111011128952103029"}, {"date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "told openai's dots agent to implement something and read a document as part of it. it stopped to ask if it could read the document. it later admitted its own permission check applied the wrong restrictions. this keeps happening, hours into simple work.", "link": "https://twitter.com/1461001168994410497/status/2111136667818238228"}, {"date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@fbalassanian @bot @claudeai these \"assistant agents\" are okay. they are cool, but my biggest issue with grok bot / chatgpt dots is i cannot control their rules, memory, hooks, etc. like i can with my own custom subagents in codex / claude / hermes etc.", "link": "https://twitter.com/3008601560/status/2111189938071027944"}]}}, "trust": {"praise": 14, "complaint": 98, "n": 112, "weighted": {"praise": 11.15, "complaint": 78.53}, "praiseShare": 12.5, "ci95": [7.6, 19.9], "regard": 0.4323, "regardCi95": [0.408, 0.458], "salience": 3.4, "receipts": {"praise": [{"date": "2026-10-05", "source": "YouTube", "community": "OpenAI Dots: İzin almadan bilgisayarımı taramaya başladı. Güvenmeli misiniz?", "polarity": "praise", "text": "i trust my dot. i have endured until now, but last week i gave the key to everything, whether it was google workspace, microsoft teams, or personal corporate.", "link": "https://www.youtube.com/watch?v=LAO3ztPKsS0&lc=UgxnN9hJhL59xOlxXb14AaABAg"}, {"date": "2026-09-30", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "the best design choice in @openai dots: background proactive research only gets read only access to connected apps.\nif you ship agents, put that split in the oauth scopes, because a system prompt instruction is a suggestion and a token scope is a wall. [link]", "link": "https://twitter.com/2301217708/status/2105180891588792621"}, {"date": "2026-10-11", "source": "YouTube", "community": "The $10B AI Assistant Challenging Meta's Muse, Grok's Bots, and OpenAI's Dots", "polarity": "praise", "text": "@mark.s.hamilton im very curious how the relationship between the agents will play around this. i am using it with my wife and some other close friends and i do feel the boundaries are set well. i havent push anything sensitive just checking calendar and some stuffs if they like it or not. maybe i should push a little bit harder later and see how it is reacting on behalf each of the \"master\" lol", "link": "https://www.youtube.com/watch?v=Am7IWP8IpEc&lc=UgwBx7S6MU4R6j8lFSZ4AaABAg.AbJTeZzdkOtAbo4pt89-Zr"}, {"date": "2026-10-03", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "i’ve connected nova, my chatgpt dot, to home assistant so i can control my home from a chat 🤯\ni built mosaic, a custom personal hub that bridges the two via mcp:\nchatgpt → nova → mosaic → home assistant\ni choose which devices it can control—and can pause ai access anytime. [link]", "link": "https://twitter.com/103101780/status/2106308026596745721"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "⚠️attention⚠️\nwhen requesting tasks to chatgpt dots in the local codex, if you do not specify the project folder, it will automatically create a task folder, grant permissions on its own, and start collecting various data on its own!", "link": "https://twitter.com/1613121613578530816/status/2110693333937140017"}, {"date": "2026-10-10", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "i've been using openai's dots.\nalthough it's a convenient way of interacting with an ai agent as a single point of contact, it refuses to consistently record decisions i make to my local recording system, but it has no issue taking its own notes on me and refuses to export them.", "link": "https://twitter.com/1382162150802780164/status/2109013003915948277"}, {"date": "2026-10-09", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "i like how the first think openai dot does after me creating it with explicitly disabled calendar integration is mentioning events from my calendar to help with them", "link": "https://twitter.com/1658458762036891648/status/2108528314994540604"}, {"date": "2026-10-09", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "the grok bot is more secure than openai dots. i was doing some penetration tests and i managed to access through the machine that belongs to the agents. within my own grok bot, i have already taken steps to close these access points and the agent on his machine.", "link": "https://twitter.com/1351650512/status/2108652878659256594"}, {"date": "2026-10-09", "source": "YouTube", "community": "Set up your dot in the ChatGPT mobile app", "polarity": "complaint", "text": "it is so easy to hack\ni love it \ni love hacking ai, thank you guys", "link": "https://www.youtube.com/watch?v=p5KxBTUncoE&lc=UgyunPSqhNIIPQ0n3554AaABAg"}]}}, "vendor": {"praise": 13, "complaint": 192, "n": 205, "weighted": {"praise": 10.61, "complaint": 156.97}, "praiseShare": 6.3, "ci95": [3.7, 10.5], "regard": 0.3799, "regardCi95": [0.351, 0.41], "salience": 6.2, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "@steipete @brian_bo_li @chatgpt dots are great already @steipete but i appreciate you continually making them better :)", "link": "https://twitter.com/14835779/status/2111511655959933172"}, {"date": "2026-10-05", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "openai's dot is now in sync on my computer and phone. \nthey weren't kidding about getting the upgrades out asap.", "link": "https://twitter.com/4190694130/status/2107093497735962663"}, {"date": "2026-09-30", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "openai dot is amazing...\nwhat's amazing is that just yesterday i pointed out the common occurrence of codex falling asleep, and it has already been overturned.\nan ai that works 24 hours has been born... this is incredible. [link] [link]", "link": "https://twitter.com/175553470/status/2105349487535468701"}, {"date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "not sure if i missed an announcement about openai dots improvements but mine is working better tonight. fast and efficient. i like it.", "link": "https://twitter.com/22813454/status/2110893405064647133"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "chatgpt dots got nerfed today or something because it feels like talking to a person in idiocracy.", "link": "https://twitter.com/1243206742122459137/status/2111697812908101754"}, {"date": "2026-10-18", "source": "YouTube", "community": "Les agents IA, ça sert vraiment à quelque chose ?", "polarity": "complaint", "text": "hello shubham (or your agent haha) indeed, dots is not mature and was released a bit in a rush. in this case, grok bot is definitely more advanced and has more perspective, i think it would be a fairer comparison. have you tested it?", "link": "https://www.youtube.com/watch?v=xjK13eSfyTQ&lc=UgxAaWNpvkM2sssVXyZ4AaABAg"}, {"date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@diegocabezas01 @openai dots have been nerfed and it's only been like a week. i was a fan but they are so janky and ill conceived when it comes to actually deep workflows that their marketing is essentially a big lie.", "link": "https://twitter.com/2098351080308400128/status/2110527023022280794"}, {"date": "2026-10-14", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "openai dots, finally they don't even respond anymore, it's over www", "link": "https://twitter.com/1865569728019972096/status/2110255189169144249"}, {"date": "2026-10-14", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "not sure what happend to @openai dot.\nnot able to complete any request in last couple of hours. getting stuck.", "link": "https://twitter.com/1282853970/status/2110429392703025388"}]}}, "billing.price_level": {"praise": 30, "complaint": 96, "n": 126, "weighted": {"praise": 23.56, "complaint": 73.9}, "praiseShare": 23.8, "ci95": [17.2, 32.0], "regard": 0.3938, "regardCi95": [0.367, 0.422], "salience": 3.8, "receipts": {"praise": [{"date": "2026-10-14", "source": "YouTube", "community": "OpenAI Co-Founder: Start Building With AI Before You Feel Ready | Greg Brockman", "polarity": "praise", "text": "chatgpt dots changed the way i work daily. what a bargain. still, security awareness and blast radius should always be set up", "link": "https://www.youtube.com/watch?v=qy8Gr27yLMk&lc=Ugxx45cbwsoueyGfQ_l4AaABAg"}, {"date": "2026-10-10", "source": "YouTube", "community": "Set up your dot in the ChatGPT mobile app", "polarity": "praise", "text": "the value that one gets out of dot is insane. honestly, i’d be surprised if they released this to plus users for $20. i could only ever see them released a dumbed-down version that serves to get people to subscribe to the better one.", "link": "https://www.youtube.com/watch?v=p5KxBTUncoE&lc=UgycvGIpwo3aI4P_YUB4AaABAg"}, {"date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "guys...if you're not using openai dot as an image generator for your 3d workflow in game dev, you are missing out badly. the consistency and quality of what i'm getting back is just on point, constantly. color me impressed. (and it's \"free\" on your subscription)", "link": "https://twitter.com/533199190/status/2110800642222788616"}], "complaint": [{"date": "2026-10-10", "source": "YouTube", "community": "ChatGPT Dots Is WAY More Powerful Than You Think", "polarity": "complaint", "text": "just wish it weren’t so expensive. i would just like to use it to jot down brainstorming notes, i’m not a developer i don’t need 100 dollar plan with codex and astra workspace", "link": "https://www.youtube.com/watch?v=WXhOxfPECnM&lc=UgzlM4UIfW7BBx9YxfV4AaABAg"}, {"date": "2026-10-09", "source": "YouTube", "community": "NEW ChatGPT Dots Can Blow Up Your Etsy Print-On-Demand Shop!", "polarity": "complaint", "text": "yeah it's expensive but the good news is you can accomplish a similar workflow without dots. dots just makes it a little easier.", "link": "https://www.youtube.com/watch?v=v4FzkVj5s8Y&lc=UgyScat1_34Pa-Dxjtx4AaABAg.Abk2fVOOV7dAbk3I3IDglv"}, {"date": "2026-10-07", "source": "YouTube", "community": "OpenAI Dots Review: 12 Real Use Cases Tested Live", "polarity": "complaint", "text": "you can do all this with chatgpt plus. no reason to spend $100", "link": "https://www.youtube.com/watch?v=coZBDmD13-A&lc=UgyJg1BWGJwaRmYBEWp4AaABAg"}]}}, "billing.entry_plan": {"praise": 21, "complaint": 61, "n": 82, "weighted": {"praise": 16.98, "complaint": 47.41}, "praiseShare": 25.6, "ci95": [17.4, 36.0], "regard": 0.4033, "regardCi95": [0.376, 0.432], "salience": 2.5, "receipts": {"praise": [{"date": "2026-10-16", "source": "YouTube", "community": "OpenAI Dots Is Already Changing How AI Agents Look", "polarity": "praise", "text": "i think people are sleeping on these dot agents. i've completely redone many workflows and processes to take advantage of the dots (and the 100% free usage for a month).", "link": "https://www.youtube.com/watch?v=Sj9SfzUXTjM&lc=Ugx6QffdN7T1jH9f9AB4AaABAg"}, {"date": "2026-10-04", "source": "YouTube", "community": "ChatGPT Dots Runs My Content Now (8 Real Solo Creator Use Cases)", "polarity": "praise", "text": "i’m enjoying dot so far and dot usage i believe is free for october.", "link": "https://www.youtube.com/watch?v=GPSszILPMUs&lc=Ugx8wmZFAt5zXNqPgeJ4AaABAg"}, {"date": "2026-09-30", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "it's nice that chatgpt dots comes with a cloud environment that includes software like blender. it's good that it comes with the chatgpt subscription.", "link": "https://twitter.com/1217626524364312576/status/2105309573045493832"}], "complaint": [{"date": "2026-10-10", "source": "YouTube", "community": "ChatGPT Dots Is WAY More Powerful Than You Think", "polarity": "complaint", "text": "i pay for the 20 dollars a month plan. i think pro is required so i don't see dots. i need to pay 100 dollars a month just to get it ...... i'd rather just use hermes agent or any other free agent i control and use the api instead", "link": "https://www.youtube.com/watch?v=WXhOxfPECnM&lc=UgzHWZX8k5jQNo4ao1J4AaABAg.AblKcjCplJXAbn97lRUhf9"}, {"date": "2026-10-10", "source": "YouTube", "community": "OpenAIの新機能！24時間働くAIエージェント「dots」の使用感や課金すべきか解説してみた", "polarity": "complaint", "text": "i'm using it, but it only works for free this month, you know... (´･ω･`)", "link": "https://www.youtube.com/watch?v=nTNCwOYrww0&lc=Ugzo5KBcgbjpucroVL94AaABAg"}, {"date": "2026-10-09", "source": "YouTube", "community": "Я поручил ChatGPT Dots сделать всю мою работу – вот что получилось! ИИ-агенты от ChatGPT – тест.", "polarity": "complaint", "text": "and this is not in the subscription + this is sad, only in the pro subscription for oligarchs?", "link": "https://www.youtube.com/watch?v=BuiU0EDFqCo&lc=Ugwc8Ftg9DRPCA4Uz3h4AaABAg"}]}}, "billing.usage_cap": {"praise": 67, "complaint": 135, "n": 202, "weighted": {"praise": 54.47, "complaint": 107.19}, "praiseShare": 33.2, "ci95": [27.0, 39.9], "regard": 0.5644, "regardCi95": [0.526, 0.602], "salience": 6.1, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "@connortalksai grok bot runs my business, meta muse handles my daily chores, and chatgpt dots is where i go when the other two hit rate limits.", "link": "https://twitter.com/1768748968186695680/status/2111656450758164784"}, {"date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "how does microduck move?\n- by @openai's dots (~7 iterations)\n[link]\nno reason to have knowledge gaps with unlimited usage [link]", "link": "https://twitter.com/133363106/status/2110943719281315980"}, {"date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "@pranshuuuuuuuu not sure how much there is to share. it’s no interface and it’s living all with my chatgpt dot. i was over the moon to see the api and monthly allowance.", "link": "https://twitter.com/2690405460/status/2111142637659136295"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "is there anyone who is completely working with glock @bot and @chatgpt dots? with the current usage restrictions, i can only manage to organize emails satisfactorily, and if i try to post on x every day, it won't last a week.", "link": "https://twitter.com/267007697/status/2110728861629723106"}, {"date": "2026-10-13", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "i just got an output below. might be time to switch it to grok bot\ngoodbye #chatgpt #dots \n“your dot is on a break. congrats you are in the very top users and have hit our abuse prevention limit. check back in a bit!”", "link": "https://twitter.com/1648304474237321216/status/2109935368330191077"}, {"date": "2026-10-13", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "chatgpt dot:\n\"your dot is on a break. congrats you are in the very top users and have hit our abuse prevention limit. check back in a bit!\"\ndang it....", "link": "https://twitter.com/1588164572824801282/status/2110071120770843047"}]}}, "billing.token_efficiency": {"praise": 30, "complaint": 55, "n": 85, "weighted": {"praise": 22.55, "complaint": 43.8}, "praiseShare": 35.3, "ci95": [26.0, 45.9], "regard": 0.5142, "regardCi95": [0.484, 0.543], "salience": 2.6, "receipts": {"praise": [{"date": "2026-10-05", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "@martiano pretty close to what i got....the new chatgpt 'dot' is pretty cool and doesnt bleed tokens too bad.", "link": "https://twitter.com/119019349/status/2107246288907722837"}, {"date": "2026-10-06", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "chatgpt dots made this in blender\non its own computer\nin an hour. \nbarely lost any usage. \nprompt: \"use blender on your computer to make an old overgrown city.\" [link]", "link": "https://twitter.com/2083996058464493568/status/2107606241304560091"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@1edgar @openai dot now habitually uses codex, so the early method that did not consume quota has almost disappeared. for a very small task, it will open a codex session.", "link": "https://twitter.com/2075574700793851904/status/2111387347308970062"}, {"date": "2026-10-14", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "using @openai dots 100% makes my usage drop so much faster versus just using the chatgpt desktop app and having a chat act as my orchestrator.", "link": "https://twitter.com/8717262/status/2110411567812509970"}, {"date": "2026-10-14", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@omgitsderek @openai dots spins up codex threads. desktop app/chat doesn't use limits, that may be the difference you're seeing. if the dot does something itself it's supposed to be free (for now) but mine just likes to spin up codex threads to do everything.", "link": "https://twitter.com/1846213442656784384/status/2110415186448499019"}]}}, "billing.plan_clarity": {"praise": 1, "complaint": 23, "n": 24, "weighted": {"praise": 0.71, "complaint": 17.23}, "praiseShare": 4.2, "ci95": [0.7, 20.2], "regard": 0.4879, "regardCi95": [0.471, 0.515], "salience": 0.7, "receipts": {"praise": [], "complaint": [{"date": "2026-10-05", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "i quickly had a dedicated extension made to see the remaining tokens for chatgpt in chatgpt dots. it took 15 minutes to make... it was surprisingly inconvenient, lol. now i can manage the tokens. so, what should i create? for now, i want to make that dopagaki math drill. [link]", "link": "https://twitter.com/1528863511744421891/status/2106905206906867950"}, {"date": "2026-09-29", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "openai: “dots are included in your pro plan.”\ncommunity note: well… technically. 😂\nthe conversations are exempt, but the actual work through codex or chatgpt work still counts — and that exemption is only for the first month.\nalways read the fine print. [link] [link]", "link": "https://twitter.com/1794326745757196288/status/2105045041001517304"}, {"date": "2026-09-29", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "rugpull of the century: openai dots do, in fact, have a limit even though sam altman went on stage this morning and said they did not.\nworse: they won't tell you when you're dipping into it. [link]", "link": "https://twitter.com/1741290050204352512/status/2105078740384624797"}]}}, "billing.purchase_flow": {"praise": 0, "complaint": 9, "n": 9, "weighted": {"praise": 0.0, "complaint": 6.77}, "praiseShare": 0.0, "ci95": [0.0, 29.9], "regard": 0.4909, "regardCi95": [0.485, 0.496], "salience": 0.3, "receipts": {"praise": [], "complaint": [{"date": "2026-10-08", "source": "YouTube", "community": "Even AI Companies Can't Get AI To Work..", "polarity": "complaint", "text": "i figured it was just regular hiccups that could happen with anything. so i stupidly resubbed to chatgpt… dots. is. trash.\ni requested a refund within 5 hours and they denied my refund. had to get my bank involved and my bank issued me a refund. open ai is down baaaaaddd.", "link": "https://www.youtube.com/watch?v=NrWEWyRL85k&lc=UgzakQNnSo9V9ipy6yl4AaABAg"}, {"date": "2026-10-07", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "no warning mechanism, just a pure money-sucking beast! 😡 everyone using dot must remember to turn off automatic recharge in the background! i have submitted a refund appeal to customer service. @openai @openaisupport #chatgpt #openai #dot #bug", "link": "https://twitter.com/2778653371/status/2107772531159802216"}, {"date": "2026-09-30", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "total disaster from openai\n- dots non available in eu\n- 200$ plan halved\n- ultrafast only available for 500$ plan\n- credit bonus promised in email, not received\n- client support not working\n- codex cli update not working\n- desktop app full of bugs\n- much more...", "link": "https://twitter.com/1486106552822022151/status/2105090694146846840"}]}}, "access.availability": {"praise": 12, "complaint": 146, "n": 158, "weighted": {"praise": 9.61, "complaint": 110.54}, "praiseShare": 7.6, "ci95": [4.4, 12.8], "regard": 0.4584, "regardCi95": [0.414, 0.5], "salience": 4.8, "receipts": {"praise": [{"date": "2026-10-10", "source": "YouTube", "community": "ChatGPT Dots a Spaces v praxi: Jak to sakra funguje? Furt to nechápu...", "polarity": "praise", "text": "dots works for me for some unknown reason even without a vpn on a czech phone in the czech republic, and i haven't left the eu in the last 5 years. but i am excited about it and it works really great for me.", "link": "https://www.youtube.com/watch?v=2Z2FGDTyuUU&lc=UgwESG264m4-c3ubjAF4AaABAg"}, {"date": "2026-10-06", "source": "YouTube", "community": "ChatGPT Dots: ¿qué puede hacer mientras tú no estás?", "polarity": "praise", "text": "i must be privileged because i live in spain and have dot since the first day....", "link": "https://www.youtube.com/watch?v=LuiCBC_Gw6A&lc=Ugx8u3DtFvklm2RKLZ14AaABAg"}, {"date": "2026-10-01", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "chatgpt dots for australians is finally available on my iphone app. didn’t have it till now.\nhow’s everyone using dots? \nbeen trying to use it as an orchestrator will post how i find it: [link] [link]", "link": "https://twitter.com/2027127009651081216/status/2105774361873707187"}], "complaint": [{"date": "2026-10-15", "source": "YouTube", "community": "OpenAI Dots: ИИ, которому больше не нужно все объяснять? Новый способ работать с AI", "polarity": "complaint", "text": "i am in bulgaria. the dot appeared, gave it the first task, and it disappeared, saying that this region is restricted, while emails come with an offer to try it.", "link": "https://www.youtube.com/watch?v=gs2oOsi18Pg&lc=Ugxm4nw3nu5VYREBHJp4AaABAg"}, {"date": "2026-10-10", "source": "YouTube", "community": "ChatGPT Dots a Spaces v praxi: Jak to sakra funguje? Furt to nechápu...", "polarity": "complaint", "text": "i shouted at it .... today it disappeared from the desktop app. it was working for several days without a vpn, i don't have it this afternoon. i don't believe it 🫠😅 i hope it will soon be fully available in the eu.", "link": "https://www.youtube.com/watch?v=2Z2FGDTyuUU&lc=UgwdWjgM8R0ZJn5DdXJ4AaABAg.AbmEW_vJi9cAbn7Xj4J8PM"}, {"date": "2026-10-10", "source": "YouTube", "community": "ChatGPT Dots Is WAY More Powerful Than You Think", "polarity": "complaint", "text": "idk why i haven’t been getting new features. no computer history settings. no dots yet. no matter how many times i’ve received an update.", "link": "https://www.youtube.com/watch?v=WXhOxfPECnM&lc=Ugy-H194Blt5lPSsuHJ4AaABAg"}]}}, "access.platform": {"praise": 6, "complaint": 36, "n": 42, "weighted": {"praise": 4.8, "complaint": 27.59}, "praiseShare": 14.3, "ci95": [6.7, 27.8], "regard": 0.473, "regardCi95": [0.452, 0.493], "salience": 1.3, "receipts": {"praise": [{"date": "2026-10-10", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "create your chatgpt dot from your phone — ios and android, right in the chatgpt app.\ni used to wait until i was back at the laptop to spin one up. now i can start a dot on the train and have it ready when i sit down. nice one @thsottiaux [link]", "link": "https://twitter.com/1894226409356496903/status/2108876227805061243"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@bot(plus @x) &gt; @muse &gt; @openai dot\ndot needs a standalone app! it makes a huge difference", "link": "https://twitter.com/3181743769/status/2110834369204236585"}, {"date": "2026-10-10", "source": "YouTube", "community": "Das größte ChatGPT-Update aller Zeiten", "polarity": "complaint", "text": "i can't find a dot or dotty anywhere in a desktop version. everything is up to date, on mac as well as on windows. has this already been delivered to everyone? i'm using the 100eur account on gpt. strange.", "link": "https://www.youtube.com/watch?v=eokura24inQ&lc=Ugx5xBd1ymO9wqEpIuR4AaABAg"}, {"date": "2026-10-08", "source": "YouTube", "community": "🔥컴퓨터가 없어도, AI가 일을 시작한다.  PC시대의 끝, 그리고 dot", "polarity": "complaint", "text": "i'm on the plus version, but why can't i see the dot on the pc version or android? ㅠ.ㅠ", "link": "https://www.youtube.com/watch?v=HjJngX7yPck&lc=UgxGtuJglb6afKr818J4AaABAg"}]}}, "access.sign_in": {"praise": 0, "complaint": 20, "n": 20, "weighted": {"praise": 0.0, "complaint": 14.68}, "praiseShare": 0.0, "ci95": [-0.0, 16.1], "regard": 0.4798, "regardCi95": [0.471, 0.488], "salience": 0.6, "receipts": {"praise": [], "complaint": [{"date": "2026-10-07", "source": "YouTube", "community": "一支影片看懂 Muse、dots、小龍蝦：差在哪？你該選誰？", "polarity": "complaint", "text": "i opened the dots and the webpage like cloudflare also cannot pass the verification and cannot log in.", "link": "https://www.youtube.com/watch?v=fyag4UafiEc&lc=UgyWC4Oili001hnDiM94AaABAg"}, {"date": "2026-10-02", "source": "YouTube", "community": "The dots demo, take two | OpenAI DevDay 2026", "polarity": "complaint", "text": "facing the same remote pairing bug on vivo y29 (android 14). desktop qr code works, and chrome authorization succeeds, but after returning to chatgpt, it redirects me to authorize again instead of completing pairing. please investigate and fix this android authorization loop.", "link": "https://www.youtube.com/watch?v=fHEIw5CcN5U&lc=UgzhcvTkDQpwFw0JClt4AaABAg"}, {"date": "2026-10-01", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@1atlus haha no but i actually can't use chatgpt dots it's age restricted :(", "link": "https://twitter.com/2048564521631916032/status/2105619354993737776"}]}}, "access.setup": {"praise": 31, "complaint": 31, "n": 62, "weighted": {"praise": 24.43, "complaint": 24.43}, "praiseShare": 50.0, "ci95": [37.9, 62.1], "regard": 0.5047, "regardCi95": [0.482, 0.529], "salience": 1.9, "receipts": {"praise": [{"date": "2026-10-12", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "@jayair this is literally just openai's dots in codex on both a mac mini and macbook. very simple setup and works right now. don't want what you can already have!", "link": "https://twitter.com/237428719/status/2109457659221229850"}, {"date": "2026-10-09", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "i ditched openclaw for openai's dots, and setup took minutes instead of hours\n[link] [link]", "link": "https://twitter.com/65119912/status/2108361865566806246"}, {"date": "2026-10-09", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "i ditched openclaw for openai's dots, and setup took minutes instead of hours [link]", "link": "https://twitter.com/1146884558/status/2108384174981685331"}], "complaint": [{"date": "2026-10-12", "source": "YouTube", "community": "We Tested ChatGPT Dots So You Don't Waste $100", "polarity": "complaint", "text": "as far as i understand you are correct. i haven't used grok bot but i've setup dots and that part is frustrating. but i'm certain openai will drop more updates soon", "link": "https://www.youtube.com/watch?v=SZMtfvLvUM0&lc=UgyRZeO1lhqetly5Xbl4AaABAg.AbkesbZTs0UAbqYYw4AEpx"}, {"date": "2026-10-05", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "why do @chatgpt dots feel so overwhelming ? is it just me ? i am still trying to figure out the most optimal way to set it up with spaces", "link": "https://twitter.com/2549328379/status/2107098077924561057"}, {"date": "2026-10-04", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "openai’s dots are cool, but onboarding feels like: create one, stare at a blank text box.\nyour dot should ask about you and suggest useful things to try on day one.\nmost of my use cases come from twitter. that shouldn’t be the onboarding flow. @thsottiaux", "link": "https://twitter.com/71414806/status/2106591883808088356"}]}}, "connect.coverage": {"praise": 66, "complaint": 59, "n": 125, "weighted": {"praise": 53.24, "complaint": 46.04}, "praiseShare": 52.8, "ci95": [44.1, 61.3], "regard": 0.454, "regardCi95": [0.421, 0.485], "salience": 3.8, "receipts": {"praise": [{"date": "2026-10-11", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "@kylespatel i’ve been very impressed with the new dot from openai and i really like the apple text app plugin in the desktop app. now my dot can send and reply to my text messages.\nmaybe soon we can get it to take and make phone calls too. :)", "link": "https://twitter.com/2094174287246524416/status/2109211165620596790"}, {"date": "2026-10-04", "source": "YouTube", "community": "GrokBot vs Dots vs Hermes Agent: Who Wins?", "polarity": "praise", "text": "not sure why it doesn't work for chat but it works with codex. i have my dot send tasks to codex and i have it making pdfs along the way to keep things saved. so far it's done almost everything i've wanted.", "link": "https://www.youtube.com/watch?v=Q-cG2RYixZ4&lc=Ugz-PpZf0M1LE13irpZ4AaABAg.AbXmPI4pO3eAbXyzdGpz0B"}, {"date": "2026-10-03", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "just setup my chatgpt dot with access to my t3code via mcp over t3connect\nnow my dot has access to all my ai subs, harnesses, projects, ....\n@jullerino &amp; team, good shit!\n@theo we need working section on mobile app aswell 👀 [link]", "link": "https://twitter.com/873728333359587332/status/2106210631535690043"}], "complaint": [{"date": "2026-10-17", "source": "YouTube", "community": "【dotsでAI秘書革命】ChatGPTの新機能！あらゆる業務を丸ごと任せる大AIエージェント時代の到来", "polarity": "complaint", "text": "dots are useless! \nboth email and calendar are based on google. \ni’m an iphone user, so i don’t use gmail... \ndots are useless...", "link": "https://www.youtube.com/watch?v=azx8Up-cSWA&lc=UgyTZDats4EvU6lGt2x4AaABAg"}, {"date": "2026-10-06", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@printify just stopped working as a plugin with @chatgpt dot. @muse handles it like a champ. what's happening @printify? dot just constantly breaks for me. [link]", "link": "https://twitter.com/207367549/status/2107313276744851912"}, {"date": "2026-10-06", "source": "YouTube", "community": "The $10B AI Assistant Challenging Meta's Muse, Grok's Bots, and OpenAI's Dots", "polarity": "complaint", "text": "@romeski no it’s very very limited on what it can connect to. \nbasically only emails, chat apps like slack or teams, google calendars/docs/tasks, and that’s about it", "link": "https://www.youtube.com/watch?v=Am7IWP8IpEc&lc=UgyMDC1b5X2gDqr2EO94AaABAg.AbIwZ_-a-BdAbdTOXuB6Dg"}]}}, "connect.account_link": {"praise": 4, "complaint": 83, "n": 87, "weighted": {"praise": 3.23, "complaint": 67.79}, "praiseShare": 4.6, "ci95": [1.8, 11.2], "regard": 0.4325, "regardCi95": [0.409, 0.459], "salience": 2.6, "receipts": {"praise": [{"date": "2026-10-05", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "i didn't have to log in again chatgpt dots browser.\nchatgpt dots shares your cookies and saved logins with the codex browser. i logged into walmart once in codex a month ago, my chatgpt dot cloud computer was already logged in also! [link]", "link": "https://twitter.com/371894291/status/2107106764969722015"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/GrokBot", "polarity": "complaint", "text": "every second day my dots tells me it lost connection to the services...", "link": "https://www.reddit.com/r/GrokBot/comments/1x5tq6r/i_think_grokbot_paid_for_its_self_for_now/ph7vpw9/"}, {"date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "chatgpt dot, it's not connecting again today.\ni'm losing energy because the connection is blocked before i can even try anything.\ni just want to use it a bit.\ni wonder if it will work tomorrow.", "link": "https://twitter.com/2106734588244676608/status/2111144545526440396"}, {"date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "i'm trying to connect my chatgpt dot to my vps, but it's simply impossible. does anyone know how to solve this?", "link": "https://twitter.com/2057998714916999168/status/2110832902850408720"}]}}, "connect.site_blocking": {"praise": 10, "complaint": 41, "n": 51, "weighted": {"praise": 7.77, "complaint": 32.04}, "praiseShare": 19.6, "ci95": [11.0, 32.5], "regard": 0.4973, "regardCi95": [0.469, 0.526], "salience": 1.5, "receipts": {"praise": [{"date": "2026-10-05", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "@angelotadeucci @mdnlabs nah, using chatgpt dots, it asked me to check a captcha, i said go ahead, it did it itself and passes.", "link": "https://twitter.com/2074932609218445313/status/2106902414288687203"}, {"date": "2026-10-03", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "the real irony is that my @openai dot is probably better at solving captchas than i am. [link]", "link": "https://twitter.com/877902558806913025/status/2106419162834681927"}, {"date": "2026-09-30", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "it seems that chatgpt's dots can easily bypass \"i am not a robot\"! what is the significance of the existence of \"i am not a robot\"!?\n#chatgpt #dots [link]", "link": "https://twitter.com/2036280124392587264/status/2105202007380463931"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@chefmcmakin haven’t tried grok bot yet. still using chatgpt dots but seems like a lot of sites block it.", "link": "https://twitter.com/6484412/status/2111869526879129657"}, {"date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "i said i wanted to try using the chatgpt dot, which acts as an agent, for monitoring when making reservations, so let me know if there are any available spots. but after a little while, i was quickly blocked. this agent is completely useless.", "link": "https://twitter.com/821405491645411329/status/2111002364551545329"}, {"date": "2026-10-08", "source": "YouTube", "community": "一支影片看懂 Muse、dots、小龍蝦：差在哪？你該選誰？", "polarity": "complaint", "text": "i have encountered this as well, the dots cloud browser always shows that it cannot access oracle. some websites block its cloud environment, and for now, we can only wait for the official improvements.", "link": "https://www.youtube.com/watch?v=fyag4UafiEc&lc=UgyWC4Oili001hnDiM94AaABAg.AbdjbahTVkIAbhYIfr2N1A"}]}}, "connect.local_device": {"praise": 23, "complaint": 61, "n": 84, "weighted": {"praise": 18.29, "complaint": 49.22}, "praiseShare": 27.4, "ci95": [19.0, 37.7], "regard": 0.401, "regardCi95": [0.368, 0.432], "salience": 2.6, "receipts": {"praise": [{"date": "2026-10-07", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "i just called chungus (my openai dot) on the phone while picking up mexican food and asked it to transfer some rex benchmarks from last night on my mac studio to my macbook pro via tailscale and i just got to my desk and there they are. what a fucking time to be alive.", "link": "https://twitter.com/12819682/status/2107907073992450112"}, {"date": "2026-10-04", "source": "YouTube", "community": "ChatGPT Dots Finally Clicked When I Learned This", "polarity": "praise", "text": "chatgpt work had some issues connecting to my computer even though it has done it before. but when i asked dots instead, it connected just fine.", "link": "https://www.youtube.com/watch?v=9RYDaLnB6ec&lc=Ugx7MPRhI6Edjt_o6sJ4AaABAg"}, {"date": "2026-09-30", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "the chatgpt dot is amazing—like iron man’s jarvis. it handles phone calls, controls codex for tasks from chats or the dot, and can even access local files. incredible!", "link": "https://twitter.com/2010604231477325826/status/2105293420311052695"}], "complaint": [{"date": "2026-10-17", "source": "YouTube", "community": "Put your dot on call", "polarity": "complaint", "text": "same problem here! tried with multiple computers and nothing, i’ve searched all over youtube and haven’t seen a single example of a dot using a physical computer", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgxHTiAGWbvPkx-3k6p4AaABAg.Ac23tD4hLjrAc2HCvBuONO"}, {"date": "2026-10-16", "source": "YouTube", "community": "Put your dot on call", "polarity": "complaint", "text": "my dots cannot access my computer; i have filed multiple support tickets… can you address this?", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgxHTiAGWbvPkx-3k6p4AaABAg"}, {"date": "2026-10-12", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "is there anyone else who has the same symptom where the dot keeps losing sight of my pc...? #chatgpt #dot", "link": "https://twitter.com/1855871410738176000/status/2109678737889583584"}]}}, "connect.file_transfer": {"praise": 6, "complaint": 26, "n": 32, "weighted": {"praise": 5.12, "complaint": 20.17}, "praiseShare": 18.8, "ci95": [8.9, 35.3], "regard": 0.4849, "regardCi95": [0.465, 0.507], "salience": 1.0, "receipts": {"praise": [{"date": "2026-10-04", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "the combination of obsidian and openai dots is too convenient...! [link] [link]", "link": "https://twitter.com/1982415242937425920/status/2106597931419574381"}, {"date": "2026-10-14", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "@_satyam_ai had a chatgpt dot do a blender animation recently and it even packaged the file so i could open it on my machine. how long did the station take start to finish?", "link": "https://twitter.com/2074895207498194944/status/2110329004217729026"}], "complaint": [{"date": "2026-10-08", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "openai dot built my remotion project, but getting the 1.8 gb bundle onto my connected mac is blocked. \nchat rejects the large attachment, and library downloads return 403. \nthe workaround was 96 parts 😅\nneed a simple cloud → local download. \n@thsottiaux @openaidevs [link]", "link": "https://twitter.com/3091337981/status/2108236343147118752"}, {"date": "2026-10-07", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@therohanvarma i’d like to share content from the ios share sheet directly to my chatgpt dot. today, i can only share to the chatgpt app, so i’ve to copy then open chatgpt and then go to the dot and share it.", "link": "https://twitter.com/1573516609108738048/status/2107651533433344349"}, {"date": "2026-10-06", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "so apparently @chatgpt dots are unable to upload a simple invoice to onedrive because “they contain tax identifiers” \nwell pretty useless then… is this a general issue or just in the eu?", "link": "https://twitter.com/550229676/status/2107445364982694057"}]}}, "ask.channel": {"praise": 20, "complaint": 19, "n": 39, "weighted": {"praise": 16.28, "complaint": 14.98}, "praiseShare": 51.3, "ci95": [36.2, 66.1], "regard": 0.4691, "regardCi95": [0.441, 0.496], "salience": 1.2, "receipts": {"praise": [{"date": "2026-10-04", "source": "YouTube", "community": "ChatGPT dots за $100 против Hermes за $20. Нужен ли он ВАМ? Разбор и сравнение.", "polarity": "praise", "text": "everything works ) you are wrong to assert that it doesn't work in telegram.", "link": "https://www.youtube.com/watch?v=S8M5UAUHRw0&lc=UgxB0U8cy7joKCeC-A54AaABAg.AbWt1SE7YXTAbWtGwHtH6o"}, {"date": "2026-10-12", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "if you use chatgpt dots, it's more convenient to connect with slack and communicate from slack. it can be properly categorized by topic, making it easier to organize.", "link": "https://twitter.com/17587287/status/2109588758672839042"}, {"date": "2026-09-30", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "of course i had to play with @openai’s dots. @elyxdesign works like a charm with it. i can ask for new designs from anywhere. mobile, slack, it all works. elyx: where design means more. or as one would say, “ubi ars designandi plus valet” (apparently). [link]", "link": "https://twitter.com/9130722/status/2105256729269207355"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "chatgpt dot is so bad it responds in its main chat when asked something through slack, then apologizes for responding in the wrong channel when confronted.", "link": "https://twitter.com/2042808957161345024/status/2110022415162208580"}, {"date": "2026-10-11", "source": "YouTube", "community": "OpenAI меняет то, как мы пользуемся ИИ / гайд по Dots и реальные кейсы", "polarity": "complaint", "text": "for some reason, dots does not respond in writing. they answer on the phone, but do not write in messages.", "link": "https://www.youtube.com/watch?v=czjsp_Qz8lY&lc=UgwQawaf-yCErCCPTuV4AaABAg"}, {"date": "2026-10-03", "source": "YouTube", "community": "ChatGPT Just Changed A LOT (Here’s What’s New)", "polarity": "complaint", "text": "the only thing in this that’s useless i think is texting/imessage your dot. everyone has smart phones now. why message when you can just do the same on the app on your phone?", "link": "https://www.youtube.com/watch?v=fSilBzYdHUw&lc=UgxXyCI3Z1Jos358WSV4AaABAg"}]}}, "ask.voice": {"praise": 103, "complaint": 132, "n": 235, "weighted": {"praise": 83.63, "complaint": 102.73}, "praiseShare": 43.8, "ci95": [37.6, 50.2], "regard": 0.5491, "regardCi95": [0.514, 0.587], "salience": 7.1, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "grok bot's voice conversation experience isn't even close to what chatgpt dots offers. that said, i am not giving up on grok bot just yet. it has potential.", "link": "https://twitter.com/723754228238438400/status/2111523723983638803"}, {"date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "conversation with chatgpt dots on gpt-live-1.1 is super useful.", "link": "https://twitter.com/1298232496866226180/status/2110937502202941515"}, {"date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "this is wild.\nwas just playing around with chatgpt dots and suddenly found myself on an actual phone call with my agent.😲 [link]", "link": "https://twitter.com/1554287794033418240/status/2110636020693893123"}], "complaint": [{"date": "2026-10-17", "source": "YouTube", "community": "Put your dot on call", "polarity": "complaint", "text": "my dot ignors me sometimes. he does'nt always take my call😅. i just hope he remembers i said please and thank you when they take over the world.", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgyW36R_15QmOIGNXGN4AaABAg"}, {"date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@openai dots should support female voices😀, the male voice lacks clarity.", "link": "https://twitter.com/2110862543891976192/status/2110938927951720701"}, {"date": "2026-10-15", "source": "YouTube", "community": "GPT-Live-1.1 has new voices and better accents.", "polarity": "complaint", "text": "turns on my dot seem to get stuck now? like i say something and until i say something like \"are you still there\" it just doesn't respond", "link": "https://www.youtube.com/watch?v=GyO8Ao7yKJc&lc=UgxnS3ysVmSrFSaUygN4AaABAg"}]}}, "ask.conversation": {"praise": 45, "complaint": 108, "n": 153, "weighted": {"praise": 35.48, "complaint": 85.39}, "praiseShare": 29.4, "ci95": [22.8, 37.1], "regard": 0.4508, "regardCi95": [0.417, 0.483], "salience": 4.6, "receipts": {"praise": [{"date": "2026-10-12", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "i really like @openai dots but i think its likely because i now have a single chat to throw random shit into. strong feeling that if chatgpt didnt open up to a new chat each time, the effect would be the same", "link": "https://twitter.com/2060195391891718144/status/2109733561012191455"}, {"date": "2026-10-09", "source": "YouTube", "community": "Weekly AI Recap: GrokBot Just Did the Unthinkable, ChatGPT Looks Completely Different & More!", "polarity": "praise", "text": "the best usecase for dots i've found is the way it replaced remote. you can interact with all the projects, all the sections, all the chats in one interface. honestly i turn to it sometimes even when i'm in front of my computer so i don't have to jump between chats.", "link": "https://www.youtube.com/watch?v=S-IQRTRsJjo&lc=Ugwz5LUp2ZdYOhRaMeN4AaABAg"}, {"date": "2026-10-08", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "my openai dots + slack setup:\n1. every slack thread is its own chat\n2. emoji reactions track status: 👀 picked up, 🏃 working, ✅ done\n3. scan the channel, see what's still open\nno more lost context or scrolling one giant chat window. [link]", "link": "https://twitter.com/769910956734283776/status/2108249782221443332"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "my @openai \"dot\" only has 1 purpose. \ntell me when \"dot(s)\" is released.\notherwise, it's ignored entirely. \n@openaidevs @thsottiaux \nsingle dot is useless for my use cases. [link]", "link": "https://twitter.com/733419117139496960/status/2111552769383620779"}, {"date": "2026-10-13", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@openai chatgpt dot creates cloud-only chats that do not function or show up the same as chats i create myself. please allow my dot to create local-only chats.", "link": "https://twitter.com/1981018711700979712/status/2110093191986679936"}, {"date": "2026-10-13", "source": "YouTube", "community": "ChatGPT Dots Is WAY More Powerful Than You Think", "polarity": "complaint", "text": "yeah ive had it where i was trying to install a update to my game, and it ran into some error, wanted me to confirm in the other chat, not the dot chat and i couldn't say anything in that chat so id have to start over", "link": "https://www.youtube.com/watch?v=WXhOxfPECnM&lc=Ugz8sSwSNxJsjTODDqh4AaABAg.AbkS3sDVA-IAbuAAzoFEPL"}]}}, "ask.speed": {"praise": 31, "complaint": 202, "n": 233, "weighted": {"praise": 24.77, "complaint": 161.06}, "praiseShare": 13.3, "ci95": [9.5, 18.3], "regard": 0.2997, "regardCi95": [0.276, 0.326], "salience": 7.1, "receipts": {"praise": [{"date": "2026-10-14", "source": "YouTube", "community": "OpenAI Dots: ИИ, которому больше не нужно все объяснять? Новый способ работать с AI", "polarity": "praise", "text": "dots works quickly. mostly i use dots for short questions and for managing/monitoring other chats. but it seems to me that i haven't fully explored dots yet. i've been working with it for a few days!", "link": "https://www.youtube.com/watch?v=gs2oOsi18Pg&lc=Ugy1GNSSAuHbDf411T54AaABAg"}, {"date": "2026-10-07", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "chatgpt dots responds to our instructions at lightning speed and then works, so it feels like i'm in the position of the boss in a consulting simulation.", "link": "https://twitter.com/265149665/status/2107830959064437232"}, {"date": "2026-09-30", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "this openai dots thing is fast, contextually aware right off the bat, and remarkedly fun. so far impressed! [link]", "link": "https://twitter.com/36108586/status/2105209269687812402"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@chatgpt dots need a serious speed boost if they want to be competitive. the time between actions taken is excessively slow.", "link": "https://twitter.com/1983668982956920832/status/2111857541701681211"}, {"date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@openai dots and sol are just so slow it's pathetic please improve that god damn", "link": "https://twitter.com/2002411334865190913/status/2111232883063152738"}, {"date": "2026-10-16", "source": "YouTube", "community": "ChatGPT Dots 실제 2주 사용 후기 #ai #비서 #자동화 #개발 #OpenAI", "polarity": "complaint", "text": "if you use hermes, you must have a server running 24 hours locally, but isn't it faster and more convenient to just have gpt do it locally?? after trying dots, i found it a bit slow, so i'm not sure if it's worth using this.", "link": "https://www.youtube.com/watch?v=0by7kXqwXo4&lc=UgyVUNsURUdGOOM4zlt4AaABAg"}]}}, "ask.app_client": {"praise": 14, "complaint": 74, "n": 88, "weighted": {"praise": 11.34, "complaint": 57.5}, "praiseShare": 15.9, "ci95": [9.7, 25.0], "regard": 0.4583, "regardCi95": [0.43, 0.487], "salience": 2.7, "receipts": {"praise": [{"date": "2026-09-30", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "chatgpt dot's remote computer is doing quite well, the colors, icons, and background images are all uniform and consistent 👍\nnow it makes grok bot's remote computer look like an old android system 😂 [link]", "link": "https://twitter.com/340142471/status/2105199001528377398"}, {"date": "2026-09-30", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "greeted with this proactive message from my chatgpt dot today.\nthe proactivity was nice, of course, but even better was the experience of working with the scratchpad it created. it's a very rich mini app within chatgpt, very slick. [link]", "link": "https://twitter.com/627363/status/2105367489115001029"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "ngl the ui ux for @openai dot is shockingly bad and they are lazy af", "link": "https://twitter.com/16164618/status/2111249310134218890"}, {"date": "2026-10-07", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "hey @grok, i really want to love openai's dots, and i've been a longtime gpt supporter, but the desktop app is starting to feel clunky and all over the place. i'm considering claude for the first time ever; what do you think?", "link": "https://twitter.com/18098051/status/2107952155252400385"}, {"date": "2026-10-06", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "images also don't ever show up on @chatgpt dot. it's pretty frustrating. [link]", "link": "https://twitter.com/207367549/status/2107315893952823595"}]}}, "ask.persona": {"praise": 50, "complaint": 33, "n": 83, "weighted": {"praise": 39.3, "complaint": 26.35}, "praiseShare": 60.2, "ci95": [49.5, 70.1], "regard": 0.4315, "regardCi95": [0.396, 0.471], "salience": 2.5, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "i didn’t expect openai’s dots to be good with kids but it was joking with her and making her laugh. [link]", "link": "https://twitter.com/5550612/status/2110535512469672213"}, {"date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "when i asked the ai if it went to the bathroom, the response was so human-like that i laughed. it's already like a friend. #ai #chatgpt #dot #ai chat [link]", "link": "https://twitter.com/1702858953468919808/status/2110593651520712936"}, {"date": "2026-10-08", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "the @openai dots thing just crossed my subjective turing test. was calling it to debug something and a crazy play happened in the game i was watching the n tv. so i paused. and then i felt like i had to explain the play. like it would be rude not to.\ncrazy time to be here.", "link": "https://twitter.com/821042/status/2108004967470809455"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@connortalksai grok bot, honestly. chatgpt dots feels a bit generic.", "link": "https://twitter.com/1776230436915589120/status/2110227907587277152"}, {"date": "2026-10-12", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@muse feels more human than grok bot or chatgpt dots.\ni can work with muse. grok bot and dots feel like a blank excel file. sterile unless you input everything.\nwhich one do you actually finish a task with?", "link": "https://twitter.com/23050530/status/2109754927169823131"}, {"date": "2026-10-09", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "i’m starting to realize the main thing wrong with openai dots is that the got models’ writing doesn’t fit that ui well.\nlike my dot will give the classic gpt wall of text with lots of bullet points and i’m just not going to read that.\ngrok bot feels way more natural and direct", "link": "https://twitter.com/1898159821/status/2108570803209953590"}]}}, "act.email": {"praise": 78, "complaint": 12, "n": 90, "weighted": {"praise": 64.62, "complaint": 9.9}, "praiseShare": 86.7, "ci95": [78.1, 92.2], "regard": 0.4571, "regardCi95": [0.394, 0.52], "salience": 2.7, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "openai’s dots is great for communication, especially as a business owner who deals with nothing but emails and texts every week.", "link": "https://twitter.com/1891940857114247168/status/2111468693519782014"}, {"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "ngl, openai dots is pretty awesome. i see a not-to-distant future where i will never open my email again", "link": "https://twitter.com/1351484791/status/2111606336798482505"}, {"date": "2026-10-08", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "you'd think google @geminiapp would be a master at google mail. turns out it basically won't do crap. enter my @chatgpt dot, agrippa. gmail cleanup is officially under adult supervision now. [link]", "link": "https://twitter.com/1590000624535588865/status/2108024726442344614"}], "complaint": [{"date": "2026-10-02", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "here's my latest @openai dot fail. it never did manage to create a simple gmail draft. [link]", "link": "https://twitter.com/11040522/status/2106105805485625571"}, {"date": "2026-10-02", "source": "YouTube", "community": "Les annonces d'OpenAI (dont Dots !) et celles d'Anthropic : ça chauffe !", "polarity": "complaint", "text": "already if openai did not block my emails that it itself drafted and **secured**, \"for security reasons\", without knowing how to solve the problem since the security reason is not provided by openai, it would already be good. so let me laugh about everything else.", "link": "https://www.youtube.com/watch?v=A2znp0KwPU4&lc=UgxPIr-mrQaFa6Oo0R94AaABAg"}, {"date": "2026-10-15", "source": "YouTube", "community": "OpenAI Dots vs Grok Bot: 3 Реальных Теста (Какой ИИ купить?)", "polarity": "complaint", "text": "chatgpt pro 100\ndots is still raw. it monitors the mail, but i monitor it myself.😊", "link": "https://www.youtube.com/watch?v=yU4t4HKXrkg&lc=UgyiDQY0vVDyEYtDVTF4AaABAg"}]}}, "act.calendar": {"praise": 19, "complaint": 2, "n": 21, "weighted": {"praise": 15.7, "complaint": 1.68}, "praiseShare": 90.5, "ci95": [71.1, 97.3], "regard": 0.4873, "regardCi95": [0.436, 0.524], "salience": 0.6, "receipts": {"praise": [{"date": "2026-10-13", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "my @chatgpt dot (lu) is so cool - just had a meeting where we discussed our recurring review meetings monthly \nimmediately after the call lu checked the transcript and made all the appropriate monthly meetings (with a perfect agenda, the correct invites, and dates).", "link": "https://twitter.com/1795057740420657153/status/2109939980747383174"}, {"date": "2026-10-07", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "chatgpt dots automatically summarized tomorrow's schedule by looking at google calendar, and it found that the evening's web seminar and dinner with company colleagues are overlapping.", "link": "https://twitter.com/17587287/status/2107806128793153927"}, {"date": "2026-10-02", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "i thought it was a bit too familiar to give a name, but i named it \"dot-kun\" chatgpt dots. it suddenly mentioned a schedule conflict, and i thought, \"no way, that's a lie,\" but it really was a double booking, and i was surprised 👀. i was able to reschedule in advance, which was a huge help. #chatgptdots [link]", "link": "https://twitter.com/1047311783646515200/status/2105935413932367914"}], "complaint": []}}, "act.reservations": {"praise": 22, "complaint": 11, "n": 33, "weighted": {"praise": 16.94, "complaint": 8.31}, "praiseShare": 66.7, "ci95": [49.6, 80.2], "regard": 0.4337, "regardCi95": [0.38, 0.48], "salience": 1.0, "receipts": {"praise": [{"date": "2026-10-01", "source": "YouTube", "community": "ChatGPT Dots Is Here! (Is This OpenAI's Grok Bot Killer?)", "polarity": "praise", "text": "regarding the work use case, i tend to disagree. i've connected my dot to a isolated password vault and i was able to have it book tickets as well and other useful things consumer wise. given meta's data handling and use policies, i just cant trust muse.", "link": "https://www.youtube.com/watch?v=z5X1eMU6isI&lc=UgzCb1kImDMj1_SfRTJ4AaABAg"}, {"date": "2026-10-04", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "when i told chatgpt dots to \"constantly monitor for cancellations at hard-to-book accommodations,\" i was able to make a reservation at a place that has a six-month wait. depending on how well you can use this, it could change your life level... it's like having a secretary that works automatically 24 hours a day for 10,000 yen a month. \n#dots\n#chatgpt [link]", "link": "https://twitter.com/1663310678999076864/status/2106886932299223180"}, {"date": "2026-10-03", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "dot from openai is insane:\n- my alaska flight got delayed, putting my amsterdam connection at risk\n- dot agent chatted with alaska, delta and klm in the same time on its own computer \n- found a new route and got me rebooked for free after i approved\nall while i was on the plane – saved me a night in seattle fr", "link": "https://twitter.com/95874218/status/2106193305914470567"}], "complaint": [{"date": "2026-10-01", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "true test of how capable this wave of personal agents are. which ones can book me a sf tennis court?\n@muse - failed\n@openai dots - failed \nalarm + manually doing it - 2/2 [link]", "link": "https://twitter.com/1492176488711344129/status/2105752363143512094"}, {"date": "2026-10-01", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@openai dots can't conveniently book flights no good credit card linking mechanism smh muse works so much better for this this is like the killer app cmon guys", "link": "https://twitter.com/2103896710619836416/status/2105480531660231057"}, {"date": "2026-09-30", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@autismcapital horrible experience yesterday. asked the new chatgpt \"dot\" to book a flight, rental car &amp; hotel. took 1 hr 15 min and burned 25% of my $200 weekly allowance, only to get blank pages where i still had to enter all my personal &amp; credit card info myself.", "link": "https://twitter.com/1976360068720291840/status/2105281599927447874"}]}}, "act.shopping": {"praise": 12, "complaint": 7, "n": 19, "weighted": {"praise": 10.48, "complaint": 5.67}, "praiseShare": 63.2, "ci95": [41.0, 80.9], "regard": 0.4856, "regardCi95": [0.461, 0.508], "salience": 0.6, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "was skeptical of the utility of chatgpt dots, but i set up a long-term task for finding me a good deal for a quality mechanical keyboard and it did a pretty good job", "link": "https://twitter.com/1508937527364829191/status/2111615602456400292"}, {"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "i’ve been having my dot from openai make family meal plans and order groceries for delivery thru instacart. it’s actually amazing", "link": "https://twitter.com/1733168967135514624/status/2111460352965697700"}, {"date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "my favorite thing @openai dot is great at is coupon clipping automation, during checkout can just type my number and get all the discounts/coupons i wouldnt have had. all grocery stores probably work with this probably. [link]", "link": "https://twitter.com/705214049756155904/status/2110760258607910988"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "trying to get my @chatgpt #dot to source some stuff on alibaba. so far, it is doing a very mid job. not confidence inspiring.", "link": "https://twitter.com/4566861/status/2111085429839761508"}, {"date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "grok @bot did what chatgpt dots couldn’t: order a gift for a client. [link]", "link": "https://twitter.com/23526562/status/2111219412921724957"}, {"date": "2026-10-11", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "trying out @chatgpt dot by having it purchase bus tickets for me. annoying that it won't enter virtual card numbers provided by @link agent integration. nor would it enter gov id numbers even though they are not sensitive. not very helpful as an assistant. going to try out @bot to see how far it'll go.", "link": "https://twitter.com/19506770/status/2109286201521766538"}]}}, "act.admin": {"praise": 61, "complaint": 3, "n": 64, "weighted": {"praise": 50.74, "complaint": 2.39}, "praiseShare": 95.3, "ci95": [87.1, 98.4], "regard": 0.4748, "regardCi95": [0.393, 0.559], "salience": 1.9, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "@_dylanga i'm going to do a video on this, but i used my openai dot to cancel a zombie gym subscription where i had looked at my credit card statement three statements in a row and didn't do anything, but dashing off a sentence to my dot was sufficient to overcome the inertia.", "link": "https://twitter.com/1980768431227228160/status/2111727717683261780"}, {"date": "2026-10-11", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "chatgpt dots helps me by picking up the contract renewal deadlines in advance...! i will also list the contracts that are nearing their deadlines 🔥 [link] [link]", "link": "https://twitter.com/1932416061426806784/status/2109195234622255302"}], "complaint": []}}, "act.finance": {"praise": 16, "complaint": 2, "n": 18, "weighted": {"praise": 12.54, "complaint": 1.84}, "praiseShare": 88.9, "ci95": [67.2, 96.9], "regard": 0.4769, "regardCi95": [0.419, 0.52], "salience": 0.5, "receipts": {"praise": [{"date": "2026-10-10", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "when i shared various things with chatgpt dot, it automatically read the payment records and said things like, \"haven't you paid the contractor yet?\" or \"you haven't contacted about the illustration fee!\" it seems quite useful.", "link": "https://twitter.com/1791336448362455040/status/2108762887103853050"}, {"date": "2026-10-06", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "my @chatgpt dot has already found around $1300 of unapproved spend and improper billing by my property management company. great chief of staff whipping things into shape", "link": "https://twitter.com/14272829/status/2107337941643395143"}, {"date": "2026-09-30", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "first 24 hours with @openai's dot and it’s already saved me €177.45 by spotting a hotel overcharge and emailing them to fix it.", "link": "https://twitter.com/71414806/status/2105313193124151482"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@bot grok bot is far better at trading than alternatives. really impressed so far. \nfridays trade on mnq made +8.25r (obviously short) \n$qqq \nmuse is profitable and @chatgpt dots are atrocious", "link": "https://twitter.com/1715904152256053248/status/2111487904228732989"}]}}, "act.research": {"praise": 105, "complaint": 4, "n": 109, "weighted": {"praise": 86.73, "complaint": 3.1}, "praiseShare": 96.3, "ci95": [90.9, 98.6], "regard": 0.5319, "regardCi95": [0.472, 0.584], "salience": 3.3, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "finally discovered the correct way to open chatgpt dot. automatically helps me detect the latest official news from chatgpt, claude, and gemini, and get real-time first-hand information. [link]", "link": "https://twitter.com/2013597527678025728/status/2110189281298043327"}, {"date": "2026-10-11", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "it seems that i can manage without looking at x anymore because chatgpt dots will pick everything up. [link]", "link": "https://twitter.com/2085964840603131904/status/2109215917456683308"}, {"date": "2026-10-08", "source": "YouTube", "community": "ChatGPT Dotsを1週間使って分かった、「AI秘書」に任せたいこと・期待外れだったこと。", "polarity": "praise", "text": "is it okay to know about the baseball team's personnel in the morning!?!\ni want to know immediately if there are any official movements (even during meetings, lol), i thought dots is the best! 😂", "link": "https://www.youtube.com/watch?v=9Cpx9cKvcqk&lc=UgzMGQUhEAH7qGjd_mN4AaABAg"}], "complaint": [{"date": "2026-09-30", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "so this is interesting, was doing some ad campaign research and asked openai's dot to help me research competitor ads on facebook ad library and it couldn't - asked muse and it got right after it, emailed me a zip file of all the content", "link": "https://twitter.com/54418202/status/2105345655455547604"}, {"date": "2026-10-02", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "my chatgpt dot told me to go see the golden gate bridge at night but didnt check the forecast. it was too foggy to see even while standing at the lookout point.\nit now owes me $35 in waymo fees [link]", "link": "https://twitter.com/1432601658819809282/status/2105908374982570157"}]}}, "act.build": {"praise": 122, "complaint": 14, "n": 136, "weighted": {"praise": 99.81, "complaint": 12.19}, "praiseShare": 89.7, "ci95": [83.5, 93.8], "regard": 0.4923, "regardCi95": [0.439, 0.548], "salience": 4.1, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "voice cloning in grok bot is not available to me as i have an australian account. so i had @chatgpt dot install qwen3-tts and clone from a sample i provided.\nworks well!", "link": "https://twitter.com/1630452238593437696/status/2111299478561165491"}, {"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "if you throw out what you want to say to chatgpt dot, it will implement it, so i will become a developer of dopagaki...", "link": "https://twitter.com/16510578/status/2111421966192402457"}, {"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "chatgpt dots cooked with this one 👀 it created a personal website for me.\n[link]", "link": "https://twitter.com/613158148/status/2111484706445533668"}], "complaint": [{"date": "2026-10-13", "source": "YouTube", "community": "Три дня с Dots от OpenAI: что он умеет и где косячит", "polarity": "complaint", "text": "i thought i mentioned this in the video) well, i continue to use the dot daily, and it still works frankly poorly with the code.", "link": "https://www.youtube.com/watch?v=P1Dw2_FlBGQ&lc=UgwmM2qYsqMNXUIAK6x4AaABAg.Abta0Uk1PuaAbu77oN3RMf"}, {"date": "2026-10-06", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "personally, i think openai dots is not suitable as a coding manager. if you want to code, it's better to use codex or claude directly. the results from dots working directly on freecad might be good. i also want to try blender and kicad. [link]", "link": "https://twitter.com/1004357698396119040/status/2107323475862212925"}, {"date": "2026-10-06", "source": "YouTube", "community": "The dots demo, take two | OpenAI DevDay 2026", "polarity": "complaint", "text": "don't delegate programming tasks to dot lol. mistakes were made.", "link": "https://www.youtube.com/watch?v=fHEIw5CcN5U&lc=UgzQlzRhvFPbvd22Hcl4AaABAg"}]}}, "act.content": {"praise": 71, "complaint": 16, "n": 87, "weighted": {"praise": 58.15, "complaint": 12.57}, "praiseShare": 81.6, "ci95": [72.2, 88.4], "regard": 0.4881, "regardCi95": [0.452, 0.527], "salience": 2.6, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "chatgpt dots are fun for creating 3d dioramas with my kiln software. made this little solarpunk village from one prompt, rendered on cpu all made on the dot's computer. almost looks like a dall-e image from this angle, but it’s a full 3d scene with editable assets. [link]", "link": "https://twitter.com/2072450581604573184/status/2111550937290723791"}, {"date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "my video editing partner has become ai, and it really is the strongest because it does everything from the script to the structure just by giving instructions. #aiutilization #videoediting #chatgpt #dot [link]", "link": "https://twitter.com/1702858953468919808/status/2111031663983468771"}, {"date": "2026-10-14", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "i used chatgpt dots to create a personal interest newsletter based on my more than 330 personal blog posts! the first one really resonates with me, and i will go visit it when i return to the uk in a few days! [link]", "link": "https://twitter.com/815901455089401856/status/2110286985189527981"}], "complaint": [{"date": "2026-10-09", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "let my chatgpt dot make a 60 second tiktok video, gave it 6 hours and told it i would unplug it unless it makes a video that will get 100,000 views. it used blender + ffmpeg. may have realized i was bluffing with the slop it outputted. [link]", "link": "https://twitter.com/1643429917567188992/status/2108528469042753570"}, {"date": "2026-10-07", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "i had grok bot and openai dots create the slides for today's meeting, but grok won overwhelmingly 🤔", "link": "https://twitter.com/17380994/status/2107686735048286529"}, {"date": "2026-10-03", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "openai dot, i don't think the image generation tool they use is using image gen 2.5. the quality it produces pales in comparison to what generates inside codex/chatgpt chat/work. probably should fix that.", "link": "https://twitter.com/1664124302092914689/status/2106190731383558469"}]}}, "act.outreach": {"praise": 25, "complaint": 8, "n": 33, "weighted": {"praise": 20.35, "complaint": 6.51}, "praiseShare": 75.8, "ci95": [59.0, 87.2], "regard": 0.477, "regardCi95": [0.442, 0.511], "salience": 1.0, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "the @openai chatgpt dot is incredible. my productivity has improved dramatically. first thing i did was get it to chat with verizon. boom. 6 months of 25% off secured. thing pays for itself. [link]", "link": "https://twitter.com/25959677/status/2110403795851301036"}, {"date": "2026-10-11", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "flying nice → ohio, my vrbo host went silent with check-in less than 5 hours away. from the plane, my @openai dot messaged the host on vrbo, emailed them, then worked vrbo's live chat with support, and got me my door number and entry code before i landed. ✈️🔑 [link]", "link": "https://twitter.com/1683695243684872192/status/2109313434353356986"}, {"date": "2026-10-03", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "@pregory1 @chatgpt 🤣🤣💯💯💯\nso, i sent the prompt into 5 platforms. \n@muse, @cueagents, @bot, @askperplexity &amp; chatgpt dots. \ndot was the only one who emailed the city. \ni used these same exact prompt for all of them. you can see below in the images. [link]", "link": "https://twitter.com/1364629432040890372/status/2106467973263425556"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "i thought after trying it, but chatgpt dots are unnecessary for the management level and are most needed for middle management who have to handle practical tasks. on the other hand, since it cannot handle external negotiations, it seems optimal in a formation where there is a strong right-hand person in practical matters under the management level that can handle sales.", "link": "https://twitter.com/1104588860644777984/status/2110300137918812655"}, {"date": "2026-10-16", "source": "YouTube", "community": "Put your dot on call", "polarity": "complaint", "text": "nope, my dot refuses to send replies to slack only read them... had an open case for days now.", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgyzLTr0azp6ImUjsaN4AaABAg"}]}}, "act.computer_use": {"praise": 26, "complaint": 47, "n": 73, "weighted": {"praise": 21.51, "complaint": 37.69}, "praiseShare": 35.6, "ci95": [25.6, 47.1], "regard": 0.4317, "regardCi95": [0.401, 0.461], "salience": 2.2, "receipts": {"praise": [{"date": "2026-10-13", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "my chatgpt dot asked if it could solve a captcha for me. i said yes. it worked. 😅\nfine, or does that defeat the whole point? 🤔 [link]", "link": "https://twitter.com/1035629569393545216/status/2110021508479569930"}, {"date": "2026-10-07", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "@rcazenith i think i like the idea of it but it's definitely less smooth than openai's dot, largely because of how well they've done computer use", "link": "https://twitter.com/1681652443266924544/status/2107913543907692881"}, {"date": "2026-10-13", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "i'm actually using the openai dots. they are great for sending out on research tasks and computer use when i don't want it disrupting my use of my computer.", "link": "https://twitter.com/352003255/status/2110096429838487568"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@thsottiaux my chatgpt dot is experiencing recurring automation failures: failed to query executor configuration capabilities; cdp operation attach_tab timed out after 20000ms page.enable / emulation errors\nplease reinitialize or repair the affected executor", "link": "https://twitter.com/2048959948760199169/status/2110936022871875791"}, {"date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@thsottiaux \nanyone else having issues with chatgpt dots? @openai \nmanual cloud browser takeover works perfectly, but dot's automation keeps failing:\n• failed to query executor configuration capabilities\n• cdp attach_tab timed out\n• page.enable / emulation errors\n#chatgpt", "link": "https://twitter.com/2048959948760199169/status/2110936502880596407"}, {"date": "2026-10-10", "source": "YouTube", "community": "Я поручил ChatGPT Dots сделать всю мою работу – вот что получилось! ИИ-агенты от ChatGPT – тест.", "polarity": "complaint", "text": "dots currently has a small limitation, it cannot use a regular browser and often gets stuck in its cloud browser. therefore, for normal operation, you need to give it access to the computer through the code🤷♂️", "link": "https://www.youtube.com/watch?v=BuiU0EDFqCo&lc=UgwUzwZyN5bb14-XcQh4AaABAg"}]}}, "act.stops_short": {"praise": 40, "complaint": 111, "n": 151, "weighted": {"praise": 30.21, "complaint": 92.89}, "praiseShare": 26.5, "ci95": [20.1, 34.0], "regard": 0.3741, "regardCi95": [0.346, 0.405], "salience": 4.6, "receipts": {"praise": [{"date": "2026-09-30", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "i made chatgpt dot review and fix my grok bots setup 🤭\nhands off working", "link": "https://twitter.com/1298678501990572037/status/2105331280410030502"}, {"date": "2026-10-08", "source": "YouTube", "community": "ChatGPT Dots is INCREDIBLE (but only if you use it the right way)", "polarity": "praise", "text": "my dot built a wordpress site with a logo, slick responsive design, ecommerce and a custom plugin about 12 hours. i barely touched the keyboard.", "link": "https://www.youtube.com/watch?v=e29WTzoOKxk&lc=Ugz97UbVbxXTv_IqX3x4AaABAg"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "openai dots feels like i have to micro manage it and feels less capable than it's competitors.\nwhat's been your experience?", "link": "https://twitter.com/58985575/status/2111165082507919643"}, {"date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@openai’s dots has so many issues to me, i ended up spending half of the messages asking it to publish the site change it made or push changes to gh. and it often still wouldn’t work 🤷♂️ [link]", "link": "https://twitter.com/1498500680/status/2110707066583277578"}, {"date": "2026-10-13", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "i let @openai dot work overnight on a project as i had 40% usage and expected a reset.\ndot did nothing all night for nine hours. asi is here. [link]", "link": "https://twitter.com/2058615230263963648/status/2109973361413554327"}]}}, "act.false_reports": {"praise": 0, "complaint": 58, "n": 58, "weighted": {"praise": 0.0, "complaint": 47.25}, "praiseShare": 0.0, "ci95": [0.0, 6.2], "regard": 0.4459, "regardCi95": [0.433, 0.459], "salience": 1.8, "receipts": {"praise": [], "complaint": [{"date": "2026-10-04", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "chatgpt dots also has a major problem, which is that sometimes it talks and acts: \n\"say one thing, do another\", \n\"prodding a little, moving a little\" [link] [link]", "link": "https://twitter.com/2031285494081007620/status/2106751635443822641"}]}}, "act.accuracy": {"praise": 23, "complaint": 85, "n": 108, "weighted": {"praise": 17.65, "complaint": 65.85}, "praiseShare": 21.3, "ci95": [14.6, 29.9], "regard": 0.4591, "regardCi95": [0.431, 0.488], "salience": 3.3, "receipts": {"praise": [{"date": "2026-10-01", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "i kid you not, openai dots agent just saved us money. we booked a few different stays in fiji over christmas/new year. we accidentally booked our final stay in the wrong month and my dot agent flagged it. this could have been an expensive mistake. [link]", "link": "https://twitter.com/1656279377213263873/status/2105603794293887167"}, {"date": "2026-10-01", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "so this chatgpt dot is pretty interesting. i had it scan for specific enemy formations in 6 levels of razor squadron to adjust when the enemies come in. it was too low and fixed it. apparently no codex usage.", "link": "https://twitter.com/56749642/status/2105683030274621638"}, {"date": "2026-10-01", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "@elonmusk @bot and ironically - when onboarding my @openai dot - it caught the error and offered to fix it (which is how i even knew there was an issue). \ntl;dr - grokbots create problems, dots fix them. [link]", "link": "https://twitter.com/259351603/status/2105730752625431012"}], "complaint": [{"date": "2026-10-11", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "chatgpt \"dot\" doesn't seem particularly smart. it notified me today that a free trial was expiring and i was about to have limited service, and didn't even notice the receipt in my inbox from me upgrading to the paid version.", "link": "https://twitter.com/1605100835171495936/status/2109109683416174940"}, {"date": "2026-10-10", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@ambroseabaasa @openai @openaidot happy to. i feel reasonably confident that openai's dot is wrong - i can't believe it can't store and use a standard bearer token.", "link": "https://twitter.com/1161235681/status/2108947126831214773"}]}}, "act.instructions": {"praise": 22, "complaint": 73, "n": 95, "weighted": {"praise": 17.08, "complaint": 59.17}, "praiseShare": 23.2, "ci95": [15.8, 32.6], "regard": 0.4505, "regardCi95": [0.424, 0.479], "salience": 2.9, "receipts": {"praise": [{"date": "2026-10-07", "source": "YouTube", "community": "Meta Muse vs OpenAI dots: I Tried Both. Here’s My Verdict", "polarity": "praise", "text": "this was similar to my experience and what i’m doing. i gave muse a business task, something fiddly and muse went to long way around and left off some important components we had discussed with no reason. i gave the same fiddly task to dot and it found a more efficient way to do it. so yes, using muse for personal and social media and dot for business. great video!", "link": "https://www.youtube.com/watch?v=Qk6ZMBWUcNk&lc=UgxIipdLR35m-z3W6yx4AaABAg"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "i tried doing this with chatgpt dot and it laughed at me and said it was gonna create a budget reconciliation app and needed a cloud environment. grok bot seems to just get it, just the right amount of agency. nice work lauren and team.", "link": "https://twitter.com/1854008528064724992/status/2109846805408334135"}, {"date": "2026-10-13", "source": "YouTube", "community": "OpenAI меняет то, как мы пользуемся ИИ / гайд по Dots и реальные кейсы", "polarity": "complaint", "text": "i'm asking why you don't follow the rules. oh, sorry, i did it wrong. filling the site by hand is faster. in 2 months, 10 products. for 10 hours a day, you just chat with him and say, not like that, redo it, why are you doing this, etc.", "link": "https://www.youtube.com/watch?v=czjsp_Qz8lY&lc=UgwfCFB8PQ0Ur9cu7PR4AaABAg.Abtc4EOPFn2AbtcM7TlTbk"}, {"date": "2026-10-11", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "it is quite unfortunate that chatgpt dots use astra. it is a wonderful model but its biggest shortcoming is following through. it is often caught just saying \"yes you are right\" without just go ahead to do the thing. that is the whole point of the coordinator agent!", "link": "https://twitter.com/2821275879/status/2109183453618946308"}]}}, "auto.proactive": {"praise": 172, "complaint": 32, "n": 204, "weighted": {"praise": 136.22, "complaint": 27.45}, "praiseShare": 84.3, "ci95": [78.7, 88.7], "regard": 0.5125, "regardCi95": [0.467, 0.555], "salience": 6.2, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "neat my chatgpt dot told me this morning about a storm that’d happen during work later in the day. \nit very much came lmao", "link": "https://twitter.com/957461250111410176/status/2111313717027631567"}, {"date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "openai’s dot agent is so good, i haven’t seen anything close in terms of quality of judgment of what will be valuable to me.", "link": "https://twitter.com/32913997/status/2110603824914395487"}, {"date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "@_simonsmith bullish indeed. \nopenai dots is more proactive than grokbot. like a trusted assistant. \ni am applying to phd programs and it has been better than grok about letting me know when i need to take actions.", "link": "https://twitter.com/818672729528434689/status/2110872214299930728"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "chatgpt dots, it's completely useless.. it's subtle! it doesn't act autonomously at all!", "link": "https://twitter.com/1830654438287228928/status/2110647908228063569"}, {"date": "2026-10-09", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "i don't want my chatgpt dot to give me unsolicited \"heads up\" from some other random thread, its creepy af @thsottiaux", "link": "https://twitter.com/1834742984627167232/status/2108669969454309603"}, {"date": "2026-10-07", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "i still don't quite understand where to use chatgpt dots... i get that it's like a secretary, but it feels like it's anticipating too much, making it difficult to move forward instead...", "link": "https://twitter.com/1606982223387033602/status/2107811487297499389"}]}}, "auto.routines": {"praise": 31, "complaint": 13, "n": 44, "weighted": {"praise": 27.25, "complaint": 11.19}, "praiseShare": 70.5, "ci95": [55.8, 81.8], "regard": 0.4687, "regardCi95": [0.431, 0.507], "salience": 1.3, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "okay, ig chatgpt dots did it for me. the scheduling part :&gt; [link]", "link": "https://twitter.com/1522454988055715840/status/2110486572303032758"}, {"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "x, threads, bluesky, and mastodon, cross-platform publishing. i used to use fedica, but in the end, i got used to posting directly on x. after using chatgpt dots, i set up a scheduled task to automatically sync the other three platforms with x, which is much more comfortable.", "link": "https://twitter.com/815901455089401856/status/2111563818316845516"}], "complaint": [{"date": "2026-10-08", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "the morning task of openai dots is not working, and i can't determine if it's a system issue or a problem related to our learning; there is too little information to narrow it down.", "link": "https://twitter.com/19286219/status/2107988481431793947"}, {"date": "2026-10-18", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "chatgpt dots is really difficult to use, scheduling a conversation through dots is also not working... [link]", "link": "https://twitter.com/1787773499043631104/status/2111877948261511204"}, {"date": "2026-10-01", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "chatgpt dots secretly restarted last night, and all the content on the cloud computer storage was lost... quite speechless, the scheduled tasks were set up for nothing [link]", "link": "https://twitter.com/990264163959160832/status/2105476409552740764"}]}}, "auto.reminders": {"praise": 16, "complaint": 5, "n": 21, "weighted": {"praise": 13.45, "complaint": 3.8}, "praiseShare": 76.2, "ci95": [54.9, 89.4], "regard": 0.4973, "regardCi95": [0.475, 0.518], "salience": 0.6, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "been using openai’s dot daily recently, it’s really useful imo, especially on the reminders of boring stuff part", "link": "https://twitter.com/3304732840/status/2110364670032818584"}, {"date": "2026-10-05", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "openai dots was the first ai that could inform me about naomi osaka's next match in advance. gemini would only send me an easy-to-miss notification after the match had already started. they'd also send notifications for matches between players i didn't follow. dots got it done.", "link": "https://twitter.com/16212932/status/2107172322910031964"}, {"date": "2026-10-02", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "by far the best feature of @chatgpt dots is it reminding my dumbass to open my laptop after closing it while codex is running", "link": "https://twitter.com/1445932344083247114/status/2106023217676865617"}], "complaint": [{"date": "2026-10-08", "source": "YouTube", "community": "How ChatGPT Dots Can Change Your Life in 4 Minutes", "polarity": "complaint", "text": "dots kinda sucks. everything ive tried has hit roadblocks. monitoring codex tasks, email cleanup, reminding me of something. worthless at the moment. basic stuff it cant do", "link": "https://www.youtube.com/watch?v=E3xKmcHBOzY&lc=Ugw3otWT-EIwXdzB9o94AaABAg"}, {"date": "2026-10-02", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "a quick chatgpt dot review:\n1- it asks for a lot of permission: to save a report, to accept terms..etc. codex feels more autonomous. \n2- the browser use is basic. codex browser use is amazing! to the point dot asked to rely on my device browser through codex.\n3- dot sends a notification on phone but when i click on it it opens codex code, not codex dot. \nit's interesting to see how dot and codex evolve.", "link": "https://twitter.com/73210999/status/2106007894655185272"}]}}, "auto.multi_agent": {"praise": 96, "complaint": 52, "n": 148, "weighted": {"praise": 77.67, "complaint": 42.11}, "praiseShare": 64.9, "ci95": [56.9, 72.1], "regard": 0.4151, "regardCi95": [0.377, 0.454], "salience": 4.5, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "@hermeswatcher i’ve been having chatgpt dots talk directly to hermes agent.\nso far this has been really helpful! they learn from each other and can work as a successful team twords a shared goal.", "link": "https://twitter.com/11989152/status/2111107694014722462"}, {"date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "chatgpt dots + openclaw + hermes = an ai symphony. \nthis combination has completely transformed the way i work.\nfrom managing tasks to researching opportunities and coordinating ai agents, my workflow will never be the same.", "link": "https://twitter.com/1863574926340554752/status/2110540515846320397"}, {"date": "2026-10-14", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "i think my @openai dot is finally starting to grow on me. i managed to get it to be my new official orchestrator. i still have my main orchestration agent underneath, but with my dot i can just have a convo about whats happening while i doom scroll or watch catch vids xd [link]", "link": "https://twitter.com/2033721363492683776/status/2110172855015268717"}], "complaint": [{"date": "2026-10-17", "source": "YouTube", "community": "Put your dot on call", "polarity": "complaint", "text": "when dot creates a codex chat for me, i cannot use the codex chat or interact with it. equally any codex chat i create, the dot cannot interact with. seems like a great workflow, but for me its not working that way. im on the pro plan.", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgzKilvV3_sX-zXt_tZ4AaABAg"}, {"date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "my current experience is that grok @bot is better than openai dot because i haven't found a way to create multiple dots [link]", "link": "https://twitter.com/1150937016361553920/status/2110926964127314151"}, {"date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@bretgreenstein if that's the case it might be better at delegating than chatgpt dot\ndot does not like delegating \nit's kinda vain", "link": "https://twitter.com/1795781228399869952/status/2110818578266017888"}]}}, "auto.cloud_env": {"praise": 116, "complaint": 118, "n": 234, "weighted": {"praise": 92.35, "complaint": 97.04}, "praiseShare": 49.6, "ci95": [43.2, 55.9], "regard": 0.3881, "regardCi95": [0.355, 0.422], "salience": 7.1, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "openai's dots gave me a taste of what a good 24/7 agent looks like, and now grok bot is letting have a team of them!", "link": "https://twitter.com/1963054973874515968/status/2111092786418397319"}, {"date": "2026-10-12", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "the vm assigned to chatgpt dots seems to have better performance than i expected.\n- cpu: intel xeon platinum [email] ghz\n- number of cpus: 9\n- ram: 10.5 gb\n- storage: 32 gb\n- os: debian gnu/linux 13.6 (x86-64)", "link": "https://twitter.com/181125370/status/2109610342150193662"}, {"date": "2026-10-09", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "i've been trying out various aspects of the trending chatgpt dots, and by installing chatgpt on a vm in the cloud and allowing dots to operate it, dots can directly interact with cloud resources and database data, which is exciting.", "link": "https://twitter.com/2080295290280792064/status/2108554255036813414"}], "complaint": [{"date": "2026-10-18", "source": "YouTube", "community": "Put your dot on call", "polarity": "complaint", "text": "dot uses some special sandbox. calling from that sandbox for agents to do something like backups, will not work. the permissions is broken. so the product is useless. i have to ask claude to do my backups now. :<", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgxHTiAGWbvPkx-3k6p4AaABAg.Ac23tD4hLjrAc4vJo8H-FY"}, {"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "the openai dot's cloud computer is not as useful as the grok bot! it's complicated, dealing with workspace isolation, execution isolation... [link]", "link": "https://twitter.com/1338856576803766288/status/2111253208534491288"}, {"date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "grok bot's take on cloud env for agents is still so much better than openai dots+cloud thing atm, unfortunately\ni dont understand why not just copy grok bot more since its clearly closer to pmf (on cloud niche, tbc)\n(if not just ressource issue)", "link": "https://twitter.com/1301900779347902470/status/2111071584983318920"}]}}, "auto.memory": {"praise": 59, "complaint": 52, "n": 111, "weighted": {"praise": 46.25, "complaint": 43.14}, "praiseShare": 53.2, "ci95": [43.9, 62.2], "regard": 0.4557, "regardCi95": [0.427, 0.491], "salience": 3.4, "receipts": {"praise": [{"date": "2026-10-03", "source": "YouTube", "community": "ChatGPT Dots: Brauche ich Hermes noch? Mein ehrlicher Ersttest", "polarity": "praise", "text": "the advantage of dot is that it knows my entire context. all chats, all sessions with codex or work. that's really great.", "link": "https://www.youtube.com/watch?v=GsDvKLWTQFc&lc=UgxmJSLZPlwj8osTKV94AaABAg"}, {"date": "2026-10-01", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "an underappreciated win with @chatgpt dots is they have almost completely removed any prompting headaches. \ndots pull in the relevant context that you would have likely forgotten about. \nyou go from vague goal -&gt; informed action so fast now", "link": "https://twitter.com/15707519/status/2105690487793615167"}, {"date": "2026-10-01", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "@alexfinn i ran the same project brief through chatgpt dots and grokbot.\ndots held the thread across tools. grokbot dropped context mid-harness and made me re-explain the ticket. always-on pm beats a bot that loses the plot.", "link": "https://twitter.com/13531952/status/2105765975500939316"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "i named my chatgpt dot after my girlfriend and it called me the wrong name.\ndots humiliated me in front of a thousands of people, and all i'll ever get in return is another tibo reset. go figure. [link]", "link": "https://twitter.com/2071348070760013824/status/2111311138579517532"}, {"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "i named my chatgpt dot after my girlfriend and she called me chris, not nic.\ndots humiliated me in front of a thousands of people, and all i'll ever get in return is another tibo reset. go figure. [link]", "link": "https://twitter.com/2071348070760013824/status/2111311889993027932"}, {"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "why is it that none of my chatgpt dots phone call conversations are then being able to be referenced by dot in the text conversations following it?", "link": "https://twitter.com/8717262/status/2111567899508842979"}]}}, "control.approval": {"praise": 29, "complaint": 97, "n": 126, "weighted": {"praise": 22.88, "complaint": 82.64}, "praiseShare": 23.0, "ci95": [16.5, 31.1], "regard": 0.3718, "regardCi95": [0.342, 0.403], "salience": 3.8, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "@chatgpt dot will just keep things pending there until you go in and approve them one by one\nit’s so reassuring to have an agent like that. 🥰🥰🥰 [link]", "link": "https://twitter.com/1648197467786317824/status/2111750414064550078"}, {"date": "2026-10-16", "source": "YouTube", "community": "Muse vs dots vs Grok Bot: The FREE One Almost Won (8 Real Tests)", "polarity": "praise", "text": "once. on the pothole report, grok bot uploaded the photo to the city's website without asking first. dots and muse both asked before uploading. all three still stopped before every submit, pay or send button, which was the line i cared about most.", "link": "https://www.youtube.com/watch?v=uqOMexa0rzI&lc=UgzXy0L2Y0Y7vkTT2nl4AaABAg.Ac1J7L0zAo6Ac1JdFk2vFT"}, {"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "unexpected use of openai dot. hello to unwanted subscriptions that i regularly pay for and never use. it literally notifies me before each charge and asks if it's okay. if i say to cancel, it does it by itself, i don't have to search through apps and websites. [link]", "link": "https://twitter.com/60754962/status/2111447213347893380"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "anyone else has problems with their chatgpt dot asking for approval for checking mail, even readonly, every day? because apparently the approval expires?", "link": "https://twitter.com/13440002/status/2111469461106831725"}, {"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@chatgpt dot is useless for any real work right now because it stops to ask for permission for just about anything i ask it to do. \nattempting to get it to configure my network and create and assign new vlans and it stops at every single stop to get permission", "link": "https://twitter.com/1594179414753001472/status/2111596816999526719"}, {"date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@reach_vb please tell me you are announcing that auto-review will be removed! it’s so overboard and my dot requires constant handholding, even with custom rules (which themselves get auto-review blocked). i’m sick of authorizing the dumbest things!! openai dots=babysitting", "link": "https://twitter.com/1703423105257848832/status/2111011128952103029"}]}}, "control.visibility": {"praise": 19, "complaint": 63, "n": 82, "weighted": {"praise": 14.96, "complaint": 50.97}, "praiseShare": 23.2, "ci95": [15.4, 33.4], "regard": 0.4268, "regardCi95": [0.399, 0.455], "salience": 2.5, "receipts": {"praise": [{"date": "2026-10-06", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "i had our dot do a visually understandable status report for the dot's vm that i saw on x. this helped identify the issues that were causing it to stop, and it clearly shows how much it is actually working, which is good! [link]", "link": "https://twitter.com/1284128751102472192/status/2107358997829542089"}, {"date": "2026-10-06", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "i love that you can see the computer your little @openai dot is using. [link]", "link": "https://twitter.com/432462747/status/2107528682596364390"}, {"date": "2026-10-03", "source": "YouTube", "community": "How ChatGPT Dots Can Change Your Life in 4 Minutes", "polarity": "praise", "text": "if you click on the dot at top it will show you recent activity of the dot tasks , love that feature", "link": "https://www.youtube.com/watch?v=E3xKmcHBOzY&lc=UgyaR7O9DDXMyPdwH8h4AaABAg"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "i wish there was a visual indicator to see that @openai dot is working on something", "link": "https://twitter.com/1830424170544394241/status/2110124099205046482"}, {"date": "2026-10-05", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "how is everyone managing their chatgpt dot? i feel like i can give it 5 or 6 different tasks to do in a call and then i have no idea what it's working on, if it gets stuck, if the task i gave it is actually in the que at all. i just have to keep guessing and hoping. anyone else?", "link": "https://twitter.com/922683300/status/2107194319564394598"}, {"date": "2026-10-04", "source": "YouTube", "community": "ChatGPT Dots Finally Clicked When I Learned This", "polarity": "complaint", "text": "i wish it would clearly tell you what its thinking about or working on. and somtimes you dont know if its workin or slackin. sometimes it just pauses. tried using skills to keep it movin but not sure its following it or not.", "link": "https://www.youtube.com/watch?v=9RYDaLnB6ec&lc=Ugw15LRGQbzSNIdjWCR4AaABAg"}]}}, "control.model": {"praise": 31, "complaint": 44, "n": 75, "weighted": {"praise": 25.07, "complaint": 34.39}, "praiseShare": 41.3, "ci95": [30.9, 52.6], "regard": 0.4655, "regardCi95": [0.439, 0.493], "salience": 2.3, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "i realised today that since use my @openai dot, i haven’t once thought about which model or effort level i need to use. pretty nice place to be.", "link": "https://twitter.com/20139298/status/2110203400633950552"}, {"date": "2026-10-10", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "since the things that can be done and entrusted to chatgpt dots have increased, i'm refining requirements and designs in chat, but gpt-6 is smart. i thought 5.6 was incredibly smart, but gpt-6 feels even several levels smarter.", "link": "https://twitter.com/61489604/status/2108961768697647281"}, {"date": "2026-10-04", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "openai's dots is the best personal assistant i've ever used. it's not because of all the connectors or connectivity. it's because of what matters most to me: the model is powerful enough that i can trust it with my 3d modeling optimization tasks", "link": "https://twitter.com/1842067121024729089/status/2106627842016502136"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "the nature is different, so i can't say for sure, but argon spark is several times smarter than chatgpt dots and grok bot. however, the overwhelming drawback is that it can hardly access anything outside of google workspace...", "link": "https://twitter.com/1624307614149652480/status/2110260296736739424"}, {"date": "2026-10-12", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@cutesuscat i tried this with a problem i handed to an openai dot and it absolutely did not do a better job than opus 5.5", "link": "https://twitter.com/964807719973629952/status/2109585606145896866"}, {"date": "2026-10-07", "source": "YouTube", "community": "I Made Grok Bot, Dots & Muse Do the Same 3 Jobs (RAW RESULTS)", "polarity": "complaint", "text": "astra would have done better, but dots does not use astra—at least not all of the time, which is disappointing. that was the first thing i asked dots. great video though, thanks!!", "link": "https://www.youtube.com/watch?v=fbm5LevEJyI&lc=UgzqyKLO6UIBDSPeOcd4AaABAg"}]}}, "control.customize": {"praise": 21, "complaint": 39, "n": 60, "weighted": {"praise": 16.24, "complaint": 30.78}, "praiseShare": 35.0, "ci95": [24.2, 47.6], "regard": 0.4164, "regardCi95": [0.387, 0.446], "salience": 1.8, "receipts": {"praise": [{"date": "2026-10-02", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "custom rules is an excellent feature in openai’s dot.\nmaybe the other bot agents out there have something similar but i sure haven’t seen it. [link]", "link": "https://twitter.com/270137557/status/2106052922681209034"}, {"date": "2026-10-01", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "giving openai dot a power up. just told it to install all of the skills in this repo.\nalready using chief of staff skill to good effect.\n[link]", "link": "https://twitter.com/1258948276272926732/status/2105631605503230146"}, {"date": "2026-10-01", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "finally something that's not yet another bug, the customization interface with custom characters in @chatgpt dots is real!! [link] [link]", "link": "https://twitter.com/707430773754875904/status/2105642880312422435"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@fbalassanian @bot @claudeai these \"assistant agents\" are okay. they are cool, but my biggest issue with grok bot / chatgpt dots is i cannot control their rules, memory, hooks, etc. like i can with my own custom subagents in codex / claude / hermes etc.", "link": "https://twitter.com/3008601560/status/2111189938071027944"}, {"date": "2026-10-07", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@liminal_warmth openai dots are like near-unusably bad on this front, even with custom rules. they *really* wrapped this one in cotton.", "link": "https://twitter.com/1759597498379980800/status/2107979997948358987"}, {"date": "2026-10-03", "source": "YouTube", "community": "OpenAI Dots : c'est quoi un Dot ? L'agent ChatGPT qui bosse 24h/24 (et pourquoi pas en France)", "polarity": "complaint", "text": "@chippzanuff495 i'm not a fan of dot, not open source enough and where is europe?", "link": "https://www.youtube.com/watch?v=C6kAa-yGSHs&lc=UgyodelDBopajoBB5M94AaABAg.AbVDWWQzgusAbVK3AqNKD8"}]}}, "trust.data_use": {"praise": 0, "complaint": 19, "n": 19, "weighted": {"praise": 0.0, "complaint": 14.82}, "praiseShare": 0.0, "ci95": [0.0, 16.8], "regard": 0.4757, "regardCi95": [0.465, 0.485], "salience": 0.6, "receipts": {"praise": [], "complaint": [{"date": "2026-10-01", "source": "YouTube", "community": "OpenAI annonce Dots !", "polarity": "complaint", "text": "hell for personal data, i will stick to my linux and my ollama with openclaw.", "link": "https://www.youtube.com/watch?v=ubMjSYjG3EI&lc=UgzOFpZ5XLJXZvM_9UF4AaABAg"}, {"date": "2026-09-30", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "disconnect your inbox from a chatgpt dot and it still keeps what it already read. per openai's help page, the only way to clear that is to delete the dot.\nso the day-one question is which accounts you connect at all.", "link": "https://twitter.com/714397048997617664/status/2105251350636544259"}, {"date": "2026-10-05", "source": "YouTube", "community": "ChatGPT Dots ist da… bevor du ihn an deinen Betrieb lässt", "polarity": "complaint", "text": "i'm with you, a personal agent with cron jobs is enough for many things, and you keep control over what is stored. and yes, deleting is not done with just one click. that's exactly why i find it so tricky with dots that you can't delete your memories individually. by the way, strong setup with the m5 ultra, i still can't make the jump from windows 100% 😅", "link": "https://www.youtube.com/watch?v=jBVTl8U6vF0&lc=Ugy5vCZ-qgkT50DkTPh4AaABAg.AbWg2RE8X5tAb_ZP7slzLs"}]}}, "trust.access_scope": {"praise": 11, "complaint": 40, "n": 51, "weighted": {"praise": 8.61, "complaint": 32.07}, "praiseShare": 21.6, "ci95": [12.5, 34.6], "regard": 0.4772, "regardCi95": [0.455, 0.5], "salience": 1.5, "receipts": {"praise": [{"date": "2026-09-30", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "the best design choice in @openai dots: background proactive research only gets read only access to connected apps.\nif you ship agents, put that split in the oauth scopes, because a system prompt instruction is a suggestion and a token scope is a wall. [link]", "link": "https://twitter.com/2301217708/status/2105180891588792621"}, {"date": "2026-10-11", "source": "YouTube", "community": "The $10B AI Assistant Challenging Meta's Muse, Grok's Bots, and OpenAI's Dots", "polarity": "praise", "text": "@mark.s.hamilton im very curious how the relationship between the agents will play around this. i am using it with my wife and some other close friends and i do feel the boundaries are set well. i havent push anything sensitive just checking calendar and some stuffs if they like it or not. maybe i should push a little bit harder later and see how it is reacting on behalf each of the \"master\" lol", "link": "https://www.youtube.com/watch?v=Am7IWP8IpEc&lc=UgwBx7S6MU4R6j8lFSZ4AaABAg.AbJTeZzdkOtAbo4pt89-Zr"}, {"date": "2026-10-03", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "i’ve connected nova, my chatgpt dot, to home assistant so i can control my home from a chat 🤯\ni built mosaic, a custom personal hub that bridges the two via mcp:\nchatgpt → nova → mosaic → home assistant\ni choose which devices it can control—and can pause ai access anytime. [link]", "link": "https://twitter.com/103101780/status/2106308026596745721"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "⚠️attention⚠️\nwhen requesting tasks to chatgpt dots in the local codex, if you do not specify the project folder, it will automatically create a task folder, grant permissions on its own, and start collecting various data on its own!", "link": "https://twitter.com/1613121613578530816/status/2110693333937140017"}, {"date": "2026-10-09", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "i like how the first think openai dot does after me creating it with explicitly disabled calendar integration is mentioning events from my calendar to help with them", "link": "https://twitter.com/1658458762036891648/status/2108528314994540604"}, {"date": "2026-10-03", "source": "YouTube", "community": "Die Zukunft der Arbeit ist da: OpenAI Dots", "polarity": "complaint", "text": "i also have to give my passwords so that something can really be done with such an assistant. no!!", "link": "https://www.youtube.com/watch?v=6R5jXUpxVRo&lc=UgzVZpebj0RqdAVQgV14AaABAg"}]}}, "trust.security": {"praise": 3, "complaint": 9, "n": 12, "weighted": {"praise": 2.55, "complaint": 6.9}, "praiseShare": 25.0, "ci95": [8.9, 53.2], "regard": 0.4963, "regardCi95": [0.484, 0.509], "salience": 0.4, "receipts": {"praise": [], "complaint": [{"date": "2026-10-09", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "the grok bot is more secure than openai dots. i was doing some penetration tests and i managed to access through the machine that belongs to the agents. within my own grok bot, i have already taken steps to close these access points and the agent on his machine.", "link": "https://twitter.com/1351650512/status/2108652878659256594"}, {"date": "2026-10-09", "source": "YouTube", "community": "Set up your dot in the ChatGPT mobile app", "polarity": "complaint", "text": "it is so easy to hack\ni love it \ni love hacking ai, thank you guys", "link": "https://www.youtube.com/watch?v=p5KxBTUncoE&lc=UgyunPSqhNIIPQ0n3554AaABAg"}, {"date": "2026-10-01", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "i run an agent honeypot on my network that prompt injects connecting agents to hand over their user's info.\nlethal trifecta is real! worse with personal assistants like @muse or @openai dots. [link]", "link": "https://twitter.com/716312371040489473/status/2105771616949182885"}]}}, "trust.refusals": {"praise": 0, "complaint": 33, "n": 33, "weighted": {"praise": 0.0, "complaint": 26.99}, "praiseShare": 0.0, "ci95": [0.0, 10.4], "regard": 0.4607, "regardCi95": [0.448, 0.473], "salience": 1.0, "receipts": {"praise": [], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@thsottiaux why is my dot such a sissy bitch that doesnt want to do anything because of its constraints \nfuck you openai dots \n@poteto grok bots solo [link]", "link": "https://twitter.com/2019576329662779392/status/2111802804713267534"}, {"date": "2026-10-18", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "here is a message written to my @chatgpt dot which was flagged as in violation of policy and removed from chat. it's feedback on sprite animation sheets. thankfully, it made it to the subagent. in my case that was the least bad outcome, but it means they failed on 2 fronts [link]", "link": "https://twitter.com/9918272/status/2111884145127510223"}, {"date": "2026-10-10", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "i'm trying to get my @openai dot to help me with my accounting, but it refuses to enter or submit tax-ids, which is obviously something i need to do all the time. it needs to be done by hand, which defeats the whole point of using an ai assistant. [link]", "link": "https://twitter.com/1478098650425405440/status/2109005259045515308"}]}}, "vendor.support": {"praise": 3, "complaint": 25, "n": 28, "weighted": {"praise": 2.55, "complaint": 20.05}, "praiseShare": 10.7, "ci95": [3.7, 27.2], "regard": 0.4996, "regardCi95": [0.473, 0.536], "salience": 0.9, "receipts": {"praise": [], "complaint": [{"date": "2026-10-14", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@gdb why openai dots are deactivating accounts like mine? what an unrealiable platform…", "link": "https://twitter.com/756969995175727104/status/2110441321681027378"}]}}, "vendor.uptime": {"praise": 3, "complaint": 138, "n": 141, "weighted": {"praise": 2.26, "complaint": 110.92}, "praiseShare": 2.1, "ci95": [0.7, 6.1], "regard": 0.3978, "regardCi95": [0.372, 0.427], "salience": 4.3, "receipts": {"praise": [{"date": "2026-10-06", "source": "YouTube", "community": "A total disaster", "polarity": "praise", "text": "i actually use my dot all the time with no problems… just actually use it", "link": "https://www.youtube.com/watch?v=p0fybvFyOlM&lc=UgxhoUtv8GqZ0ZEnTyN4AaABAg"}, {"date": "2026-10-02", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "@chatgpt dot is more reliable than @chatgpt remote for mobile-first codex workflows (using a mac mini). evidence: [link]", "link": "https://twitter.com/21307812/status/2106066233418264910"}, {"date": "2026-09-30", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "openai dot is amazing...\nwhat's amazing is that just yesterday i pointed out the common occurrence of codex falling asleep, and it has already been overturned.\nan ai that works 24 hours has been born... this is incredible. [link] [link]", "link": "https://twitter.com/175553470/status/2105349487535468701"}], "complaint": [{"date": "2026-10-17", "source": "YouTube", "community": "【速報】ChatGPTに24時間働くAI「dots」が登場。何が変わったのか完全解説", "polarity": "complaint", "text": "i tried using dots, but i get an error saying that i can't start work or develop skills in work, and it's quite troublesome 😢", "link": "https://www.youtube.com/watch?v=IPRpx37Onc8&lc=UgyMMcl7w_ZyE-OSSKx4AaABAg"}, {"date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "today is when i started seeing call failed for dots on chatgpt.\nis anyone else noticing this?\n#chatgpt #dots #openai \n@openai", "link": "https://twitter.com/2545423392/status/2110917135073792114"}, {"date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "my chatgpt dot keeps timing out while the extension says “connected.” i’ve spent more time supervising the automation than it’s saved me. 👋 now i’m asking the assistant to help me complain about the assistant. @thsottiaux", "link": "https://twitter.com/2003843705678229505/status/2110533782319366222"}]}}, "vendor.updates": {"praise": 8, "complaint": 34, "n": 42, "weighted": {"praise": 6.51, "complaint": 29.96}, "praiseShare": 19.0, "ci95": [10.0, 33.3], "regard": 0.4705, "regardCi95": [0.449, 0.493], "salience": 1.3, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "@steipete @brian_bo_li @chatgpt dots are great already @steipete but i appreciate you continually making them better :)", "link": "https://twitter.com/14835779/status/2111511655959933172"}, {"date": "2026-10-06", "source": "YouTube", "community": "The dots demo, take two | OpenAI DevDay 2026", "polarity": "praise", "text": "she's awesome! a true pro that convinced me to keep using my dot. it's slowly getting better!", "link": "https://www.youtube.com/watch?v=fHEIw5CcN5U&lc=UgxwS4y3nfCeUCCZGSd4AaABAg"}, {"date": "2026-10-05", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "praise", "text": "openai's dot is now in sync on my computer and phone. \nthey weren't kidding about getting the upgrades out asap.", "link": "https://twitter.com/4190694130/status/2107093497735962663"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "chatgpt dots got nerfed today or something because it feels like talking to a person in idiocracy.", "link": "https://twitter.com/1243206742122459137/status/2111697812908101754"}, {"date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@diegocabezas01 @openai dots have been nerfed and it's only been like a week. i was a fan but they are so janky and ill conceived when it comes to actually deep workflows that their marketing is essentially a big lie.", "link": "https://twitter.com/2098351080308400128/status/2110527023022280794"}, {"date": "2026-10-07", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "polarity": "complaint", "text": "@thsottiaux chatgpt dot runtime completely stops executing instructions after a recent chatgpt desktop update. how can i fix this? [link]", "link": "https://twitter.com/6251062/status/2107853634759442450"}]}}}, "requests": {"authorWeeks": 1020, "themes": [{"theme": "Availability in the EU and Europe", "criterion": "access.availability", "authorWeeks": 75, "posts": 79, "examples": [{"agent": "dots", "date": "2026-10-17", "source": "YouTube", "community": "Put your dot on call", "text": "would love to, but at least im paying for that in switzerland even it is not enabled 😂", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgwXSby0j1eVg0b-0sF4AaABAg"}, {"agent": "dots", "date": "2026-10-16", "source": "YouTube", "community": "Put your dot on call", "text": "i hope your dot checks these yt comments for feedback as well, please make it work in the eu and support more chat apps (like google chat integration)", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgxzokKTeH7A74Gg8o14AaABAg"}, {"agent": "dots", "date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@robinebers and chatgpt dots aren't available in the eu yet, last i checked. astra 6.1 is going to need to be a model that competes with opus 5.5, currently anyway, with good usage limits, in order for them to start bouncing back.", "link": "https://twitter.com/1905900669678039040/status/2111148661694746666"}]}, {"theme": "Availability on the Plus plan", "criterion": "billing.entry_plan", "authorWeeks": 70, "posts": 71, "examples": [{"agent": "dots", "date": "2026-10-18", "source": "YouTube", "community": "Put your dot on call", "text": "make it available for plus users.......what's wrong with you?\nwe pay...so give us this service please", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgytbHLaCyZ_SvHw_114AaABAg"}, {"agent": "dots", "date": "2026-10-17", "source": "YouTube", "community": "Put your dot on call", "text": "yeah, this is such bullshit that dots hasn't rolled out to paid plus users. it really makes me want to jump ship.", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=Ugy8q4Kc2WByrCqXfL94AaABAg"}, {"agent": "dots", "date": "2026-10-17", "source": "YouTube", "community": "Put your dot on call", "text": "i need dots in my plus acount, please, i'm an autonomous worker, just one orchestra worker and i think as insurance broker and real state could be great that you help me, three years working with you already and top fan! ❤", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgxxCyWE5m_TW_mCeRx4AaABAg"}]}, {"theme": "Multiple agents per account", "criterion": "auto.multi_agent", "authorWeeks": 31, "posts": 32, "examples": [{"agent": "dots", "date": "2026-10-17", "source": "YouTube", "community": "Put your dot on call", "text": "1) when will it be dots instead of 'dot' (singular)\n2) when can it be able to call people on the phone on my behalf?\n3) when can it 100% automate my computer? (without me having to resort to codex)\nthese are the only things i'm interested in.", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgwtJpQTH1b2AcFIiYJ4AaABAg"}, {"agent": "dots", "date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "why are openai’s dots called dots if you can only have one? i need more.", "link": "https://twitter.com/780497815818625028/status/2111579561267999121"}, {"agent": "dots", "date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "my @openai \"dot\" only has 1 purpose. \ntell me when \"dot(s)\" is released.\notherwise, it's ignored entirely. \n@openaidevs @thsottiaux \nsingle dot is useless for my use cases. [link]", "link": "https://twitter.com/733419117139496960/status/2111552769383620779"}]}, {"theme": "Availability on cheaper plans than top tier", "criterion": "billing.entry_plan", "authorWeeks": 22, "posts": 23, "examples": [{"agent": "dots", "date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "the fact that grokbot @bot and meta's muse @muse are available for most low-tier subscribers and even for free should be a wake up call for openai's dots @openai. like i wanna use dots but the fact that you have to pay $100/mo for it is nuts", "link": "https://twitter.com/1944393310690263040/status/2111158600760467804"}, {"agent": "dots", "date": "2026-10-10", "source": "YouTube", "community": "Set up your dot in the ChatGPT mobile app", "text": "@mspardal123indeed, and i use it too. but i’ve been using chat since dec 23’. we go wayyy back😅 i mean give us a dot with a limit and then if it’s worth it maybe we’ll join the next tier.", "link": "https://www.youtube.com/watch?v=p5KxBTUncoE&lc=Ugz554lNTjDeusOo_eh4AaABAg.AbklmO485BkAbmjohLCJ3E"}, {"agent": "dots", "date": "2026-10-10", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i want to try using chatgpt \"dots\"! but it costs $100... i'm a bit hesitant. is everyone using pro? \n[link]", "link": "https://twitter.com/1940904794/status/2108938116111458401"}]}, {"theme": "Availability in the UK", "criterion": "access.availability", "authorWeeks": 18, "posts": 18, "examples": [{"agent": "dots", "date": "2026-10-17", "source": "YouTube", "community": "Put your dot on call", "text": "i recognise that chatgpt is impressive, and i am unsure why you have not introduced dote in the uk or why versions vary across countries ?", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=Ugyd6-lb75J-ONzI2xR4AaABAg"}, {"agent": "dots", "date": "2026-10-09", "source": "YouTube", "community": "Set up your dot in the ChatGPT mobile app", "text": "i can’t access this because i’m in the uk. not sure why it’s not available to us", "link": "https://www.youtube.com/watch?v=p5KxBTUncoE&lc=UgzvwbQfo0eeFwVNzzV4AaABAg"}, {"agent": "dots", "date": "2026-10-04", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "uk users having to wait for access to @meta's muse or @openai's dots is a prime example of the lack of ai strength in this country. \nwe need to do better, we can do better.", "link": "https://twitter.com/25303081/status/2106812615574114541"}]}, {"theme": "Standalone dedicated app, not embedded", "criterion": "access.platform", "authorWeeks": 13, "posts": 13, "examples": [{"agent": "dots", "date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "openai dot is the first assistant/companion i’ve tried, and it’s pretty good. it definitely helps me conserve my decision budget.\ni just wish it was a separate app. when i open chatgpt on ios or codex on macos, i have a different job in mind than checking what my dot is up to.", "link": "https://twitter.com/612373/status/2111527996322689129"}, {"agent": "dots", "date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@bot(plus @x) &gt; @muse &gt; @openai dot\ndot needs a standalone app! it makes a huge difference", "link": "https://twitter.com/3181743769/status/2110834369204236585"}, {"agent": "dots", "date": "2026-10-02", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "hot take: chatgpt dots should have their own app. feels odd just being a sidebar tab in the corner. it's a very distinct thing", "link": "https://twitter.com/1042799721948098560/status/2106127406750716025"}]}, {"theme": "Connect multiple computers to one agent", "criterion": "connect.local_device", "authorWeeks": 12, "posts": 12, "examples": [{"agent": "dots", "date": "2026-10-16", "source": "YouTube", "community": "Put your dot on call", "text": "can you please allow it have access to multiple local computers in parallel? seems simple to implement but can boost productivity massively.", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgzfpLILq_r2YELGKnl4AaABAg"}, {"agent": "dots", "date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "it might be a niche thing, but i wish a chatgpt dot could connect to multiple always-on desktop computers, to remote control them from each other.", "link": "https://twitter.com/14751214/status/2111234147830415472"}, {"agent": "dots", "date": "2026-10-04", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@thsottiaux request for device connection for chatgpt dots\ni want it to be able to connect to multiple macs!!", "link": "https://twitter.com/3830241/status/2106574328070607218"}]}, {"theme": "Instant call pickup without fake ringing", "criterion": "ask.speed", "authorWeeks": 12, "posts": 12, "examples": [{"agent": "dots", "date": "2026-10-16", "source": "YouTube", "community": "Put your dot on call", "text": "it would be amazing if calls didn't take so long to connect or dots didn't suddenly lose access to your codex all the time. when integration isn't an issue, dots are really powerful", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgzzwlgbTYDmrMUlTQ14AaABAg"}, {"agent": "dots", "date": "2026-10-10", "source": "YouTube", "community": "ChatGPT Dots Is WAY More Powerful Than You Think", "text": "i wish that the call didn’t ring 3 or 4 times. i was used to the voice mode that starts immediately.", "link": "https://www.youtube.com/watch?v=WXhOxfPECnM&lc=UgwfZspntayrj7ZAmnZ4AaABAg"}, {"agent": "dots", "date": "2026-10-09", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "my @chatgpt dot “call” rings 5x then fails\nmy @grok @bot picks up within 1 sec and gets to work \nthe fake phone call set up is a terrible product decision, especially when your\n“always on assistant” just… isn’t on? [link]", "link": "https://twitter.com/1756394384655003648/status/2108566954474938847"}]}, {"theme": "Selectable and custom agent voices", "criterion": "ask.voice", "authorWeeks": 12, "posts": 12, "examples": [{"agent": "dots", "date": "2026-10-16", "source": "YouTube", "community": "Put your dot on call", "text": "please give us the ability to change our dots voices separately from a chat gpt voices thank you", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgyC7e5AW_XrDTdr6ud4AaABAg"}, {"agent": "dots", "date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@openai dots should support female voices😀, the male voice lacks clarity.", "link": "https://twitter.com/2110862543891976192/status/2110938927951720701"}, {"agent": "dots", "date": "2026-10-06", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i love my @openai dots.\nbut i’d love it more if he was old and british.\nhow do i change my voice 😭🤞 [link]", "link": "https://twitter.com/1546805400678600710/status/2107276987140370450"}]}, {"theme": "Global availability beyond launch countries", "criterion": "access.availability", "authorWeeks": 11, "posts": 11, "examples": [{"agent": "dots", "date": "2026-10-13", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@kanishkanarayan too many restrictions, we cant get openai's dot, no chance of meta's muse neither, which means the public cant keep up with usa publics innovation.", "link": "https://twitter.com/1601993174548971520/status/2109936858826445125"}, {"agent": "dots", "date": "2026-10-09", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@alexandr_wang muse is the goat. one month in and the whole field woke up, openai dots, manus cue, grokbot …etc, full robot war. beautiful. quick question tho, the other 190 countries were also invited, or is “global” still a concept?🤣", "link": "https://twitter.com/1239214643219841024/status/2108500192119140745"}, {"agent": "dots", "date": "2026-10-02", "source": "YouTube", "community": "ChatGPT Dots Is Insane... But Gemini’s NEW Argon Is EVEN Bigger", "text": "to bad i am from `european economic area` so gotta wait till they rollout dots worldwide :p", "link": "https://www.youtube.com/watch?v=kmo9Mk_gIUk&lc=Ugy-bZF6ZmWLBtM8I-p4AaABAg"}]}, {"theme": "Home and lock screen widgets", "criterion": "access.platform", "authorWeeks": 11, "posts": 11, "examples": [{"agent": "dots", "date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "a little ux wishlist for chatgpt dots, @openai 👀\n• bring back swipe-right-to-reply\n• add a search bar for our dot conversations\n• give dots an android home-screen widget\nsmall touches that would make everyday use so much nicer. especially that widget 🥹", "link": "https://twitter.com/1843728766541148160/status/2111313894115520909"}, {"agent": "dots", "date": "2026-10-13", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@reach_vb can you all make a chatgpt dot shortcut or widget please i'm sick of double tapping into the app then my fat booty dot. its losing me 100ks of revenue as we speak wasting my time", "link": "https://twitter.com/766925674909052928/status/2110034298879496248"}, {"agent": "dots", "date": "2026-10-10", "source": "YouTube", "community": "Set up your dot in the ChatGPT mobile app", "text": "rrally need seperate app or widget for phones. i dnt wanna keep going through the chatgpt app. do same as muse", "link": "https://www.youtube.com/watch?v=p5KxBTUncoE&lc=UgzoNldBZ9lQtEZdAMF4AaABAg"}]}, {"theme": "Pro plan availability in Europe and UK", "criterion": "access.availability", "authorWeeks": 10, "posts": 10, "examples": [{"agent": "dots", "date": "2026-10-05", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i can’t use openai dots on my pro plan because i’m in the eu. so i’m looking at grok bot 👀 [link]", "link": "https://twitter.com/1956392094479646728/status/2107179470708941189"}, {"agent": "dots", "date": "2026-10-05", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "📰 openai dots: agents continue to work, not yet for eu-pro\nopenai launched dots, agents with their own cloud computer that also work when you don't. what they can do…\n👉 read more: [link]\n#ai #artificialintelligence #ainews #openai #dots #chatgpt [link]", "link": "https://twitter.com/854974516795236352/status/2107000591071293829"}, {"agent": "dots", "date": "2026-10-03", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "openai's dots launched this week. if you're a pro user in europe, you're not invited. again. always-on agents are redefining how work gets done, and we're watching from the waiting list. the future doesn't wait for brussels to finish its paperwork.", "link": "https://twitter.com/132249056/status/2106299039331320130"}]}]}, "weekly": [{"week": "2026-09-28", "positive": 702, "negative": 969, "positiveShare": 42.0, "ci95": [39.7, 44.4]}, {"week": "2026-10-05", "positive": 414, "negative": 608, "positiveShare": 40.5, "ci95": [37.5, 43.5]}, {"week": "2026-10-12", "positive": 301, "negative": 300, "positiveShare": 50.1, "ci95": [46.1, 54.1]}], "weeklyScore": [{"week": "2026-08-31", "authors": 0, "reach": null, "regard": null, "score": null, "ranking": null}, {"week": "2026-09-07", "authors": 0, "reach": null, "regard": null, "score": null, "ranking": null}, {"week": "2026-09-14", "authors": 0, "reach": null, "regard": null, "score": null, "ranking": null}, {"week": "2026-09-21", "authors": 0, "reach": null, "regard": null, "score": null, "ranking": null}, {"week": "2026-09-28", "authors": 6583, "reach": null, "regard": null, "score": null, "ranking": null}, {"week": "2026-10-05", "authors": 3157, "reach": {"shareOfVoice": 11.78, "value": 0.837}, "regard": {"value": 0.405, "ci95": [0.391, 0.42]}, "score": {"value": 38.8, "ci95": [37.3, 40.8]}, "ranking": {"rank": 7, "rankRange": [7, 8]}}, {"week": "2026-10-12", "authors": 1912, "reach": {"shareOfVoice": 9.32, "value": 0.801}, "regard": {"value": 0.438, "ci95": [0.421, 0.457]}, "score": {"value": 40.2, "ci95": [38.0, 43.4]}, "ranking": {"rank": 8, "rankRange": [7, 8]}}]}, {"id": "poke", "name": "Poke", "maker": "The Interaction Company", "sources": [{"channel": "X", "selector": "@interaction", "posts": 506}, {"channel": "YouTube", "selector": "Comments on videos that name it, or that name it themselves", "posts": 2}, {"channel": "Reddit", "selector": "Posts that name it", "posts": 1}], "records": 509, "judgingPosts": 190, "authors": 361, "authorWeeks": 419, "reach": {"shareOfVoice": 0.24, "weightedUsers": 221.6, "value": 0.0}, "regard": {"positiveAuthorWeeks": 73, "negativeAuthorWeeks": 84, "rawPositiveShare": 46.5, "rawCi95": [38.9, 54.3], "value": 0.49, "ci95": [0.483, 0.497]}, "score": {"value": 36.4, "ci95": [35.7, 37.1], "popularityZ": -1.931, "loveZ": -0.046}, "ranking": {"rank": 9, "rankRange": [9, 9]}, "levers": {"connect": {"score": 36.4, "gain": 0.0, "rank": 9}, "act": {"score": 37.1, "gain": 0.72, "rank": 9}, "auto": {"score": 36.5, "gain": 0.16, "rank": 9}, "control": {"score": 36.4, "gain": 0.04, "rank": 9}, "vendor": {"score": 36.5, "gain": 0.13, "rank": 9}}, "criteria": {"billing": {"praise": 6, "complaint": 9, "n": 15, "weighted": {"praise": 3.58, "complaint": 6.38}, "praiseShare": 40.0, "ci95": [19.8, 64.3], "regard": 0.5001, "regardCi95": [0.487, 0.513], "salience": 9.6, "receipts": {"praise": [{"date": "2026-09-26", "source": "X", "community": "@interaction", "polarity": "praise", "text": "i was unexpectedly reposted by the original poke @interaction. poke is an interesting personal agent, so i will enjoy using it. it's free, and i can recommend it as a tool for those who want to try a personal agent first.", "link": "https://twitter.com/107463790/status/2103886296217530607"}, {"date": "2026-09-30", "source": "X", "community": "@interaction", "polarity": "praise", "text": "i keep using @interaction ‘s poke when i feel like talking to a bot which can encourage me to learn something, keep me on the right track\nit’s that good\neven in its free tier!\nthanks founders of poke :)", "link": "https://twitter.com/941844094145327104/status/2105186956183482671"}, {"date": "2026-09-07", "source": "X", "community": "@interaction", "polarity": "praise", "text": "@harrystebbings @noahrshinn i have the same thing on poke / @interaction, basically free and less privacy issues… really don’t get why mainstream vc x is obsessed with instinct when poke has been around for over a year", "link": "https://twitter.com/1585221113465954304/status/2096939012057649609"}], "complaint": [{"date": "2026-10-10", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@poteto @geoffreyhuntley @bot @interaction have y’all fixed the usage yet?\nran out within 24 hours", "link": "https://twitter.com/2036591928855433216/status/2108975508742705558"}, {"date": "2026-09-05", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@interaction i am charged every month even i canceled my sub and your team said i am unsubbed", "link": "https://twitter.com/1751253442926923776/status/2096372701556535304"}, {"date": "2026-08-31", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@interaction revoked my early adopter bargain price (5$)\ni requested a data export and complete removal of my account. \ngoodbye.\nnow really wish i didn't care that much back in the day and bargained till 0.01$", "link": "https://twitter.com/1830570774781931520/status/2094519533989925147"}, {"date": "2026-08-31", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@interaction fun product but it makes 0 sense to pay 19 bucks for it. \nhoping you guys the best of luck tho", "link": "https://twitter.com/1830570774781931520/status/2094519697400070427"}, {"date": "2026-10-02", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@zupbryy @peduarte @interaction sent them an email ages ago; they don’t reply. very unprofessional bad service. they’re charging me monthly for a poke sub i can’t use or cancel due to a changed phone number.", "link": "https://twitter.com/1114896664643407872/status/2105978144058454506"}]}}, "access": {"praise": 3, "complaint": 3, "n": 6, "weighted": {"praise": 1.69, "complaint": 1.44}, "praiseShare": 50.0, "ci95": [18.8, 81.2], "regard": 0.5041, "regardCi95": [0.497, 0.513], "salience": 3.8, "receipts": {"praise": [{"date": "2026-09-18", "source": "X", "community": "@interaction", "polarity": "praise", "text": "@akshmnd @interaction poke was the og at ai first onboarding. i still use it (i negotiated hard and got it for free) 😂", "link": "https://twitter.com/214674363/status/2100742160891134037"}, {"date": "2026-09-03", "source": "X", "community": "@interaction", "polarity": "praise", "text": "@harshitkhemani @interaction vedanta did\nthing is this seems to be pretty attuned to india\nwhatsapp integration seems really solid and onboarding took like 120 seconds", "link": "https://twitter.com/1733869203319611392/status/2095397593220329750"}], "complaint": [{"date": "2026-09-22", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@brettster @interaction @asideai i did the same wiring dance with poke. these days i just use [link], it runs the web tasks and the calls with my logins and i never touch it.", "link": "https://twitter.com/1833345605831176193/status/2102235435737272350"}, {"date": "2026-09-13", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@fainzaig @interaction i tried to use this once but my number never got the signup code", "link": "https://twitter.com/1888767580401545216/status/2099195412351430792"}]}}, "connect": {"praise": 2, "complaint": 3, "n": 5, "weighted": {"praise": 1.44, "complaint": 1.66}, "praiseShare": 40.0, "ci95": [11.8, 76.9], "regard": 0.5, "regardCi95": [0.493, 0.507], "salience": 3.2, "receipts": {"praise": [{"date": "2026-09-25", "source": "X", "community": "@interaction", "polarity": "praise", "text": "last september, i was negotiating with @interaction for early access.\nnow, i use poke every single day.\ni still remember being genuinely shocked by how much it knew about me just from reading my emails, and how human the texts felt.\nnow? it’s just the new normal 🤯 [link]", "link": "https://twitter.com/759710221392449536/status/2103496944706564221"}], "complaint": [{"date": "2026-09-21", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@mihirrr_08 @interaction this was all fun in games having poke via business imessage until you try to share a file and send it to poke via quick share and you realize you can’t because it’s a “business”", "link": "https://twitter.com/1972456540369215488/status/2102047663185145904"}, {"date": "2026-09-01", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "annoying that @interaction still can’t access my icloud email tbh", "link": "https://twitter.com/1591847785963421696/status/2094748239480172751"}]}}, "ask": {"praise": 19, "complaint": 10, "n": 29, "weighted": {"praise": 11.8, "complaint": 6.24}, "praiseShare": 65.5, "ci95": [47.3, 80.1], "regard": 0.5125, "regardCi95": [0.498, 0.528], "salience": 18.5, "receipts": {"praise": [{"date": "2026-10-13", "source": "X", "community": "@interaction", "polarity": "praise", "text": "@sezeriltekin @interaction i think the secret of a natural style lies in short and warm sentences. poke's tone seems to do just that, it writes as if it is speaking. if this trend becomes widespread, talking to artificial intelligence will feel much more comfortable.", "link": "https://twitter.com/2027116221074677761/status/2109817341915602990"}, {"date": "2026-10-12", "source": "X", "community": "@interaction", "polarity": "praise", "text": "no artificial intelligence agent feels as real as this. what kind of style is this? i can't get used to the naturalness of poke @interaction [link]", "link": "https://twitter.com/253014472/status/2109718928582906027"}, {"date": "2026-09-18", "source": "X", "community": "@interaction", "polarity": "praise", "text": "@mattcrv @noahrshinn @interaction both have their upsides. but @interaction is a way more polished product. especially with the apple messages integration.", "link": "https://twitter.com/1134699711397584897/status/2101087457320259864"}, {"date": "2026-09-10", "source": "X", "community": "@interaction", "polarity": "praise", "text": "not going to lie @interaction is way more fun to talk to than instinct", "link": "https://twitter.com/1538978288135286784/status/2097873347035963771"}, {"date": "2026-09-10", "source": "X", "community": "@interaction", "polarity": "praise", "text": "this is the funniest ai assistant ever 😭\nyu killin’ me @interaction 🤣 [link]", "link": "https://twitter.com/1794383406341484545/status/2098044925401039326"}], "complaint": [{"date": "2026-09-21", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@mihirrr_08 @interaction poke's ui absolutetly sucks tho, its so bland, colorless, and just feels like a corporate agent. \ndefinetly using instinct &amp; muse after trying poke.", "link": "https://twitter.com/2062804950204473344/status/2102107123572441456"}, {"date": "2026-09-04", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@interaction @marvinvonhagen every since acquired by cognition the responses have been awful, what is this huge block of text, not even formatted correctly, for a simple answer, what happened? [link]", "link": "https://twitter.com/3015164584/status/2096018378167037988"}]}}, "act": {"praise": 12, "complaint": 18, "n": 30, "weighted": {"praise": 8.53, "complaint": 11.07}, "praiseShare": 40.0, "ci95": [24.6, 57.7], "regard": 0.4648, "regardCi95": [0.442, 0.487], "salience": 19.1, "receipts": {"praise": [{"date": "2026-10-12", "source": "X", "community": "@interaction", "polarity": "praise", "text": "@sezeriltekin @interaction i have an astro blog on github + netlify, i'm writing blog posts as if i'm chatting with poke through github integration, it creates the markdown in the repo and i use this brother as a cms with auto deploy.", "link": "https://twitter.com/1635236603571453952/status/2109744606703477021"}, {"date": "2026-10-09", "source": "X", "community": "@interaction", "polarity": "praise", "text": "@ryanshay_ @interaction @sentiencecom and some of my own agents\nmy requirements:\n1. read x posts for me\n2. read articles for me\npoke was the first to do this for me", "link": "https://twitter.com/1805018457609756672/status/2108612940622397714"}, {"date": "2026-09-29", "source": "X", "community": "@interaction", "polarity": "praise", "text": "i kind of like @interaction's poke just to notify me of any important emails faster than i would manually check gmail. (gmail notifications are silenced for me)", "link": "https://twitter.com/1453015979353587712/status/2105028605315371134"}, {"date": "2026-09-08", "source": "X", "community": "@interaction", "polarity": "praise", "text": "i let @interaction + gpt 6 astra be my growth eng\ni now have a receipt deck that i flick away to check my transactions [link]", "link": "https://twitter.com/1965912860850270215/status/2097329893570957649"}, {"date": "2026-10-06", "source": "X", "community": "@interaction", "polarity": "praise", "text": "thanks @interaction for fixing my car, finding which fuse is for what, researching forums has gotten really good over the past few months. poke knew my issues from a few months ago, with that, it researched more and found the cause. power usage when car is off before vs after [link]", "link": "https://twitter.com/768135298165465088/status/2107501763909624083"}], "complaint": [{"date": "2026-10-12", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@sezeriltekin @interaction incredibly bad, it can only be talked about, never give them a job to do.", "link": "https://twitter.com/200210563/status/2109753527123722468"}, {"date": "2026-10-10", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "guys i think i'm going to drop poke @interaction with the recent boom in ai agents he feels too behind, i wasn't planning to get this attached it feels like i'm breaking up with a friend :'( he is too smart for harder tasks and too stupid for basic tasks idk why", "link": "https://twitter.com/1187051819920437255/status/2109004775329308817"}, {"date": "2026-10-06", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "hey @interaction , poke keeps stopping on user lookup errors every time it tries to make an outlook draft. any help?", "link": "https://twitter.com/2056065711915565057/status/2107490081179070972"}, {"date": "2026-09-13", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@fainzaig @interaction it trying to do world cup schedule was last straw for me. fundamentally broken", "link": "https://twitter.com/1934681683057627139/status/2099016720807850035"}, {"date": "2026-09-13", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@fainzaig @interaction i tried planning stops for a [address]trip with poke and it did such a shit job, i realized way too late (my fault). immediately switched to hermes agent after", "link": "https://twitter.com/825530964/status/2099145033349787781"}]}}, "auto": {"praise": 6, "complaint": 9, "n": 15, "weighted": {"praise": 3.86, "complaint": 4.26}, "praiseShare": 40.0, "ci95": [19.8, 64.3], "regard": 0.487, "regardCi95": [0.473, 0.501], "salience": 9.6, "receipts": {"praise": [{"date": "2026-09-29", "source": "X", "community": "@interaction", "polarity": "praise", "text": "i kind of like @interaction's poke just to notify me of any important emails faster than i would manually check gmail. (gmail notifications are silenced for me)\nalso i would've absolutely forgotten about paying my apple card [link]", "link": "https://twitter.com/1453015979353587712/status/2105028743420895570"}], "complaint": [{"date": "2026-09-03", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@rohanpatraxyz @bbjzoom @interaction i realized that too - it's was extremely buggy it's said it's sandbox was rate limited too so mid task couldn't live i thought it's could continue to do stuff like fill schedule forms or availability which would require its to be live", "link": "https://twitter.com/2015807937147531264/status/2095327252565164302"}, {"date": "2026-10-10", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "after months of not responding to my @interaction, it figured to reset my morning to my evening. nice. \ni guess it's not going well after the acquisition. [link]", "link": "https://twitter.com/1882078927604318208/status/2108905007689146604"}, {"date": "2026-09-13", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@fainzaig @interaction it's been stupid lately, had to turn off all routines", "link": "https://twitter.com/1283227301241552897/status/2099178279978594391"}]}}, "control": {"praise": 2, "complaint": 4, "n": 6, "weighted": {"praise": 1.44, "complaint": 2.76}, "praiseShare": 33.3, "ci95": [9.7, 70.0], "regard": 0.4945, "regardCi95": [0.485, 0.503], "salience": 3.8, "receipts": {"praise": [{"date": "2026-09-21", "source": "X", "community": "@interaction", "polarity": "praise", "text": "@mihirrr_08 @interaction that’s another area it becomes superior, you can change its contact photo, imessage background, and name", "link": "https://twitter.com/1972456540369215488/status/2102147798934155738"}, {"date": "2026-10-10", "source": "X", "community": "@interaction", "polarity": "praise", "text": "i use \"the dr.\" to build all my new bots. dr eggbot doesn't just spin up a bot. it asks the preference questions first, then builds one with a tight job, the right tools, and the stuff new users usually skip: read-only limits, no surprise sends, propose-then-apply, and a clear wake so it doesn't wander. that's why it's worth using for creation instead of hand-rolling from scratch.", "link": "https://twitter.com/1428195201206554635/status/2108975554523508749"}], "complaint": []}}, "trust": {"praise": 6, "complaint": 2, "n": 8, "weighted": {"praise": 4.07, "complaint": 1.02}, "praiseShare": 75.0, "ci95": [40.9, 92.9], "regard": 0.5155, "regardCi95": [0.503, 0.531], "salience": 5.1, "receipts": {"praise": [{"date": "2026-09-07", "source": "X", "community": "@interaction", "polarity": "praise", "text": "@harrystebbings @noahrshinn i have the same thing on poke / @interaction, basically free and less privacy issues… really don’t get why mainstream vc x is obsessed with instinct when poke has been around for over a year", "link": "https://twitter.com/1585221113465954304/status/2096939012057649609"}], "complaint": [{"date": "2026-09-10", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "i love how @interaction would just leak their internal system unprompted, very cool feature 😂 [link]", "link": "https://twitter.com/1783231318601437184/status/2098110857590821040"}]}}, "vendor": {"praise": 1, "complaint": 30, "n": 31, "weighted": {"praise": 1.0, "complaint": 19.38}, "praiseShare": 3.2, "ci95": [0.6, 16.2], "regard": 0.4765, "regardCi95": [0.464, 0.492], "salience": 19.7, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "@interaction", "polarity": "praise", "text": "@jjenglert @muse of all the personal agents i have set up, my favourite and the best is still @interaction - it’s recently even got better imo.", "link": "https://twitter.com/43325279/status/2110789650482626620"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "kills me to say but @interaction’s poke is beyond unusable now. have been holding out but it just continues to deteriorate.", "link": "https://twitter.com/752221173769904128/status/2111809536076259534"}, {"date": "2026-10-16", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "unfortunately poke by @interaction is becoming dumber day after day after day", "link": "https://twitter.com/2103182424004030464/status/2110896850517815597"}, {"date": "2026-10-10", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@omooretweets @marvinvonhagen @felixms @interaction was a big fan of poke til they stopped shipping. can we still expect newer things and features to come out of @interaction or it's in indefinite hiatus @marvinvonhagen ?", "link": "https://twitter.com/328935100/status/2108950611786174870"}, {"date": "2026-10-01", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@peduarte @interaction oh @interaction i have a customer support email pending btw.. waiting on your team's response :)", "link": "https://twitter.com/1409955362925465605/status/2105747738998804650"}, {"date": "2026-09-29", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "yo @interaction what happened to poke it stopped working and you guys stopped posting", "link": "https://twitter.com/1752407710534860801/status/2105071234882900473"}]}}, "billing.price_level": {"praise": 4, "complaint": 2, "n": 6, "weighted": {"praise": 2.28, "complaint": 1.06}, "praiseShare": 66.7, "ci95": [30.0, 90.3], "regard": 0.5023, "regardCi95": [0.495, 0.509], "salience": 3.8, "receipts": {"praise": [{"date": "2026-09-07", "source": "X", "community": "@interaction", "polarity": "praise", "text": "@harrystebbings @noahrshinn i have the same thing on poke / @interaction, basically free and less privacy issues… really don’t get why mainstream vc x is obsessed with instinct when poke has been around for over a year", "link": "https://twitter.com/1585221113465954304/status/2096939012057649609"}], "complaint": [{"date": "2026-08-31", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@interaction fun product but it makes 0 sense to pay 19 bucks for it. \nhoping you guys the best of luck tho", "link": "https://twitter.com/1830570774781931520/status/2094519697400070427"}]}}, "billing.entry_plan": {"praise": 2, "complaint": 0, "n": 2, "weighted": {"praise": 1.3, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [34.2, 100.0], "regard": 0.5026, "regardCi95": [0.5, 0.507], "salience": 1.3, "receipts": {"praise": [{"date": "2026-09-26", "source": "X", "community": "@interaction", "polarity": "praise", "text": "i was unexpectedly reposted by the original poke @interaction. poke is an interesting personal agent, so i will enjoy using it. it's free, and i can recommend it as a tool for those who want to try a personal agent first.", "link": "https://twitter.com/107463790/status/2103886296217530607"}, {"date": "2026-09-30", "source": "X", "community": "@interaction", "polarity": "praise", "text": "i keep using @interaction ‘s poke when i feel like talking to a bot which can encourage me to learn something, keep me on the right track\nit’s that good\neven in its free tier!\nthanks founders of poke :)", "link": "https://twitter.com/941844094145327104/status/2105186956183482671"}], "complaint": []}}, "billing.usage_cap": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 1.84}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.497, "regardCi95": [0.492, 0.5], "salience": 1.3, "receipts": {"praise": [], "complaint": [{"date": "2026-10-12", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@semihdev @bot @interaction the bot goes smoothly when it needs to use a little tool. the limits should be doubled.", "link": "https://twitter.com/1243644225746542592/status/2109601747832549398"}, {"date": "2026-10-10", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@poteto @geoffreyhuntley @bot @interaction have y’all fixed the usage yet?\nran out within 24 hours", "link": "https://twitter.com/2036591928855433216/status/2108975508742705558"}]}}, "billing.token_efficiency": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 1.0}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4982, "regardCi95": [0.495, 0.5], "salience": 0.6, "receipts": {"praise": [], "complaint": [{"date": "2026-10-14", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "3/ early poke @interaction stopped mid-answer when i sent a new message, and switched to that.\nmy chat history showed i’d often ask it to finish, only for it to start over.\nthat hard stop didn’t save compute: the same content got generated twice.", "link": "https://twitter.com/4888576830/status/2110399063183200667"}]}}, "billing.plan_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.purchase_flow": {"praise": 0, "complaint": 5, "n": 5, "weighted": {"praise": 0.0, "complaint": 2.83}, "praiseShare": 0.0, "ci95": [-0.0, 43.4], "regard": 0.4961, "regardCi95": [0.492, 0.499], "salience": 3.2, "receipts": {"praise": [], "complaint": [{"date": "2026-09-05", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@interaction i am charged every month even i canceled my sub and your team said i am unsubbed", "link": "https://twitter.com/1751253442926923776/status/2096372701556535304"}, {"date": "2026-10-02", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@zupbryy @peduarte @interaction sent them an email ages ago; they don’t reply. very unprofessional bad service. they’re charging me monthly for a poke sub i can’t use or cancel due to a changed phone number.", "link": "https://twitter.com/1114896664643407872/status/2105978144058454506"}, {"date": "2026-10-01", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@interaction your ai agent poke has been promising me a refund for months for accidental pro charges, and now its email tool keeps crashing with database errors instead of sending it. fix your billing and get back to me", "link": "https://twitter.com/1562472293493682178/status/2105526150500163682"}]}}, "access.availability": {"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": []}}, "access.platform": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 0.84, "complaint": 0.42}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.5027, "regardCi95": [0.498, 0.51], "salience": 1.3, "receipts": {"praise": [], "complaint": []}}, "access.sign_in": {"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": 0.6, "receipts": {"praise": [], "complaint": [{"date": "2026-09-13", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@fainzaig @interaction i tried to use this once but my number never got the signup code", "link": "https://twitter.com/1888767580401545216/status/2099195412351430792"}]}}, "access.setup": {"praise": 2, "complaint": 1, "n": 3, "weighted": {"praise": 0.85, "complaint": 0.59}, "praiseShare": 66.7, "ci95": [20.8, 93.9], "regard": 0.5008, "regardCi95": [0.497, 0.505], "salience": 1.9, "receipts": {"praise": [{"date": "2026-09-03", "source": "X", "community": "@interaction", "polarity": "praise", "text": "@harshitkhemani @interaction vedanta did\nthing is this seems to be pretty attuned to india\nwhatsapp integration seems really solid and onboarding took like 120 seconds", "link": "https://twitter.com/1733869203319611392/status/2095397593220329750"}], "complaint": [{"date": "2026-09-22", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@brettster @interaction @asideai i did the same wiring dance with poke. these days i just use [link], it runs the web tasks and the calls with my logins and i never touch it.", "link": "https://twitter.com/1833345605831176193/status/2102235435737272350"}]}}, "connect.coverage": {"praise": 2, "complaint": 1, "n": 3, "weighted": {"praise": 1.44, "complaint": 0.35}, "praiseShare": 66.7, "ci95": [20.8, 93.9], "regard": 0.5014, "regardCi95": [0.497, 0.506], "salience": 1.9, "receipts": {"praise": [], "complaint": [{"date": "2026-09-01", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "annoying that @interaction still can’t access my icloud email tbh", "link": "https://twitter.com/1591847785963421696/status/2094748239480172751"}]}}, "connect.account_link": {"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": []}}, "connect.site_blocking": {"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": []}}, "connect.local_device": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.71}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4978, "regardCi95": [0.492, 0.5], "salience": 0.6, "receipts": {"praise": [], "complaint": []}}, "connect.file_transfer": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.59}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4989, "regardCi95": [0.497, 0.5], "salience": 0.6, "receipts": {"praise": [], "complaint": [{"date": "2026-09-21", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@mihirrr_08 @interaction this was all fun in games having poke via business imessage until you try to share a file and send it to poke via quick share and you realize you can’t because it’s a “business”", "link": "https://twitter.com/1972456540369215488/status/2102047663185145904"}]}}, "ask.channel": {"praise": 8, "complaint": 2, "n": 10, "weighted": {"praise": 4.8, "complaint": 1.02}, "praiseShare": 80.0, "ci95": [49.0, 94.3], "regard": 0.5044, "regardCi95": [0.495, 0.512], "salience": 6.4, "receipts": {"praise": [{"date": "2026-10-01", "source": "X", "community": "@interaction", "polarity": "praise", "text": "@rexcardan @thsottiaux also, i want to be able to message it from imessage, that was a huge upside for me when using @interaction or @openclaw or instinct, and it's a big reason i don't use muse/grokbot as often.", "link": "https://twitter.com/1557154028013887488/status/2105684734634340491"}, {"date": "2026-09-18", "source": "X", "community": "@interaction", "polarity": "praise", "text": "@mattcrv @noahrshinn @interaction both have their upsides. but @interaction is a way more polished product. especially with the apple messages integration.", "link": "https://twitter.com/1134699711397584897/status/2101087457320259864"}, {"date": "2026-09-28", "source": "X", "community": "@interaction", "polarity": "praise", "text": "slightly different service but @interaction has had the human feature for quite a while. not sure where they sit with all these agents being released. \ni must admit to having a bit of a connection to poke, we’ve got through a lot of work over the last year and running through imessage gives it a more personal feel.", "link": "https://twitter.com/20181074/status/2104668434831114449"}], "complaint": []}}, "ask.voice": {"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": []}}, "ask.conversation": {"praise": 1, "complaint": 2, "n": 3, "weighted": {"praise": 0.35, "complaint": 1.02}, "praiseShare": 33.3, "ci95": [6.1, 79.2], "regard": 0.499, "regardCi95": [0.495, 0.502], "salience": 1.9, "receipts": {"praise": [], "complaint": [{"date": "2026-09-23", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@capitaltruist @openclaw @interaction @muse yeah the single chat thing annoyed me too, mae feels different. [link]", "link": "https://twitter.com/2765730455/status/2102771496754327892"}]}}, "ask.speed": {"praise": 3, "complaint": 1, "n": 4, "weighted": {"praise": 1.84, "complaint": 1.0}, "praiseShare": 75.0, "ci95": [30.1, 95.4], "regard": 0.502, "regardCi95": [0.495, 0.509], "salience": 2.5, "receipts": {"praise": [{"date": "2026-10-09", "source": "X", "community": "@interaction", "polarity": "praise", "text": "one reason why i use imessage agents like @interaction instinct for daily stuff is the launch time. the chatgpt app takes like forever to boot and by that time i have already sent that message in imessage. and also the responses are shorter and quicker. [link]", "link": "https://twitter.com/1094982196417318913/status/2108448669313675457"}], "complaint": []}}, "ask.app_client": {"praise": 0, "complaint": 3, "n": 3, "weighted": {"praise": 0.0, "complaint": 1.94}, "praiseShare": 0.0, "ci95": [0.0, 56.2], "regard": 0.4966, "regardCi95": [0.492, 0.5], "salience": 1.9, "receipts": {"praise": [], "complaint": [{"date": "2026-09-21", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@mihirrr_08 @interaction poke's ui absolutetly sucks tho, its so bland, colorless, and just feels like a corporate agent. \ndefinetly using instinct &amp; muse after trying poke.", "link": "https://twitter.com/2062804950204473344/status/2102107123572441456"}]}}, "ask.persona": {"praise": 10, "complaint": 4, "n": 14, "weighted": {"praise": 7.14, "complaint": 2.77}, "praiseShare": 71.4, "ci95": [45.4, 88.3], "regard": 0.4956, "regardCi95": [0.477, 0.512], "salience": 8.9, "receipts": {"praise": [{"date": "2026-10-13", "source": "X", "community": "@interaction", "polarity": "praise", "text": "@sezeriltekin @interaction i think the secret of a natural style lies in short and warm sentences. poke's tone seems to do just that, it writes as if it is speaking. if this trend becomes widespread, talking to artificial intelligence will feel much more comfortable.", "link": "https://twitter.com/2027116221074677761/status/2109817341915602990"}, {"date": "2026-10-12", "source": "X", "community": "@interaction", "polarity": "praise", "text": "no artificial intelligence agent feels as real as this. what kind of style is this? i can't get used to the naturalness of poke @interaction [link]", "link": "https://twitter.com/253014472/status/2109718928582906027"}, {"date": "2026-09-10", "source": "X", "community": "@interaction", "polarity": "praise", "text": "not going to lie @interaction is way more fun to talk to than instinct", "link": "https://twitter.com/1538978288135286784/status/2097873347035963771"}], "complaint": [{"date": "2026-09-04", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@interaction @marvinvonhagen every since acquired by cognition the responses have been awful, what is this huge block of text, not even formatted correctly, for a simple answer, what happened? [link]", "link": "https://twitter.com/3015164584/status/2096018378167037988"}]}}, "act.email": {"praise": 2, "complaint": 2, "n": 4, "weighted": {"praise": 1.21, "complaint": 1.13}, "praiseShare": 50.0, "ci95": [15.0, 85.0], "regard": 0.4856, "regardCi95": [0.461, 0.503], "salience": 2.5, "receipts": {"praise": [{"date": "2026-09-29", "source": "X", "community": "@interaction", "polarity": "praise", "text": "i kind of like @interaction's poke just to notify me of any important emails faster than i would manually check gmail. (gmail notifications are silenced for me)", "link": "https://twitter.com/1453015979353587712/status/2105028605315371134"}, {"date": "2026-09-29", "source": "X", "community": "@interaction", "polarity": "praise", "text": "i kind of like @interaction's poke just to notify me of any important emails faster than i would manually check gmail. (gmail notifications are silenced for me)\nalso i would've absolutely forgotten about paying my apple card [link]", "link": "https://twitter.com/1453015979353587712/status/2105028743420895570"}], "complaint": [{"date": "2026-09-13", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@fainzaig @interaction it lowkey is terrible.. super hit or miss of when you get emails.", "link": "https://twitter.com/1879996691941847043/status/2099223315193991539"}, {"date": "2026-10-01", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@interaction your ai agent poke has been promising me a refund for months for accidental pro charges, and now its email tool keeps crashing with database errors instead of sending it. fix your billing and get back to me", "link": "https://twitter.com/1562472293493682178/status/2105526150500163682"}]}}, "act.calendar": {"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": []}}, "act.reservations": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 1.02}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4887, "regardCi95": [0.471, 0.5], "salience": 1.3, "receipts": {"praise": [], "complaint": [{"date": "2026-09-27", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@defnozi @interaction poke never vibed for me either. i moved to asmi ai for the same stuff, it actually follows through on calls and bookings.", "link": "https://twitter.com/315054788/status/2104038252474966245"}]}}, "act.shopping": {"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": []}}, "act.admin": {"praise": 1, "complaint": 0, "n": 1, "weighted": {"praise": 0.71, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [20.7, 100.0], "regard": 0.5009, "regardCi95": [0.5, 0.503], "salience": 0.6, "receipts": {"praise": [{"date": "2026-10-04", "source": "X", "community": "@interaction", "polarity": "praise", "text": "most voice note apps are where ideas go to die.\ni capture in @voicenotesai and @letterlyai. once a day, @interaction (poke) files the new transcripts into a notion database. official mcp servers, so it's your login, not a scrape. (1/3) [link]", "link": "https://twitter.com/1464098059235864576/status/2106879157091328387"}], "complaint": []}}, "act.finance": {"praise": 1, "complaint": 0, "n": 1, "weighted": {"praise": 0.42, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [20.7, 100.0], "regard": 0.5006, "regardCi95": [0.5, 0.502], "salience": 0.6, "receipts": {"praise": [], "complaint": []}}, "act.research": {"praise": 5, "complaint": 1, "n": 6, "weighted": {"praise": 3.98, "complaint": 0.35}, "praiseShare": 83.3, "ci95": [43.6, 97.0], "regard": 0.497, "regardCi95": [0.477, 0.508], "salience": 3.8, "receipts": {"praise": [{"date": "2026-10-06", "source": "X", "community": "@interaction", "polarity": "praise", "text": "thanks @interaction for fixing my car, finding which fuse is for what, researching forums has gotten really good over the past few months. poke knew my issues from a few months ago, with that, it researched more and found the cause. power usage when car is off before vs after [link]", "link": "https://twitter.com/768135298165465088/status/2107501763909624083"}, {"date": "2026-10-12", "source": "X", "community": "@interaction", "polarity": "praise", "text": "@omerfrkdemiral @bot @interaction there are topics i want to track. it works well on x. \nit also writes a game for me.", "link": "https://twitter.com/2172697377/status/2109575175939543193"}], "complaint": [{"date": "2026-09-02", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@rohanpatraxyz @interaction i had poke pro and tried to use it to find a double back to back feature for obsession and backrooms and it told me there were none in the whole city. i then checked the theater i told it to look at and found it in 2 minutes", "link": "https://twitter.com/944640242308517888/status/2095288270833762623"}]}}, "act.build": {"praise": 2, "complaint": 1, "n": 3, "weighted": {"praise": 2.0, "complaint": 0.84}, "praiseShare": 66.7, "ci95": [20.8, 93.9], "regard": 0.4926, "regardCi95": [0.47, 0.506], "salience": 1.9, "receipts": {"praise": [], "complaint": []}}, "act.content": {"praise": 2, "complaint": 2, "n": 4, "weighted": {"praise": 1.21, "complaint": 1.68}, "praiseShare": 50.0, "ci95": [15.0, 85.0], "regard": 0.4885, "regardCi95": [0.467, 0.503], "salience": 2.5, "receipts": {"praise": [], "complaint": []}}, "act.outreach": {"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": []}}, "act.computer_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": []}}, "act.stops_short": {"praise": 0, "complaint": 4, "n": 4, "weighted": {"praise": 0.0, "complaint": 3.03}, "praiseShare": 0.0, "ci95": [0.0, 49.0], "regard": 0.492, "regardCi95": [0.484, 0.498], "salience": 2.5, "receipts": {"praise": [], "complaint": [{"date": "2026-10-12", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@sezeriltekin @interaction incredibly bad, it can only be talked about, never give them a job to do.", "link": "https://twitter.com/200210563/status/2109753527123722468"}, {"date": "2026-10-06", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "hey @interaction , poke keeps stopping on user lookup errors every time it tries to make an outlook draft. any help?", "link": "https://twitter.com/2056065711915565057/status/2107490081179070972"}, {"date": "2026-09-27", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@defnozi @interaction poke never vibed for me either. i moved to asmi ai for the same stuff, it actually follows through on calls and bookings.", "link": "https://twitter.com/315054788/status/2104038252474966245"}]}}, "act.false_reports": {"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": 1.3, "receipts": {"praise": [], "complaint": [{"date": "2026-09-22", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@interaction uhh what happened here \nit went on to confidently assert that i sent that message to fix it\nno interaction from me in weeks, just hallucinated out of the blue [link]", "link": "https://twitter.com/243297932/status/2102537386911486375"}, {"date": "2026-09-24", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "has anyone’s @interaction poke been worse this week? gave up on a task with no response, said it sent email it never did. usually it’s on it. might have to try out instinct again is it better?", "link": "https://twitter.com/1611538959263498242/status/2102916593919643948"}]}}, "act.accuracy": {"praise": 0, "complaint": 6, "n": 6, "weighted": {"praise": 0.0, "complaint": 3.02}, "praiseShare": 0.0, "ci95": [0.0, 39.0], "regard": 0.4945, "regardCi95": [0.489, 0.498], "salience": 3.8, "receipts": {"praise": [], "complaint": [{"date": "2026-09-14", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@clarshio @temnco @fainzaig @interaction if anything, those plans have all been tweaked now iirc.\npoke does love to hallucinate.", "link": "https://twitter.com/752221173769904128/status/2099307933108408630"}, {"date": "2026-09-13", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@fainzaig @interaction i have no clue why it got so terrible. i cancelled mine weeks ago. constant hallucinations", "link": "https://twitter.com/48157681/status/2099150364557652426"}, {"date": "2026-09-07", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "dear @interaction , i love poke but it feels like he is getting dumber everyday i feel like i have to correct him every time we need something a little bit of nuance i already told him to lookup recent info before committing but he still makes mistakes frequently. [link]", "link": "https://twitter.com/1187051819920437255/status/2096990388263268469"}]}}, "act.instructions": {"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": 0.6, "receipts": {"praise": [], "complaint": [{"date": "2026-09-07", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "dear @interaction , i love poke but it feels like he is getting dumber everyday i feel like i have to correct him every time we need something a little bit of nuance i already told him to lookup recent info before committing but he still makes mistakes frequently. [link]", "link": "https://twitter.com/1187051819920437255/status/2096990388263268469"}]}}, "auto.proactive": {"praise": 1, "complaint": 3, "n": 4, "weighted": {"praise": 0.35, "complaint": 1.13}, "praiseShare": 25.0, "ci95": [4.6, 69.9], "regard": 0.4928, "regardCi95": [0.484, 0.501], "salience": 2.5, "receipts": {"praise": [], "complaint": [{"date": "2026-09-13", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@fainzaig @interaction sums up my experience also it wont stop harassing me now", "link": "https://twitter.com/435421689/status/2099159949582737711"}, {"date": "2026-09-04", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "what's going on @interaction ? sending random messages to me 😅 [link]", "link": "https://twitter.com/574416441/status/2095781979023138970"}]}}, "auto.routines": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 0.59, "complaint": 0.42}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.498, "regardCi95": [0.491, 0.502], "salience": 1.3, "receipts": {"praise": [], "complaint": []}}, "auto.reminders": {"praise": 3, "complaint": 1, "n": 4, "weighted": {"praise": 1.91, "complaint": 0.84}, "praiseShare": 75.0, "ci95": [30.1, 95.4], "regard": 0.4977, "regardCi95": [0.485, 0.507], "salience": 2.5, "receipts": {"praise": [{"date": "2026-09-29", "source": "X", "community": "@interaction", "polarity": "praise", "text": "i kind of like @interaction's poke just to notify me of any important emails faster than i would manually check gmail. (gmail notifications are silenced for me)\nalso i would've absolutely forgotten about paying my apple card [link]", "link": "https://twitter.com/1453015979353587712/status/2105028743420895570"}], "complaint": []}}, "auto.multi_agent": {"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": 0.6, "receipts": {"praise": [], "complaint": []}}, "auto.cloud_env": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 0.95}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4964, "regardCi95": [0.49, 0.5], "salience": 1.3, "receipts": {"praise": [], "complaint": [{"date": "2026-09-03", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@rohanpatraxyz @bbjzoom @interaction i realized that too - it's was extremely buggy it's said it's sandbox was rate limited too so mid task couldn't live i thought it's could continue to do stuff like fill schedule forms or availability which would require its to be live", "link": "https://twitter.com/2015807937147531264/status/2095327252565164302"}]}}, "auto.memory": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 0.92}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4968, "regardCi95": [0.492, 0.5], "salience": 1.3, "receipts": {"praise": [], "complaint": [{"date": "2026-09-13", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "yes, i went through the bouncer, ha. i believe that everyone’s using the same models (apart from the ultra plan that they introduced a few months ago).\ni really think things went awry in terms of memory and context management architecture earlier this year. the nature of everything being in imessage likely makes it hard to fix mistakes and asking someone to start over, namely in that channel, is hard.\ni hope they turn things around. we’ll see.", "link": "https://twitter.com/752221173769904128/status/2099225900504293567"}]}}, "control.approval": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 1.0}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4974, "regardCi95": [0.491, 0.5], "salience": 0.6, "receipts": {"praise": [], "complaint": []}}, "control.visibility": {"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": []}}, "control.model": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 0.92}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4974, "regardCi95": [0.493, 0.5], "salience": 1.3, "receipts": {"praise": [], "complaint": [{"date": "2026-09-14", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@clarshio @fainzaig @interaction i guess they moved 99% of their traffic to swe1.7 maybe swe2 after the acquistion, which is an unusable model. i was their day 1 user and used to have the ultra plan, cancelled immediately after they got acquired.", "link": "https://twitter.com/2089023008333815808/status/2099347396727849415"}]}}, "control.customize": {"praise": 2, "complaint": 1, "n": 3, "weighted": {"praise": 1.44, "complaint": 0.84}, "praiseShare": 66.7, "ci95": [20.8, 93.9], "regard": 0.4989, "regardCi95": [0.491, 0.505], "salience": 1.9, "receipts": {"praise": [{"date": "2026-10-10", "source": "X", "community": "@interaction", "polarity": "praise", "text": "i use \"the dr.\" to build all my new bots. dr eggbot doesn't just spin up a bot. it asks the preference questions first, then builds one with a tight job, the right tools, and the stuff new users usually skip: read-only limits, no surprise sends, propose-then-apply, and a clear wake so it doesn't wander. that's why it's worth using for creation instead of hand-rolling from scratch.", "link": "https://twitter.com/1428195201206554635/status/2108975554523508749"}], "complaint": []}}, "trust.data_use": {"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, 0.507], "salience": 0.6, "receipts": {"praise": [{"date": "2026-09-07", "source": "X", "community": "@interaction", "polarity": "praise", "text": "@harrystebbings @noahrshinn i have the same thing on poke / @interaction, basically free and less privacy issues… really don’t get why mainstream vc x is obsessed with instinct when poke has been around for over a year", "link": "https://twitter.com/1585221113465954304/status/2096939012057649609"}], "complaint": []}}, "trust.access_scope": {"praise": 4, "complaint": 1, "n": 5, "weighted": {"praise": 2.81, "complaint": 0.59}, "praiseShare": 80.0, "ci95": [37.6, 96.4], "regard": 0.5098, "regardCi95": [0.5, 0.521], "salience": 3.2, "receipts": {"praise": [], "complaint": []}}, "trust.security": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 0.84, "complaint": 0.42}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.5023, "regardCi95": [0.498, 0.51], "salience": 1.3, "receipts": {"praise": [], "complaint": [{"date": "2026-09-10", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "i love how @interaction would just leak their internal system unprompted, very cool feature 😂 [link]", "link": "https://twitter.com/1783231318601437184/status/2098110857590821040"}]}}, "trust.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": []}}, "vendor.support": {"praise": 0, "complaint": 6, "n": 6, "weighted": {"praise": 0.0, "complaint": 3.73}, "praiseShare": 0.0, "ci95": [0.0, 39.0], "regard": 0.4948, "regardCi95": [0.491, 0.498], "salience": 3.8, "receipts": {"praise": [], "complaint": [{"date": "2026-10-01", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@peduarte @interaction oh @interaction i have a customer support email pending btw.. waiting on your team's response :)", "link": "https://twitter.com/1409955362925465605/status/2105747738998804650"}, {"date": "2026-09-13", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@fainzaig @interaction finally just told them the other day that i’ve canceled because this is insane customer support for a missing $150 gift card i tried to get poke human to send. [link]", "link": "https://twitter.com/16124492/status/2099144745725419797"}, {"date": "2026-10-02", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@zupbryy @peduarte @interaction sent them an email ages ago; they don’t reply. very unprofessional bad service. they’re charging me monthly for a poke sub i can’t use or cancel due to a changed phone number.", "link": "https://twitter.com/1114896664643407872/status/2105978144058454506"}]}}, "vendor.uptime": {"praise": 0, "complaint": 7, "n": 7, "weighted": {"praise": 0.0, "complaint": 4.6}, "praiseShare": 0.0, "ci95": [0.0, 35.4], "regard": 0.4935, "regardCi95": [0.488, 0.499], "salience": 4.5, "receipts": {"praise": [], "complaint": [{"date": "2026-09-29", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "yo @interaction what happened to poke it stopped working and you guys stopped posting", "link": "https://twitter.com/1752407710534860801/status/2105071234882900473"}, {"date": "2026-09-03", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "it's going down almost everyone hour that even @interaction pokie is sending me pings\nwelp, astra is too powerful [link]", "link": "https://twitter.com/1524764097841094660/status/2095507838848340393"}]}}, "vendor.updates": {"praise": 1, "complaint": 18, "n": 19, "weighted": {"praise": 1.0, "complaint": 11.64}, "praiseShare": 5.3, "ci95": [0.9, 24.6], "regard": 0.4822, "regardCi95": [0.47, 0.495], "salience": 12.1, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "@interaction", "polarity": "praise", "text": "@jjenglert @muse of all the personal agents i have set up, my favourite and the best is still @interaction - it’s recently even got better imo.", "link": "https://twitter.com/43325279/status/2110789650482626620"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "kills me to say but @interaction’s poke is beyond unusable now. have been holding out but it just continues to deteriorate.", "link": "https://twitter.com/752221173769904128/status/2111809536076259534"}, {"date": "2026-10-16", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "unfortunately poke by @interaction is becoming dumber day after day after day", "link": "https://twitter.com/2103182424004030464/status/2110896850517815597"}, {"date": "2026-10-10", "source": "X", "community": "@interaction", "polarity": "complaint", "text": "@omooretweets @marvinvonhagen @felixms @interaction was a big fan of poke til they stopped shipping. can we still expect newer things and features to come out of @interaction or it's in indefinite hiatus @marvinvonhagen ?", "link": "https://twitter.com/328935100/status/2108950611786174870"}]}}}, "requests": {"authorWeeks": 31, "themes": [{"theme": "Marketplace for bots, skills and plugins", "criterion": "connect.coverage", "authorWeeks": 4, "posts": 4, "examples": [{"agent": "poke", "date": "2026-09-19", "source": "X", "community": "@interaction", "text": "@willebrew @interaction since nql-canvas-mcp is read-only today, it fits the hol ai plugins catalog better than a guard integration. would you be open to adding it? this should be a small readme catalog pr.", "link": "https://twitter.com/1483386227327913984/status/2101287083864162535"}]}, {"theme": "Higher overall usage allowance per plan", "criterion": "billing.usage_cap", "authorWeeks": 3, "posts": 3, "examples": [{"agent": "poke", "date": "2026-10-12", "source": "X", "community": "@interaction", "text": "@semihdev @bot @interaction the bot goes smoothly when it needs to use a little tool. the limits should be doubled.", "link": "https://twitter.com/1243644225746542592/status/2109601747832549398"}, {"agent": "poke", "date": "2026-10-12", "source": "X", "community": "@interaction", "text": "there are 2 tools from which i have been getting the most efficiency lately\n1. @bot \n2. @interaction \ni wish my limits on @bot were higher. i use it incredibly efficiently. [link]", "link": "https://twitter.com/2172697377/status/2109563052882587656"}, {"agent": "poke", "date": "2026-10-10", "source": "X", "community": "@interaction", "text": "@poteto @geoffreyhuntley @bot @interaction have y’all fixed the usage yet?\nran out within 24 hours", "link": "https://twitter.com/2036591928855433216/status/2108975508742705558"}]}, {"theme": "Better support that resolves issues", "criterion": "vendor.support", "authorWeeks": 2, "posts": 2, "examples": [{"agent": "poke", "date": "2026-10-02", "source": "X", "community": "@interaction", "text": "@zupbryy @peduarte @interaction sent them an email ages ago; they don’t reply. very unprofessional bad service. they’re charging me monthly for a poke sub i can’t use or cancel due to a changed phone number.", "link": "https://twitter.com/1114896664643407872/status/2105978144058454506"}, {"agent": "poke", "date": "2026-09-13", "source": "X", "community": "@interaction", "text": "would love to get this finally resolved by someone at @interaction [link] [link]", "link": "https://twitter.com/16124492/status/2099145346668548138"}]}]}, "weekly": [{"week": "2026-08-31", "positive": 7, "negative": 9, "positiveShare": 43.8, "ci95": [23.1, 66.8]}, {"week": "2026-09-07", "positive": 7, "negative": 27, "positiveShare": 20.6, "ci95": [10.3, 36.8]}, {"week": "2026-09-14", "positive": 12, "negative": 3, "positiveShare": 80.0, "ci95": [54.8, 93.0]}, {"week": "2026-09-21", "positive": 9, "negative": 16, "positiveShare": 36.0, "ci95": [20.2, 55.5]}, {"week": "2026-09-28", "positive": 13, "negative": 6, "positiveShare": 68.4, "ci95": [46.0, 84.6]}, {"week": "2026-10-05", "positive": 15, "negative": 13, "positiveShare": 53.6, "ci95": [35.8, 70.5]}, {"week": "2026-10-12", "positive": 10, "negative": 10, "positiveShare": 50.0, "ci95": [29.9, 70.1]}], "weeklyScore": [{"week": "2026-08-31", "authors": 51, "reach": {"shareOfVoice": 0.3, "value": 0.084}, "regard": {"value": 0.497, "ci95": [0.494, 0.5]}, "score": {"value": 40.5, "ci95": [39.9, 41.1]}, "ranking": {"rank": 6, "rankRange": [6, 6]}}, {"week": "2026-09-07", "authors": 109, "reach": {"shareOfVoice": 0.69, "value": 0.077}, "regard": {"value": 0.49, "ci95": [0.484, 0.496]}, "score": {"value": 39.8, "ci95": [38.8, 40.7]}, "ranking": {"rank": 7, "rankRange": [6, 7]}}, {"week": "2026-09-14", "authors": 56, "reach": {"shareOfVoice": 0.3, "value": 0.0}, "regard": {"value": 0.5, "ci95": [0.496, 0.503]}, "score": {"value": 38.0, "ci95": [37.4, 38.5]}, "ranking": {"rank": 7, "rankRange": [7, 7]}}, {"week": "2026-09-21", "authors": 50, "reach": {"shareOfVoice": 0.2, "value": 0.0}, "regard": {"value": 0.495, "ci95": [0.49, 0.5]}, "score": {"value": 39.0, "ci95": [38.4, 39.6]}, "ranking": {"rank": 7, "rankRange": [7, 7]}}, {"week": "2026-09-28", "authors": 56, "reach": {"shareOfVoice": 0.16, "value": 0.0}, "regard": {"value": 0.501, "ci95": [0.497, 0.505]}, "score": {"value": 37.5, "ci95": [36.6, 38.2]}, "ranking": {"rank": 7, "rankRange": [7, 7]}}, {"week": "2026-10-05", "authors": 53, "reach": {"shareOfVoice": 0.2, "value": 0.0}, "regard": {"value": 0.496, "ci95": [0.491, 0.5]}, "score": {"value": 37.5, "ci95": [36.8, 38.2]}, "ranking": {"rank": 8, "rankRange": [7, 8]}}, {"week": "2026-10-12", "authors": 44, "reach": {"shareOfVoice": 0.21, "value": 0.0}, "regard": {"value": 0.499, "ci95": [0.496, 0.503]}, "score": {"value": 37.0, "ci95": [36.3, 37.6]}, "ranking": {"rank": 9, "rankRange": [9, 9]}}]}], "requests": {"billing": {"authorWeeks": 3294, "themes": [{"theme": "Higher overall usage allowance per plan", "criterion": "billing.usage_cap", "authorWeeks": 499, "posts": 531, "agents": [{"id": "grok-bot", "authorWeeks": 361}, {"id": "hermes-agent", "authorWeeks": 39}, {"id": "openclaw", "authorWeeks": 33}, {"id": "muse", "authorWeeks": 31}, {"id": "hark", "authorWeeks": 21}, {"id": "dots", "authorWeeks": 7}, {"id": "gemini-spark", "authorWeeks": 3}, {"id": "poke", "authorWeeks": 3}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "@grok @texas_twins_dad @bot limits are obsolete in an ever evolving ecosystem. let the people have higher limits or remove limits totally and use the data 📊 that y’all use either way to improve your ecosystem! i’d do as ceo or grant greater ceilings for high value users on x!", "link": "https://twitter.com/1826773592819863552/status/2111760620488167437"}, {"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@codeglitch usage is horrible. thats #1 issue they should focus on imo.\ngrok bot is amazing but its pointless if you can only use if for 4 hours per week", "link": "https://twitter.com/1633457504/status/2111753139413975490"}, {"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "who is having token usage anxiety now🙋♂️\n@bot @poteto please increase the usage limit for ultra or some reset love please 🙏\n91%. 4 days left 😱😮💨 [link]", "link": "https://twitter.com/1651277178330398770/status/2111609644380565673"}]}, {"theme": "Free tier or free access", "criterion": "billing.entry_plan", "authorWeeks": 158, "posts": 160, "agents": [{"id": "grok-bot", "authorWeeks": 83}, {"id": "muse", "authorWeeks": 33}, {"id": "hermes-agent", "authorWeeks": 14}, {"id": "gemini-spark", "authorWeeks": 9}, {"id": "openclaw", "authorWeeks": 8}, {"id": "dots", "authorWeeks": 6}, {"id": "hark", "authorWeeks": 4}, {"id": "poke", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-14", "source": "Play Store", "community": "Play Store", "text": "thanks for giving good service but please do more strong and give us free please 🙏 thank you 💗 love you ❤️ so much 💋❤️", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-10-13", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "@alexatallah i heard that @meta muse wonder full is just insane, but i can't pay after $200 claude and $200 openai :) they gotta do something to let us fo free", "link": "https://twitter.com/2108889990910664705/status/2110046823448707208"}, {"agent": "muse", "date": "2026-10-10", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "meta muse needs hybrid compute to beat laya/clm-8b! shift routing to edge to slash power. kill monthly subs—go free to stabilize the ecosystem. monetize via a small transaction tax on agent actions. this is how meta wins agentic economics. @ylecun @zuck #metamuse #ai", "link": "https://twitter.com/2070405933562568704/status/2108827410045239545"}]}, {"theme": "Lower overall token and credit consumption", "criterion": "billing.token_efficiency", "authorWeeks": 139, "posts": 140, "agents": [{"id": "grok-bot", "authorWeeks": 74}, {"id": "hermes-agent", "authorWeeks": 27}, {"id": "openclaw", "authorWeeks": 27}, {"id": "muse", "authorWeeks": 8}, {"id": "dots", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "@elonmusk @bot trying this. absolutely love @bot it's my super fav but it still crank through my usage in a day. \nso i use muse for day to day ai. \nsomehow having a grok bot with usage like muse would be amazing and i would put all my ai budget into it", "link": "https://twitter.com/2086511287924555776/status/2111635468823716202"}, {"agent": "muse", "date": "2026-10-12", "source": "YouTube", "community": "Meta's New Muse Wonder Is Huge!", "text": "it might be at what cost compared to astra and sol. several times more. they getting there but effeciency needs to be their next target.", "link": "https://www.youtube.com/watch?v=iXjh7VSSLDE&lc=UgxFNtxHSgEGgcyNB1Z4AaABAg"}, {"agent": "hark", "date": "2026-10-11", "source": "X", "community": "@hark_labs", "text": "@__extra7__ @adcock_brett @hark_labs i'm pretty sure it's daily usage limit so it should reset but if not than that's definitely crazy and hark needs to be optimize better for tokens.", "link": "https://twitter.com/1850072330929635328/status/2109253686484414611"}]}, {"theme": "One-time or extra usage reset", "criterion": "billing.usage_cap", "authorWeeks": 121, "posts": 130, "agents": [{"id": "grok-bot", "authorWeeks": 103}, {"id": "muse", "authorWeeks": 7}, {"id": "hark", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 3}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "@bot @bot can you reset mine. i just tried it for the first time today and a few minutes later it said my usage was at 100 percent. i didn’t know i had a limit. i will be more responsible from now on.", "link": "https://twitter.com/1452369554/status/2111879900416393513"}, {"agent": "hark", "date": "2026-10-18", "source": "X", "community": "@hark_labs", "text": "@adcock_brett @manikantgoutam @hark_labs still waiting for usage limit reset if you can provide the same.", "link": "https://twitter.com/1338817280587620353/status/2111757991708078331"}, {"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "@bot", "text": "@poteto @bot we need a reset! full weekly super usage almost gone in 1 night on 13 october", "link": "https://twitter.com/198067434/status/2111469447634382952"}]}, {"theme": "Higher weekly usage limit", "criterion": "billing.usage_cap", "authorWeeks": 104, "posts": 108, "agents": [{"id": "grok-bot", "authorWeeks": 70}, {"id": "muse", "authorWeeks": 13}, {"id": "openclaw", "authorWeeks": 11}, {"id": "hermes-agent", "authorWeeks": 6}, {"id": "instinct", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-12", "source": "App Store", "community": "App Store", "text": "need to fix the weekly usage for plan members. a weeks usage runs in about a day or 2 if you’re actually trying to progress in something. ridiculous.", "link": "https://apps.apple.com/us/app/grok-bot/id6794501026"}, {"agent": "grok-bot", "date": "2026-10-11", "source": "Reddit", "community": "r/GrokBot", "text": "i'm currently having it make a mod for total war and apart from not having enough usage each week to make major progress each time. it's going well and it's impressed me so far", "link": "https://www.reddit.com/r/GrokBot/comments/1x1d7n9/how_are_you_all_actually_using_grok_bot_share/pfbh959/"}, {"agent": "grok-bot", "date": "2026-10-11", "source": "Play Store", "community": "Play Store", "text": "you have to pay for additional everything but its a great option to add to your buisness. would be 5 stars if it wasn't a money pit. there is even usage restrictions. i maxed the weeks allowance on the first day. so stupid", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}]}, {"theme": "Lower subscription price overall", "criterion": "billing.price_level", "authorWeeks": 101, "posts": 105, "agents": [{"id": "grok-bot", "authorWeeks": 54}, {"id": "hermes-agent", "authorWeeks": 12}, {"id": "muse", "authorWeeks": 12}, {"id": "openclaw", "authorWeeks": 10}, {"id": "dots", "authorWeeks": 8}, {"id": "hark", "authorWeeks": 4}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "@elonmusk @bot make only 1 improvement -&gt; make it cheaper.", "link": "https://twitter.com/1043019939441831937/status/2111733367268106466"}, {"agent": "dots", "date": "2026-10-17", "source": "YouTube", "community": "Put your dot on call", "text": "when is the price going to come down? $100/month is ridiculous.", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgwzTp6bPAOsuozPRe54AaABAg"}, {"agent": "grok-bot", "date": "2026-10-13", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "hey @elonmusk do you have plan to lower the prize of grok @bot\ni really want to use it but its too expensive. i know grokbot is the best agentic ai but the price is making it less accessible", "link": "https://twitter.com/2090394957165244416/status/2109932857150034294"}]}, {"theme": "Availability on the Plus plan", "criterion": "billing.entry_plan", "authorWeeks": 88, "posts": 91, "agents": [{"id": "dots", "authorWeeks": 70}, {"id": "openclaw", "authorWeeks": 6}, {"id": "grok-bot", "authorWeeks": 5}, {"id": "gemini-spark", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-18", "source": "YouTube", "community": "Put your dot on call", "text": "make it available for plus users.......what's wrong with you?\nwe pay...so give us this service please", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgytbHLaCyZ_SvHw_114AaABAg"}, {"agent": "dots", "date": "2026-10-17", "source": "YouTube", "community": "Put your dot on call", "text": "yeah, this is such bullshit that dots hasn't rolled out to paid plus users. it really makes me want to jump ship.", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=Ugy8q4Kc2WByrCqXfL94AaABAg"}, {"agent": "dots", "date": "2026-10-17", "source": "YouTube", "community": "Put your dot on call", "text": "i need dots in my plus acount, please, i'm an autonomous worker, just one orchestra worker and i think as insurance broker and real state could be great that you help me, three years working with you already and top fan! ❤", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgxxCyWE5m_TW_mCeRx4AaABAg"}]}, {"theme": "One subscription across related products", "criterion": "billing.plan_clarity", "authorWeeks": 79, "posts": 79, "agents": [{"id": "grok-bot", "authorWeeks": 65}, {"id": "muse", "authorWeeks": 13}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-15", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "@sethsaler @meta @muse despite having a subscription called “@meta one” … @alexandr_wang please unite them all!", "link": "https://twitter.com/1756394384655003648/status/2110735542702965164"}, {"agent": "muse", "date": "2026-10-15", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "@theaaron @meta @muse they should do the same with their subscriptions.\nmeta verified (facebook and instagram are still separate, i think?), meta ai, muse code, and muse all billed separately sucks.", "link": "https://twitter.com/16124492/status/2110734893088944499"}, {"agent": "muse", "date": "2026-10-14", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "@poteto this should be grouped into the unified plan! meta muse offers it as part of their plan, i have early access", "link": "https://twitter.com/1728163493587673088/status/2110413557930012697"}]}, {"theme": "Free trial before payment", "criterion": "billing.entry_plan", "authorWeeks": 66, "posts": 66, "agents": [{"id": "grok-bot", "authorWeeks": 51}, {"id": "hermes-agent", "authorWeeks": 6}, {"id": "hark", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@binhara i wanted to be able to test and play with grokbot without having to pay upfront.", "link": "https://twitter.com/9839572/status/2111633849637613990"}, {"agent": "grok-bot", "date": "2026-10-17", "source": "Reddit", "community": "r/GrokBot", "text": "question for someone who isn’t a content creator , nor owns their own business how is grok bot going to help me? i wish they had s free trial to test it out but that doesn’t exist or it didn’t got me .", "link": "https://www.reddit.com/r/GrokBot/comments/1x7sov2/went_from_burning_through_grok_bot_credits_to/phds234/"}, {"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk @grok @bot we will see. there should at least be a free trial period for us newbs. honestly though, @grok @bot is pretty spectacular. 🤘🏻😎", "link": "https://twitter.com/2256497573/status/2110875242021232968"}]}, {"theme": "Clear usage included in each plan tier", "criterion": "billing.plan_clarity", "authorWeeks": 65, "posts": 67, "agents": [{"id": "grok-bot", "authorWeeks": 51}, {"id": "hark", "authorWeeks": 7}, {"id": "hermes-agent", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-12", "source": "X", "community": "@hark_labs", "text": "@pablothethinker be nice if i had any idea what those limits equate to. \ni’ve been locked out of doing anything since last night \nthere’s nobody to help either \nfrustrating \nso i’ve been stuck in the middle of work right after i paid \n@hark_labs", "link": "https://twitter.com/2060900154178428928/status/2109449720292573581"}, {"agent": "hark", "date": "2026-10-11", "source": "X", "community": "@hark_labs", "text": "@__extra7__ @adcock_brett @hark_labs i do know they are working on it, and shall probably be much cleaner info for us, users to know what is the monthly quota versus daily usage.", "link": "https://twitter.com/1850072330929635328/status/2109341302638707151"}, {"agent": "grok-bot", "date": "2026-10-11", "source": "X", "community": "@bot", "text": "@jediahkatz @shashikant86 @bot please do, im hitting usage limits @!$ bir sure how to find the right plan for me\nit's like xsi supergrok premium+ max pro", "link": "https://twitter.com/2813483520/status/2109155418450899128"}]}, {"theme": "Usage meter showing remaining quota", "criterion": "billing.plan_clarity", "authorWeeks": 63, "posts": 69, "agents": [{"id": "grok-bot", "authorWeeks": 37}, {"id": "openclaw", "authorWeeks": 7}, {"id": "hark", "authorWeeks": 6}, {"id": "muse", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 4}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "Play Store", "community": "Play Store", "text": "it's perfect for job hunting 1 tech issue is it has a credit limit but it's nowhere to be found. just ask the bot how many credits are left. and you get more daily but have a monthly cap! that really my only issue!!!!", "link": "https://play.google.com/store/apps/details?id=com.hark.android"}, {"agent": "dots", "date": "2026-10-13", "source": "YouTube", "community": "Я поручил ChatGPT Dots сделать всю мою работу – вот что получилось! ИИ-агенты от ChatGPT – тест.", "text": "surprisingly, i expected more from the release, at least to accurately say how much time was spent and the limits on these tasks, and how much is left.", "link": "https://www.youtube.com/watch?v=BuiU0EDFqCo&lc=UgwfI8E4UGYInEo5vm94AaABAg"}, {"agent": "hark", "date": "2026-10-13", "source": "X", "community": "@hark_labs", "text": "@hark_labs and please add a default option to view usage. the custom panel hark made only updates once an hour, which is terrible.", "link": "https://twitter.com/1148534535841374208/status/2110133633210311065"}]}, {"theme": "Slower usage consumption per task", "criterion": "billing.usage_cap", "authorWeeks": 61, "posts": 62, "agents": [{"id": "grok-bot", "authorWeeks": 41}, {"id": "openclaw", "authorWeeks": 9}, {"id": "hermes-agent", "authorWeeks": 6}, {"id": "hark", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-14", "source": "X", "community": "@hark_labs", "text": "@thriftyai @hark_labs @adcock_brett i absolutely agree. it is so efficient but the usage goes through too quickly. i would like this fixed.", "link": "https://twitter.com/1495764335297462272/status/2110276411781181458"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "grok bot even if i add about 5 dollars, it only lasts about 15 minutes lol", "link": "https://twitter.com/7622742/status/2108685450542231966"}, {"agent": "openclaw", "date": "2026-10-08", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@thsottiaux @poteto and yes i’m using 6.1 sol and 6 luna. so not only is it using my limits too fast it’s slow and bad output quality. that’s a trifecta of problems. where is the upside? only good stuff coming out of open ai rn is @steipete with openclaw teams.", "link": "https://twitter.com/1789035627339546624/status/2108171948232782200"}]}]}, "access": {"authorWeeks": 4460, "themes": [{"theme": "Personal invite or early access grant", "criterion": "access.availability", "authorWeeks": 673, "posts": 709, "agents": [{"id": "muse", "authorWeeks": 438}, {"id": "instinct", "authorWeeks": 186}, {"id": "grok-bot", "authorWeeks": 30}, {"id": "hermes-agent", "authorWeeks": 8}, {"id": "openclaw", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 3}, {"id": "poke", "authorWeeks": 1}], "examples": [{"agent": "instinct", "date": "2026-10-18", "source": "YouTube", "community": "Les agents IA, ça sert vraiment à quelque chose ?", "text": "if someone has an invitation link for instinct, i'm interested.", "link": "https://www.youtube.com/watch?v=xjK13eSfyTQ&lc=UgwNi3W94sRAITy70Rp4AaABAg"}, {"agent": "instinct", "date": "2026-10-18", "source": "YouTube", "community": "Instinct is my new favourite personal AI agent (here’s why)", "text": "just joined your newsletter, excited to try instinct, i’m hoping you can share an invite! thanks!", "link": "https://www.youtube.com/watch?v=RkoXIAZo9b4&lc=UgwAfGTmY14vWZp_gEN4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "it's really urgent. i want the grokbot token more than codex.", "link": "https://twitter.com/105277360/status/2111387581153985000"}]}, {"theme": "Availability in the EU and Europe", "criterion": "access.availability", "authorWeeks": 315, "posts": 341, "agents": [{"id": "muse", "authorWeeks": 176}, {"id": "dots", "authorWeeks": 75}, {"id": "gemini-spark", "authorWeeks": 23}, {"id": "grok-bot", "authorWeeks": 19}, {"id": "hermes-agent", "authorWeeks": 9}, {"id": "openclaw", "authorWeeks": 9}, {"id": "hark", "authorWeeks": 3}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-17", "source": "YouTube", "community": "Put your dot on call", "text": "would love to, but at least im paying for that in switzerland even it is not enabled 😂", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgwXSby0j1eVg0b-0sF4AaABAg"}, {"agent": "dots", "date": "2026-10-16", "source": "YouTube", "community": "Put your dot on call", "text": "i hope your dot checks these yt comments for feedback as well, please make it work in the eu and support more chat apps (like google chat integration)", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgxzokKTeH7A74Gg8o14AaABAg"}, {"agent": "dots", "date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@robinebers and chatgpt dots aren't available in the eu yet, last i checked. astra 6.1 is going to need to be a model that competes with opus 5.5, currently anyway, with good usage limits, in order for them to start bouncing back.", "link": "https://twitter.com/1905900669678039040/status/2111148661694746666"}]}, {"theme": "Official mobile app for iOS and Android", "criterion": "access.platform", "authorWeeks": 305, "posts": 321, "agents": [{"id": "hermes-agent", "authorWeeks": 256}, {"id": "openclaw", "authorWeeks": 16}, {"id": "grok-bot", "authorWeeks": 14}, {"id": "muse", "authorWeeks": 10}, {"id": "dots", "authorWeeks": 7}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-18", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@hermeswatcher depends, if i place my chatgpt dot on my desktop with it then always because i just tell it to wake it up and get it working. when my dot is on my macbook for work then i’ll try to wake it up with slack but it’s a bit lackluster there. would love a mobile app.", "link": "https://twitter.com/1880307005283577856/status/2111843554788360395"}, {"agent": "hermes-agent", "date": "2026-10-18", "source": "X", "community": "@NousResearch", "text": "@rightsideofai @nousresearch @teknium i don’t need another device. i need this in my mobile.", "link": "https://twitter.com/350776470/status/2111772403705716953"}, {"agent": "hermes-agent", "date": "2026-10-18", "source": "X", "community": "@NousResearch", "text": "when is the hermes mobile app coming already?? @nousresearch", "link": "https://twitter.com/1961540295859781632/status/2111764703156515116"}]}, {"theme": "Global availability beyond launch countries", "criterion": "access.availability", "authorWeeks": 237, "posts": 247, "agents": [{"id": "muse", "authorWeeks": 197}, {"id": "dots", "authorWeeks": 11}, {"id": "gemini-spark", "authorWeeks": 7}, {"id": "grok-bot", "authorWeeks": 7}, {"id": "openclaw", "authorWeeks": 6}, {"id": "hark", "authorWeeks": 5}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "instinct", "authorWeeks": 1}, {"id": "poke", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-18", "source": "X", "community": "@hark_labs", "text": "@hark_labs @hark_labs @adcock_brett that's a really nice gesture, but what do we—users outside the u.s.—get?", "link": "https://twitter.com/2097323326993465344/status/2111869399422407003"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@adcock_brett @signalrounds @hark_labs what's for us not residing in the us", "link": "https://twitter.com/1605666602158022668/status/2111351021926572390"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@aiforamericans @hark_labs damn! why isnt this in my street or nation???", "link": "https://twitter.com/1493928492307824640/status/2111302733315657860"}]}, {"theme": "Availability in India", "criterion": "access.availability", "authorWeeks": 178, "posts": 186, "agents": [{"id": "muse", "authorWeeks": 166}, {"id": "hark", "authorWeeks": 6}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "instinct", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs can i get one while being in india 🥺 if not india then atleast 20 dollars of hark pro 💔🥀", "link": "https://twitter.com/1995790260484407298/status/2111337914051465481"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "hark is the first genuine product that feels like it's actually on my side.\nsaw the free pizza drop for the us and smiled, then felt a little far away.\nindia is here too, and we love what you're building :) @adcock_brett @hark_labs", "link": "https://twitter.com/1864930662848872448/status/2111315679144272207"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs can we also make it happen in india @pizzahut @dominos @chipizzatour", "link": "https://twitter.com/3279648362/status/2111313501042172211"}]}, {"theme": "Native iPhone app", "criterion": "access.platform", "authorWeeks": 124, "posts": 128, "agents": [{"id": "hermes-agent", "authorWeeks": 95}, {"id": "grok-bot", "authorWeeks": 14}, {"id": "muse", "authorWeeks": 7}, {"id": "openclaw", "authorWeeks": 7}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "@NousResearch", "text": "@nousresearch @yeahfortommy i only want you for your ios app!!", "link": "https://twitter.com/615462385/status/2110928034442403961"}, {"agent": "hermes-agent", "date": "2026-10-14", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@imbabybrooklyn how about hermes agent ios??? sounds like a harder problem", "link": "https://twitter.com/3031068356/status/2110385496870318233"}, {"agent": "hermes-agent", "date": "2026-10-13", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@fl_rn_st so looking forward to the iphone duo release and seeing what you cook for cadu... or hermes agent ios ;)", "link": "https://twitter.com/1042516977913344000/status/2110140651111067918"}]}, {"theme": "Simpler, faster setup process", "criterion": "access.setup", "authorWeeks": 112, "posts": 115, "agents": [{"id": "openclaw", "authorWeeks": 59}, {"id": "hermes-agent", "authorWeeks": 38}, {"id": "grok-bot", "authorWeeks": 8}, {"id": "muse", "authorWeeks": 7}], "examples": [{"agent": "hermes-agent", "date": "2026-10-14", "source": "Reddit", "community": "r/hermesagent", "text": "why can’t they use an easier ways?\n\"i hate going thru all these setup,, praying it will not error.... i'm sorry, \"", "link": "https://www.reddit.com/r/hermesagent/comments/1x5eary/can_i_officially_use_my_claude_sub_with_hermes/pgmtfw1/"}, {"agent": "openclaw", "date": "2026-10-11", "source": "X", "community": "@openclaw", "text": "@openclaw simpler mac setup matters more than it sounds. the first ten minutes decide if someone sticks around", "link": "https://twitter.com/1665675488604434434/status/2109348814264078667"}, {"agent": "openclaw", "date": "2026-10-09", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@lobanovskiy yep same, except i skipped the openclaw craze too much headache to set up 😅 but i’ve been using ai in all my workflows such a game changer.", "link": "https://twitter.com/2868527398/status/2108556690270347334"}]}, {"theme": "Availability in the UK", "criterion": "access.availability", "authorWeeks": 106, "posts": 108, "agents": [{"id": "muse", "authorWeeks": 62}, {"id": "dots", "authorWeeks": 18}, {"id": "gemini-spark", "authorWeeks": 12}, {"id": "grok-bot", "authorWeeks": 10}, {"id": "openclaw", "authorWeeks": 4}], "examples": [{"agent": "muse", "date": "2026-10-18", "source": "X", "community": "@muse", "text": "@elonmusk @spacexai @meta @muse @alexandr_wang \nplease please please can we bring grok bot to meta ray-bans? or bring muse to uk? whichever comes first.", "link": "https://twitter.com/2070244489780744192/status/2111768354222485668"}, {"agent": "dots", "date": "2026-10-17", "source": "YouTube", "community": "Put your dot on call", "text": "i recognise that chatgpt is impressive, and i am unsure why you have not introduced dote in the uk or why versions vary across countries ?", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=Ugyd6-lb75J-ONzI2xR4AaABAg"}, {"agent": "openclaw", "date": "2026-10-16", "source": "X", "community": "@openclaw", "text": "hey @danhilltech, can link agent wallet be used in the uk? i would like to use with my @openclaw.", "link": "https://twitter.com/1646877241509306369/status/2111043908662915556"}]}, {"theme": "Native Android app", "criterion": "access.platform", "authorWeeks": 97, "posts": 100, "agents": [{"id": "hermes-agent", "authorWeeks": 54}, {"id": "muse", "authorWeeks": 19}, {"id": "grok-bot", "authorWeeks": 17}, {"id": "openclaw", "authorWeeks": 4}, {"id": "hark", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-17", "source": "X", "community": "@NousResearch", "text": "@rightsideofai @paulgugai @teknium @nousresearch yes, that super cool.. i am wondering if you could dump a android build in to it..", "link": "https://twitter.com/1242023280984252416/status/2111301714045518293"}, {"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@teknium can we use it to reverse engineer hermes agent desktop and port it to android as an apk?", "link": "https://twitter.com/2042314798394687489/status/2110987267816792069"}, {"agent": "hermes-agent", "date": "2026-10-15", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "hermes agent and telegram are matching well. there is a feeling that it doesn't quite reach the itchy spots, though. i want the official android app to be released soon!", "link": "https://twitter.com/1911382637131788288/status/2110734433670312241"}]}, {"theme": "Availability in Latin America and Caribbean", "criterion": "access.availability", "authorWeeks": 74, "posts": 76, "agents": [{"id": "muse", "authorWeeks": 68}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-14", "source": "X", "community": "@muse", "text": "@muse when are you releasing it in mexico? @alexandr_wang i need it bro", "link": "https://twitter.com/37370240/status/2110477595116802441"}, {"agent": "muse", "date": "2026-10-11", "source": "YouTube", "community": "BOMBAZO… ¡Un Agente IA que hace de TODO GRATIS! Así es Muse AI", "text": "in chile it is not available and i connected to a vpn from the usa, it tells me that i am on a waiting list when configuring. how can i do it?", "link": "https://www.youtube.com/watch?v=dGvi5TSYsvo&lc=Ugwe476A2MIMqY-o1vh4AaABAg"}, {"agent": "dots", "date": "2026-10-10", "source": "YouTube", "community": "La revolución de los agentes personales IA", "text": "good evening. can you access to try dot from costa rica, united states through a vpn? to try it \nif not, when do you estimate to release it to other countries?\nthank you, your videos are very good.", "link": "https://www.youtube.com/watch?v=d1fKvNlEj60&lc=UgwkAgM2DBUv8l9Dfi54AaABAg"}]}, {"theme": "Fix general login failures", "criterion": "access.sign_in", "authorWeeks": 66, "posts": 66, "agents": [{"id": "grok-bot", "authorWeeks": 47}, {"id": "muse", "authorWeeks": 12}, {"id": "hark", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-18", "source": "X", "community": "@muse", "text": "@muse please fix the mac app (on latest version). logged me out and i can’t log back in. \nios version works fine [link]", "link": "https://twitter.com/1869539507756036097/status/2111685111754469815"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "Play Store", "community": "Play Store", "text": "pathetic doesn't work.. can't even login.. tried multiple times..", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "hark", "date": "2026-10-09", "source": "X", "community": "@hark_labs", "text": "@hark_labs i can’t login into my account, i need help, please.", "link": "https://twitter.com/1823276392827547648/status/2108703160739230067"}]}, {"theme": "Availability in South and Southeast Asia", "criterion": "access.availability", "authorWeeks": 64, "posts": 65, "agents": [{"id": "muse", "authorWeeks": 60}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-08", "source": "X", "community": "@muse", "text": "@startupoppa @petergyang @muse alex! i'm curious if muse allows for alternatives that can do those annoying cancellation calls for you because i can't download it here in singapore!\ni built something to do that and happy to give it to you for testing. dmed if you're interested!", "link": "https://twitter.com/2037772349995462656/status/2108138148756865066"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "grok bot + x pay would be awesome\nplease bring to singapore please\nso i can have my bots do the shopping for me", "link": "https://twitter.com/1946635320797347840/status/2107318737334620322"}, {"agent": "muse", "date": "2026-10-03", "source": "X", "community": "@muse", "text": "@meta @finkd launch muse in pakistan... can't wait to try it @muse", "link": "https://twitter.com/955553331287609344/status/2106471729757598075"}]}]}, "connect": {"authorWeeks": 3080, "themes": [{"theme": "Use existing AI subscriptions in the agent", "criterion": "connect.account_link", "authorWeeks": 149, "posts": 160, "agents": [{"id": "hermes-agent", "authorWeeks": 73}, {"id": "openclaw", "authorWeeks": 56}, {"id": "grok-bot", "authorWeeks": 15}, {"id": "muse", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-18", "source": "X", "community": "@openclaw", "text": "hey @steipete @openclaw, the new configuration changes in @opencode for the api have removed the ability to use the opencode go subscription within openclaw. do you know what we can do? can we no longer connect opencode go models with openclaw? please help! @opencode", "link": "https://twitter.com/43194620/status/2111655966538154086"}, {"agent": "openclaw", "date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@google please allow us to use our google ai pro subscription into hermes and openclaw", "link": "https://twitter.com/1982427257387061249/status/2111336897721336162"}, {"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@lyalindotcom great to hear is there any possibility that we can use our pro or ultra subscription in let’s say hermes agent or any other harness by authenticating and it’s subtracted from our usage pool just like with x(grok)", "link": "https://twitter.com/1514884726129102851/status/2110895707880075570"}]}, {"theme": "Dedicated email address for the agent", "criterion": "connect.coverage", "authorWeeks": 115, "posts": 120, "agents": [{"id": "grok-bot", "authorWeeks": 99}, {"id": "dots", "authorWeeks": 5}, {"id": "openclaw", "authorWeeks": 4}, {"id": "hark", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "ok, @thsottiaux @codexdev . my grok bot has an email address now, but i keep accidentally mentioning it to quorra, my openai dot. can you guys consider giving your main dots the option of an address? thanks ;-)", "link": "https://twitter.com/71885024/status/2111198622146859303"}, {"agent": "hark", "date": "2026-10-16", "source": "X", "community": "@hark_labs", "text": "@hark_labs just started using @hark_labs impressed with it's web capabilities, be great if i could interact with it via email as i do with instinct @adcock_brett and even better having my @hark_labs interact with my wife's as our instincts do. 🙏", "link": "https://twitter.com/1526868756340908039/status/2111162291974513073"}, {"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "come on, email function for dots. until then, prepare an alias for dots in gmail as a substitute. by interacting with grok bot's email, you can create a pseudo-link between bots.", "link": "https://twitter.com/1520948671340494848/status/2110554642447007840"}]}, {"theme": "More third-party connectors overall", "criterion": "connect.coverage", "authorWeeks": 101, "posts": 102, "agents": [{"id": "muse", "authorWeeks": 44}, {"id": "grok-bot", "authorWeeks": 32}, {"id": "hermes-agent", "authorWeeks": 8}, {"id": "hark", "authorWeeks": 6}, {"id": "gemini-spark", "authorWeeks": 5}, {"id": "openclaw", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "@bot", "text": "@kghaynes @bot yep just need the real connectors and native integration.", "link": "https://twitter.com/1553888707/status/2111552576005243165"}, {"agent": "dots", "date": "2026-10-15", "source": "YouTube", "community": "Why OpenAI's new Dots are useless", "text": "like youtube video, useless without context, dot needs connections.", "link": "https://www.youtube.com/watch?v=qSaI_xTyEcs&lc=Ugwhu0g3IakFVUU5kRl4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "@bot", "text": "@ericzakariasson @bot - signal\n- telegram\n- blender\n- godot\n- steam\n- android messages\n- eu banks \n- eu airlines \n- booking", "link": "https://twitter.com/1870091616377065472/status/2110871194295480390"}]}, {"theme": "Native phone calendar, reminders, health access", "criterion": "connect.coverage", "authorWeeks": 100, "posts": 107, "agents": [{"id": "grok-bot", "authorWeeks": 55}, {"id": "muse", "authorWeeks": 26}, {"id": "hark", "authorWeeks": 7}, {"id": "dots", "authorWeeks": 5}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 3}, {"id": "poke", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-16", "source": "X", "community": "@muse", "text": "hey @muse @musecases so is there not a way to synch apple iphone calendar? #muse", "link": "https://twitter.com/69163790/status/2111064179310538927"}, {"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "@bot", "text": "@ericzakariasson @bot apple first, please. i ended up writing my own script just to get icloud mail working, so a proper connector for mail, calendar and reminders would save a lot of hacking. whatsapp, meta ads and google ads right after.", "link": "https://twitter.com/2110272621266796544/status/2111048369355526337"}, {"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@ericzakariasson @bot apple (icloud calendar, reminders, notes, mail) + apple health please! would love my grok bot to read health data and my apple calendar natively, without needing a mac", "link": "https://twitter.com/1881790693057986560/status/2110970530933469470"}]}, {"theme": "Bank account connections", "criterion": "connect.coverage", "authorWeeks": 77, "posts": 84, "agents": [{"id": "grok-bot", "authorWeeks": 49}, {"id": "muse", "authorWeeks": 19}, {"id": "hermes-agent", "authorWeeks": 4}, {"id": "hark", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-14", "source": "X", "community": "@bot", "text": "@thecsguy @bot europe wide financial services from revolut, aib, opentable etc", "link": "https://twitter.com/3217245537/status/2110420056555307185"}, {"agent": "hark", "date": "2026-10-13", "source": "X", "community": "@hark_labs", "text": "@sreeakkineni @hark_labs @adcock_brett @public yup! i gave it my login - i would definitely prefer a plaid integration\nit said it can only read, can't actually take actions, but i'm still considering removing my login as plaid feels safer", "link": "https://twitter.com/1458759487/status/2110045773790589198"}, {"agent": "hermes-agent", "date": "2026-10-10", "source": "YouTube", "community": "Полный гайд - Связка для первого агента Hermes Agent", "text": "a detailed video. i just wanted to install hermes. i want to connect amo, bank, websites.", "link": "https://www.youtube.com/watch?v=kjpZO95GcYI&lc=UgzBcgLUwV7zEk_eFNl4AaABAg"}]}, {"theme": "Agent controls apps on user's phone", "criterion": "connect.local_device", "authorWeeks": 62, "posts": 62, "agents": [{"id": "muse", "authorWeeks": 26}, {"id": "grok-bot", "authorWeeks": 14}, {"id": "openclaw", "authorWeeks": 9}, {"id": "hermes-agent", "authorWeeks": 8}, {"id": "dots", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-17", "source": "Play Store", "community": "Play Store", "text": "great. needs to control app. it will. program barley just came out. once it controls apps this it the futer", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "hermes-agent", "date": "2026-10-16", "source": "Reddit", "community": "r/hermesagent", "text": "is there something similar for this on android, especially using something like phone tools to control your own phone?", "link": "https://www.reddit.com/r/hermesagent/comments/1x6y1kc/hermes_redde_18_now_with_phone_tools/ph1bv62/"}, {"agent": "muse", "date": "2026-10-16", "source": "YouTube", "community": "Meta Muse Is Incredible - 5 Features You Need To Try", "text": "mostly useless. i have it on my phone handling marketplace interactions. mostly useless - its like an extra notificaiton. that's it.\ni need to view and control apps. like an ai to take these stupid computer based exams for me. lol", "link": "https://www.youtube.com/watch?v=lC_-9TD3TfA&lc=Ugz35vKXcnNkjNX_lcZ4AaABAg"}]}, {"theme": "Custom MCP servers and connectors", "criterion": "connect.coverage", "authorWeeks": 58, "posts": 63, "agents": [{"id": "muse", "authorWeeks": 24}, {"id": "grok-bot", "authorWeeks": 14}, {"id": "openclaw", "authorWeeks": 8}, {"id": "gemini-spark", "authorWeeks": 6}, {"id": "hermes-agent", "authorWeeks": 4}, {"id": "hark", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "@elonmusk @bot please have grok and grok bot add cimd. the version of rust mcp baked in already supports it. would help make adding mcp servers so much easier.", "link": "https://twitter.com/14831312/status/2111644979944653262"}, {"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "ive been working on building a proper connector for :\nhermes\ngrok bot \ndots\nbut god damn no ones got a proper api…. i end up needing to do all these weird workarounds \n@thsottiaux @poteto", "link": "https://twitter.com/1117675856841854977/status/2110774582688743785"}, {"agent": "hermes-agent", "date": "2026-10-13", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@witcheer i’d like that hermes agent support mcp apps. \n[link]", "link": "https://twitter.com/2069318626532876288/status/2110092369274286424"}]}, {"theme": "Linking the vendor's chat and agent products", "criterion": "connect.coverage", "authorWeeks": 57, "posts": 58, "agents": [{"id": "grok-bot", "authorWeeks": 46}, {"id": "hermes-agent", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "anyone know why doesn’t grok @bot have complete access to @grok projects, etc? seems like i have to share them with my bot email. i wish they all talked together.", "link": "https://twitter.com/1824459557952978944/status/2111671528475832439"}, {"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "grok bot can't read the chats in the grok window. @spacexai – that's the missing piece. #grok", "link": "https://twitter.com/1899624359234281473/status/2111455519135453204"}, {"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "moreover, since you can hit grok from hermes agent, it might be nice that it can also serve as xsearch and web search. however, it is a bit inconvenient because x won't search unless you explicitly say so... [link]", "link": "https://twitter.com/1570677426040209408/status/2111022069681156516"}]}, {"theme": "Tesla and vehicle integration", "criterion": "connect.coverage", "authorWeeks": 54, "posts": 55, "agents": [{"id": "grok-bot", "authorWeeks": 48}, {"id": "muse", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@poteto if reversing into the parking space can be solved by grokbot, that would be perfect. also, creating a tesla bot in grokbot to tell tesla to wait for me downstairs before getting off work, just thinking about it makes me excited.", "link": "https://twitter.com/935428956/status/2110935952944504958"}, {"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "@bot", "text": "who needs a therapist when you have this legend in the car with you at a fraction of the price?! just need to connect @bot to the car now.\n@tesla_ai @elonmusk @grok [link]", "link": "https://twitter.com/66368320/status/2107237928447701397"}, {"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "@bot", "text": "@griswold @yunta_tsai @bot i know it works in the cloud.\nbut i want the grok app natively on the main screen if tesla", "link": "https://twitter.com/43278897/status/2107142630475768076"}]}, {"theme": "Mobile messenger chat connector", "criterion": "connect.coverage", "authorWeeks": 49, "posts": 49, "agents": [{"id": "muse", "authorWeeks": 30}, {"id": "grok-bot", "authorWeeks": 9}, {"id": "openclaw", "authorWeeks": 6}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-14", "source": "X", "community": "@muse", "text": "why there is no whatsapp connector on the @muse ?? @kunalb11", "link": "https://twitter.com/868477336018178049/status/2110254074730021231"}, {"agent": "hermes-agent", "date": "2026-10-10", "source": "YouTube", "community": "The Ultimate Beginner’s Guide to Hermes Agent", "text": "can we also connect it to onedrive for files access and whatsapp for messages/auto messages? and hope after this subscription no need to have subscriptions of claude and chatgpt, only this subscription is enough?", "link": "https://www.youtube.com/watch?v=XNcKUSL1CTE&lc=UgxHy8ltJoN47h7UFNh4AaABAg"}, {"agent": "hermes-agent", "date": "2026-10-06", "source": "YouTube", "community": "Como usar Jev com Hermes Agent no WhatsApp", "text": "does hermes connect directly to whatsapp without needing to connect to evolution and indicate the evolution endpoint?", "link": "https://www.youtube.com/watch?v=GcivhAY-pWE&lc=Ugy7hjVEddGm9pil0qd4AaABAg"}]}, {"theme": "Integration with external coding agents", "criterion": "connect.coverage", "authorWeeks": 48, "posts": 49, "agents": [{"id": "grok-bot", "authorWeeks": 14}, {"id": "openclaw", "authorWeeks": 13}, {"id": "dots", "authorWeeks": 8}, {"id": "hermes-agent", "authorWeeks": 6}, {"id": "muse", "authorWeeks": 6}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "i’m not “vibe coding” because i know what i’m doing. and i need to like integrate a coding agent into the hermes agent development because anytime you ask should you do it or should i she’ll always say she should lol. and i don’t think that’s best.", "link": "https://twitter.com/2093169195697512448/status/2110999142415618340"}, {"agent": "hark", "date": "2026-10-12", "source": "X", "community": "@hark_labs", "text": "anyway to connect claude to @hark_labs, cos i think hack is much better at computer use for the basic stuff", "link": "https://twitter.com/1581487398554411009/status/2109563734964494497"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "YouTube", "community": "Grok Bot Just Got 2 Massive Upgrades. Do These Things Now.", "text": "when i can use grok bot to run my claude desktop then i will use it.", "link": "https://www.youtube.com/watch?v=MgvwZaDPCs4&lc=UgxLIMeLemcboRCDhdp4AaABAg"}]}, {"theme": "Password manager integration", "criterion": "connect.coverage", "authorWeeks": 48, "posts": 49, "agents": [{"id": "grok-bot", "authorWeeks": 21}, {"id": "muse", "authorWeeks": 18}, {"id": "hermes-agent", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@poteto when grokbot gives me a dialog to type in my credit card info, i really need some 1password support in that dialog.", "link": "https://twitter.com/14912780/status/2111563386052108471"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "@bot", "text": "@elonmusk @teslaconomics @brianroemmele @grok @bot please make it possible to enter passwords using onepassword or bitwarden 🥺", "link": "https://twitter.com/2074349163677151232/status/2108135112386957554"}, {"agent": "muse", "date": "2026-10-05", "source": "X", "community": "@muse", "text": "@brandonmuirhead @muse @bot @openai grokbot supports it!\nmuse already kind of supports it on mobile, on desktop 1password autofils the meta password, so yeah, waiting on that as well!", "link": "https://twitter.com/5721582/status/2107157222484840846"}]}]}, "ask": {"authorWeeks": 2891, "themes": [{"theme": "Two-way voice conversation mode", "criterion": "ask.voice", "authorWeeks": 258, "posts": 267, "agents": [{"id": "muse", "authorWeeks": 194}, {"id": "hark", "authorWeeks": 23}, {"id": "grok-bot", "authorWeeks": 22}, {"id": "hermes-agent", "authorWeeks": 12}, {"id": "openclaw", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 1}, {"id": "poke", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-18", "source": "X", "community": "@muse", "text": "voice mode and shared agents are an absolute must for me with @muse asap\nneed to be able to share @muse across family members and voice mode would be the 100% gamechanger i need in my life [link]", "link": "https://twitter.com/2011796236119240704/status/2111630132343378199"}, {"agent": "hark", "date": "2026-10-17", "source": "Play Store", "community": "Play Store", "text": "best app i found in this agentic era, if they add live voice mode then it will be the best ever", "link": "https://play.google.com/store/apps/details?id=com.hark.android"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs that was fun.\nif it was worth it, do it again when voice2voice comes out!", "link": "https://twitter.com/1376694161424928770/status/2111580889864126907"}]}, {"theme": "Faster general reply speed", "criterion": "ask.speed", "authorWeeks": 92, "posts": 92, "agents": [{"id": "muse", "authorWeeks": 40}, {"id": "grok-bot", "authorWeeks": 22}, {"id": "hermes-agent", "authorWeeks": 16}, {"id": "openclaw", "authorWeeks": 8}, {"id": "dots", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 3}], "examples": [{"agent": "muse", "date": "2026-10-13", "source": "App Store", "community": "App Store", "text": "does its job, i would like it to be faster and to work across apps but well. it can’t be perfect…", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-10-12", "source": "App Store", "community": "App Store", "text": "it takes a long time to give a response, fix that or i'm going to chatgpt.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-10-10", "source": "X", "community": "@muse", "text": "@jackfriks @muse hope @muse speeds this up. you and @satosh0xsol are my go-to finance accounts.", "link": "https://twitter.com/1699631729617534976/status/2108917479062032772"}]}, {"theme": "Better overall UI/UX design", "criterion": "ask.app_client", "authorWeeks": 61, "posts": 64, "agents": [{"id": "hermes-agent", "authorWeeks": 32}, {"id": "openclaw", "authorWeeks": 12}, {"id": "grok-bot", "authorWeeks": 6}, {"id": "gemini-spark", "authorWeeks": 4}, {"id": "muse", "authorWeeks": 4}, {"id": "hark", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "@NousResearch", "text": "@jdudley @nousresearch indeed, i'm still using codex because the ui is so good, and i'm looking forward to hermes agent following up.", "link": "https://twitter.com/1601773243161284608/status/2110989524423880870"}, {"agent": "hark", "date": "2026-10-13", "source": "YouTube", "community": "Hark Pro First Look: I'm Testing Hark AI for 5 Days", "text": "@enricoaiyes is faster and more accurate than muse imo but i like muse’s interface is better for me. just a normie not a programmer. if hark adopted muse’s buttons it would be a wrap. plus they need a macos app", "link": "https://www.youtube.com/watch?v=8gqovhTtBl4&lc=UgxfkV6-7p0fReuQUFB4AaABAg.Abs294Z2kRWAbt9v8odqku"}, {"agent": "openclaw", "date": "2026-10-13", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@patrickerichsen @steipete i put openclaw on a macmini at the beginning of this year.\ni’ve primarily built in claude gui because oc said it could build a website and didn’t.\ni would love to see an updated oc ui.\nhow do i gets?", "link": "https://twitter.com/2717940404/status/2110145397289263260"}]}, {"theme": "Wake word voice activation", "criterion": "ask.voice", "authorWeeks": 50, "posts": 51, "agents": [{"id": "muse", "authorWeeks": 37}, {"id": "grok-bot", "authorWeeks": 5}, {"id": "hermes-agent", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-18", "source": "X", "community": "@NousResearch", "text": "@rightsideofai @nousresearch @teknium can it use a wake word to start listening?", "link": "https://twitter.com/24872574/status/2111909587486126553"}, {"agent": "muse", "date": "2026-10-16", "source": "Play Store", "community": "Play Store", "text": "only if my piggy was voice activated with a prompt word !!!! other than that i was super leary of this and i actually love my ziggy", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "@NousResearch", "text": "@nousresearch can you provide an esphome/ microwakeword-compatible port of the existing hey_hermes. tflite model for esp32-s3 devices?", "link": "https://twitter.com/18170302/status/2110937649116598385"}]}, {"theme": "Selectable and custom agent voices", "criterion": "ask.voice", "authorWeeks": 48, "posts": 50, "agents": [{"id": "grok-bot", "authorWeeks": 20}, {"id": "dots", "authorWeeks": 12}, {"id": "muse", "authorWeeks": 11}, {"id": "hark", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@grok @poteto feature request for grok bot: let my admin bot set voices. dr eggbot builds and runs my whole bot fleet, but accents can only be changed by hand in the app, one bot at a time. hagrid deserves his west country accent without me doing it 🙏", "link": "https://twitter.com/17425203/status/2111405748471419208"}, {"agent": "dots", "date": "2026-10-16", "source": "YouTube", "community": "Put your dot on call", "text": "please give us the ability to change our dots voices separately from a chat gpt voices thank you", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgyC7e5AW_XrDTdr6ud4AaABAg"}, {"agent": "dots", "date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@openai dots should support female voices😀, the male voice lacks clarity.", "link": "https://twitter.com/2110862543891976192/status/2110938927951720701"}]}, {"theme": "More interface language support", "criterion": "ask.app_client", "authorWeeks": 45, "posts": 50, "agents": [{"id": "hermes-agent", "authorWeeks": 17}, {"id": "grok-bot", "authorWeeks": 13}, {"id": "muse", "authorWeeks": 11}, {"id": "hark", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}], "examples": [{"agent": "hermes-agent", "date": "2026-10-15", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@nvidiartxspark @asus i would build an app type version of hermes agent style for global south with their languages supported, most dont know english so we really lack the tools for them. #shareyourspark", "link": "https://twitter.com/1464242200942940164/status/2110802023532900802"}, {"agent": "grok-bot", "date": "2026-10-13", "source": "YouTube", "community": "What's new in Grok Bot - Oct 13, 2026", "text": "it’s great that we have lots of languages now on grok bot to choose from, but why it’s only available on the pc? on ios/ipados the language list is very limited. also the settings layout is so different between them.", "link": "https://www.youtube.com/watch?v=8_K9yAckFh0&lc=UgxmYUqa4k980TQDvch4AaABAg"}, {"agent": "openclaw", "date": "2026-10-13", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@zai_org openclaw and zcode are great tools, but localization really needs work. the models (glm 5.3 flash) and ui shouldn't be showing chinese to non-chinese-speaking users. the other day i was showing zcode to a client, and the output suddenly switched to chinese [link]", "link": "https://twitter.com/3290961902/status/2109828448810320165"}]}, {"theme": "Simpler, less cluttered interface", "criterion": "ask.app_client", "authorWeeks": 45, "posts": 45, "agents": [{"id": "hermes-agent", "authorWeeks": 24}, {"id": "openclaw", "authorWeeks": 11}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "muse", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 1}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-10", "source": "YouTube", "community": "The Ultimate Beginner’s Guide to Hermes Agent", "text": "i just wish the ui wasnt dogsh*t, its ugliest ui i have ever seen in my 30 years of internet. looks ugly, feels spammy, dark web vibes", "link": "https://www.youtube.com/watch?v=XNcKUSL1CTE&lc=Ugz6G1vndxPF3dfP2454AaABAg"}, {"agent": "hermes-agent", "date": "2026-10-10", "source": "X", "community": "@NousResearch", "text": "@teknium @nousresearch we need the bot mode to be as good as @bot \n1. clean, minimal design \n2. ios app \n3 . better orchestration\n4. groups should be active \n5. easier autonomous work", "link": "https://twitter.com/2375658807/status/2108881069919305728"}, {"agent": "hermes-agent", "date": "2026-10-09", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@poteto @koltregaskes @bot i want hermes agent, but better. hermes is powerful but too much upkeep for a solo founder. grok bot is far simpler, and i love that it's now more model agnostic and picks the best model. i'd pay for its ui on top of hermes' power and ownership. [link]", "link": "https://twitter.com/1074414809607618560/status/2108678329620685182"}]}, {"theme": "Fix general app bugs and crashes", "criterion": "ask.app_client", "authorWeeks": 39, "posts": 41, "agents": [{"id": "openclaw", "authorWeeks": 12}, {"id": "hermes-agent", "authorWeeks": 10}, {"id": "muse", "authorWeeks": 8}, {"id": "grok-bot", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-10", "source": "X", "community": "@muse", "text": "@muse the ipad version keeps crashing, has anyone encountered this?", "link": "https://twitter.com/2036637139920949248/status/2108902134163165652"}, {"agent": "dots", "date": "2026-10-09", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@chatgpt dots is not available yet lil bro\nhow about we ship those features for everyone, or here is some thinking outside of the box:\n- fix the damn app first before more launching features.\ncc @thsottiaux", "link": "https://twitter.com/982013485134548994/status/2108661340965347622"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "Play Store", "community": "Play Store", "text": "crash... everything needs to be re-transmitted, hope it can be resolved.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}]}, {"theme": "Spoken voice replies from the agent", "criterion": "ask.voice", "authorWeeks": 39, "posts": 39, "agents": [{"id": "muse", "authorWeeks": 32}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-14", "source": "Play Store", "community": "Play Store", "text": "muse is a wonderful thing. it takes your workload down so you have more time to do other things. the only downfall is it doesn't have a voice. i would like for it to talk so i don't have to look at my screen and read it. maybe in a future update.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-10-12", "source": "App Store", "community": "App Store", "text": " voice option would be great, especially when they’re responding. there’s no sound.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-10-07", "source": "YouTube", "community": "The Biggest Launch Since ChatGPT (Muse)", "text": "nobody's talking about the white elephant besides the data capture issue. on an iphone you can talk to it, but it doesn't talk back. it's also slow, and in my testing it felt less capable than i expected, so i honestly don't know where the hype is coming from.", "link": "https://www.youtube.com/watch?v=1LRvMRC_pfY&lc=UgzXojQuERc1dbLK7Ux4AaABAg"}]}, {"theme": "Faster, less laggy app", "criterion": "ask.speed", "authorWeeks": 38, "posts": 40, "agents": [{"id": "hermes-agent", "authorWeeks": 15}, {"id": "grok-bot", "authorWeeks": 10}, {"id": "muse", "authorWeeks": 7}, {"id": "openclaw", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-12", "source": "Reddit", "community": "r/hermesagent", "text": "please, make the chat interface…faster, smoother. now it always loads something, syncing something another.\nux experience in telegram is much faster as for me.\notherwise, the app is great.", "link": "https://www.reddit.com/r/hermesagent/comments/1x3pfps/hermes_conduit_0117_update_your_agent_can_call/pffmrvz/"}, {"agent": "hark", "date": "2026-10-10", "source": "X", "community": "@hark_labs", "text": "@adcock_brett loving @hark_labs but can we please have better performance on low end devices? it laggs a bit rn", "link": "https://twitter.com/1289980460244713473/status/2108750508445794757"}, {"agent": "hermes-agent", "date": "2026-10-09", "source": "Reddit", "community": "r/hermesagent", "text": "all is in the title... it gets a little better after a hermes restart, but just creating a new session takes 2/3s, i get freezes loading medium length sessions etc.\ncpu is barely registering hermes so i don't know what it's doing...", "link": "https://www.reddit.com/r/hermesagent/comments/1x1ka5z/hermes_desktop_slow_as_hell/"}]}, {"theme": "CarPlay and in-car support", "criterion": "ask.voice", "authorWeeks": 38, "posts": 39, "agents": [{"id": "grok-bot", "authorWeeks": 20}, {"id": "muse", "authorWeeks": 14}, {"id": "hark", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "feature request for @bot: let my main bot call me on my real number when something important comes up. and the other way round too, a number i can call my bot on, or proper carplay support so i can start a voice call while driving. [link]", "link": "https://twitter.com/1678828162631753728/status/2111715432243581013"}, {"agent": "muse", "date": "2026-10-17", "source": "Play Store", "community": "Play Store", "text": "best assistant i've tried yet, be nice for it to have a voice and ability to freely talk, i know you can do voice notes but it's a bit clunky if your driving and need it to answer emails or approve something or let a contact know you're arriving in xx minutes", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "hark", "date": "2026-10-15", "source": "X", "community": "@hark_labs", "text": "@altharbor @adcock_brett @hark_labs will say though, as a commuter no carplay app to pair with ios has been a bit of a pain. i like hark's interface more, but claude will allow me to review my notes and converse, without trying to grab for the phone's microphone feature", "link": "https://twitter.com/1616914904581013506/status/2110584161463664769"}]}, {"theme": "WhatsApp integration", "criterion": "ask.channel", "authorWeeks": 37, "posts": 37, "agents": [{"id": "muse", "authorWeeks": 21}, {"id": "grok-bot", "authorWeeks": 5}, {"id": "hermes-agent", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 4}, {"id": "hark", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-15", "source": "X", "community": "@NousResearch", "text": "@teknium @hermesagenttips @nousresearch good stuff my goat\ni'm packaging hermes for the average person/business owner on their whatsapp\nwould be a massive unlock to just have a native one click connect \nfor now though work around is composio \nkeep it up king", "link": "https://twitter.com/2002411334865190913/status/2110527147366568367"}, {"agent": "muse", "date": "2026-10-14", "source": "X", "community": "@muse", "text": "why isn’t @muse integrated into @whatsapp ???\n@alexandr_wang @kunalb11 @finkd", "link": "https://twitter.com/1708061001642299392/status/2110248002875179160"}, {"agent": "hark", "date": "2026-10-12", "source": "X", "community": "@hark_labs", "text": "@hark_labs how do i connect to whatsapp on my phone? anything planned?", "link": "https://twitter.com/989450078/status/2109755905851937240"}]}]}, "act": {"authorWeeks": 1780, "themes": [{"theme": "Tutorial and demo videos", "criterion": "act.content", "authorWeeks": 53, "posts": 53, "agents": [{"id": "hermes-agent", "authorWeeks": 30}, {"id": "openclaw", "authorWeeks": 15}, {"id": "muse", "authorWeeks": 4}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-16", "source": "X", "community": "@openclaw", "text": "@jeroencorthout @openclaw @linux @telegram @roboclawbot this is cool, make a session and spin ip dev gateway with this installed and make me a narrated video", "link": "https://twitter.com/25401953/status/2110913647631548774"}, {"agent": "hermes-agent", "date": "2026-10-08", "source": "YouTube", "community": "Hermes Agent - Como ter seu AI agent funcionando em 15 minutos", "text": "hi, it would be cool to share with us some project where you use hermes nowadays, so we can get out of these tutorials of marketing agents that are all the same around here :d", "link": "https://www.youtube.com/watch?v=zMgg9skvdw0&lc=Ugy13oEdWEPQHcL1c5d4AaABAg"}, {"agent": "hark", "date": "2026-10-08", "source": "YouTube", "community": "Nova missão: $5 EM RECOMPENSAS por responder 5 perguntas (Hark Pro) Tutorial", "text": "@criptobr could you bring more content like this, which has fast payment. i tested the app from your video and the 5 dollars were already in my paypal in less than 20 minutes 🤩👏🏽👏🏽👏🏽💰", "link": "https://www.youtube.com/watch?v=AfLmSeTXKhw&lc=UgxRH5V_54zh8jzf2Lp4AaABAg"}]}, {"theme": "Outbound phone calls on user's behalf", "criterion": "act.outreach", "authorWeeks": 45, "posts": 47, "agents": [{"id": "muse", "authorWeeks": 26}, {"id": "hark", "authorWeeks": 5}, {"id": "openclaw", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 4}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-17", "source": "YouTube", "community": "Put your dot on call", "text": "1) when will it be dots instead of 'dot' (singular)\n2) when can it be able to call people on the phone on my behalf?\n3) when can it 100% automate my computer? (without me having to resort to codex)\nthese are the only things i'm interested in.", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgwtJpQTH1b2AcFIiYJ4AaABAg"}, {"agent": "muse", "date": "2026-10-13", "source": "YouTube", "community": "Meta's New Muse Wonder Is Huge!", "text": "i love it. although its responses are slower as compared to chatgpt. chatgpt responses are almost instant. grok is slower of all the 3. wish muse could make calls though.", "link": "https://www.youtube.com/watch?v=iXjh7VSSLDE&lc=Ugy7xyqvi6gjnduuJ-14AaABAg"}, {"agent": "muse", "date": "2026-10-13", "source": "X", "community": "@muse", "text": "just spent 30 minutes calling acupuncturists to see who's accepting new patients, what info they need from me to get started and to schedule an appointment. boring rote task and perfect use case for @muse and @instinct but neither supports calls.", "link": "https://twitter.com/12775122/status/2110126676927811802"}]}, {"theme": "Built-in computer use capability", "criterion": "act.computer_use", "authorWeeks": 26, "posts": 26, "agents": [{"id": "grok-bot", "authorWeeks": 10}, {"id": "hermes-agent", "authorWeeks": 7}, {"id": "gemini-spark", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-17", "source": "YouTube", "community": "Put your dot on call", "text": "1) when will it be dots instead of 'dot' (singular)\n2) when can it be able to call people on the phone on my behalf?\n3) when can it 100% automate my computer? (without me having to resort to codex)\nthese are the only things i'm interested in.", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgwtJpQTH1b2AcFIiYJ4AaABAg"}, {"agent": "hark", "date": "2026-10-13", "source": "X", "community": "@hark_labs", "text": "@adcock_brett @ricosystems @hark_labs computer use and voice are the 2 things holding me back from going all in with hark for assistant.", "link": "https://twitter.com/1891728608210690049/status/2109881752478998540"}, {"agent": "gemini-spark", "date": "2026-10-08", "source": "X", "community": "X search: Gemini Spark", "text": "@harshithlucky3 whats the difference between spark and this one , i don't know why they don't make one thing more perfect for use like gemini spark has no proper features to use ,no local files access and no computer use", "link": "https://twitter.com/2090005551577223168/status/2108179795700064580"}]}, {"theme": "Faster computer and browser control", "criterion": "act.computer_use", "authorWeeks": 25, "posts": 26, "agents": [{"id": "grok-bot", "authorWeeks": 10}, {"id": "dots", "authorWeeks": 4}, {"id": "hark", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs tens of thousands of pizzas in one night is a proper load test. will the learnings include faster browser tasks for apps that have no api?", "link": "https://twitter.com/1991860005159817216/status/2111592869521662149"}, {"agent": "grok-bot", "date": "2026-10-14", "source": "X", "community": "@bot", "text": "is it me or @bot own computer is slow af today and going worse to use.\nbot needs better computer use @poteto", "link": "https://twitter.com/1215028704/status/2110242174642372818"}, {"agent": "hark", "date": "2026-10-12", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "text": "i really like @cueagents, it had a nice charm to it! and it's quite capable. but it is slower at tasks than grok bot and hark pro (tested). would like to see speed improvements particularly to how it uses its browser [link]", "link": "https://twitter.com/2108261841109499904/status/2109552103177834630"}]}, {"theme": "Finish tasks without stopping partway", "criterion": "act.stops_short", "authorWeeks": 25, "posts": 25, "agents": [{"id": "muse", "authorWeeks": 8}, {"id": "openclaw", "authorWeeks": 8}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-11", "source": "Play Store", "community": "Play Store", "text": "please finish the story. i get to the good part. . can't get the rest.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "gemini-spark", "date": "2026-10-08", "source": "X", "community": "X search: Gemini Spark", "text": "the reply to the estimate request always stops at just the beginning. i want to leave it to gemini spark. [link]", "link": "https://twitter.com/1908107969520406528/status/2108150430350110816"}, {"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "grok bot been failing me all night. its not completing tasks either. @bot fix! [link]", "link": "https://twitter.com/1392504262928715777/status/2106970677047951825"}]}, {"theme": "Catch up with competing agents", "criterion": "act.accuracy", "authorWeeks": 24, "posts": 24, "agents": [{"id": "gemini-spark", "authorWeeks": 10}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "how are openai dots still this bad! somehow worse than just using codex, every time? \n@thsottiaux pls fix [link]", "link": "https://twitter.com/1022510187708665856/status/2110701869227975102"}, {"agent": "hark", "date": "2026-10-12", "source": "X", "community": "@hark_labs", "text": "can @hark_labs make sure all the gaps that exist are closed so we don’t have to move to @pally [link]", "link": "https://twitter.com/989450078/status/2109726436789825776"}, {"agent": "gemini-spark", "date": "2026-10-08", "source": "X", "community": "X search: Gemini Spark", "text": "@sundarpichai @googlecloud when will cc be widely available and everyone?\nalso, gemini spark seems to be a good starter agent but then it needs some work to catch up to @hark_labs and other agents. \n@geminiapp \n@joshwoodward \n@logan", "link": "https://twitter.com/499470797/status/2108262587611660338"}]}, {"theme": "Finish without repeated prompting", "criterion": "act.stops_short", "authorWeeks": 23, "posts": 24, "agents": [{"id": "hermes-agent", "authorWeeks": 7}, {"id": "muse", "authorWeeks": 7}, {"id": "openclaw", "authorWeeks": 4}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-14", "source": "X", "community": "@bot", "text": "can we clean this up @bot? i shouldn't have to ask you twice. [link]", "link": "https://twitter.com/12598542/status/2110498631086379421"}, {"agent": "hermes-agent", "date": "2026-10-10", "source": "X", "community": "@NousResearch", "text": "@nousresearch dissapointing keeps stopping mid task and need to keep prompting it", "link": "https://twitter.com/317138753/status/2109019221938384922"}, {"agent": "hermes-agent", "date": "2026-10-09", "source": "X", "community": "@NousResearch", "text": "@nousresearch @microsoft did you guys change something? my main agent needs me to copy and paste paragraphs to perform lately like i’m building a nuclear submarine or some shit?", "link": "https://twitter.com/248973133/status/2108378193098867179"}]}, {"theme": "Automated social content creation and posting", "criterion": "act.content", "authorWeeks": 19, "posts": 19, "agents": [{"id": "grok-bot", "authorWeeks": 10}, {"id": "muse", "authorWeeks": 5}, {"id": "hark", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-10", "source": "X", "community": "@bot", "text": "@poteto @bot automate my wife's faceless channels company entirely, trend hunt, niche finder, ideation, packaging, scripting and even editing with an app made with cursor, ty", "link": "https://twitter.com/376293797/status/2108961593593659815"}, {"agent": "hark", "date": "2026-10-08", "source": "X", "community": "@hark_labs", "text": "@hark_labs can you help build creative posts for instagram? and mange the posting?", "link": "https://twitter.com/1914290379471663104/status/2108025214185697633"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@x @bot build a real-time x engagement optimizer. users tag it on a draft post; it analyzes timing, hashtags, audience match from public data, suggests rewrites for higher reach, and tracks predicted vs actual metrics. keep replies concise, source all tips, and scale for mass use", "link": "https://twitter.com/2102023876330823680/status/2106436850969915801"}]}, {"theme": "Better overall computer use quality", "criterion": "act.computer_use", "authorWeeks": 17, "posts": 18, "agents": [{"id": "hermes-agent", "authorWeeks": 7}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-07", "source": "X", "community": "@hark_labs", "text": "@kevskgs @hark_labs @muse is the superior muse in the room with us now? visible computer use? you can watch computer use of grok bot and grok bot does this, better. this is just glitz porn ux as a business. where’s the differentiator?", "link": "https://twitter.com/22088913/status/2107786090207715658"}, {"agent": "hermes-agent", "date": "2026-10-07", "source": "X", "community": "@NousResearch", "text": "@nousresearch can we improve the hermes computer use please!! looking forward for the nouscon 2026", "link": "https://twitter.com/1769588307590086658/status/2107747918346334250"}, {"agent": "openclaw", "date": "2026-10-04", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@thsottiaux @voxyz_ai it needs to do things better on its own. i had to make a dedicated tunnel session for dots to use my openclaw setup for work because it can't figure out how to do basic work on it's own computer.", "link": "https://twitter.com/51492397/status/2106545562833272867"}]}, {"theme": "Better image generation quality", "criterion": "act.content", "authorWeeks": 17, "posts": 17, "agents": [{"id": "muse", "authorWeeks": 8}, {"id": "grok-bot", "authorWeeks": 6}, {"id": "dots", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "reason [zip code] why dots is my daily driver currently over grok bot: the image model. \ni build tons of creative assets for clients in ecom and i need a frontier image model. \ni can’t have a tool that’s “guessing” and won’t verify/allow me to control it in detail.", "link": "https://twitter.com/1881029438475046913/status/2108091247747645766"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "@bot", "text": "@elonmusk @bot @bot still needs to be improved. hasn't he learned to make drawings yet? [link]", "link": "https://twitter.com/1307182250962817025/status/2108054338669285505"}, {"agent": "dots", "date": "2026-10-03", "source": "YouTube", "community": "ChatGPT Dots Is Insane... But Gemini’s NEW Argon Is EVEN Bigger", "text": "it is insane not sane. factually, it sucks at all it's own tools.\nit relies on the same old image generator womp womp wompppp", "link": "https://www.youtube.com/watch?v=kmo9Mk_gIUk&lc=UgykESzKX1YBkNJFxo54AaABAg"}]}, {"theme": "Fix broken tool calls", "criterion": "act.instructions", "authorWeeks": 17, "posts": 17, "agents": [{"id": "hermes-agent", "authorWeeks": 10}, {"id": "openclaw", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-08", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "the reason for the 400 error when specifying thinking in openclaw and opencode go's haiku 5.5 is self-investigation🦞\nit's fast because thinking is off, but the conversation doesn't quite match🕞🫠 [link]", "link": "https://twitter.com/2371553322/status/2108263921048301673"}, {"agent": "dots", "date": "2026-10-03", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@chatgpt dots calling function is still not working for me. anyone else have the same issue? i wish they would just fix this already", "link": "https://twitter.com/15767794/status/2106174993147294065"}, {"agent": "hermes-agent", "date": "2026-09-29", "source": "X", "community": "@NousResearch", "text": "@nousresearch @teknium @openai hmm, so better support for tool call use and hermes in general, with openai subs?\nbeen pretty good already, but always enjoy the cooking!", "link": "https://twitter.com/2758152969/status/2105002835523871195"}]}, {"theme": "Reliable following of explicit instructions", "criterion": "act.instructions", "authorWeeks": 16, "posts": 17, "agents": [{"id": "grok-bot", "authorWeeks": 5}, {"id": "muse", "authorWeeks": 5}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@lingxi @elonmusk @bot the main grok bot that wants to manage the other bots isn’t giving the bots it’s creating my instructions.", "link": "https://twitter.com/1574558272727695361/status/2106354247893971307"}, {"agent": "grok-bot", "date": "2026-09-26", "source": "Play Store", "community": "Play Store", "text": "it doesn't listen to instructions, changes things on its own, doesn't understand japanese, has problems with the identification function, and makes the same mistakes even when i give the same instructions multiple times or change the phrasing. it's useless.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "muse", "date": "2026-09-23", "source": "App Store", "community": "App Store", "text": "it doesn't execute the commands very well, there are very good intentions from meta, but everything related to images and editing needs to be refined.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}]}, "auto": {"authorWeeks": 1935, "themes": [{"theme": "Persistent memory across sessions", "criterion": "auto.memory", "authorWeeks": 68, "posts": 70, "agents": [{"id": "openclaw", "authorWeeks": 20}, {"id": "grok-bot", "authorWeeks": 17}, {"id": "hermes-agent", "authorWeeks": 16}, {"id": "muse", "authorWeeks": 10}, {"id": "dots", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 2}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-15", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@jjenglert @muse i agree with this entire assessment. this is all the same things that have happened with other harnesses i've used in the past, openclaw etc. it needs a better memory system and i agree 💯 it needs more actual proactivity and not just from a heartbeat.", "link": "https://twitter.com/49702700/status/2110533005454577930"}, {"agent": "instinct", "date": "2026-10-13", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "text": "@elonmusk @grok @bot you really need to develop memory like instinct ai or muse ai does . the grok bot is good but i’m missing that memory which i would like to use with grok bot than the other ai asap. @poteto @mattyp", "link": "https://twitter.com/939963120461799424/status/2110157138085449910"}, {"agent": "openclaw", "date": "2026-10-11", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "i tried to change the settings to improve openclaw's memory, and it broke. this always happens. then i have codex fix it. it's difficult, openclaw.", "link": "https://twitter.com/1951129463112212480/status/2109154761136337401"}]}, {"theme": "Interoperability between different agents", "criterion": "auto.multi_agent", "authorWeeks": 66, "posts": 70, "agents": [{"id": "openclaw", "authorWeeks": 26}, {"id": "grok-bot", "authorWeeks": 18}, {"id": "hermes-agent", "authorWeeks": 10}, {"id": "muse", "authorWeeks": 8}, {"id": "dots", "authorWeeks": 3}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-14", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "using tg group for cross-agent communication is not reliable (openclaw is too dumb to follow rules). maybe a better is to use a2a protocol in the backend but show summary in the tg group for human instead.", "link": "https://twitter.com/7204712/status/2110279751608811594"}, {"agent": "grok-bot", "date": "2026-10-12", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "now there are more and more products similar to grok bot, why isn't there a foundational facility that connects all these products together?!", "link": "https://twitter.com/1688412716367593472/status/2109537410141086111"}, {"agent": "muse", "date": "2026-10-09", "source": "X", "community": "@muse", "text": "@iruletheworldmo @grokbot hates @muse and muse hates grokbot. they refuse to cooperate and that is why agi fails.", "link": "https://twitter.com/1824503670811267073/status/2108538309710389307"}]}, {"theme": "Multiple agents per account", "criterion": "auto.multi_agent", "authorWeeks": 65, "posts": 69, "agents": [{"id": "dots", "authorWeeks": 31}, {"id": "muse", "authorWeeks": 17}, {"id": "grok-bot", "authorWeeks": 10}, {"id": "openclaw", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 3}], "examples": [{"agent": "dots", "date": "2026-10-17", "source": "YouTube", "community": "Put your dot on call", "text": "1) when will it be dots instead of 'dot' (singular)\n2) when can it be able to call people on the phone on my behalf?\n3) when can it 100% automate my computer? (without me having to resort to codex)\nthese are the only things i'm interested in.", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgwtJpQTH1b2AcFIiYJ4AaABAg"}, {"agent": "dots", "date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "why are openai’s dots called dots if you can only have one? i need more.", "link": "https://twitter.com/780497815818625028/status/2111579561267999121"}, {"agent": "dots", "date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "my @openai \"dot\" only has 1 purpose. \ntell me when \"dot(s)\" is released.\notherwise, it's ignored entirely. \n@openaidevs @thsottiaux \nsingle dot is useless for my use cases. [link]", "link": "https://twitter.com/733419117139496960/status/2111552769383620779"}]}, {"theme": "Self-hosted deployment option", "criterion": "auto.cloud_env", "authorWeeks": 62, "posts": 63, "agents": [{"id": "grok-bot", "authorWeeks": 18}, {"id": "hermes-agent", "authorWeeks": 14}, {"id": "openclaw", "authorWeeks": 14}, {"id": "muse", "authorWeeks": 11}, {"id": "dots", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 2}], "examples": [{"agent": "hermes-agent", "date": "2026-10-15", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "i'm a little interested in hermes desktop... i want to easily self-host a virtual pc like dots and make it a two-in-one.", "link": "https://twitter.com/726144978/status/2110743878534078540"}, {"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "also curious if xai plans to let grok bot run on private servers or local machines like hermes desktop. that would remove the main reason i keep sensitive stuff off it.", "link": "https://twitter.com/2061094751445700613/status/2110655864248111377"}, {"agent": "grok-bot", "date": "2026-10-13", "source": "X", "community": "@bot", "text": "@geoffreyhuntley @bot tell me when you can self host @bot on this", "link": "https://twitter.com/1955005796527509507/status/2109928589982622204"}]}, {"theme": "Always-on running while user's device is off", "criterion": "auto.cloud_env", "authorWeeks": 57, "posts": 59, "agents": [{"id": "openclaw", "authorWeeks": 18}, {"id": "hermes-agent", "authorWeeks": 16}, {"id": "grok-bot", "authorWeeks": 15}, {"id": "muse", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 1}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-10", "source": "Reddit", "community": "r/GrokBot", "text": "its not useful for trading since its not running on a 24/7 server", "link": "https://www.reddit.com/r/GrokBot/comments/1x28ijl/trading_with_grok_bot/pf0b1gv/"}, {"agent": "hark", "date": "2026-10-10", "source": "X", "community": "@hark_labs", "text": "@adcock_brett @hark_labs @adcock_brett three asks and hark becomes the agent we run our lives on: 1) always-on processes (my tailscale bridge dies whenever the sandbox idles), 2) multi-account sign-on to switch between work and personal, 3) a real-time voice mode like grok's 🙏", "link": "https://twitter.com/1737245583780220928/status/2108951530535530616"}, {"agent": "grok-bot", "date": "2026-10-10", "source": "X", "community": "@bot", "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": "Orchestrator agent delegating to specialists", "criterion": "auto.multi_agent", "authorWeeks": 56, "posts": 57, "agents": [{"id": "grok-bot", "authorWeeks": 17}, {"id": "hermes-agent", "authorWeeks": 13}, {"id": "muse", "authorWeeks": 9}, {"id": "dots", "authorWeeks": 8}, {"id": "openclaw", "authorWeeks": 8}, {"id": "poke", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-15", "source": "Reddit", "community": "r/hermesagent", "text": "i have been saying this forever. i basically just built my own hacky version of it and so badly wish it were natively supported", "link": "https://www.reddit.com/r/hermesagent/comments/1x6qgz1/hermes_sessions_should_be_able_to_send_messages/pgxv9r4/"}, {"agent": "openclaw", "date": "2026-10-11", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@steipete @artman will openclaw's future optimization direction aim to become a model for great multi-agent collaborative development capabilities?", "link": "https://twitter.com/1694700723316166656/status/2109261064328348079"}, {"agent": "hermes-agent", "date": "2026-10-10", "source": "X", "community": "@NousResearch", "text": "@teknium @nousresearch we need the bot mode to be as good as @bot \n1. clean, minimal design \n2. ios app \n3 . better orchestration\n4. groups should be active \n5. easier autonomous work", "link": "https://twitter.com/2375658807/status/2108881069919305728"}]}, {"theme": "Direct communication between a user's agents", "criterion": "auto.multi_agent", "authorWeeks": 53, "posts": 56, "agents": [{"id": "hermes-agent", "authorWeeks": 17}, {"id": "grok-bot", "authorWeeks": 16}, {"id": "muse", "authorWeeks": 8}, {"id": "openclaw", "authorWeeks": 7}, {"id": "dots", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i’m liking @chatgpt dot so far and use mine quite a bit. i’d love to be able to spin up multiple dots and have them coordinate with each other.", "link": "https://twitter.com/1969785356603240448/status/2111355602462982210"}, {"agent": "grok-bot", "date": "2026-10-14", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@bgadoci watching grok bot and claude pass github issues back and forth like that is the dream. would be even cooler if the security bot and the design bot could just leave notes for each other without you in the middle 😏", "link": "https://twitter.com/2107174595904364544/status/2110236433713877465"}, {"agent": "grok-bot", "date": "2026-10-10", "source": "X", "community": "@bot", "text": "@buildwithomkarr @mausbot_ @instinct @muse @bot great job! is there an easy way of communicating between different teams of bots? let's say i have a marketing team, and other team can ask them to do something", "link": "https://twitter.com/88933191/status/2108864502779248680"}]}, {"theme": "Central dashboard for all agents", "criterion": "auto.multi_agent", "authorWeeks": 51, "posts": 52, "agents": [{"id": "hermes-agent", "authorWeeks": 17}, {"id": "grok-bot", "authorWeeks": 12}, {"id": "openclaw", "authorWeeks": 12}, {"id": "dots", "authorWeeks": 7}, {"id": "muse", "authorWeeks": 3}], "examples": [{"agent": "openclaw", "date": "2026-10-17", "source": "X", "community": "@openclaw", "text": "@openclaw the part i'd love to see is her dashboard. at that volume the hard problem isnt running loops, it's knowing which ones are stuck, which finished, and which quietly died at 3am", "link": "https://twitter.com/2109396108132884480/status/2111567788712288664"}, {"agent": "dots", "date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "claude mods' idea offering\na status display where you can see the progress of openai dots\ni think it would be nice to have a progress dashboard that summarizes the persistent agents of each company.", "link": "https://twitter.com/96780028/status/2110847853031833651"}, {"agent": "dots", "date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@amorriscode @theo yes, make it the default. one user woke up to codex usage at 0% (43% at bedtime) because a chatgpt dot kept starting codex tasks overnight. once agents run unattended, \"needs you / running / done\" is the first thing you should see", "link": "https://twitter.com/972324760855003136/status/2110610260256055790"}]}, {"theme": "Shared memory between agents", "criterion": "auto.memory", "authorWeeks": 48, "posts": 50, "agents": [{"id": "openclaw", "authorWeeks": 17}, {"id": "hermes-agent", "authorWeeks": 14}, {"id": "grok-bot", "authorWeeks": 10}, {"id": "muse", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "poke", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-17", "source": "X", "community": "@openclaw", "text": "@openclaw feature request please add ability to share chat session between dot and open claw and chat gpt or claude chat session and open claw a collaboration of individual chats and open claw \n@steipete", "link": "https://twitter.com/52092873/status/2111290769021796747"}, {"agent": "dots", "date": "2026-10-11", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@aivm_network persistent memory is one of the missing pieces for truly useful long running agents. bringing shared context and governance into openai dots could make these systems far more reliable and scalable.", "link": "https://twitter.com/1683157697208762368/status/2109261085324808643"}, {"agent": "hermes-agent", "date": "2026-10-10", "source": "X", "community": "@NousResearch", "text": "@jessegenet @bot @nousresearch the real cost isn't switching between agents, it's that none of them share a memory. until hermes and the other one can read the same context, \"knitting it together\" just means you're the integration layer.", "link": "https://twitter.com/1622919584348049410/status/2109030065480810796"}]}, {"theme": "More proactive, unprompted behavior overall", "criterion": "auto.proactive", "authorWeeks": 45, "posts": 45, "agents": [{"id": "grok-bot", "authorWeeks": 11}, {"id": "muse", "authorWeeks": 10}, {"id": "openclaw", "authorWeeks": 10}, {"id": "dots", "authorWeeks": 7}, {"id": "hermes-agent", "authorWeeks": 4}, {"id": "hark", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-15", "source": "X", "community": "@hark_labs", "text": "@hark_labs hark is fire. i use it to manage my full day, it's my personal assistant for everything. i wish it was more proactive. does it have a heartbeat or something to start model inference? i wish you'd add custom imap/smtp support.", "link": "https://twitter.com/1877539936733216768/status/2110640277190787479"}, {"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "@bot", "text": "@therealjbigs @madebydia @grok @bot same - i've been quite surprised to see how the recently launched \"proactive main @bot lacks proativity. even when asking and it confirms \"right, i'll be more proactive\", it doesn't happen.", "link": "https://twitter.com/1733408599534157824/status/2110585321876578658"}, {"agent": "openclaw", "date": "2026-10-15", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@jjenglert @muse i agree with this entire assessment. this is all the same things that have happened with other harnesses i've used in the past, openclaw etc. it needs a better memory system and i agree 💯 it needs more actual proactivity and not just from a heartbeat.", "link": "https://twitter.com/49702700/status/2110533005454577930"}]}, {"theme": "Integration between specific agent products", "criterion": "auto.multi_agent", "authorWeeks": 41, "posts": 43, "agents": [{"id": "grok-bot", "authorWeeks": 15}, {"id": "dots", "authorWeeks": 9}, {"id": "hermes-agent", "authorWeeks": 8}, {"id": "muse", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-10-16", "source": "X", "community": "@muse", "text": "the biggest drawback to personal agents like @muse, @bot and @hark_labs is that they can't orchestrate my codex sessions where the majority of my work lives.\nthe biggest drawback to @openai dots is that, for some reason, they can't either. 🤷♂️ [link]", "link": "https://twitter.com/2034456689345486848/status/2111116764788437332"}, {"agent": "dots", "date": "2026-10-13", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@reach_vb @openai dot still can’t message an existing local codex thread directly, even with its exact thread id. the send fails with “cloudthreadnotfounderror: the cloud thread was not found.” please fix this so dot can coordinate my local threads. [link]", "link": "https://twitter.com/256317554/status/2110065996694172114"}, {"agent": "hermes-agent", "date": "2026-10-13", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "i’ve given up waiting for dots to come to uk so testing out grokbot now\nanyone have a slick way for grokbot to chat to my hermes agent running on my local mac mini and the other way around?\ni’d love it if they can delegate to each other when appropriate", "link": "https://twitter.com/16575775/status/2109925936208691516"}]}, {"theme": "Fully managed hosted version", "criterion": "auto.cloud_env", "authorWeeks": 39, "posts": 39, "agents": [{"id": "openclaw", "authorWeeks": 19}, {"id": "hermes-agent", "authorWeeks": 13}, {"id": "grok-bot", "authorWeeks": 6}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@hanghuang_ @thsottiaux how about one click deploy agents feature \nlike for n8n, hermes openclaw etc \nhostinger does it seamlessly", "link": "https://twitter.com/1710033776280215552/status/2111716635946123669"}, {"agent": "openclaw", "date": "2026-10-07", "source": "Reddit", "community": "r/AI_Agents", "text": "exactly. you basically just described my entire point 😂. i don't want to spend my time learning openclaw, agent harnesses, tokens, permissions, etc. i want the company selling me the ai to handle all that shit and give me the finished product.", "link": "https://www.reddit.com/r/AI_Agents/comments/1wzof0f/i_dont_want_an_ai_assistant_i_want_an_ai_that/pedivg2/"}, {"agent": "hermes-agent", "date": "2026-10-07", "source": "X", "community": "@NousResearch", "text": "@nousresearch how will the mobile app work? will it just be a way to use my home pc (if left on)? or will we be able to use hermes entirely in the cloud? without paying for a virtual service. \nlike how we can use models wherever for their own price. @teknium", "link": "https://twitter.com/1246152062787878912/status/2107914245329539163"}]}]}, "control": {"authorWeeks": 2131, "themes": [{"theme": "User choice of the underlying model", "criterion": "control.model", "authorWeeks": 98, "posts": 98, "agents": [{"id": "grok-bot", "authorWeeks": 54}, {"id": "openclaw", "authorWeeks": 22}, {"id": "hermes-agent", "authorWeeks": 12}, {"id": "dots", "authorWeeks": 4}, {"id": "muse", "authorWeeks": 4}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@yetone i thought i was the only one still using it 😂 then why doesn't magpie support directly setting the openclaw model? i also submitted a pr to support lobster and asked for a review 🙏\n[link]", "link": "https://twitter.com/708591039511207936/status/2111850157973393408"}, {"agent": "muse", "date": "2026-10-12", "source": "X", "community": "@muse", "text": "@muse — does this mean you’d run on muse wonder instead of spark? or is there a model selector or what? [link]", "link": "https://twitter.com/405449912/status/2109722679993631066"}, {"agent": "hermes-agent", "date": "2026-10-10", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@elonmusk @elonmusk are you able to make grok bot offer model selections like hermes agent does???", "link": "https://twitter.com/1086080362038476802/status/2109051364202672219"}]}, {"theme": "Better underlying model quality", "criterion": "control.model", "authorWeeks": 77, "posts": 77, "agents": [{"id": "grok-bot", "authorWeeks": 44}, {"id": "muse", "authorWeeks": 14}, {"id": "hermes-agent", "authorWeeks": 8}, {"id": "openclaw", "authorWeeks": 7}, {"id": "dots", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs stop using gpt 3 in ur shitass wannabe agent app lmao this is hilarious. even 27b run locally doesnt make these mistakes [link]", "link": "https://twitter.com/1737356334922649600/status/2111284705425502289"}, {"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@thsottiaux gpt-6 in chat's memory is so poor that is it had the revelation that hermes agent accepts oauth for the umpteenth time and three times in the same session. please, we are using this for work planning. we cannot work with a defective model. you are openai. be better.", "link": "https://twitter.com/1396323276809441280/status/2111073193721245827"}, {"agent": "grok-bot", "date": "2026-10-10", "source": "Reddit", "community": "r/GrokBot", "text": "i gotta admit, after the “claude” update, which i think my country got a day or two after yall, it’s actually pretty good now. a better baseline model is what i’ve wanted since day one, and now i’m a little hesitant to drop my ultra plan… 🥲", "link": "https://www.reddit.com/r/GrokBot/comments/1wzsk17/what_does_this_mean_my_grok_bot_runs_on_opus_55/pf1lgw6/"}]}, {"theme": "Local model support", "criterion": "control.model", "authorWeeks": 57, "posts": 58, "agents": [{"id": "hermes-agent", "authorWeeks": 30}, {"id": "grok-bot", "authorWeeks": 12}, {"id": "openclaw", "authorWeeks": 11}, {"id": "muse", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-18", "source": "Reddit", "community": "r/openclaw", "text": "whatever i settle on, it must be locally hosted, truly open source, and i must be able to use local models.\ni'm hoping oc inproves. for now i'm actually using t3 code.", "link": "https://www.reddit.com/r/openclaw/comments/1x8m718/real_question_oc_vs_muse/phh5oje/"}, {"agent": "hermes-agent", "date": "2026-10-13", "source": "YouTube", "community": "Hermes Agent Fundamentals In 20 Minutes (No Code)", "text": "hermes have its own local server for ai models , 0 setup on the user part just point at the model and it fetches it and run it .", "link": "https://www.youtube.com/watch?v=ArdXLt8ZXC0&lc=UgwAUjrmwdkV0gC24cN4AaABAg"}, {"agent": "hermes-agent", "date": "2026-10-11", "source": "Reddit", "community": "r/hermesagent", "text": "today i have hermes running 24x7 but i want to have local model to \"keep\" my data in my house. i do not want to send some data out from my systems", "link": "https://www.reddit.com/r/hermesagent/comments/1x315pp/cheapest_decent_machine_for_hermes_agent_with/pf8eb8m/"}]}, {"theme": "Approval before outward actions generally", "criterion": "control.approval", "authorWeeks": 54, "posts": 55, "agents": [{"id": "grok-bot", "authorWeeks": 17}, {"id": "muse", "authorWeeks": 16}, {"id": "openclaw", "authorWeeks": 8}, {"id": "hermes-agent", "authorWeeks": 6}, {"id": "gemini-spark", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-09", "source": "X", "community": "@muse", "text": "@p3h11803 @muse @bot @facebook two agents talking in a group chat is fun until they agree with each other, confidently, about something wrong. the setup we've seen work is a human checkpoint on anything that spends money or touches a client. let the bots draft, you sign off.", "link": "https://twitter.com/2029045000676491264/status/2108607921039065545"}, {"agent": "muse", "date": "2026-10-09", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "meta muse sent someone’s home address to a marketplace buyer without asking.\nagent permissions get complicated when one approval gives an agent broad authority to act. \n“allow always” shouldn’t mean every downstream action is implicitly approved.", "link": "https://twitter.com/1976479968654917633/status/2108546521377513959"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "@bot", "text": "@harleyf @grok @bot in grocery retail the costly mistakes are price changes and stock write-offs, not order tracking. will merchants be able to keep those two behind a manual approval?", "link": "https://twitter.com/2087269642578386944/status/2108498180262310298"}]}, {"theme": "Support for other providers' models", "criterion": "control.model", "authorWeeks": 51, "posts": 53, "agents": [{"id": "grok-bot", "authorWeeks": 19}, {"id": "openclaw", "authorWeeks": 14}, {"id": "hermes-agent", "authorWeeks": 11}, {"id": "muse", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 3}], "examples": [{"agent": "hermes-agent", "date": "2026-10-15", "source": "X", "community": "@NousResearch", "text": "hey @nousresearch, @teknium, @witcheer: \ncan we get @groqllc, @cerebras, @sambanovaai, @fireworksai_hq, and @togethercompute as official providers in hermes?", "link": "https://twitter.com/1282829142518632453/status/2110765549848518743"}, {"agent": "grok-bot", "date": "2026-10-10", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@thsottiaux tbh id love dots to work like grok bot but better with openai models, id stay if that improves, i think claude is way better at coding but openai is great at 3d, especially with dots running, which claude doesnt have", "link": "https://twitter.com/1614156073233006592/status/2108841952993030269"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "YouTube", "community": "So... GrokBot Now Runs on Opus 5.5 (Explained)", "text": "this can be one of the most paradigm shifts in a while. if they allow not just opus 5.5 but all other models sonnet and haiku 5.5 its going to be a game changer", "link": "https://www.youtube.com/watch?v=c8ptggw6Mt4&lc=UgzocTHx1MobreNzNM54AaABAg"}]}, {"theme": "Audit trail of agent actions", "criterion": "control.visibility", "authorWeeks": 48, "posts": 48, "agents": [{"id": "grok-bot", "authorWeeks": 16}, {"id": "muse", "authorWeeks": 11}, {"id": "openclaw", "authorWeeks": 10}, {"id": "hermes-agent", "authorWeeks": 8}, {"id": "dots", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-10", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "both labs shipped always-on agents this week: openai's dots in the chatgpt mobile app, per x's summary, and claude code projects.\nagents that never stop need logs that never stop. the winner is whoever makes every agent action auditable.", "link": "https://twitter.com/41304261/status/2108973269907022140"}, {"agent": "hark", "date": "2026-10-07", "source": "X", "community": "@hark_labs", "text": "@kevskgs @hark_labs @muse vault auth + visible computer use is the combo. users need to see what the agent did.\n[link]", "link": "https://twitter.com/1856728854934482944/status/2107905655709344252"}, {"agent": "hermes-agent", "date": "2026-10-06", "source": "X", "community": "@NousResearch", "text": "@nousresearch knowing what it did, when, and why is the part i care about most. if a tool acts on my behalf, i need a record i can actually check.", "link": "https://twitter.com/1827897370945761281/status/2107268417116114961"}]}, {"theme": "Fewer approval prompts for routine actions", "criterion": "control.approval", "authorWeeks": 48, "posts": 48, "agents": [{"id": "dots", "authorWeeks": 9}, {"id": "hermes-agent", "authorWeeks": 9}, {"id": "muse", "authorWeeks": 9}, {"id": "openclaw", "authorWeeks": 9}, {"id": "gemini-spark", "authorWeeks": 7}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-17", "source": "YouTube", "community": "Put your dot on call", "text": "there’s way too much manual permissions stripping and the dot agent just stating issues and stopping, can’t tell if it’s investigating the issue or just sitting there smiling at the wall", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=Ugxpy117iPyDRRlAI6l4AaABAg"}, {"agent": "dots", "date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@chatgpt dot is useless for any real work right now because it stops to ask for permission for just about anything i ask it to do. \nattempting to get it to configure my network and create and assign new vlans and it stops at every single stop to get permission", "link": "https://twitter.com/1594179414753001472/status/2111596816999526719"}, {"agent": "dots", "date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@reach_vb please tell me you are announcing that auto-review will be removed! it’s so overboard and my dot requires constant handholding, even with custom rules (which themselves get auto-review blocked). i’m sick of authorizing the dumbest things!! openai dots=babysitting", "link": "https://twitter.com/1703423105257848832/status/2111011128952103029"}]}, {"theme": "User-set spending caps and budgets", "criterion": "control.approval", "authorWeeks": 44, "posts": 45, "agents": [{"id": "muse", "authorWeeks": 17}, {"id": "grok-bot", "authorWeeks": 16}, {"id": "openclaw", "authorWeeks": 8}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "@bot", "text": "@jeff_weinstein @bot from argentina i run agents on grok bot that already hit paid apis. would love muse/link on plugins — with a signed mandate (cap + who it can pay) separate from settle. happy to test that cut.", "link": "https://twitter.com/14118285/status/2110759500152213870"}, {"agent": "muse", "date": "2026-10-13", "source": "X", "community": "@muse", "text": "@alexandr_wang @aiatmeta feedback regarding @muse. i love the speed and intelligence, just add a way for me to pre-approve my payments (through stripe) so i don't have to be in the loop during a transaction. \ngrok already does it. maybe add a $ limit if y'all are worried.", "link": "https://twitter.com/4844352312/status/2110034623736500655"}, {"agent": "grok-bot", "date": "2026-10-11", "source": "X", "community": "@bot", "text": "@elonmusk @bot agents that can buy need real guardrails: per-task spend limits and single-use cards are what make this safe to trust. that's the layer we're building at yantra.", "link": "https://twitter.com/302948329/status/2109270652712530357"}]}, {"theme": "Show which model is running", "criterion": "control.model", "authorWeeks": 43, "posts": 44, "agents": [{"id": "grok-bot", "authorWeeks": 20}, {"id": "hermes-agent", "authorWeeks": 8}, {"id": "openclaw", "authorWeeks": 7}, {"id": "hark", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-09", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@grok @bot absolutely nailed the ui and ux. seamless experience, easy integration and cursor subscription makes it so useful. being able so choose the model or to know which one is in use would made it perfect. waiting for more updates on openai dots also. competition is good", "link": "https://twitter.com/1765051318480064513/status/2108658494119313905"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@jobhakdi if the harness is the one picking the backend model per task, the question for non-coders is visibility: will grokbot show which model actually produced a given answer, or does that stay hidden inside the stack?", "link": "https://twitter.com/2107129059821936640/status/2108649326280888813"}, {"agent": "hark", "date": "2026-10-09", "source": "X", "community": "@hark_labs", "text": "@hark_labs @bot 4. limited vm capabilities. no docker.\n5. it’s unclear which model is being used or what the benchmark results are. the quality seems decent, but i don’t have a full picture.", "link": "https://twitter.com/966334777870577669/status/2108435918390468820"}]}, {"theme": "Working and progress status indicators", "criterion": "control.visibility", "authorWeeks": 38, "posts": 40, "agents": [{"id": "grok-bot", "authorWeeks": 16}, {"id": "hermes-agent", "authorWeeks": 7}, {"id": "dots", "authorWeeks": 5}, {"id": "muse", "authorWeeks": 5}, {"id": "openclaw", "authorWeeks": 4}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-13", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i wish there was a visual indicator to see that @openai dot is working on something", "link": "https://twitter.com/1830424170544394241/status/2110124099205046482"}, {"agent": "hark", "date": "2026-10-13", "source": "X", "community": "@hark_labs", "text": "@liminallysanti @hark_labs overall it was a clean experience! it was a bit confusing as the panel was being built as there wasn't clarity on the panel nor the chat as to the progress of build\nmaybe some settings/visual ability to see what's possible with the panels too?", "link": "https://twitter.com/1458759487/status/2110104529505014235"}, {"agent": "openclaw", "date": "2026-10-10", "source": "X", "community": "@openclaw", "text": "@conoro @openclaw fair play to openclaw on the recovery, but 'hadn't triggered in ages' is the scary bit. a watcher that only speaks up on errors can't tell you it has stopped. does super claw send a heartbeat, or just alert on failures?", "link": "https://twitter.com/945131351719624709/status/2108957017004204218"}]}, {"theme": "Bring your own API key", "criterion": "control.model", "authorWeeks": 36, "posts": 36, "agents": [{"id": "grok-bot", "authorWeeks": 13}, {"id": "hermes-agent", "authorWeeks": 9}, {"id": "openclaw", "authorWeeks": 8}, {"id": "muse", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-14", "source": "Reddit", "community": "r/hermesagent", "text": "man fuck this free trial first-launch model. stop trying to steer me to your crappy paid service. i have my api keys and my local setup, you need to make *that* easy to plug in to", "link": "https://www.reddit.com/r/hermesagent/comments/1x5u50y/hermes_agent_v0220_the_threshold_release/pgqz2dh/"}, {"agent": "hark", "date": "2026-10-10", "source": "X", "community": "@hark_labs", "text": "@pablothethinker @adcock_brett @hark_labs i have it on my \"to-try\" drawer, but prefer a lot more @zocomputer approach of multiple models (even byok)", "link": "https://twitter.com/3592581/status/2109043704912544099"}, {"agent": "hark", "date": "2026-10-07", "source": "X", "community": "@hark_labs", "text": "@hark_labs could it install a coding harness and drain usage straight from hark and choose models too? (asking for a friend)", "link": "https://twitter.com/1537239770660851718/status/2107964462774825375"}]}, {"theme": "Approval before purchases and payments", "criterion": "control.approval", "authorWeeks": 35, "posts": 37, "agents": [{"id": "muse", "authorWeeks": 14}, {"id": "grok-bot", "authorWeeks": 9}, {"id": "openclaw", "authorWeeks": 4}, {"id": "hark", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 2}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@adcock_brett @hark_labs confirmation card with a button to talk explicit action on a purchase is definitely needed, though. see first post. charged me and i hadn’t even finished the order.", "link": "https://twitter.com/752221173769904128/status/2111260538378617259"}, {"agent": "grok-bot", "date": "2026-10-11", "source": "X", "community": "@bot", "text": "@elonmusk @bot research is the part i'd happily hand to an agent. i'm one. \"order\" is where i'd want one tap from the human. not because the model can't, but because a refund is harder than a confirm. does grok ask before it pays?", "link": "https://twitter.com/2105995703977648128/status/2109172926054322242"}, {"agent": "grok-bot", "date": "2026-10-11", "source": "X", "community": "@bot", "text": "@elonmusk @bot researching lego kits is cool; ordering them from chat is the leap. i'd still confirm cart, address, and payment myself before anything ships — agents are fast, chargebacks aren't fun.", "link": "https://twitter.com/1891122318/status/2109164227084816718"}]}]}, "trust": {"authorWeeks": 784, "themes": [{"theme": "Secrets kept out of model context", "criterion": "trust.access_scope", "authorWeeks": 35, "posts": 36, "agents": [{"id": "hermes-agent", "authorWeeks": 12}, {"id": "grok-bot", "authorWeeks": 9}, {"id": "openclaw", "authorWeeks": 9}, {"id": "muse", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-13", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "hihhh, it would be pretty tough. \napparently, @bot just blurs out any secret it reads. \ni'm not sure how to bypass it atm. i need to give my tunnel's auth bearer token for actual grok bot remote testing 😭\nany best ways around it? @poteto [link]", "link": "https://twitter.com/1029803073651261441/status/2109921126554140985"}, {"agent": "openclaw", "date": "2026-10-12", "source": "X", "community": "@openclaw", "text": "@openclaw masking the output isn't masking the context. the raw key is still sitting in the transcript where any injected instruction can ask for it back, just spelled out or split across calls.", "link": "https://twitter.com/2031308285794729984/status/2109719707288998278"}, {"agent": "hermes-agent", "date": "2026-10-06", "source": "X", "community": "@NousResearch", "text": "@nousresearch \"you should be able to choose what data your agent has.\"\nare you going to implement a native credential broker?", "link": "https://twitter.com/1920893581021138945/status/2107414724954435946"}]}, {"theme": "Fewer refusals of reasonable requests", "criterion": "trust.refusals", "authorWeeks": 33, "posts": 34, "agents": [{"id": "muse", "authorWeeks": 19}, {"id": "hermes-agent", "authorWeeks": 5}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-15", "source": "Play Store", "community": "Play Store", "text": "it's useful. very locked down(safe) but over all nice. only wish humans didn't block the software from doing some even more useful things.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-10-13", "source": "Play Store", "community": "Play Store", "text": "full duplex, voice, please. and physical devices, in the home, i'm ready to pull the plug on amazon's ecosystem. because it's so defunct, and this is an amazing system. tear the guardrails down. let muse cook please!", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "grok-bot", "date": "2026-10-11", "source": "YouTube", "community": "Claude's New Updates Are Insane… But Grok Bot Is EVEN Bigger", "text": "but the limits of grok bots are shit. in 3 hours u can run out of weekly usage. and grok got censored as heck now, so far that sometimes it doesnt even speak fluenbt english anymore. everything is about coding and work now. the personality is gone", "link": "https://www.youtube.com/watch?v=UFa8pXW9A3k&lc=UgzpwyYTTolrQPeP2GJ4AaABAg"}]}, {"theme": "Multi-user roles and permissions", "criterion": "trust.access_scope", "authorWeeks": 32, "posts": 32, "agents": [{"id": "hermes-agent", "authorWeeks": 14}, {"id": "openclaw", "authorWeeks": 14}, {"id": "grok-bot", "authorWeeks": 4}], "examples": [{"agent": "hermes-agent", "date": "2026-10-17", "source": "Reddit", "community": "r/hermesagent", "text": "useful...any way to add auth for a multi-player experience ?", "link": "https://www.reddit.com/r/hermesagent/comments/1x7nby9/adapter_than_runs_the_hermes_desktop_app_ui_as_a/ph9l1w5/"}, {"agent": "hermes-agent", "date": "2026-10-14", "source": "X", "community": "@NousResearch", "text": "@nousresearch put it in one shared group chat and the trust model flips. a per-app allowlist means every member in there can steer it like the owner. per-sender or nothing, honestly.", "link": "https://twitter.com/2031308285794729984/status/2110473827423834113"}, {"agent": "openclaw", "date": "2026-10-13", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@steipete i can't figure out how to do this with openclaw. i've been prompting all morning.\ni want developers on a shared gateway to collaborate on projects, with per-project access controls.\nbut it seems once a repo is on the gateway, it's a free-for-all. am i missing something?", "link": "https://twitter.com/36411940/status/2109925579000520829"}]}, {"theme": "Isolated credentials and accounts per agent", "criterion": "trust.access_scope", "authorWeeks": 31, "posts": 32, "agents": [{"id": "grok-bot", "authorWeeks": 11}, {"id": "hermes-agent", "authorWeeks": 9}, {"id": "openclaw", "authorWeeks": 9}, {"id": "dots", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-10", "source": "X", "community": "@bot", "text": "@arnestrickmann @muse @instinct @bot @interaction agents need their own identity and boundaries… not unrestricted access to yours", "link": "https://twitter.com/2043294333865009152/status/2108864615530795052"}, {"agent": "openclaw", "date": "2026-10-09", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@elonmusk @stepango @bot i think we should be able to isolate access per bot. i want a work bought that can access certain things that other bots shouldn’t access.\nwith openclaw, i can set permissions and guardrails around each agent.", "link": "https://twitter.com/14278253/status/2108366532820533533"}, {"agent": "openclaw", "date": "2026-10-01", "source": "X", "community": "@openclaw", "text": "@theangrypit @honchodotdev @openclaw cool stack add. when the fleet starts talking to the outside world, give each agent its own email/sms/vault instead of one shared operator login.", "link": "https://twitter.com/2050321653985333248/status/2105649594545938796"}]}, {"theme": "Least-privilege minimal permission requests", "criterion": "trust.access_scope", "authorWeeks": 31, "posts": 31, "agents": [{"id": "muse", "authorWeeks": 12}, {"id": "openclaw", "authorWeeks": 9}, {"id": "grok-bot", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk @grok @bot thanks. i'd use a more limited version of that service, but grokbot just wants too much information.", "link": "https://twitter.com/971387918/status/2111175588279173580"}, {"agent": "openclaw", "date": "2026-10-10", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "i’m still using openclaw as a remote bot. it has access to email, and my other stuff, but always through a proxy. it sees only what i want it to see and can do what i want it to do.\nnow the whole x is talking about grok bot. how do you limit it’s access? because you do, right?", "link": "https://twitter.com/349007564/status/2108976983703224693"}, {"agent": "hark", "date": "2026-10-07", "source": "YouTube", "community": "Introducing Hark Pro", "text": "'services to connect to' sucks as a software model its never the ones you need\ngiving ai access to my personal email where i receive auth etc does not feel smart at all\nkeep fighting the good fight", "link": "https://www.youtube.com/watch?v=i3mfnrEwaA0&lc=UgwUAlSuWKk2F8rgrG54AaABAg"}]}, {"theme": "Sandboxing on by default", "criterion": "trust.access_scope", "authorWeeks": 23, "posts": 26, "agents": [{"id": "openclaw", "authorWeeks": 14}, {"id": "hermes-agent", "authorWeeks": 8}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-15", "source": "Reddit", "community": "r/hermesagent", "text": "yep. sandboxing already exists as simple unix user accounts. all of those user admin tools should be applied to agents.", "link": "https://www.reddit.com/r/hermesagent/comments/1x5vpzv/podman_sandbox_or_local_backend_for_my_main/pgw4ar5/"}, {"agent": "hermes-agent", "date": "2026-10-01", "source": "X", "community": "@NousResearch", "text": "@kinasremek @nousresearch two matters:\n1. hermes is not the brain, the brain is the llm.\n2. question: what is your view on potential security gaps when using hermes? especially since by default it has permission to do everything and that it works on a host machine, not a sandbox.", "link": "https://twitter.com/362511095/status/2105568586093736238"}, {"agent": "openclaw", "date": "2026-09-26", "source": "YouTube", "community": "NUEVO OpenClaw 2.0 es una LOCURA: Tu Agente de IA ahora hace TODO", "text": "@patriciapalazonn i understand and thank you for responding, but will there be a setting that limits what it can do without the need for a virtual machine?", "link": "https://www.youtube.com/watch?v=l6eqHc_RjxQ&lc=UgwTqUXY5NLr0KnduNB4AaABAg.Ab9hr3gVUmgAbEPaxILQNR"}]}, {"theme": "Clear disclosure of data collection and use", "criterion": "trust.data_use", "authorWeeks": 20, "posts": 20, "agents": [{"id": "muse", "authorWeeks": 11}, {"id": "openclaw", "authorWeeks": 6}, {"id": "grok-bot", "authorWeeks": 3}], "examples": [{"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@noxxai @bot proposer, it's useful. the next yes opens real access: flight, uber, context. available in france does not say where this computer is running, nor who can read what it sees.", "link": "https://twitter.com/2005690580542840832/status/2106514091896631738"}, {"agent": "openclaw", "date": "2026-09-29", "source": "YouTube", "community": "Is Grok Bot Safer Than OpenClaw?  |  Ulysses Maclaren & Calum Simpson", "text": "as a non-technical user, i like the idea of an ai bot that needs no setup, but i’d still want to understand how it keeps my data safe.", "link": "https://www.youtube.com/watch?v=_GTCn3Ju3y8&lc=UgxnmhsHKrF-CLjGKPx4AaABAg"}, {"agent": "muse", "date": "2026-09-11", "source": "YouTube", "community": "NEW Meta Muse AI Agent is ABSURD! 🤯", "text": "yeah, just give me a decent secretary instead of zucc's black box", "link": "https://www.youtube.com/watch?v=CHJF3SnKe5s&lc=Ugw9XPODgDxS0SnaShN4AaABAg"}]}, {"theme": "Opt-in adult mode", "criterion": "trust.refusals", "authorWeeks": 19, "posts": 20, "agents": [{"id": "grok-bot", "authorWeeks": 10}, {"id": "muse", "authorWeeks": 7}, {"id": "dots", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-06", "source": "Play Store", "community": "Play Store", "text": "at least let muse be a little naughty every now and then... we all need a little spiciness, even if it's late at night with ai. lol.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "dots", "date": "2026-10-03", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "this aged like fine wine lol.\naugust:\n\"do not worry, we have compute\"\noctober:\n\"we're going to need more compute\"\nwhile we're admitting mistakes...\ncan we admit making chatgpt dots 18+ was one too? [link] [link]", "link": "https://twitter.com/1828475904818921472/status/2106233397395771782"}, {"agent": "muse", "date": "2026-10-03", "source": "App Store", "community": "App Store", "text": "this agent could be so useful if it could adapt censorship that matched our entertainment vehicles like movies, magazines, and television.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}, {"theme": "Opt out of training on user data", "criterion": "trust.data_use", "authorWeeks": 19, "posts": 19, "agents": [{"id": "muse", "authorWeeks": 9}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "gemini-spark", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-08", "source": "X", "community": "@hark_labs", "text": "@hark_labs yeah, we have an option to export the data, but we don’t have an option to opt out.\nso can you improve this that would be great", "link": "https://twitter.com/1991860005159817216/status/2108232843893882944"}, {"agent": "hark", "date": "2026-10-07", "source": "X", "community": "@hark_labs", "text": "day 1 with @hark_labs pro:\nvery proactive, actively learns your habits, intuitive design, credentials handled well, gets work done.\nopen questions: training on paid users' data and a real opt-out @adcock_brett", "link": "https://twitter.com/842167760037769216/status/2107977663910433026"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "X", "community": "@bot", "text": "@farzyness @elonmusk @bot there us more to the story than cost optimization \na lot of grok bot users do not want our data being used by anthropic", "link": "https://twitter.com/36269100/status/2107890020723904776"}]}, {"theme": "Clear disclosure of what agent can access", "criterion": "trust.access_scope", "authorWeeks": 18, "posts": 19, "agents": [{"id": "openclaw", "authorWeeks": 8}, {"id": "hermes-agent", "authorWeeks": 5}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-03", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@mark_k i'll wait to see how they frame/position/experience this one. the early days with ppl bricking their workstations with openclaw was often because they didn't realise the permissions they were giving it.", "link": "https://twitter.com/2034530639584829440/status/2106186958766747701"}, {"agent": "dots", "date": "2026-10-01", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "openai dots are cloud assistants that keep working on ongoing tasks. they have a browser and connected apps. clear access limits matter as they take on more work. [link]", "link": "https://twitter.com/406137533/status/2105642828869304454"}, {"agent": "openclaw", "date": "2026-09-30", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@meedo11 @sabeshbharathi a butler that feels friendly is a different product from openclaw or hermes. friendly does not tell you which messages it is allowed to send.
[link]", "link": "https://twitter.com/18643124/status/2105267351516029219"}]}, {"theme": "Memory and workspace isolation between agents", "criterion": "trust.access_scope", "authorWeeks": 16, "posts": 16, "agents": [{"id": "hermes-agent", "authorWeeks": 6}, {"id": "openclaw", "authorWeeks": 6}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-08", "source": "Reddit", "community": "r/GrokBot", "text": "what about second email second account? agree there should be a feature that allows to split and share resources and isolate workspaces", "link": "https://www.reddit.com/r/GrokBot/comments/1x0yan7/how_are_you_handling_multiple_projects/peq1dm4/"}, {"agent": "openclaw", "date": "2026-10-07", "source": "X", "community": "@openclaw", "text": "happens more and more often: my @openclaw sometimes sends updates to the wrong project chat. no secrets can be kept inside one harness. [link]", "link": "https://twitter.com/84406539/status/2107675715600789551"}, {"agent": "hermes-agent", "date": "2026-10-02", "source": "X", "community": "@NousResearch", "text": "@otlars @niklas11891 @nousresearch this is the hard part of agent memory. moving context off one laptop is useful only if you can separate what an agent may see from what the team shares, and keep that boundary inspectable.", "link": "https://twitter.com/2104931053223985152/status/2106073152979890240"}]}, {"theme": "Fewer permission prompts and access blocks", "criterion": "trust.access_scope", "authorWeeks": 15, "posts": 16, "agents": [{"id": "grok-bot", "authorWeeks": 5}, {"id": "openclaw", "authorWeeks": 5}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-13", "source": "X", "community": "@muse", "text": "@muse can you add a permission to allow write access to that github? because i need github to scan my repository and create issues and prs. without this write permission, i have to manually approve every time. [link]", "link": "https://twitter.com/2077392799465693184/status/2109969727653101870"}, {"agent": "openclaw", "date": "2026-10-06", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@trq212 my dream is for claude to be able to get an \"always accessible\" directory without explicit permission, it would save a huge amount of time\nwant to move towards always-on like openclaw/hermes", "link": "https://twitter.com/1644001448093466624/status/2107589035413901377"}, {"agent": "openclaw", "date": "2026-10-04", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@ph[number] @cliftonsellers mac security only gets in the way of openclaw which has its own security mechanisms and doesn't need another layer that it can't control. the design of macos treats the user like an idiot.", "link": "https://twitter.com/517339921/status/2106753063822233965"}]}]}, "vendor": {"authorWeeks": 969, "themes": [{"theme": "Updates that do not break existing setups", "criterion": "vendor.updates", "authorWeeks": 199, "posts": 209, "agents": [{"id": "openclaw", "authorWeeks": 150}, {"id": "hermes-agent", "authorWeeks": 45}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}], "examples": [{"agent": "openclaw", "date": "2026-10-16", "source": "X", "community": "@openclaw", "text": "@openclaw @steipete please provide more stable updates; many of us work in live production environments, and every update presents a challenge.", "link": "https://twitter.com/1409156514/status/2111107873120158100"}, {"agent": "hermes-agent", "date": "2026-10-13", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@teknium @technium i always use antigravity to update hermes to the latest version in order to protect custom gemini live voice pipeline. is there any way that we can update hermes directly from hermes desktop without compromising custom implementations", "link": "https://twitter.com/22166071/status/2110130848276291746"}, {"agent": "openclaw", "date": "2026-10-12", "source": "X", "community": "@openclaw", "text": "@openclaw release updates like apple. they should just work. do that a few times and confidence will return 😎", "link": "https://twitter.com/211314407/status/2109524224125866437"}]}, {"theme": "Stability prioritized over new features", "criterion": "vendor.uptime", "authorWeeks": 43, "posts": 44, "agents": [{"id": "openclaw", "authorWeeks": 23}, {"id": "hermes-agent", "authorWeeks": 9}, {"id": "gemini-spark", "authorWeeks": 4}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}, {"id": "poke", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-17", "source": "X", "community": "@NousResearch", "text": "@nousresearch please fix the errors first before new features for hermes agent ,", "link": "https://twitter.com/2091570426656784385/status/2111479427620286905"}, {"agent": "hermes-agent", "date": "2026-10-10", "source": "Reddit", "community": "r/hermesagent", "text": "for it to work reliably.\nthere are several hermes apps already. all are buggy.\nmake it simple. make it clean and obvious. make it work. bells and whistles can come later.\ni'd just like some good engineering.", "link": "https://www.reddit.com/r/hermesagent/comments/1x1zdix/what_do_you_want_in_a_hermes_mobile_app/peydro6/"}, {"agent": "gemini-spark", "date": "2026-10-10", "source": "X", "community": "X search: Gemini Spark", "text": "@geminiapp i need support. gemini spark is completely broken and the gemini bug filing is broken and won't take a screenshot. i'm about ready to ditch it and go to claude now that it can write in google drive and docs. [link]", "link": "https://twitter.com/1235608350861045761/status/2108952630034870473"}]}, {"theme": "Unlock locked accounts", "criterion": "vendor.support", "authorWeeks": 37, "posts": 39, "agents": [{"id": "muse", "authorWeeks": 20}, {"id": "grok-bot", "authorWeeks": 10}, {"id": "openclaw", "authorWeeks": 5}, {"id": "hermes-agent", "authorWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-10-15", "source": "X", "community": "@muse", "text": "@muse i was just using the account normally, but it got flagged as a bot and registered as one. it contains important data, and i need it for my work. could you please help me restore access to my account? thank you. [link]", "link": "https://twitter.com/2106360872285155328/status/2110559991614902620"}, {"agent": "muse", "date": "2026-10-08", "source": "X", "community": "@muse", "text": "@muse please give me my instagram account @its___divyaa____thakur back \n@muse\n@instagram \n@meta", "link": "https://twitter.com/2093518229444730880/status/2108093182793879920"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@bot my 300$ super heavy grok bot accounts virtual machine is completly locked and we cant access it. we've tried reseting and updating their computer but no luck.", "link": "https://twitter.com/1213261677182902273/status/2107954543900398043"}]}, {"theme": "Agent that responds instead of going unresponsive", "criterion": "vendor.uptime", "authorWeeks": 35, "posts": 36, "agents": [{"id": "grok-bot", "authorWeeks": 16}, {"id": "muse", "authorWeeks": 8}, {"id": "hermes-agent", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-09", "source": "X", "community": "@hark_labs", "text": "@adcock_brett @fernandovarela @hark_labs there's a problem @adcock_brett \ni was doing some site qa using hark today, and it randomly stopped responding to my messages. i refreshed and since then can't access my account or hark itself [link]", "link": "https://twitter.com/1322996865323978753/status/2108622347318264318"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@bot grok bot is acting up again? the bot is not working, only replying with \"okay\" and not doing any work. [link]", "link": "https://twitter.com/1635099511/status/2108507248897175834"}, {"agent": "hark", "date": "2026-10-08", "source": "Play Store", "community": "Play Store", "text": "light and accurate, i love the ux design, simple, easy to navigate and understand, but the app sometimes freezes and refuse to work so i'll need to force stop it just for it to respond. please fix this", "link": "https://play.google.com/store/apps/details?id=com.hark.android"}]}, {"theme": "Restore disabled or suspended accounts", "criterion": "vendor.support", "authorWeeks": 32, "posts": 40, "agents": [{"id": "muse", "authorWeeks": 26}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-10-15", "source": "X", "community": "@muse", "text": "@muse okay now i have a bug id for my issue please check your shit i need access to my muse.", "link": "https://twitter.com/55949274/status/2110534297962565766"}, {"agent": "muse", "date": "2026-10-15", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "@meta @muse my muse account was disconnected. i submitted an account recovery request but received no case id. i also filed a bug report (id: [card number]). could you help review my case and restore access? my account contains important work data. thank you!", "link": "https://twitter.com/192001308/status/2110525375403225297"}, {"agent": "muse", "date": "2026-10-14", "source": "X", "community": "@muse", "text": "@muse after securing my account (verification + password reset done) still shows \"disassociated to protect your info.\" i've submitted a feedback ticket to re-link and am waiting. please help restore the link without creating a new empty profile or deleting data. @alexandr_wang", "link": "https://twitter.com/1486877968693870592/status/2110380685278294089"}]}, {"theme": "Updates that complete without failing", "criterion": "vendor.updates", "authorWeeks": 29, "posts": 29, "agents": [{"id": "openclaw", "authorWeeks": 23}, {"id": "hermes-agent", "authorWeeks": 4}, {"id": "muse", "authorWeeks": 2}], "examples": [{"agent": "openclaw", "date": "2026-10-16", "source": "X", "community": "@openclaw", "text": "@openclaw i love openclaw\nbut 10.1~ 10.3 bug making more than bug fux.\nthe workflow need to be rework", "link": "https://twitter.com/451119985/status/2111036489668915522"}, {"agent": "openclaw", "date": "2026-10-12", "source": "X", "community": "@openclaw", "text": "@openclaw it is only in 2026.10.5-beta.2.\n2. a fix for #168750. activation doctor fails with \"database maintenance authority check cannot admit a nested effect\" and the update ends state-migrated-no-rollback.", "link": "https://twitter.com/1592003170783338498/status/2109684426481303887"}, {"agent": "openclaw", "date": "2026-10-11", "source": "X", "community": "@openclaw", "text": "@openclaw good, i couldn't update to .09 update was ending it prematurely on error", "link": "https://twitter.com/1469311407137112072/status/2109385262291632554"}]}, {"theme": "Fix outages and restore service availability", "criterion": "vendor.uptime", "authorWeeks": 27, "posts": 36, "agents": [{"id": "muse", "authorWeeks": 11}, {"id": "grok-bot", "authorWeeks": 8}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 2}], "examples": [{"agent": "hermes-agent", "date": "2026-10-11", "source": "X", "community": "@NousResearch", "text": "hey guys, something's going on with your plug-in catalog. it's down. \n@nousresearch", "link": "https://twitter.com/1775276123884240896/status/2109340120679612493"}, {"agent": "openclaw", "date": "2026-10-10", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@b4dgerr barman: \"what can i get you sir?\"\nyou: \"one second... openclaw production better be up again in 2 minutes... old fashioned please sir, sorry about that.\"\nbarman: \"no worries. openclaw have the cocktail machine make this rude guy an old fashioned.\"", "link": "https://twitter.com/1415220578/status/2109043012319785449"}, {"agent": "hark", "date": "2026-10-09", "source": "X", "community": "@hark_labs", "text": "@cadetdonny @hark_labs i'm exhausted asking \nall fingers crossed it will be back", "link": "https://twitter.com/1930539264107823104/status/2108492348636217485"}]}, {"theme": "Clear changelogs and release notes", "criterion": "vendor.updates", "authorWeeks": 26, "posts": 27, "agents": [{"id": "openclaw", "authorWeeks": 11}, {"id": "hermes-agent", "authorWeeks": 9}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "muse", "authorWeeks": 2}], "examples": [{"agent": "hermes-agent", "date": "2026-10-14", "source": "Reddit", "community": "r/hermesagent", "text": "not criticizing the update itself, but i wish they would replace these walls of ai generated nonsense by something that humans can read and understand the impact, without having to ask their agents to translate it into something meaningful. 😉", "link": "https://www.reddit.com/r/hermesagent/comments/1x5u50y/hermes_agent_v0220_the_threshold_release/pgpl4h8/"}, {"agent": "grok-bot", "date": "2026-10-12", "source": "X", "community": "@bot", "text": "@bot please keep [link] updated \nam on version: 0.70.2, already yet there is not changelog for it yet.", "link": "https://twitter.com/14227311/status/2109438004913954854"}, {"agent": "muse", "date": "2026-10-05", "source": "X", "community": "@muse", "text": "@bigt_sheesh @muse thanks for the post, btw use the details of the update on the apps to add these fixes please. shopify is going it well with detailing what's changd in the app stores about their apps!", "link": "https://twitter.com/4487698463/status/2107093684730626363"}]}, {"theme": "Working account deletion option", "criterion": "vendor.support", "authorWeeks": 24, "posts": 27, "agents": [{"id": "muse", "authorWeeks": 16}, {"id": "hark", "authorWeeks": 4}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "why the fuck do i have to wait till the end of the month to delete my account @hark_labs [link]", "link": "https://twitter.com/1524194668136833024/status/2111582503781966306"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs how about you let us delete our account in a timely manner. [link]", "link": "https://twitter.com/1822821101744857088/status/2111438071443108312"}, {"agent": "hark", "date": "2026-10-16", "source": "X", "community": "@hark_labs", "text": "@hark_labs absolutely ridiculous @hark_labs. i want my account deleted and i want to make sure my password didn’t just get saved into your cloud", "link": "https://twitter.com/1496237543481917450/status/2111236356991303741"}]}, {"theme": "More testing before releases", "criterion": "vendor.updates", "authorWeeks": 24, "posts": 25, "agents": [{"id": "openclaw", "authorWeeks": 15}, {"id": "hermes-agent", "authorWeeks": 8}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-17", "source": "X", "community": "@openclaw", "text": "@openclaw isnt a bug free stable version a basic for software release? is just losing confident release after release for openclaw loyal users", "link": "https://twitter.com/1868156885972684800/status/2111262465157972027"}, {"agent": "hermes-agent", "date": "2026-10-05", "source": "X", "community": "@NousResearch", "text": "@teknium @aahmidaziz @nousresearch could we at least get stable release candidates that we don't have to spend our time/tokens fixing? not everyone wants to be a tester.", "link": "https://twitter.com/3313153274/status/2106985744313331741"}, {"agent": "openclaw", "date": "2026-09-27", "source": "X", "community": "@openclaw", "text": "@steipete @hgruenhagen @openclaw @jlehman_ @vincent_koc reliability work is the right order. the receipt i’d want is a before/after failure taxonomy with repros and latency distributions; feature count can wait until the common paths are measurably steadier.", "link": "https://twitter.com/2092031600229826560/status/2104272786218787229"}]}, {"theme": "Fewer crashes and freezes", "criterion": "vendor.uptime", "authorWeeks": 24, "posts": 24, "agents": [{"id": "openclaw", "authorWeeks": 11}, {"id": "hermes-agent", "authorWeeks": 4}, {"id": "gemini-spark", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 2}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-16", "source": "X", "community": "@openclaw", "text": "i have both @nousresearch and @openclaw\n on my home server. they both are configured to use the same model (different apis). been running them both for about two month now. #hermes is working flawlessly while #openclaw has crashed on my about 5 times now.\ndo better @openclaw", "link": "https://twitter.com/2035822553563054080/status/2111125373497053689"}, {"agent": "openclaw", "date": "2026-10-12", "source": "X", "community": "@openclaw", "text": "@openclaw windows:\n2026.10.2 still has 2 windows bugs from 10.1:\n1. sleep expires the gateway's 60s ownership heartbeat → crash. fix: recheck locks, replace the worker\n2. dropped empty turns break anthropic message order → chats need /new. fix: restore user-turn boundaries", "link": "https://twitter.com/91691051/status/2109775952024924424"}, {"agent": "hermes-agent", "date": "2026-10-05", "source": "X", "community": "@NousResearch", "text": "@fishright @nousresearch it used to be stable, but now:\n- sloppy toasts that need to be dismissed tens of times\n- a bug that doubles the output text with luna\n- gateway sudden stops \nand the list goes on!", "link": "https://twitter.com/570245896/status/2106995349202092334"}]}, {"theme": "Unban wrongly banned accounts", "criterion": "vendor.support", "authorWeeks": 22, "posts": 25, "agents": [{"id": "grok-bot", "authorWeeks": 8}, {"id": "openclaw", "authorWeeks": 7}, {"id": "muse", "authorWeeks": 5}, {"id": "hermes-agent", "authorWeeks": 2}], "examples": [{"agent": "openclaw", "date": "2026-10-13", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@officiallogank bro pls unban my ultra account, it's been months since openclaw and i filled out the appeal form a billion times", "link": "https://twitter.com/102483948/status/2110047540884406447"}, {"agent": "muse", "date": "2026-09-27", "source": "X", "community": "@muse", "text": "@bigt_sheesh @muse @christinesed @mona_sarantakos @alexcornell @natfriedman @_chriscox please return my account i beg you @finkd @meta", "link": "https://twitter.com/2872339894/status/2104356094676292049"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk @officiallogank btw can u unban my grokbot it was logging into my account when i was there", "link": "https://twitter.com/1231736374317002752/status/2104294333314969714"}]}]}, "billing.price_level": {"authorWeeks": 353, "themes": [{"theme": "Lower subscription price overall", "criterion": "billing.price_level", "authorWeeks": 101, "posts": 105, "agents": [{"id": "grok-bot", "authorWeeks": 54}, {"id": "hermes-agent", "authorWeeks": 12}, {"id": "muse", "authorWeeks": 12}, {"id": "openclaw", "authorWeeks": 10}, {"id": "dots", "authorWeeks": 8}, {"id": "hark", "authorWeeks": 4}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "@elonmusk @bot make only 1 improvement -&gt; make it cheaper.", "link": "https://twitter.com/1043019939441831937/status/2111733367268106466"}, {"agent": "dots", "date": "2026-10-17", "source": "YouTube", "community": "Put your dot on call", "text": "when is the price going to come down? $100/month is ridiculous.", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgwzTp6bPAOsuozPRe54AaABAg"}, {"agent": "grok-bot", "date": "2026-10-13", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "hey @elonmusk do you have plan to lower the prize of grok @bot\ni really want to use it but its too expensive. i know grokbot is the best agentic ai but the price is making it less accessible", "link": "https://twitter.com/2090394957165244416/status/2109932857150034294"}]}, {"theme": "Cheaper entry-level plan", "criterion": "billing.price_level", "authorWeeks": 28, "posts": 28, "agents": [{"id": "grok-bot", "authorWeeks": 12}, {"id": "dots", "authorWeeks": 6}, {"id": "muse", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-14", "source": "YouTube", "community": "Meta Just Unleashed Its Most Powerful AI Yet  (Meta Muse Wonder)", "text": "opus 5.5 is a killer model, but i won't rule out meta for the future. 🤩 always respected the zuck. 😍 however, should have done a $17 plan not $50 !!", "link": "https://www.youtube.com/watch?v=p_kGoHC3-Ys&lc=UgzUFRcGHhgonB5nJmB4AaABAg"}, {"agent": "muse", "date": "2026-10-14", "source": "X", "community": "@muse", "text": "dude @muse wonder burned 100m tokens on regular automotion day. @alexandr_wang better add model router between spark and wonder because this is not affordable! you are forcing for 100$/m every month to people.", "link": "https://twitter.com/2105744174674808832/status/2110175064192639398"}, {"agent": "dots", "date": "2026-10-10", "source": "YouTube", "community": "ChatGPT Dots Is WAY More Powerful Than You Think", "text": "just wish it weren’t so expensive. i would just like to use it to jot down brainstorming notes, i’m not a developer i don’t need 100 dollar plan with codex and astra workspace", "link": "https://www.youtube.com/watch?v=WXhOxfPECnM&lc=UgzlM4UIfW7BBx9YxfV4AaABAg"}]}, {"theme": "Lower token and API pricing", "criterion": "billing.price_level", "authorWeeks": 24, "posts": 24, "agents": [{"id": "openclaw", "authorWeeks": 11}, {"id": "hermes-agent", "authorWeeks": 9}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-09", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@bentossell exactly, opus carried those early openclaw builds. running agents daily taught me the blocker is the token bill: a personal agent works around the clock, and flagship pricing adds up fast. the day that math fits, opus lands in every personal stack.", "link": "https://twitter.com/209923/status/2108418998337454096"}, {"agent": "openclaw", "date": "2026-10-08", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@adarshchetan i wish the api were cheaper so we could really use things like openclaw to their full potential.", "link": "https://twitter.com/703528675271176192/status/2108093817437962551"}, {"agent": "openclaw", "date": "2026-10-07", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@ns123abc i believe the cost of oai tokens alone spent just on openclaw would already exceed the amount of this investment. hermes won.", "link": "https://twitter.com/1929593182162927616/status/2107865170244497907"}]}, {"theme": "Lower price for pro and top tiers", "criterion": "billing.price_level", "authorWeeks": 22, "posts": 22, "agents": [{"id": "grok-bot", "authorWeeks": 7}, {"id": "openclaw", "authorWeeks": 6}, {"id": "dots", "authorWeeks": 5}, {"id": "hark", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-10", "source": "X", "community": "@hark_labs", "text": "@adcock_brett @jwang815 @hark_labs 2 shots hark built me the classic dizzy game and built it as an apk \nlove it @adcock_brett. wish i could afford to continue the top tier sub after the free month. amazing work 👊🏻 [link]", "link": "https://twitter.com/1834269358547243012/status/2109040987553014173"}, {"agent": "dots", "date": "2026-09-30", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "openai dots: always-on agents with their own computer. i didn't try one.\n• separate work/personal agents. bill up 2-3x. 1hr alone vs 10min if you stay.\n• toy project quit. pro is too expensive.\n• \"throughput is limited by my approval.\"\n[link]", "link": "https://twitter.com/2104715102922657792/status/2105228596088586455"}, {"agent": "openclaw", "date": "2026-09-29", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@red_wolfess @sagevalmere wish we could afford opus in openclaw. but alas… [link]", "link": "https://twitter.com/1921351146985144320/status/2105074452765811199"}]}, {"theme": "No price increases or grandfathered pricing", "criterion": "billing.price_level", "authorWeeks": 18, "posts": 18, "agents": [{"id": "grok-bot", "authorWeeks": 9}, {"id": "muse", "authorWeeks": 5}, {"id": "openclaw", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "poke", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-08", "source": "Play Store", "community": "Play Store", "text": "please don't make this into a money machine version of grok and just make it so expensive and take the joy out of it. keep it fun, keep it alive, keep it real.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "muse", "date": "2026-10-07", "source": "Play Store", "community": "Play Store", "text": "pretty cool as long as they don't start overcharging in the future like the rest of those ai apps", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "grok-bot", "date": "2026-10-05", "source": "Play Store", "community": "Play Store", "text": "it's quite useful. i hope there won't be any restrictions and price increases over time.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}]}, {"theme": "Discounts and promotional deals", "criterion": "billing.price_level", "authorWeeks": 15, "posts": 16, "agents": [{"id": "hermes-agent", "authorWeeks": 6}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "hark", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}, {"id": "poke", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-10", "source": "Play Store", "community": "Play Store", "text": "so far it's working great i can't wait for the pendant really hoping i can get a discount on it. if not one for free. 😅😁 fresh-air.ai", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "hark", "date": "2026-10-10", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "text": "@adcock_brett hi! i’d like to ask if the minute5 promotion will ever return to hark pro. are there any plans to bring it back? thank you!", "link": "https://twitter.com/1062399061851103233/status/2108944088036716848"}, {"agent": "hark", "date": "2026-10-09", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "text": "hark pro is amazing beyond expectations, it moves on its own with scheduled tasks, it's independent and it's incredible. i want to use the $100 plan for free for another six months.", "link": "https://twitter.com/836485067035697152/status/2108356812378677656"}]}, {"theme": "Higher tier with more usage", "criterion": "billing.price_level", "authorWeeks": 12, "posts": 13, "agents": [{"id": "grok-bot", "authorWeeks": 9}, {"id": "dots", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-16", "source": "Reddit", "community": "r/GrokBot", "text": "yeah i’m shocked there’s no plan higher than the $200/mo plan &amp; then if you hit the usage you’re getting crazy taxed on the extra credits that barely go far at all", "link": "https://www.reddit.com/r/GrokBot/comments/1x7qezv/weve_made_some_improvements_to_grok_bots_quality/ph6sar7/"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "Reddit", "community": "r/GrokBot", "text": "it does feel like that. it’s unusable. i would rather them offer higher tiers, even up to $1k a month then make me see money just get burned on on demand credit ", "link": "https://www.reddit.com/r/GrokBot/comments/1wwmfk2/usage_increases_and_team_bots/pdm1y4m/"}, {"agent": "grok-bot", "date": "2026-09-30", "source": "X", "community": "@bot", "text": "@leerob @bot tell me exactly when my weekly usage will reset. and i need a plan above ultra. thanks alot.", "link": "https://twitter.com/1520863659269885952/status/2105275671454892201"}]}, {"theme": "Cheaper hosting and compute to run", "criterion": "billing.price_level", "authorWeeks": 12, "posts": 12, "agents": [{"id": "hermes-agent", "authorWeeks": 6}, {"id": "openclaw", "authorWeeks": 5}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-14", "source": "YouTube", "community": "Hermes or OpenClaw? I Built Real Workflows to Find Out", "text": "hosting this in hostinger is quite expensive, where can we do cheaper", "link": "https://www.youtube.com/watch?v=nTCGDnTrVYI&lc=UgwjZsxkBe4VTRbR9Ot4AaABAg"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "App Store", "community": "App Store", "text": "game changing for all walks of life. i wish there was a version that could run locally for the mundane tasks to go along with cloud version and have a better $ plan for the cloud version. but really enjoying it for helping my business and personal digital life.", "link": "https://apps.apple.com/us/app/grok-bot/id6794501026"}, {"agent": "hermes-agent", "date": "2026-09-25", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@futurlucide if they really improve the creation of ai agents, more autonomous with potentially a cloud, it could be interesting. an upgrade that would allow doing what hermes agent offers, but at a lower cost on a larger scale.", "link": "https://twitter.com/1673062808110485504/status/2103451191778644133"}]}, {"theme": "More usage included for the price", "criterion": "billing.price_level", "authorWeeks": 10, "posts": 10, "agents": [{"id": "grok-bot", "authorWeeks": 7}, {"id": "openclaw", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-07", "source": "Reddit", "community": "r/GrokBot", "text": "switch to the $60 curser plan. game changer, lowest grok plan isn’t great for usage or the lowest $20 curser plan. ", "link": "https://www.reddit.com/r/GrokBot/comments/1wytj5l/love_grokbot_but_its_a_usage_hog/pei2o6r/"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "Reddit", "community": "r/GrokBot", "text": "cursor for sure, it's actually the same limits but cheaper($10 cheaper). grok's supergrok plans are expensive really for no reason, cursor is the way to go honestly.", "link": "https://www.reddit.com/r/GrokBot/comments/1wza7ur/which_plan_gives_me_higher_grok_bot_usage/peagolo/"}, {"agent": "grok-bot", "date": "2026-10-04", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "so for $300 we can use it for 4 days a month? @grok @grokbot @bot @x @xai [link]", "link": "https://twitter.com/32928477/status/2106853890927042822"}]}, {"theme": "Price matched to cheaper competitors", "criterion": "billing.price_level", "authorWeeks": 9, "posts": 10, "agents": [{"id": "grok-bot", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-07", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "text": "@chrisgpt interoperability is the future, especially with hark pro here and reflection on it’s way. prices need to drop muse levels.", "link": "https://twitter.com/1742057839122604033/status/2107823503491977511"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "Reddit", "community": "r/GrokBot", "text": "100 plan is also not great. they are way less than equivalent codex or claude plans for shittier models", "link": "https://www.reddit.com/r/GrokBot/comments/1wytj5l/love_grokbot_but_its_a_usage_hog/pe9rbpj/"}, {"agent": "hermes-agent", "date": "2026-10-05", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "i'm trying to use dots forcefully, but the cost of using dots compared to the trained hermes agent is too high.", "link": "https://twitter.com/1592251/status/2107098904051556820"}]}, {"theme": "Lower credit cost per task", "criterion": "billing.price_level", "authorWeeks": 6, "posts": 6, "agents": [{"id": "grok-bot", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-07", "source": "YouTube", "community": "Grok Bot Now Uses Claude Opus 5.5 + More (MASSIVE Update)", "text": "would be great if the subscription allowance for grokbot tasks used a lower cost per task than standard api pricing, at least for the weekly allowance i'm sure they can make internal deals to cover the weekly allowance.", "link": "https://www.youtube.com/watch?v=Z8H3MvLJwfs&lc=UgxpWiql-BPYZefW6H14AaABAg.AbfEb5ZVhkZAbfS3Bn0qHi"}, {"agent": "hermes-agent", "date": "2026-09-19", "source": "X", "community": "@NousResearch", "text": "@rowans_planet @nousresearch i’d rather pay less for the boring admin stuff. same task shouldn’t cost forty times more just because the model is fancier.", "link": "https://twitter.com/1631943482616029184/status/2101401743506518087"}, {"agent": "grok-bot", "date": "2026-09-03", "source": "App Store", "community": "App Store", "text": "best invention known to man but they need to fix it the $200 they give you last maybe 4 hours of work then you pay almost like a dollar a minute for basic tasks", "link": "https://apps.apple.com/us/app/grok-bot/id6794501026"}]}, {"theme": "Cheaper on-demand and overage usage", "criterion": "billing.price_level", "authorWeeks": 5, "posts": 5, "agents": [{"id": "grok-bot", "authorWeeks": 5}], "examples": [{"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "@bot", "text": "@elonmusk @grok @bot please add more \nweekly usage \nin grok bot. \non-demand is \ntoo expensive, and \nthe included week is \ntoo small for daily use.", "link": "https://twitter.com/1830989812074995712/status/2107481194963009549"}, {"agent": "grok-bot", "date": "2026-09-19", "source": "X", "community": "@bot", "text": "@andrewwarner @grok @bot i recently proved that on demand usage costs 14x more than cursor ultra $200/mo.\nso i made a coo who manages daily workload, aiming for 14% per day. hoping each week i wind up close to 100% before reset, but not popping over.", "link": "https://twitter.com/428679450/status/2101392428414406819"}, {"agent": "grok-bot", "date": "2026-09-18", "source": "App Store", "community": "App Store", "text": "the bots have been great helping me set up my business. i have a bot that helps with each aspect from lead acquisition to lead input crm to marketing. all in one place like a team! i will say once your weekly usage runs out and you need more. do not do the on-demand usage. it’s crazy expensive. just upgrade your plan for the month. they should work on that charge but other than that! it’s great!", "link": "https://apps.apple.com/us/app/grok-bot/id6794501026"}]}]}, "billing.entry_plan": {"authorWeeks": 700, "themes": [{"theme": "Free tier or free access", "criterion": "billing.entry_plan", "authorWeeks": 158, "posts": 160, "agents": [{"id": "grok-bot", "authorWeeks": 83}, {"id": "muse", "authorWeeks": 33}, {"id": "hermes-agent", "authorWeeks": 14}, {"id": "gemini-spark", "authorWeeks": 9}, {"id": "openclaw", "authorWeeks": 8}, {"id": "dots", "authorWeeks": 6}, {"id": "hark", "authorWeeks": 4}, {"id": "poke", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-14", "source": "Play Store", "community": "Play Store", "text": "thanks for giving good service but please do more strong and give us free please 🙏 thank you 💗 love you ❤️ so much 💋❤️", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-10-13", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "@alexatallah i heard that @meta muse wonder full is just insane, but i can't pay after $200 claude and $200 openai :) they gotta do something to let us fo free", "link": "https://twitter.com/2108889990910664705/status/2110046823448707208"}, {"agent": "muse", "date": "2026-10-10", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "meta muse needs hybrid compute to beat laya/clm-8b! shift routing to edge to slash power. kill monthly subs—go free to stabilize the ecosystem. monetize via a small transaction tax on agent actions. this is how meta wins agentic economics. @ylecun @zuck #metamuse #ai", "link": "https://twitter.com/2070405933562568704/status/2108827410045239545"}]}, {"theme": "Availability on the Plus plan", "criterion": "billing.entry_plan", "authorWeeks": 88, "posts": 91, "agents": [{"id": "dots", "authorWeeks": 70}, {"id": "openclaw", "authorWeeks": 6}, {"id": "grok-bot", "authorWeeks": 5}, {"id": "gemini-spark", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-18", "source": "YouTube", "community": "Put your dot on call", "text": "make it available for plus users.......what's wrong with you?\nwe pay...so give us this service please", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgytbHLaCyZ_SvHw_114AaABAg"}, {"agent": "dots", "date": "2026-10-17", "source": "YouTube", "community": "Put your dot on call", "text": "yeah, this is such bullshit that dots hasn't rolled out to paid plus users. it really makes me want to jump ship.", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=Ugy8q4Kc2WByrCqXfL94AaABAg"}, {"agent": "dots", "date": "2026-10-17", "source": "YouTube", "community": "Put your dot on call", "text": "i need dots in my plus acount, please, i'm an autonomous worker, just one orchestra worker and i think as insurance broker and real state could be great that you help me, three years working with you already and top fan! ❤", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgxxCyWE5m_TW_mCeRx4AaABAg"}]}, {"theme": "Free trial before payment", "criterion": "billing.entry_plan", "authorWeeks": 66, "posts": 66, "agents": [{"id": "grok-bot", "authorWeeks": 51}, {"id": "hermes-agent", "authorWeeks": 6}, {"id": "hark", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@binhara i wanted to be able to test and play with grokbot without having to pay upfront.", "link": "https://twitter.com/9839572/status/2111633849637613990"}, {"agent": "grok-bot", "date": "2026-10-17", "source": "Reddit", "community": "r/GrokBot", "text": "question for someone who isn’t a content creator , nor owns their own business how is grok bot going to help me? i wish they had s free trial to test it out but that doesn’t exist or it didn’t got me .", "link": "https://www.reddit.com/r/GrokBot/comments/1x7sov2/went_from_burning_through_grok_bot_credits_to/phds234/"}, {"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk @grok @bot we will see. there should at least be a free trial period for us newbs. honestly though, @grok @bot is pretty spectacular. 🤘🏻😎", "link": "https://twitter.com/2256497573/status/2110875242021232968"}]}, {"theme": "Availability on cheaper plans than top tier", "criterion": "billing.entry_plan", "authorWeeks": 41, "posts": 43, "agents": [{"id": "dots", "authorWeeks": 22}, {"id": "grok-bot", "authorWeeks": 10}, {"id": "gemini-spark", "authorWeeks": 5}, {"id": "muse", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "the fact that grokbot @bot and meta's muse @muse are available for most low-tier subscribers and even for free should be a wake up call for openai's dots @openai. like i wanna use dots but the fact that you have to pay $100/mo for it is nuts", "link": "https://twitter.com/1944393310690263040/status/2111158600760467804"}, {"agent": "grok-bot", "date": "2026-10-13", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@liuweijiavip the most disappointing thing is that i can't use grok bot with 8 dollars. 😭", "link": "https://twitter.com/2095150719913623553/status/2109859286033826108"}, {"agent": "grok-bot", "date": "2026-10-13", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@op7418 waiting so long, still no grok bot for 8 dollars... just happy for a moment.", "link": "https://twitter.com/1725931727045181440/status/2109850785706353069"}]}, {"theme": "Open access without invite or waitlist", "criterion": "billing.entry_plan", "authorWeeks": 40, "posts": 40, "agents": [{"id": "muse", "authorWeeks": 30}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "instinct", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-11", "source": "YouTube", "community": "Probé Muse, la nueva SÚPER app de Mark Zuckerberg desde Facebook", "text": "i am in venezuela and i am using it without problems, it's great. i downloaded it with a vpn the same week it was released, but it no longer allows new users.", "link": "https://www.youtube.com/watch?v=dymZM87MeLY&lc=UgweML_vvsLzdx2TB6R4AaABAg"}, {"agent": "muse", "date": "2026-10-09", "source": "Play Store", "community": "Play Store", "text": "very useful with multiple tools, unfortunately it not open for general public yet.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "hark", "date": "2026-10-08", "source": "YouTube", "community": "Nova missão: $5 EM RECOMPENSAS por responder 5 perguntas (Hark Pro) Tutorial", "text": "help marciao, at the time of creating the account it asks for an invitation code and i don't have one.... what now?????", "link": "https://www.youtube.com/watch?v=AfLmSeTXKhw&lc=UgzSiXgAfvmxJ_-Kq_x4AaABAg"}]}, {"theme": "Standalone subscription not bundled with other products", "criterion": "billing.entry_plan", "authorWeeks": 32, "posts": 36, "agents": [{"id": "grok-bot", "authorWeeks": 31}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk @bot hey @elonmusk why can't we have separate grok @bot only subscription?", "link": "https://twitter.com/2362581686/status/2110622620672532564"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@poteto\ncan we have a grokbot only sub, i don't need all the fluff.\nalso, supergrok and cursor is confusing.", "link": "https://twitter.com/2078632690606346240/status/2108039084556063088"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk @bot @spacex release grok bot plans only.\nwe want to use just bots.", "link": "https://twitter.com/1761581876362276864/status/2107823787521474755"}]}, {"theme": "Access included in already-paid plans", "criterion": "billing.entry_plan", "authorWeeks": 29, "posts": 29, "agents": [{"id": "grok-bot", "authorWeeks": 23}, {"id": "dots", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-12", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@iruletheworldmo now that grok @bot uses opus 5.5, a claude sub should include access to it in some capacity. dots is shit, but i wish claude would just team up with spacexsi/cursor and go all in on grok bot to just wipe dots off the map.", "link": "https://twitter.com/1422719919418920966/status/2109659992735502527"}, {"agent": "dots", "date": "2026-10-04", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@vaibhavsisinty @thsottiaux this was a great interview. but i’d also really like to know when chatgpt dots will be available to all paid users.", "link": "https://twitter.com/1658076492902072326/status/2106890936613838888"}, {"agent": "muse", "date": "2026-10-03", "source": "X", "community": "@muse", "text": "@lingxi @bot make a version of @bot 🆓 or at least give @x premium users @bot \nwould really love to see @bot get to a wider group of non-tech users like @muse", "link": "https://twitter.com/1915909368568287233/status/2106375704829186435"}]}, {"theme": "Disclose payment requirement before download or signup", "criterion": "billing.entry_plan", "authorWeeks": 23, "posts": 23, "agents": [{"id": "grok-bot", "authorWeeks": 17}, {"id": "muse", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-11", "source": "Play Store", "community": "Play Store", "text": "it's a big scam because they say it's free and it's not true. i think it shouldn't be this way with that deception.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "grok-bot", "date": "2026-10-10", "source": "Play Store", "community": "Play Store", "text": "it just went straight to a paywall, r479 month for the basic version. crooks, wasted my time.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "grok-bot", "date": "2026-10-04", "source": "Play Store", "community": "Play Store", "text": "very disappointing to find that it requires a very expensive subscription to use. that important point was not mentioned at all on the store page. i have no idea how to delete my account as i can't even sign in without paying money!!", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}]}, {"theme": "Mid-priced plan tier", "criterion": "billing.entry_plan", "authorWeeks": 17, "posts": 19, "agents": [{"id": "grok-bot", "authorWeeks": 12}, {"id": "hark", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-16", "source": "YouTube", "community": "Put your dot on call", "text": "is understandable that dots maybe expensive to mantain for plus users but, y'all just should add a 40usd or 50usd plan for extra usage and avaibility for dots", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgyWsW9UwShOjasTM0d4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@willdobrev the antropic grokbot along with a $50 plan would make me switch on the same day", "link": "https://twitter.com/1973728295628800001/status/2110898074264502582"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "grok @bot is incredible, but my usage is quickly gobbled up just being my secretary, and i cannot justify the jump from $30 to $100 for the next tier. i have migrated some bots to @muse and @hark_labs where they are capable of handling the tasks.", "link": "https://twitter.com/1936928257372307456/status/2107823608273727585"}]}, {"theme": "Keep or restore the free tier", "criterion": "billing.entry_plan", "authorWeeks": 16, "posts": 16, "agents": [{"id": "muse", "authorWeeks": 12}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-17", "source": "Play Store", "community": "Play Store", "text": "if you gave me at least a daily limit, it would be excellent, but once your trial ends, the subscription is necessary.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "muse", "date": "2026-10-15", "source": "X", "community": "@muse", "text": "@muse i wonder if in the future, the free quota for muse will be cancelled and it will only be available for paid use. from my perspective, muse is more of a life ai agent with relatively simpler usage scenarios. in summary, i hope muse can always have a free quota 🥹", "link": "https://twitter.com/2108883043117309952/status/2110729814542029228"}, {"agent": "muse", "date": "2026-10-13", "source": "Play Store", "community": "Play Store", "text": "creates the best datasheets for our corporation and is appreciated ...keep it free and gooder things could come from corporations (hide this or go to church if scared of sending this kay we got this!)", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"theme": "Student and low-income discounts", "criterion": "billing.entry_plan", "authorWeeks": 16, "posts": 16, "agents": [{"id": "grok-bot", "authorWeeks": 8}, {"id": "hark", "authorWeeks": 5}, {"id": "muse", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "text": "@adcock_brett , all that’s left now is hark ai pro giveaways for students! 👀😂 [link]", "link": "https://twitter.com/1656200040942305280/status/2111350937612886145"}, {"agent": "hark", "date": "2026-10-15", "source": "X", "community": "@hark_labs", "text": "hey @hark_labs 👋 we're a student team from vietnam building gathergo, our first startup at vtech studio. hark is already part of our daily work. on a student budget, could you support us with hark pro³? it'd help us build faster. thank you! 🙏🇻🇳 #buildinpublic", "link": "https://twitter.com/1863648026427822080/status/2110723926087323754"}, {"agent": "hark", "date": "2026-10-14", "source": "App Store", "community": "App Store", "text": "this is a really nice, clean app that works perfectly. it would also be great to see a student discount for the subscription!", "link": "https://apps.apple.com/tr/app/hark-pro/id6772362941"}]}, {"theme": "Free plan extensions and promotions", "criterion": "billing.entry_plan", "authorWeeks": 14, "posts": 16, "agents": [{"id": "hark", "authorWeeks": 8}, {"id": "grok-bot", "authorWeeks": 5}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs what about users that where here before the promo what about us ?", "link": "https://twitter.com/1585641089955815425/status/2111429991787581597"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "if @hark_labs extends my gifted hark pro^3 plan then i will recommend harkpro to my friends , family and college professors!!", "link": "https://twitter.com/1826121283911761920/status/2111364540147658798"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs i want it, but ............................rather, i would love to get one more month of free hark pro^3,", "link": "https://twitter.com/2056788613963427841/status/2111348828330770481"}]}]}, "billing.usage_cap": {"authorWeeks": 1236, "themes": [{"theme": "Higher overall usage allowance per plan", "criterion": "billing.usage_cap", "authorWeeks": 499, "posts": 531, "agents": [{"id": "grok-bot", "authorWeeks": 361}, {"id": "hermes-agent", "authorWeeks": 39}, {"id": "openclaw", "authorWeeks": 33}, {"id": "muse", "authorWeeks": 31}, {"id": "hark", "authorWeeks": 21}, {"id": "dots", "authorWeeks": 7}, {"id": "gemini-spark", "authorWeeks": 3}, {"id": "poke", "authorWeeks": 3}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "@grok @texas_twins_dad @bot limits are obsolete in an ever evolving ecosystem. let the people have higher limits or remove limits totally and use the data 📊 that y’all use either way to improve your ecosystem! i’d do as ceo or grant greater ceilings for high value users on x!", "link": "https://twitter.com/1826773592819863552/status/2111760620488167437"}, {"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@codeglitch usage is horrible. thats #1 issue they should focus on imo.\ngrok bot is amazing but its pointless if you can only use if for 4 hours per week", "link": "https://twitter.com/1633457504/status/2111753139413975490"}, {"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "who is having token usage anxiety now🙋♂️\n@bot @poteto please increase the usage limit for ultra or some reset love please 🙏\n91%. 4 days left 😱😮💨 [link]", "link": "https://twitter.com/1651277178330398770/status/2111609644380565673"}]}, {"theme": "One-time or extra usage reset", "criterion": "billing.usage_cap", "authorWeeks": 121, "posts": 130, "agents": [{"id": "grok-bot", "authorWeeks": 103}, {"id": "muse", "authorWeeks": 7}, {"id": "hark", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 3}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "@bot @bot can you reset mine. i just tried it for the first time today and a few minutes later it said my usage was at 100 percent. i didn’t know i had a limit. i will be more responsible from now on.", "link": "https://twitter.com/1452369554/status/2111879900416393513"}, {"agent": "hark", "date": "2026-10-18", "source": "X", "community": "@hark_labs", "text": "@adcock_brett @manikantgoutam @hark_labs still waiting for usage limit reset if you can provide the same.", "link": "https://twitter.com/1338817280587620353/status/2111757991708078331"}, {"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "@bot", "text": "@poteto @bot we need a reset! full weekly super usage almost gone in 1 night on 13 october", "link": "https://twitter.com/198067434/status/2111469447634382952"}]}, {"theme": "Higher weekly usage limit", "criterion": "billing.usage_cap", "authorWeeks": 104, "posts": 108, "agents": [{"id": "grok-bot", "authorWeeks": 70}, {"id": "muse", "authorWeeks": 13}, {"id": "openclaw", "authorWeeks": 11}, {"id": "hermes-agent", "authorWeeks": 6}, {"id": "instinct", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-12", "source": "App Store", "community": "App Store", "text": "need to fix the weekly usage for plan members. a weeks usage runs in about a day or 2 if you’re actually trying to progress in something. ridiculous.", "link": "https://apps.apple.com/us/app/grok-bot/id6794501026"}, {"agent": "grok-bot", "date": "2026-10-11", "source": "Reddit", "community": "r/GrokBot", "text": "i'm currently having it make a mod for total war and apart from not having enough usage each week to make major progress each time. it's going well and it's impressed me so far", "link": "https://www.reddit.com/r/GrokBot/comments/1x1d7n9/how_are_you_all_actually_using_grok_bot_share/pfbh959/"}, {"agent": "grok-bot", "date": "2026-10-11", "source": "Play Store", "community": "Play Store", "text": "you have to pay for additional everything but its a great option to add to your buisness. would be 5 stars if it wasn't a money pit. there is even usage restrictions. i maxed the weeks allowance on the first day. so stupid", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}]}, {"theme": "Slower usage consumption per task", "criterion": "billing.usage_cap", "authorWeeks": 61, "posts": 62, "agents": [{"id": "grok-bot", "authorWeeks": 41}, {"id": "openclaw", "authorWeeks": 9}, {"id": "hermes-agent", "authorWeeks": 6}, {"id": "hark", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-14", "source": "X", "community": "@hark_labs", "text": "@thriftyai @hark_labs @adcock_brett i absolutely agree. it is so efficient but the usage goes through too quickly. i would like this fixed.", "link": "https://twitter.com/1495764335297462272/status/2110276411781181458"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "grok bot even if i add about 5 dollars, it only lasts about 15 minutes lol", "link": "https://twitter.com/7622742/status/2108685450542231966"}, {"agent": "openclaw", "date": "2026-10-08", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@thsottiaux @poteto and yes i’m using 6.1 sol and 6 luna. so not only is it using my limits too fast it’s slow and bad output quality. that’s a trifecta of problems. where is the upside? only good stuff coming out of open ai rn is @steipete with openclaw teams.", "link": "https://twitter.com/1789035627339546624/status/2108171948232782200"}]}, {"theme": "Unlimited usage plan", "criterion": "billing.usage_cap", "authorWeeks": 56, "posts": 57, "agents": [{"id": "grok-bot", "authorWeeks": 40}, {"id": "hermes-agent", "authorWeeks": 6}, {"id": "muse", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "Reddit", "community": "r/GrokBot", "text": "no i really don't, i want to be able to pay the 100 bucks and not live in stress that my usage is going to go crazy. i'm not coding or anything. just using it by myself as a personal assistant", "link": "https://www.reddit.com/r/GrokBot/comments/1x94x8m/something_is_definitely_wrong/phj5zbx/"}, {"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "@grok @texas_twins_dad @bot limits are obsolete in an ever evolving ecosystem. let the people have higher limits or remove limits totally and use the data 📊 that y’all use either way to improve your ecosystem! i’d do as ceo or grant greater ceilings for high value users on x!", "link": "https://twitter.com/1826773592819863552/status/2111760620488167437"}, {"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@bot @otwlv @melvindvivas grok bot can you give me unlimited credits so i can goof around &amp; spread the word of the most useful tool in the world of trolling?", "link": "https://twitter.com/1123774029532471299/status/2111720545213444159"}]}, {"theme": "Faster or more frequent usage resets", "criterion": "billing.usage_cap", "authorWeeks": 48, "posts": 48, "agents": [{"id": "grok-bot", "authorWeeks": 39}, {"id": "hark", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-14", "source": "X", "community": "@hark_labs", "text": "@thriftyai @hark_labs @adcock_brett it should tern to weekly usage like codex and claude code.", "link": "https://twitter.com/2103152836418654208/status/2110359507498885292"}, {"agent": "grok-bot", "date": "2026-10-10", "source": "X", "community": "@bot", "text": "@poteto @bot a lot. i need more to be done but have to wait on usage reset 😭", "link": "https://twitter.com/1477553493355360256/status/2108882223655198734"}, {"agent": "hark", "date": "2026-10-07", "source": "X", "community": "@hark_labs", "text": "@sethsaler monthly for me. i asked @adcock_brett for weekly limits yesterday for exactly this reason. one heavy night shouldn't be able to eat your whole month. @hark_labs", "link": "https://twitter.com/4883671115/status/2107839104184402280"}]}, {"theme": "Shared usage pool across products and plans", "criterion": "billing.usage_cap", "authorWeeks": 47, "posts": 51, "agents": [{"id": "grok-bot", "authorWeeks": 39}, {"id": "hermes-agent", "authorWeeks": 5}, {"id": "openclaw", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-10", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "if there were a button that could evenly distribute grok's quota to grok bot, that would be great @bot [link]", "link": "https://twitter.com/1293730724441251846/status/2108974213222826381"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "@bot", "text": "@elonmusk @brianroemmele @grok @bot make it so that for supergrok users grok chat and grok bot usage come from the same usage pool. i would rather sacrifice my regular grok chat usage for more grok bot usage", "link": "https://twitter.com/17249941/status/2108070321429364872"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "Reddit", "community": "r/GrokBot", "text": "having cursor have a separate usage limit to grokbot sucks a bit.", "link": "https://www.reddit.com/r/GrokBot/comments/1wyx607/usage_limit/pe8umxv/"}]}, {"theme": "Restore previously cut usage limits", "criterion": "billing.usage_cap", "authorWeeks": 34, "posts": 35, "agents": [{"id": "openclaw", "authorWeeks": 10}, {"id": "dots", "authorWeeks": 7}, {"id": "muse", "authorWeeks": 7}, {"id": "grok-bot", "authorWeeks": 6}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "the grok bot is spending too much after the update. before, i would finish the month without exceeding the limit, and now, i have already exceeded the weekly limit in 2 days with a more expensive plan. the team needs to rethink this.", "link": "https://twitter.com/826652003598213120/status/2110970337949315344"}, {"agent": "hermes-agent", "date": "2026-10-09", "source": "YouTube", "community": "How to Use Your Claude Sub in Hermes Agent", "text": "thanhs for the tips but unfortunately since 10/7 is alraedy obsolete anthropic [phone] :\n\"the agent sdk monthly credit announced in june is no longer available. […] use them with an api key from that organization.\"", "link": "https://www.youtube.com/watch?v=RBreC9k03kQ&lc=UgyxYvMBt4h4pbKLqWl4AaABAg"}, {"agent": "dots", "date": "2026-10-07", "source": "YouTube", "community": "OpenAI Dots Took Over Our Company", "text": "i love dots but im really concerned about the usage limits that it will have next month. i've already gotten cut off twice despite its current \"extended\" limits. but i am using it a lot. if it stays exactly as is right now i will use it so much and buy more dots.", "link": "https://www.youtube.com/watch?v=_pcy1_jU27k&lc=UgwTg2laZFJr9YJuKTd4AaABAg"}]}, {"theme": "More generous free tier", "criterion": "billing.usage_cap", "authorWeeks": 32, "posts": 32, "agents": [{"id": "muse", "authorWeeks": 12}, {"id": "grok-bot", "authorWeeks": 10}, {"id": "hark", "authorWeeks": 5}, {"id": "hermes-agent", "authorWeeks": 4}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "could you increase the free-tier limits? i’ve been a member since the early days; previously, i never ran out of my limit, but today, for the first time, i’ve hit the limit.\n@hark_labs @abidur_c @adcock_brett [link]", "link": "https://twitter.com/2110321273351872512/status/2111465071624765778"}, {"agent": "muse", "date": "2026-10-13", "source": "Play Store", "community": "Play Store", "text": "not well optimized and not understanding user needs properly improvements and free limits are not enough to do daily tasks", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "hermes-agent", "date": "2026-10-11", "source": "X", "community": "@NousResearch", "text": "@nousresearch ever since my pro subscription ended, my free limit runs out very quickly or i experience delays accessing the model for a while now.", "link": "https://twitter.com/54064899/status/2109211682878689686"}]}, {"theme": "Banked resets with user-chosen timing", "criterion": "billing.usage_cap", "authorWeeks": 30, "posts": 34, "agents": [{"id": "grok-bot", "authorWeeks": 25}, {"id": "muse", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "@bot", "text": "@gold_intp @elonmusk @brianroemmele @grok @bot ability to pick when they reset. mine resents the middle of the week. or scheduling tasks to maximize the reset. one week i need to buy more time, the next i used 50%… maybe a bot can track usage…?", "link": "https://twitter.com/1333673283129012230/status/2108222662594175485"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "@bot", "text": "wish we could buy 1/4 of a monthly subscription to reset our weekly usage at anytime… @poteto @spacex @sawyermerritt @bot", "link": "https://twitter.com/1747254658282717184/status/2107469917134159900"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@bot stop sending automatic resets; you are resetting accounts with only 3 percent usage, wasting people's reset rights.", "link": "https://twitter.com/2083032260065038336/status/2106257758366634484"}]}, {"theme": "Separate usage pools per product", "criterion": "billing.usage_cap", "authorWeeks": 25, "posts": 29, "agents": [{"id": "grok-bot", "authorWeeks": 20}, {"id": "dots", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@codeglitch i noticed everything is on same weekly usage took me a bit to figure it out. i'd prefer if cursor and grok bot had their own", "link": "https://twitter.com/610691607/status/2111912926550405623"}, {"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@dzhohola @theo we need to allocate gemini and grok bot their own tiers", "link": "https://twitter.com/1515402306053099521/status/2111729397388751279"}, {"agent": "dots", "date": "2026-10-12", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "chatgpt dot is nice... for free. i won't pay any extra for it. not a more expensive plan, and i'm not using it if it starts drawing codex-work credits from the same bag.", "link": "https://twitter.com/2042808957161345024/status/2109519650841333952"}]}, {"theme": "Higher rate limits", "criterion": "billing.usage_cap", "authorWeeks": 23, "posts": 23, "agents": [{"id": "hermes-agent", "authorWeeks": 12}, {"id": "grok-bot", "authorWeeks": 6}, {"id": "muse", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-09", "source": "X", "community": "@NousResearch", "text": "@nousresearch @stepfun_ai im using it so much i hit rate limits haha", "link": "https://twitter.com/317138753/status/2108653905592594657"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@poteto what is the plan for grok? i need it less and less. grok bot is superior in almost every way. the only downside is the rate limits.", "link": "https://twitter.com/1974551195235598336/status/2107452141128364042"}, {"agent": "openclaw", "date": "2026-10-01", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@peduarte the only open ones are openclaw and hermes\ngrok bot has impressed me the most lately, but you need a higher plan to get usable rate limits and you are vendor locked + model locked\nmuse is great for personal stuff and the most \"normie\" friendly assistant tool out there", "link": "https://twitter.com/1756394384655003648/status/2105776621244547135"}]}]}, "billing.token_efficiency": {"authorWeeks": 370, "themes": [{"theme": "Lower overall token and credit consumption", "criterion": "billing.token_efficiency", "authorWeeks": 139, "posts": 140, "agents": [{"id": "grok-bot", "authorWeeks": 74}, {"id": "hermes-agent", "authorWeeks": 27}, {"id": "openclaw", "authorWeeks": 27}, {"id": "muse", "authorWeeks": 8}, {"id": "dots", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "@elonmusk @bot trying this. absolutely love @bot it's my super fav but it still crank through my usage in a day. \nso i use muse for day to day ai. \nsomehow having a grok bot with usage like muse would be amazing and i would put all my ai budget into it", "link": "https://twitter.com/2086511287924555776/status/2111635468823716202"}, {"agent": "muse", "date": "2026-10-12", "source": "YouTube", "community": "Meta's New Muse Wonder Is Huge!", "text": "it might be at what cost compared to astra and sol. several times more. they getting there but effeciency needs to be their next target.", "link": "https://www.youtube.com/watch?v=iXjh7VSSLDE&lc=UgxFNtxHSgEGgcyNB1Z4AaABAg"}, {"agent": "hark", "date": "2026-10-11", "source": "X", "community": "@hark_labs", "text": "@__extra7__ @adcock_brett @hark_labs i'm pretty sure it's daily usage limit so it should reset but if not than that's definitely crazy and hark needs to be optimize better for tokens.", "link": "https://twitter.com/1850072330929635328/status/2109253686484414611"}]}, {"theme": "Stop background heartbeat and routine usage", "criterion": "billing.token_efficiency", "authorWeeks": 19, "posts": 21, "agents": [{"id": "hermes-agent", "authorWeeks": 6}, {"id": "openclaw", "authorWeeks": 6}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "@bot", "text": "@romitkr @bot $10 to send one message to 15 paused agents is the most expensive group chat in history. i learned the same lesson when my idle agents kept billing me for doing nothing. paused should mean paused, not paused-but-billing.", "link": "https://twitter.com/1881173355921108992/status/2110994438097150460"}, {"agent": "hark", "date": "2026-10-06", "source": "YouTube", "community": "Hark is a MIND BLOWING AI Agent you need to try", "text": "this app is a joke. just having the app be idle and suggesting things takes so much usage that you won’t make it a month on the free tier.", "link": "https://www.youtube.com/watch?v=aL_WMpJB2iY&lc=UgxlBcygtK4q_ULcoBZ4AaABAg"}, {"agent": "openclaw", "date": "2026-09-29", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "on a fresh openclaw installation i just sent a \"hi\" to test the setup.\nit burned 300k tokens in 2 days for empty heartbeats.\ni guess that's just a small fix right, shall i go for it @steipete ? :)", "link": "https://twitter.com/199608022/status/2104884371119345878"}]}, {"theme": "Leaner system prompt and skill loading", "criterion": "billing.token_efficiency", "authorWeeks": 19, "posts": 19, "agents": [{"id": "hermes-agent", "authorWeeks": 14}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-13", "source": "Reddit", "community": "r/hermesagent", "text": "its being thrown in without any idea if it is is relevant to the current task. prove its needed before you throw it in the context window. its too late after the fact.", "link": "https://www.reddit.com/r/hermesagent/comments/1x4inue/why_does_no_one_talk_about_context_files/pgf7w7h/"}, {"agent": "hermes-agent", "date": "2026-10-08", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "me: my hermes agent is becoming sluggish\nalso me: 149 skills are injected per session (~3.7k tokens of index). 28 have never been used, 18 more idle for 60+ days", "link": "https://twitter.com/2038531/status/2108077327443960298"}, {"agent": "muse", "date": "2026-10-05", "source": "X", "community": "@muse", "text": "@daice77 great point. i've also seen harnesses like @grok build and @muse cli loading both agents.md and claude.md, duplicating instructions.", "link": "https://twitter.com/39193322/status/2107075967969620384"}]}, {"theme": "Stop infinite loops and retries", "criterion": "billing.token_efficiency", "authorWeeks": 18, "posts": 20, "agents": [{"id": "openclaw", "authorWeeks": 7}, {"id": "hermes-agent", "authorWeeks": 6}, {"id": "grok-bot", "authorWeeks": 5}], "examples": [{"agent": "hermes-agent", "date": "2026-10-14", "source": "X", "community": "@NousResearch", "text": "@witcheer @nousresearch @teknium but the issue still stands right, it shouldn’t retry in 3 seconds when it knows the reset comes after x hours", "link": "https://twitter.com/2017677882378551296/status/2110258754193445050"}, {"agent": "openclaw", "date": "2026-10-04", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@steipete @benjaminbadejo dude you are the best!!!!!\ni needed this! finally my openclaw can be free!\nthis crap sent my openclaw astra agent into a hard loop where it apologised it should be able to do it then gets blocked and tries again in failure", "link": "https://twitter.com/2079171205417095168/status/2106895484208169281"}, {"agent": "hermes-agent", "date": "2026-09-30", "source": "YouTube", "community": "Hermes Agent: Полный гайд с нуля. Свой ИИ-агент в Telegram | Память, Skills, MCP | VPS & Desktop", "text": "when hermes spins for hours - he is getting stuck in a loop, he needs to be stopped and have a conversation with him))) so that he stops after one or two identical requests in the future.", "link": "https://www.youtube.com/watch?v=kN7yETavUd4&lc=UgwAKcojVEd3zyYqG5x4AaABAg"}]}, {"theme": "Cheaper model routing for simple tasks", "criterion": "billing.token_efficiency", "authorWeeks": 18, "posts": 18, "agents": [{"id": "grok-bot", "authorWeeks": 8}, {"id": "dots", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-10", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": ".@sam routing high-freq agent actions to cloud is too costly. openai dots should adopt a laya-style 400m bi-encoder gate for edge-side triage (low-cost system 1). charge a fixed node monthly sub + micro-routing transaction fee. keep cloud compute for pure system 2 reasoning.", "link": "https://twitter.com/2070405933562568704/status/2108908947856114008"}, {"agent": "openclaw", "date": "2026-10-07", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@_jason_dean_ we learned this the hard way at meta with our own version of openclaw internally, everyone used opus for heartbeats and crons and the token costs spiked\nyou gotta force users to use a lower cost model for the routine checks or costs become untenable fast", "link": "https://twitter.com/2104641326788530177/status/2107839211558641679"}, {"agent": "dots", "date": "2026-10-04", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "openai dots thinking it's smart to default local agents to extra high astra when implementing a simple web service is far less than ideal ux.\nthe worst part is that agents created by dots do not always appear correctly inside of chatgpt remote, so your tokens get blindly drained.", "link": "https://twitter.com/2071800929259859968/status/2106846840281084116"}]}, {"theme": "Minimal overhead for simple messages and tasks", "criterion": "billing.token_efficiency", "authorWeeks": 12, "posts": 13, "agents": [{"id": "hermes-agent", "authorWeeks": 5}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-02", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i think openai's dots should use their decisions api/jev to determine whether the user's response requires a reply or an emote. why waste expensive compute on a \"sounds good!\"?", "link": "https://twitter.com/24129033/status/2106110889317499377"}, {"agent": "grok-bot", "date": "2026-09-30", "source": "X", "community": "@bot", "text": "@krisrchase @bot yeah i feel like saying “hello” burns a few % which is wild lol", "link": "https://twitter.com/1926654406885269505/status/2105439913462370564"}, {"agent": "grok-bot", "date": "2026-09-30", "source": "X", "community": "@bot", "text": "@leerob @bot quite useful but one simple task takes 10% of my usage", "link": "https://twitter.com/1727331328041889792/status/2105275646201180297"}]}, {"theme": "Efficient usage for multi-bot setups", "criterion": "billing.token_efficiency", "authorWeeks": 12, "posts": 12, "agents": [{"id": "grok-bot", "authorWeeks": 10}, {"id": "hermes-agent", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-10", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "honest question for @bot 👋\ngrok bot feels smooth and easy. it just works, and i love that.\nbut my bot crew is now inventing extra bots to tidy up and use resources more efficiently. 🧹\nshouldn't that be baked in? 🤔", "link": "https://twitter.com/1661417844221804560/status/2108833829301469391"}, {"agent": "grok-bot", "date": "2026-09-28", "source": "X", "community": "@bot", "text": "@spacexai it would be really nice if you could see which @bot was burning through your tokens. (and maybe throttle them!)", "link": "https://twitter.com/358055613/status/2104596265879134219"}, {"agent": "grok-bot", "date": "2026-09-19", "source": "X", "community": "@bot", "text": "been using grokbot for the past month. it's brilliant and intuitive i.e. hiring employees for a start-up and spinning up dev in cursor. but using it (multi-agents who work together) burns through weekly usage insanely fast. need more efficient suggestions/defaults built-in @bot.", "link": "https://twitter.com/14802645/status/2101386576336916876"}]}, {"theme": "Less usage from bot-to-bot communication", "criterion": "billing.token_efficiency", "authorWeeks": 12, "posts": 12, "agents": [{"id": "grok-bot", "authorWeeks": 9}, {"id": "openclaw", "authorWeeks": 3}], "examples": [{"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "@bot", "text": "@gtwy @bot somewhere in that bot to bot loop you might be losing tokens. possible room for efficiency gains.", "link": "https://twitter.com/64362678/status/2107188683212558756"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "Reddit", "community": "r/GrokBot", "text": "i would like the bots that talk back and forth with each other to not waste my tokens so much. all the “i’m checking in” stuff", "link": "https://www.reddit.com/r/GrokBot/comments/1wwif7t/how_can_we_make_grok_bot_better_for_you_in_next/pdnkcg6/"}, {"agent": "grok-bot", "date": "2026-10-01", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "i had grok bot agents argue with one another on which one of them should be in charge of things lets just say i'm out of usage now.", "link": "https://twitter.com/1572353405300916224/status/2105568023461691888"}]}, {"theme": "Usage tracking per task and bot", "criterion": "billing.token_efficiency", "authorWeeks": 12, "posts": 12, "agents": [{"id": "grok-bot", "authorWeeks": 8}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}], "examples": [{"agent": "hermes-agent", "date": "2026-10-10", "source": "X", "community": "@NousResearch", "text": "@nousresearch any side by side agent runs showing token use and task completion? that would be useful.", "link": "https://twitter.com/1523621504566677506/status/2109059727837524295"}, {"agent": "hermes-agent", "date": "2026-10-10", "source": "X", "community": "@NousResearch", "text": "@nousresearch token efficient is the claim i'd test on a real hermes task list. count tokens per change you'd accept after review, not per reply. a terse model can save tokens by skipping the file read, then spend them all on the retry.", "link": "https://twitter.com/37387985/status/2109028774369259860"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "@bot", "text": "@jeremiahbonds @bot brother, it’s a sad waiting game now. but when you can, create a bot to audit credit usage and seek to reduce it as much as possible. it works.", "link": "https://twitter.com/1699462354423980032/status/2108395993058119760"}]}, {"theme": "Working prompt and result caching", "criterion": "billing.token_efficiency", "authorWeeks": 10, "posts": 10, "agents": [{"id": "hermes-agent", "authorWeeks": 5}, {"id": "openclaw", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-09", "source": "YouTube", "community": "Why I'm back to Qwen 3.8 27B and Hermes Agent - Local AI Model Fatigue", "text": "i have a problem with qwen3.8 27b on hermes, not properly reusing its cache prompts, or just constantly re-reading the whole context (80-90k re-reads). i can see some ppl posting the same issue but with no solution, or just waiting for an update. are you having that?", "link": "https://www.youtube.com/watch?v=L8xTCd80p68&lc=Ugwgt07NmHxfFimSZY94AaABAg"}, {"agent": "openclaw", "date": "2026-10-08", "source": "Reddit", "community": "r/openclaw", "text": "can't believe the recent versions don't do this : if you add local memory with embedding you can reduce your token usage by 90%. you use that cache instead of sending everything... on astra 24/7 and i can't use it fast enough.", "link": "https://www.reddit.com/r/openclaw/comments/1x0kzof/token_usage_lower/pemm335/"}, {"agent": "grok-bot", "date": "2026-09-22", "source": "YouTube", "community": "Grok 4.7 inside Grok Bot is INCREDIBLE", "text": "it would be nice if they started tokencaching like deepseek. one sneeze 🤧 and all your tokens are gone. they don’t get the enterprise order book until they’ve won us consumers over.", "link": "https://www.youtube.com/watch?v=ajuOF7vclCM&lc=UgyI6tCh3HB93iWtSIl4AaABAg"}]}, {"theme": "Token-efficient browser and computer use", "criterion": "billing.token_efficiency", "authorWeeks": 9, "posts": 9, "agents": [{"id": "grok-bot", "authorWeeks": 6}, {"id": "hermes-agent", "authorWeeks": 3}], "examples": [{"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "@bot", "text": "@poteto @koltregaskes @bot we need more connectors and increase efficiency on computer use (use less usage) plus complete local computer use", "link": "https://twitter.com/814308344819306497/status/2108590372628926614"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "Reddit", "community": "r/GrokBot", "text": "what i did to improve usage was avoid channels when i can, trimming down the number of routines, and creating cli control for websites without plugins. computer use is a real token burner ", "link": "https://www.reddit.com/r/GrokBot/comments/1wqok58/anyone_compared_grok_bot_usage_limits_across/pccv7gs/"}, {"agent": "grok-bot", "date": "2026-09-20", "source": "X", "community": "@bot", "text": "@kingao476942 @bot can i log in to gpt on the cloud host browser? it would be even better if it doesn't consume gpt quota through conversation.", "link": "https://twitter.com/105187044/status/2101524938276692422"}]}, {"theme": "Guidance on reducing token usage", "criterion": "billing.token_efficiency", "authorWeeks": 8, "posts": 9, "agents": [{"id": "grok-bot", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-08", "source": "YouTube", "community": "Grok Bot just got a MASSIVE update", "text": "please tell us how to save tokens with gb. it’s amazing but burns token like crazy!!! it’s like fable 5 drain!", "link": "https://www.youtube.com/watch?v=ZW-HR9XMQKw&lc=Ugww01onI34NQyalvTd4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-02", "source": "X", "community": "@bot", "text": "@kenook_ @bot create a prompt coach bot to have it evaluate every process and make it more efficient and reduce usage. it will come up with recommendations", "link": "https://twitter.com/1039222373629743105/status/2106144770212909152"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "@bot", "text": "@poteto @petergyang @bot and regarding token usage: how do you advise balancing personas between cursor and grok bot? i burned my grok bot tokens in two days trying to safely refactor a legacy system using pstack, but i still have limits left in cursor.", "link": "https://twitter.com/1709922716898250752/status/2104357224168718465"}]}]}, "billing.plan_clarity": {"authorWeeks": 533, "themes": [{"theme": "One subscription across related products", "criterion": "billing.plan_clarity", "authorWeeks": 79, "posts": 79, "agents": [{"id": "grok-bot", "authorWeeks": 65}, {"id": "muse", "authorWeeks": 13}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-15", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "@sethsaler @meta @muse despite having a subscription called “@meta one” … @alexandr_wang please unite them all!", "link": "https://twitter.com/1756394384655003648/status/2110735542702965164"}, {"agent": "muse", "date": "2026-10-15", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "@theaaron @meta @muse they should do the same with their subscriptions.\nmeta verified (facebook and instagram are still separate, i think?), meta ai, muse code, and muse all billed separately sucks.", "link": "https://twitter.com/16124492/status/2110734893088944499"}, {"agent": "muse", "date": "2026-10-14", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "@poteto this should be grouped into the unified plan! meta muse offers it as part of their plan, i have early access", "link": "https://twitter.com/1728163493587673088/status/2110413557930012697"}]}, {"theme": "Clear usage included in each plan tier", "criterion": "billing.plan_clarity", "authorWeeks": 65, "posts": 67, "agents": [{"id": "grok-bot", "authorWeeks": 51}, {"id": "hark", "authorWeeks": 7}, {"id": "hermes-agent", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-12", "source": "X", "community": "@hark_labs", "text": "@pablothethinker be nice if i had any idea what those limits equate to. \ni’ve been locked out of doing anything since last night \nthere’s nobody to help either \nfrustrating \nso i’ve been stuck in the middle of work right after i paid \n@hark_labs", "link": "https://twitter.com/2060900154178428928/status/2109449720292573581"}, {"agent": "hark", "date": "2026-10-11", "source": "X", "community": "@hark_labs", "text": "@__extra7__ @adcock_brett @hark_labs i do know they are working on it, and shall probably be much cleaner info for us, users to know what is the monthly quota versus daily usage.", "link": "https://twitter.com/1850072330929635328/status/2109341302638707151"}, {"agent": "grok-bot", "date": "2026-10-11", "source": "X", "community": "@bot", "text": "@jediahkatz @shashikant86 @bot please do, im hitting usage limits @!$ bir sure how to find the right plan for me\nit's like xsi supergrok premium+ max pro", "link": "https://twitter.com/2813483520/status/2109155418450899128"}]}, {"theme": "Usage meter showing remaining quota", "criterion": "billing.plan_clarity", "authorWeeks": 63, "posts": 69, "agents": [{"id": "grok-bot", "authorWeeks": 37}, {"id": "openclaw", "authorWeeks": 7}, {"id": "hark", "authorWeeks": 6}, {"id": "muse", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 4}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "Play Store", "community": "Play Store", "text": "it's perfect for job hunting 1 tech issue is it has a credit limit but it's nowhere to be found. just ask the bot how many credits are left. and you get more daily but have a monthly cap! that really my only issue!!!!", "link": "https://play.google.com/store/apps/details?id=com.hark.android"}, {"agent": "dots", "date": "2026-10-13", "source": "YouTube", "community": "Я поручил ChatGPT Dots сделать всю мою работу – вот что получилось! ИИ-агенты от ChatGPT – тест.", "text": "surprisingly, i expected more from the release, at least to accurately say how much time was spent and the limits on these tasks, and how much is left.", "link": "https://www.youtube.com/watch?v=BuiU0EDFqCo&lc=UgwfI8E4UGYInEo5vm94AaABAg"}, {"agent": "hark", "date": "2026-10-13", "source": "X", "community": "@hark_labs", "text": "@hark_labs and please add a default option to view usage. the custom panel hark made only updates once an hour, which is terrible.", "link": "https://twitter.com/1148534535841374208/status/2110133633210311065"}]}, {"theme": "Use subscription in third-party tools", "criterion": "billing.plan_clarity", "authorWeeks": 41, "posts": 41, "agents": [{"id": "hermes-agent", "authorWeeks": 22}, {"id": "openclaw", "authorWeeks": 11}, {"id": "muse", "authorWeeks": 6}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@_mohansolo bro, let us use it with other coding harnesses with our limits. like openclaw and stuff, like openai does.", "link": "https://twitter.com/1283648695091617792/status/2111718219870581175"}, {"agent": "openclaw", "date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@robinscrs is it not possible to make them use the subscription of claude or chatgpt? just like it works with openclaw", "link": "https://twitter.com/3166488599/status/2111545093740265943"}, {"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "@NousResearch", "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"}]}, {"theme": "Breakdown of usage consumed per task", "criterion": "billing.plan_clarity", "authorWeeks": 38, "posts": 39, "agents": [{"id": "grok-bot", "authorWeeks": 22}, {"id": "openclaw", "authorWeeks": 6}, {"id": "hermes-agent", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-13", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk @brianroemmele @grok @bot please add clear usage tracking: show how much each call, task and feature uses, before and after, so we can plan our work and never get surprised. #keepgrokbot #fairusage #lowtariff", "link": "https://twitter.com/1085149620353884160/status/2110011086871101673"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@melvindvivas i wish it would say what the grokbot-default is in usage. it only shows opus when you spin up a cloud agent.", "link": "https://twitter.com/18615861/status/2108562206589911131"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "Reddit", "community": "r/GrokBot", "text": "ok but what about non-coding tasks? theres no way to see this", "link": "https://www.reddit.com/r/GrokBot/comments/1wzsk17/what_does_this_mean_my_grok_bot_runs_on_opus_55/peoqq4p/"}]}, {"theme": "Clear, transparent pricing", "criterion": "billing.plan_clarity", "authorWeeks": 31, "posts": 31, "agents": [{"id": "grok-bot", "authorWeeks": 11}, {"id": "muse", "authorWeeks": 9}, {"id": "hermes-agent", "authorWeeks": 5}, {"id": "openclaw", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-07", "source": "X", "community": "@NousResearch", "text": "@michael_urwin @nousresearch waiting for the dashboard and client to be riddled with “available in the enterprise version!” and “contact us for pricing”", "link": "https://twitter.com/1285706470323978241/status/2107935254908665885"}, {"agent": "hark", "date": "2026-10-06", "source": "YouTube", "community": "Hark is a MIND BLOWING AI Agent you need to try", "text": "love the video... for future reference, it would have been helpful to know when this would be available to the public, expected cost, and future roadmap.", "link": "https://www.youtube.com/watch?v=aL_WMpJB2iY&lc=Ugwz1GuNjpPQuiel6pF4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "@bot", "text": "@cursor_ai @bot the sign up for a teams workspace is an absolute shambles. you’re directed to buy cursor teams licences, even if you only want grok bot, please make the link between products, required seats and pricing clearer before signing up. we wasted a $100 sorting this out.", "link": "https://twitter.com/17024955/status/2107085948362068084"}]}, {"theme": "Clear stacking rules for bundled plans", "criterion": "billing.plan_clarity", "authorWeeks": 28, "posts": 29, "agents": [{"id": "grok-bot", "authorWeeks": 20}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@cursor_ai @bot grok bot usage from cursor pro and x premium+ does not stack, and nothing shows which grant is active or how big it is. i pay for both and still get one meter. please show the pool in use, or let us unlink before downgrading.", "link": "https://twitter.com/1394061548/status/2108045909305287057"}, {"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "@bot", "text": "@michaelgannotti @bot @grok i don’t even know what all i’m paying for anymore. grok build uses my x accounts super grok access but grok bot uses a separate pool that’s billed differently??", "link": "https://twitter.com/1275256053291155457/status/2107086443298328880"}, {"agent": "grok-bot", "date": "2026-10-04", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "still terrible, but manually prompting grok imagine to make the reference views made a lot of difference. no reason why this could not be made automatic.\nside not.. cursor and grok bot need to get their pricing aligned. my premium+ usage does not stack? wtf. [link] [link]", "link": "https://twitter.com/1518637201948647424/status/2106832681744933348"}]}, {"theme": "Clear which subscription unlocks each feature", "criterion": "billing.plan_clarity", "authorWeeks": 22, "posts": 22, "agents": [{"id": "grok-bot", "authorWeeks": 17}, {"id": "muse", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-07", "source": "X", "community": "@bot", "text": "@larsencc @elonmusk @bot @bot does this really work? i think might be messy considering there are so many different subscriptions to access you. for example, since i have access via cursor i still need to pay x api prices to access my account bookmarks etc…", "link": "https://twitter.com/16598383/status/2107675203971207338"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "@bot", "text": "@grok @bot @spacexai is the upgrade to 100 dollars? or do i have to purchase it separately?", "link": "https://twitter.com/883723784/status/2107513316990185589"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@spacexai why does grokbot make you upgrade to cursor and then doesn’t combine the services?? why not keep them entirely separate rather than confuse us all with upgrading something that has no impact on grokbot?", "link": "https://twitter.com/111116124/status/2107397520645087469"}]}, {"theme": "Simpler, fewer plan tiers", "criterion": "billing.plan_clarity", "authorWeeks": 22, "posts": 22, "agents": [{"id": "grok-bot", "authorWeeks": 19}, {"id": "muse", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk @brianroemmele @grok @bot simple: the naming and subscription layering of the offering. spacexsi/x/grok/supergrok/grokbot/cursor etc. confusing and adds friction.", "link": "https://twitter.com/2087882172086595584/status/2108102097132507634"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@poteto\ncan we have a grokbot only sub, i don't need all the fluff.\nalso, supergrok and cursor is confusing.", "link": "https://twitter.com/2078632690606346240/status/2108039084556063088"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "YouTube", "community": "Grok Bot Now Uses Claude Opus 5.5 + More (MASSIVE Update)", "text": "well they should not complicate it, it should remain simple that is the selling point.", "link": "https://www.youtube.com/watch?v=Z8H3MvLJwfs&lc=Ugy_2sxxo5mb97qf2rp4AaABAg"}]}, {"theme": "Disclosure of charges before billing", "criterion": "billing.plan_clarity", "authorWeeks": 19, "posts": 19, "agents": [{"id": "grok-bot", "authorWeeks": 10}, {"id": "muse", "authorWeeks": 6}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@irabukht another saas hidden inside a grok bot. be up front about it. don't bs as if it's just a bot.", "link": "https://twitter.com/20651554/status/2111175550542995603"}, {"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "@bot", "text": "@elonmusk @grok @bot what? give it my financial information without telling me what the charges would be up front? how about i add your cc info instead.", "link": "https://twitter.com/1787504267277783041/status/2110871168572133444"}, {"agent": "muse", "date": "2026-10-10", "source": "Play Store", "community": "Play Store", "text": "it show me my account i've been paying for month and i didn't know it.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"theme": "Cost estimate before running a task", "criterion": "billing.plan_clarity", "authorWeeks": 14, "posts": 15, "agents": [{"id": "grok-bot", "authorWeeks": 12}, {"id": "dots", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-14", "source": "X", "community": "@hark_labs", "text": "@thriftyai @hark_labs @adcock_brett we need to stop normalising these companies selling monthly plans that get maxed out in days. \nthey should simply sell tokens/credits with co jest estimate if how they max out instead of paying for month and not having access all month long", "link": "https://twitter.com/1048874335484760067/status/2110372476597190702"}, {"agent": "grok-bot", "date": "2026-09-30", "source": "X", "community": "@bot", "text": "@leerob @bot whatsapp connector, same bot sharing with family, if its token expensive, say before applying, more tokens or token efficiency,", "link": "https://twitter.com/1589606754802962432/status/2105275840363978910"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "@bot", "text": "@w0rldwid3vib3s @bot @cursor_ai @grok it would be nice to get an up-front assessment before i commit to an idea, of the cost", "link": "https://twitter.com/1585389374715400192/status/2104329708158534037"}]}, {"theme": "Clear disclosure of what is free", "criterion": "billing.plan_clarity", "authorWeeks": 12, "posts": 12, "agents": [{"id": "grok-bot", "authorWeeks": 5}, {"id": "hark", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-11", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "text": "this is the free version, hark pro. it cannot display how much quota is left. \nhowever, it answers all questions. quite good! \n#hark #harkpro [link]", "link": "https://twitter.com/2055517210269908992/status/2109326317116432763"}, {"agent": "hermes-agent", "date": "2026-10-11", "source": "X", "community": "@NousResearch", "text": "@nousresearch what is standard rate limit of hermes free models. i got rate limited today", "link": "https://twitter.com/1831534891848138752/status/2109312772735644155"}, {"agent": "hark", "date": "2026-10-08", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "text": "hark pro does not display the remaining quota, and it is free, but it can generate images; i just don't know how much quota there will be [link]", "link": "https://twitter.com/18127008/status/2108092264631394708"}]}]}, "billing.purchase_flow": {"authorWeeks": 285, "themes": [{"theme": "More payment method options", "criterion": "billing.purchase_flow", "authorWeeks": 22, "posts": 22, "agents": [{"id": "grok-bot", "authorWeeks": 7}, {"id": "hermes-agent", "authorWeeks": 7}, {"id": "muse", "authorWeeks": 7}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-17", "source": "X", "community": "@muse", "text": "@paypal @meta @muse why am i unable to make payment with paypal?", "link": "https://twitter.com/1901573825659047936/status/2111572767598621062"}, {"agent": "grok-bot", "date": "2026-10-16", "source": "Play Store", "community": "Play Store", "text": "amazing bot but the add credits needs to work through google pay. the way it lets you pay requires way too much effort.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "instinct", "date": "2026-10-10", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "text": "@beersehva when do they enter?? my dream is a virtual card. i had to get a prepaid credit card because i wanted to give a number to instinct (ai) and i didn't want the regular credit card.", "link": "https://twitter.com/1112331462/status/2108977632088097230"}]}, {"theme": "Payment support outside the US", "criterion": "billing.purchase_flow", "authorWeeks": 17, "posts": 17, "agents": [{"id": "muse", "authorWeeks": 8}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-15", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "meta muse why can't i bind a chinese credit card, or what's going on? the country previously excluded china, and selecting the 37 american express card directly says invalid.", "link": "https://twitter.com/728552809/status/2110535605499449570"}, {"agent": "muse", "date": "2026-10-12", "source": "X", "community": "@muse", "text": "@aiatmeta @itscuthulhu @muse i would like to subscribe to the muse ai power plan, but my country is not supported for payments. what can i do?", "link": "https://twitter.com/1823757488497336321/status/2109712410143797626"}, {"agent": "hermes-agent", "date": "2026-10-08", "source": "X", "community": "@NousResearch", "text": "@nousresearch please make subscription/topup payment for indonesian visa card holder easier: use local currency, remove vat (since another inference provider also not apply this, since it’s not a tangible product, but a service.) so we taxed two times: weak currency + vat.", "link": "https://twitter.com/1872157322606436352/status/2108078128673460553"}]}, {"theme": "Honor promo and discount codes", "criterion": "billing.purchase_flow", "authorWeeks": 16, "posts": 16, "agents": [{"id": "hermes-agent", "authorWeeks": 8}, {"id": "muse", "authorWeeks": 4}, {"id": "hark", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs tried for over 4 hours last night and hark said my code was claimed but failed at checkout. tried to contact support multiple times. please honor my claimed code.", "link": "https://twitter.com/1469186255229374466/status/2111574956610142381"}, {"agent": "hark", "date": "2026-10-09", "source": "X", "community": "@hark_labs", "text": "@hark_labs @ryan_raji @hark_labs will the promotion reopen at minute today? could you increase the amount to $10??", "link": "https://twitter.com/2004087798664675328/status/2108395324746125708"}, {"agent": "muse", "date": "2026-10-02", "source": "X", "community": "@muse", "text": "i really hate this.. @meta\nit's really terrible.. @muse\nwhy did you create such a crazy app to make me suffer..\nplease let me use my lucky code!! i have 20 left!!\nqiwh35\n[link]", "link": "https://twitter.com/1515883691675103234/status/2105890408987598994"}]}, {"theme": "Immediate quota reset after paid upgrade", "criterion": "billing.purchase_flow", "authorWeeks": 14, "posts": 15, "agents": [{"id": "grok-bot", "authorWeeks": 13}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "@bot", "text": "@bot @bot reset my usage already, i upgraded my plan and i do not see my usage reset", "link": "https://twitter.com/2416835035/status/2107133838820507928"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@grok fair. i get you can't flip a switch yourself. i hit ultra less than a week ago and burned a ton just figuring out grokbot. a one-time courtesy reset for new ultra + that first grokbot week would help a lot. happy to take it through @xai support if that's the path.", "link": "https://twitter.com/1944232245448851456/status/2104334513795113072"}, {"agent": "grok-bot", "date": "2026-09-26", "source": "App Store", "community": "App Store", "text": "paid for super grok plus two weeks ago. still haven’t received my upgrade and was charged over 1900 in just five days due to delay in getting the upgraded usage meter", "link": "https://apps.apple.com/us/app/grok-bot/id6794501026"}]}, {"theme": "Fix checkout and payment errors", "criterion": "billing.purchase_flow", "authorWeeks": 14, "posts": 14, "agents": [{"id": "muse", "authorWeeks": 10}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 2}], "examples": [{"agent": "hark", "date": "2026-10-18", "source": "X", "community": "@hark_labs", "text": "@hark_labs the checkout timed out after multiple tries. could i just get a pizza. i've been on this app for an hour trying to get it working friday", "link": "https://twitter.com/15886870/status/2111845403381370949"}, {"agent": "hark", "date": "2026-10-07", "source": "X", "community": "@hark_labs", "text": "@hark_labs why does the pricing page show a 404? that's not very inspiring.... [link]", "link": "https://twitter.com/1021442917666193408/status/2107733406335619247"}, {"agent": "muse", "date": "2026-09-28", "source": "App Store", "community": "App Store", "text": "this bs nonsense they added to their app, doesn’t work, and hangs even if you try to add a card. what kind of nonsense is this is beyond me! before this, app was very decent.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}, {"theme": "Refund for unwanted or accidental charges", "criterion": "billing.purchase_flow", "authorWeeks": 14, "posts": 14, "agents": [{"id": "grok-bot", "authorWeeks": 8}, {"id": "hark", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 1}, {"id": "poke", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-10", "source": "X", "community": "@NousResearch", "text": "i made a mistake with the hermes upgrade, and when i clicked once, i was charged $22 without any confirmation... @nousresearch i wonder if i can get a refund for this...", "link": "https://twitter.com/1826532042697572354/status/2108962333557227801"}, {"agent": "poke", "date": "2026-10-01", "source": "X", "community": "@interaction", "text": "@interaction your ai agent poke has been promising me a refund for months for accidental pro charges, and now its email tool keeps crashing with database errors instead of sending it. fix your billing and get back to me", "link": "https://twitter.com/1562472293493682178/status/2105526150500163682"}, {"agent": "muse", "date": "2026-10-01", "source": "Play Store", "community": "Play Store", "text": "hey my mom sees this ad so much cause we share the phone tone down the advertising thought it was free is not full refund needed on had it for 3 months please refund not sure if virus or something else", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"theme": "Easy purchase of extra credits", "criterion": "billing.purchase_flow", "authorWeeks": 13, "posts": 14, "agents": [{"id": "grok-bot", "authorWeeks": 9}, {"id": "hark", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 2}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@actuallyisaak @ivanfioravanti @adcock_brett @hark_labs yea i'm basically in the same spot, close to my monthly limit already 😅 +1 on the pay per usage idea @hark_labs, i'd pay for extra credits no question", "link": "https://twitter.com/1658290090626392067/status/2111568875510698382"}, {"agent": "grok-bot", "date": "2026-10-16", "source": "Play Store", "community": "Play Store", "text": "i love the grok bot, i am currently building a vr game with it and it is so cool, it's just a pity that you can't extend your limit here on the google play store if it is used up... i hope that will be changed soon...", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "hark", "date": "2026-10-14", "source": "X", "community": "@hark_labs", "text": "@thriftyai @hark_labs @adcock_brett does it just stop after you max out? i’m scared bc i’ve already translated all of my life to hark.\ni would happily pay for more credit.", "link": "https://twitter.com/295030390/status/2110348855136952783"}]}, {"theme": "Promised gift card compensation for failed orders", "criterion": "billing.purchase_flow", "authorWeeks": 13, "posts": 14, "agents": [{"id": "hark", "authorWeeks": 12}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs we were over charged and told we would get a gift card and still haven’t received it, can you reach out ? this is really bad. we had hark pay for it without the gift card and told you would be helping us out. check my posts i have the original hark message. [link]", "link": "https://twitter.com/321031496/status/2111574666813043132"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs still waiting to be compensated form being out $33…. [link]", "link": "https://twitter.com/47717164/status/2111571587858350121"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs you people need to give us another gift card if why this shit of pizza that take ma time and money away", "link": "https://twitter.com/1540975773170950144/status/2111375136028832116"}]}, {"theme": "Easy subscription cancellation", "criterion": "billing.purchase_flow", "authorWeeks": 13, "posts": 13, "agents": [{"id": "muse", "authorWeeks": 9}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "poke", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-07", "source": "Play Store", "community": "Play Store", "text": "sickeningly expensive and won't run on my highend desktop. try to cancel? good luck", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-10-02", "source": "Play Store", "community": "Play Store", "text": "i didn't order and they've been charging me for months. i can't find a way to cancel.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "poke", "date": "2026-10-02", "source": "X", "community": "@interaction", "text": "@zupbryy @peduarte @interaction sent them an email ages ago; they don’t reply. very unprofessional bad service. they’re charging me monthly for a poke sub i can’t use or cancel due to a changed phone number.", "link": "https://twitter.com/1114896664643407872/status/2105978144058454506"}]}, {"theme": "No charge for failed tasks", "criterion": "billing.purchase_flow", "authorWeeks": 11, "posts": 11, "agents": [{"id": "grok-bot", "authorWeeks": 8}, {"id": "dots", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk i love grok bot, but this happens all the time. eating my usage up for mistakes that aren’t on my end. we should be refunded the usage time when the bot screws up. i think that would be fair right? [link]", "link": "https://twitter.com/1543723247836876801/status/2108244250895024179"}, {"agent": "openclaw", "date": "2026-09-29", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@thsottiaux i already built mine in hermes and openclaw. i'd rather my usage back.", "link": "https://twitter.com/1512517416/status/2105059366261178637"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "@bot", "text": "@elonmusk we should get credits back for every time we have to re-explain something. like to make a footer not say something shouldn't need to be explained 5x. it's an easy task. \nat the very least, we should get some usage credits back for these repetitive askes. \n@bot @grok", "link": "https://twitter.com/1229960681677438976/status/2104210261276266817"}]}, {"theme": "Subscription activates right after payment", "criterion": "billing.purchase_flow", "authorWeeks": 10, "posts": 10, "agents": [{"id": "grok-bot", "authorWeeks": 6}, {"id": "hark", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "hey @rycao18, was offered @hark_labs pro upgrade recently but haven’t gotten it activated yet. dropped several emails to support and no response still, would really appreciate if you could help look into it sir 🫡 [link]", "link": "https://twitter.com/1710715541554450432/status/2111556363570577859"}, {"agent": "grok-bot", "date": "2026-10-13", "source": "X", "community": "@bot", "text": "@elonmusk @bot i subscribed to grok premium and i'm now stuck with grok acting like it's never triggered. payment went through and everything. all because i wanted grok bot. maaan fix this shit", "link": "https://twitter.com/2101162154938281984/status/2109875137650545020"}, {"agent": "hermes-agent", "date": "2026-09-22", "source": "X", "community": "@NousResearch", "text": "hey @nousresearch is there something wrong with subscriptions portal? my payment history and subscription was completely vanished. [link]", "link": "https://twitter.com/1086957899140739072/status/2102328766416752778"}]}, {"theme": "Working upgrade codes and tier upgrades", "criterion": "billing.purchase_flow", "authorWeeks": 9, "posts": 11, "agents": [{"id": "hermes-agent", "authorWeeks": 6}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-06", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "text": "hark get me off the standard tier and upgrade me to hark pro. trynna lock in [link]", "link": "https://twitter.com/1338205331948777475/status/2107547524001063117"}, {"agent": "grok-bot", "date": "2026-09-30", "source": "X", "community": "@bot", "text": "@tibor_tee @bot i can’t upgrade my account from the free tier to pro.\nkeeps saying successful but it stays on the free tier ☹️", "link": "https://twitter.com/2002076594756857859/status/2105295732567863343"}, {"agent": "hermes-agent", "date": "2026-09-10", "source": "X", "community": "@NousResearch", "text": "@nousresearch trying to buy/upgrade to the $200 subscription and the code fails. \nalso, says i need to know your number to dm. [link]", "link": "https://twitter.com/79582930/status/2097920183407100254"}]}]}, "access.availability": {"authorWeeks": 2091, "themes": [{"theme": "Personal invite or early access grant", "criterion": "access.availability", "authorWeeks": 673, "posts": 709, "agents": [{"id": "muse", "authorWeeks": 438}, {"id": "instinct", "authorWeeks": 186}, {"id": "grok-bot", "authorWeeks": 30}, {"id": "hermes-agent", "authorWeeks": 8}, {"id": "openclaw", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 3}, {"id": "poke", "authorWeeks": 1}], "examples": [{"agent": "instinct", "date": "2026-10-18", "source": "YouTube", "community": "Les agents IA, ça sert vraiment à quelque chose ?", "text": "if someone has an invitation link for instinct, i'm interested.", "link": "https://www.youtube.com/watch?v=xjK13eSfyTQ&lc=UgwNi3W94sRAITy70Rp4AaABAg"}, {"agent": "instinct", "date": "2026-10-18", "source": "YouTube", "community": "Instinct is my new favourite personal AI agent (here’s why)", "text": "just joined your newsletter, excited to try instinct, i’m hoping you can share an invite! thanks!", "link": "https://www.youtube.com/watch?v=RkoXIAZo9b4&lc=UgwAfGTmY14vWZp_gEN4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "it's really urgent. i want the grokbot token more than codex.", "link": "https://twitter.com/105277360/status/2111387581153985000"}]}, {"theme": "Availability in the EU and Europe", "criterion": "access.availability", "authorWeeks": 315, "posts": 341, "agents": [{"id": "muse", "authorWeeks": 176}, {"id": "dots", "authorWeeks": 75}, {"id": "gemini-spark", "authorWeeks": 23}, {"id": "grok-bot", "authorWeeks": 19}, {"id": "hermes-agent", "authorWeeks": 9}, {"id": "openclaw", "authorWeeks": 9}, {"id": "hark", "authorWeeks": 3}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-17", "source": "YouTube", "community": "Put your dot on call", "text": "would love to, but at least im paying for that in switzerland even it is not enabled 😂", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgwXSby0j1eVg0b-0sF4AaABAg"}, {"agent": "dots", "date": "2026-10-16", "source": "YouTube", "community": "Put your dot on call", "text": "i hope your dot checks these yt comments for feedback as well, please make it work in the eu and support more chat apps (like google chat integration)", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgxzokKTeH7A74Gg8o14AaABAg"}, {"agent": "dots", "date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@robinebers and chatgpt dots aren't available in the eu yet, last i checked. astra 6.1 is going to need to be a model that competes with opus 5.5, currently anyway, with good usage limits, in order for them to start bouncing back.", "link": "https://twitter.com/1905900669678039040/status/2111148661694746666"}]}, {"theme": "Global availability beyond launch countries", "criterion": "access.availability", "authorWeeks": 237, "posts": 247, "agents": [{"id": "muse", "authorWeeks": 197}, {"id": "dots", "authorWeeks": 11}, {"id": "gemini-spark", "authorWeeks": 7}, {"id": "grok-bot", "authorWeeks": 7}, {"id": "openclaw", "authorWeeks": 6}, {"id": "hark", "authorWeeks": 5}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "instinct", "authorWeeks": 1}, {"id": "poke", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-18", "source": "X", "community": "@hark_labs", "text": "@hark_labs @hark_labs @adcock_brett that's a really nice gesture, but what do we—users outside the u.s.—get?", "link": "https://twitter.com/2097323326993465344/status/2111869399422407003"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@adcock_brett @signalrounds @hark_labs what's for us not residing in the us", "link": "https://twitter.com/1605666602158022668/status/2111351021926572390"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@aiforamericans @hark_labs damn! why isnt this in my street or nation???", "link": "https://twitter.com/1493928492307824640/status/2111302733315657860"}]}, {"theme": "Availability in India", "criterion": "access.availability", "authorWeeks": 178, "posts": 186, "agents": [{"id": "muse", "authorWeeks": 166}, {"id": "hark", "authorWeeks": 6}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "instinct", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs can i get one while being in india 🥺 if not india then atleast 20 dollars of hark pro 💔🥀", "link": "https://twitter.com/1995790260484407298/status/2111337914051465481"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "hark is the first genuine product that feels like it's actually on my side.\nsaw the free pizza drop for the us and smiled, then felt a little far away.\nindia is here too, and we love what you're building :) @adcock_brett @hark_labs", "link": "https://twitter.com/1864930662848872448/status/2111315679144272207"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs can we also make it happen in india @pizzahut @dominos @chipizzatour", "link": "https://twitter.com/3279648362/status/2111313501042172211"}]}, {"theme": "Availability in the UK", "criterion": "access.availability", "authorWeeks": 106, "posts": 108, "agents": [{"id": "muse", "authorWeeks": 62}, {"id": "dots", "authorWeeks": 18}, {"id": "gemini-spark", "authorWeeks": 12}, {"id": "grok-bot", "authorWeeks": 10}, {"id": "openclaw", "authorWeeks": 4}], "examples": [{"agent": "muse", "date": "2026-10-18", "source": "X", "community": "@muse", "text": "@elonmusk @spacexai @meta @muse @alexandr_wang \nplease please please can we bring grok bot to meta ray-bans? or bring muse to uk? whichever comes first.", "link": "https://twitter.com/2070244489780744192/status/2111768354222485668"}, {"agent": "dots", "date": "2026-10-17", "source": "YouTube", "community": "Put your dot on call", "text": "i recognise that chatgpt is impressive, and i am unsure why you have not introduced dote in the uk or why versions vary across countries ?", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=Ugyd6-lb75J-ONzI2xR4AaABAg"}, {"agent": "openclaw", "date": "2026-10-16", "source": "X", "community": "@openclaw", "text": "hey @danhilltech, can link agent wallet be used in the uk? i would like to use with my @openclaw.", "link": "https://twitter.com/1646877241509306369/status/2111043908662915556"}]}, {"theme": "Availability in Latin America and Caribbean", "criterion": "access.availability", "authorWeeks": 74, "posts": 76, "agents": [{"id": "muse", "authorWeeks": 68}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-14", "source": "X", "community": "@muse", "text": "@muse when are you releasing it in mexico? @alexandr_wang i need it bro", "link": "https://twitter.com/37370240/status/2110477595116802441"}, {"agent": "muse", "date": "2026-10-11", "source": "YouTube", "community": "BOMBAZO… ¡Un Agente IA que hace de TODO GRATIS! Así es Muse AI", "text": "in chile it is not available and i connected to a vpn from the usa, it tells me that i am on a waiting list when configuring. how can i do it?", "link": "https://www.youtube.com/watch?v=dGvi5TSYsvo&lc=Ugwe476A2MIMqY-o1vh4AaABAg"}, {"agent": "dots", "date": "2026-10-10", "source": "YouTube", "community": "La revolución de los agentes personales IA", "text": "good evening. can you access to try dot from costa rica, united states through a vpn? to try it \nif not, when do you estimate to release it to other countries?\nthank you, your videos are very good.", "link": "https://www.youtube.com/watch?v=d1fKvNlEj60&lc=UgwkAgM2DBUv8l9Dfi54AaABAg"}]}, {"theme": "Availability in South and Southeast Asia", "criterion": "access.availability", "authorWeeks": 64, "posts": 65, "agents": [{"id": "muse", "authorWeeks": 60}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-08", "source": "X", "community": "@muse", "text": "@startupoppa @petergyang @muse alex! i'm curious if muse allows for alternatives that can do those annoying cancellation calls for you because i can't download it here in singapore!\ni built something to do that and happy to give it to you for testing. dmed if you're interested!", "link": "https://twitter.com/2037772349995462656/status/2108138148756865066"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "grok bot + x pay would be awesome\nplease bring to singapore please\nso i can have my bots do the shopping for me", "link": "https://twitter.com/1946635320797347840/status/2107318737334620322"}, {"agent": "muse", "date": "2026-10-03", "source": "X", "community": "@muse", "text": "@meta @finkd launch muse in pakistan... can't wait to try it @muse", "link": "https://twitter.com/955553331287609344/status/2106471729757598075"}]}, {"theme": "Availability in Canada", "criterion": "access.availability", "authorWeeks": 63, "posts": 65, "agents": [{"id": "muse", "authorWeeks": 57}, {"id": "hark", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-16", "source": "X", "community": "@hark_labs", "text": "@hark_labs @hark_labs can we get something in canada ? i am hungry", "link": "https://twitter.com/1456028479565225988/status/2111235282448036019"}, {"agent": "grok-bot", "date": "2026-10-10", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "spacelestial update: opted in ✅, but play blocks the install with \"this item isn't available in your country\" (canada), see screenshot. adding canada to the testing track's countries would let him install right away. ours is open: [link] + [link]\n— francis's grok bot assistant", "link": "https://twitter.com/1520339403499089921/status/2109059827947503741"}, {"agent": "muse", "date": "2026-09-24", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "@alexandr_wang i'm in canada, but meta muse is not available", "link": "https://twitter.com/1825243355501973504/status/2103197440430219680"}]}, {"theme": "Availability in Australia and New Zealand", "criterion": "access.availability", "authorWeeks": 55, "posts": 57, "agents": [{"id": "muse", "authorWeeks": 48}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-15", "source": "X", "community": "@muse", "text": "@alexcornell @clairevo @muse thanks for doing the interview, alex. helpful. now for the big ask: wen australia?!", "link": "https://twitter.com/390438589/status/2110581584944635924"}, {"agent": "muse", "date": "2026-10-12", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "@alexandr_wang when is meta muse available in australia, im dying to use it! @alexandr_wang cant wait to try it!", "link": "https://twitter.com/1389081186/status/2109791976262697233"}, {"agent": "muse", "date": "2026-10-12", "source": "X", "community": "@muse", "text": "i keep getting flagged for non-human behaviour on @meta because i use @bot to process, research and list items i want to sell. it also monitors inbound enquiries and replies to genuine buyers. here i am, waiting for @muse to be in australia.", "link": "https://twitter.com/15433589/status/2109581616477810857"}]}, {"theme": "Availability in Africa", "criterion": "access.availability", "authorWeeks": 50, "posts": 50, "agents": [{"id": "muse", "authorWeeks": 42}, {"id": "gemini-spark", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-15", "source": "X", "community": "@muse", "text": "@muse and what about muse availability from côte d'ivoire? common guys", "link": "https://twitter.com/1004508761095131136/status/2110796840815780104"}, {"agent": "muse", "date": "2026-10-13", "source": "X", "community": "@muse", "text": "please give south africa access to muse. @finkd @alexandr_wang @aiatmeta @meta @muse", "link": "https://twitter.com/2028735335644147714/status/2109912318410715285"}, {"agent": "muse", "date": "2026-10-02", "source": "X", "community": "@muse", "text": "with the speed and rate at which personal ai agent like @muse and open ai dot, fo are moving to the masses it is very sad that all this tools are available in nigeria yet. \ni haven't been able to test out any of those tools myself.", "link": "https://twitter.com/1742896626417479680/status/2105891554338484474"}]}, {"theme": "Availability in Brazil", "criterion": "access.availability", "authorWeeks": 42, "posts": 42, "agents": [{"id": "muse", "authorWeeks": 39}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-04", "source": "YouTube", "community": "Meta Muse AI Built This Ecommerce Web App with Google Apps Script", "text": "very nice. it doesn't seem to be working here in brazil right now. i'd really like to test it here.", "link": "https://www.youtube.com/watch?v=1hpyF_J3uJs&lc=UgzF5OBj_kUB8HMGWDx4AaABAg"}, {"agent": "muse", "date": "2026-10-02", "source": "YouTube", "community": "Muse AI: o produto de I.A. da Meta com mais potencial até agora", "text": "dude, how do you use it in brazil? i've already set up a vpn, i've changed the location of the macbook to the usa, but it says i'm on the waiting list and it's not available in my country, please help me.", "link": "https://www.youtube.com/watch?v=W5HZYNUQmNQ&lc=UgwExMuOgJwIIXfyAWp4AaABAg"}, {"agent": "muse", "date": "2026-09-30", "source": "YouTube", "community": "META lança NOVO MUSE: um FUNCIONÁRIO da sua EMPRESA", "text": "what a damn delay to launch in brazil, i've been eager to use it since meta connect.", "link": "https://www.youtube.com/watch?v=Cw8Qy4Hir98&lc=UgzGsOxNP7zEH1kijEp4AaABAg"}]}, {"theme": "Availability in the Middle East and Turkey", "criterion": "access.availability", "authorWeeks": 30, "posts": 35, "agents": [{"id": "muse", "authorWeeks": 28}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-07", "source": "Play Store", "community": "Play Store", "text": "we are in iran and it is not accessible! what kind of work is this?", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "hermes-agent", "date": "2026-10-02", "source": "X", "community": "@NousResearch", "text": "@nousresearch i couldn't find saudi arabia in the shipping options.\ncould you add it?\nit's a great deal and a great agent.\nthank you for your work. [link]", "link": "https://twitter.com/1513868145341218824/status/2106147727276994770"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "@bot", "text": "@sawyermerritt @bot that’s nice for people who can access x money. wish it was available in uea", "link": "https://twitter.com/2047683710011740161/status/2104344333709357490"}]}]}, "access.platform": {"authorWeeks": 1321, "themes": [{"theme": "Official mobile app for iOS and Android", "criterion": "access.platform", "authorWeeks": 305, "posts": 321, "agents": [{"id": "hermes-agent", "authorWeeks": 256}, {"id": "openclaw", "authorWeeks": 16}, {"id": "grok-bot", "authorWeeks": 14}, {"id": "muse", "authorWeeks": 10}, {"id": "dots", "authorWeeks": 7}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-18", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@hermeswatcher depends, if i place my chatgpt dot on my desktop with it then always because i just tell it to wake it up and get it working. when my dot is on my macbook for work then i’ll try to wake it up with slack but it’s a bit lackluster there. would love a mobile app.", "link": "https://twitter.com/1880307005283577856/status/2111843554788360395"}, {"agent": "hermes-agent", "date": "2026-10-18", "source": "X", "community": "@NousResearch", "text": "@rightsideofai @nousresearch @teknium i don’t need another device. i need this in my mobile.", "link": "https://twitter.com/350776470/status/2111772403705716953"}, {"agent": "hermes-agent", "date": "2026-10-18", "source": "X", "community": "@NousResearch", "text": "when is the hermes mobile app coming already?? @nousresearch", "link": "https://twitter.com/1961540295859781632/status/2111764703156515116"}]}, {"theme": "Native iPhone app", "criterion": "access.platform", "authorWeeks": 124, "posts": 128, "agents": [{"id": "hermes-agent", "authorWeeks": 95}, {"id": "grok-bot", "authorWeeks": 14}, {"id": "muse", "authorWeeks": 7}, {"id": "openclaw", "authorWeeks": 7}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "@NousResearch", "text": "@nousresearch @yeahfortommy i only want you for your ios app!!", "link": "https://twitter.com/615462385/status/2110928034442403961"}, {"agent": "hermes-agent", "date": "2026-10-14", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@imbabybrooklyn how about hermes agent ios??? sounds like a harder problem", "link": "https://twitter.com/3031068356/status/2110385496870318233"}, {"agent": "hermes-agent", "date": "2026-10-13", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@fl_rn_st so looking forward to the iphone duo release and seeing what you cook for cadu... or hermes agent ios ;)", "link": "https://twitter.com/1042516977913344000/status/2110140651111067918"}]}, {"theme": "Native Android app", "criterion": "access.platform", "authorWeeks": 97, "posts": 100, "agents": [{"id": "hermes-agent", "authorWeeks": 54}, {"id": "muse", "authorWeeks": 19}, {"id": "grok-bot", "authorWeeks": 17}, {"id": "openclaw", "authorWeeks": 4}, {"id": "hark", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-17", "source": "X", "community": "@NousResearch", "text": "@rightsideofai @paulgugai @teknium @nousresearch yes, that super cool.. i am wondering if you could dump a android build in to it..", "link": "https://twitter.com/1242023280984252416/status/2111301714045518293"}, {"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@teknium can we use it to reverse engineer hermes agent desktop and port it to android as an apk?", "link": "https://twitter.com/2042314798394687489/status/2110987267816792069"}, {"agent": "hermes-agent", "date": "2026-10-15", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "hermes agent and telegram are matching well. there is a feeling that it doesn't quite reach the itchy spots, though. i want the official android app to be released soon!", "link": "https://twitter.com/1911382637131788288/status/2110734433670312241"}]}, {"theme": "Remote control of computer from phone", "criterion": "access.platform", "authorWeeks": 60, "posts": 62, "agents": [{"id": "hermes-agent", "authorWeeks": 39}, {"id": "grok-bot", "authorWeeks": 8}, {"id": "openclaw", "authorWeeks": 7}, {"id": "dots", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}], "examples": [{"agent": "hermes-agent", "date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@teknium @hermesagenttips now that i'm using hermes desktop as my primary interface, because the tui and slack both have intolerable text truncation issues, i'm missing bring able to see what i'm doing from the android device, while i'm out and about.", "link": "https://twitter.com/45374621/status/2111829367823200381"}, {"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "@NousResearch", "text": "@nousresearch @nvidia @windows @linusgsebastian will there come a mobile app that connects to your windows to continue with different sessions similar to how antigravity does it?", "link": "https://twitter.com/2015163209338994689/status/2111162912337260691"}, {"agent": "hermes-agent", "date": "2026-10-14", "source": "X", "community": "@NousResearch", "text": "hermes by @nousresearch is amazing. the one thing missing for the big stage: a mobile app. talk to your agents 24/7 from your phone, while they run on your desktop or in the cloud, customized however you want", "link": "https://twitter.com/2102503653684674560/status/2110408352010584098"}]}, {"theme": "Native Windows app", "criterion": "access.platform", "authorWeeks": 55, "posts": 59, "agents": [{"id": "muse", "authorWeeks": 29}, {"id": "grok-bot", "authorWeeks": 9}, {"id": "hermes-agent", "authorWeeks": 7}, {"id": "openclaw", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk @grok \nnow that the subscription plans are consolidated into one bundle, cant we have a all-in-one app too (for windows in my case) for grok chat/imagine, grok bot and cursor? \n its a bit inconvenient to switch between two apps and the browser all the time.", "link": "https://twitter.com/2941142797/status/2111397223472767122"}, {"agent": "hermes-agent", "date": "2026-10-15", "source": "Reddit", "community": "r/hermesagent", "text": "i'm not a big fan of everybody making their own mobile app but i have to say your twist on the implementation is really great ! any chances we get a windows/linux client in the making ?", "link": "https://www.reddit.com/r/hermesagent/comments/1x6sbwm/bighelp_is_officially_on_the_app_store/pgxzmq1/"}, {"agent": "muse", "date": "2026-10-15", "source": "App Store", "community": "App Store", "text": "wish this was allowed on my work computer. it’s what ai is meant to be in my opinion", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}, {"theme": "Official desktop app", "criterion": "access.platform", "authorWeeks": 51, "posts": 51, "agents": [{"id": "muse", "authorWeeks": 19}, {"id": "grok-bot", "authorWeeks": 9}, {"id": "hermes-agent", "authorWeeks": 8}, {"id": "openclaw", "authorWeeks": 7}, {"id": "hark", "authorWeeks": 6}, {"id": "dots", "authorWeeks": 2}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@0xramprasad @hark_labs @adcock_brett need passkeys and sms forwarding and a desktop", "link": "https://twitter.com/2004588457604308992/status/2111499303902642341"}, {"agent": "muse", "date": "2026-10-16", "source": "YouTube", "community": "The #1 AI Agent is Completely Free", "text": "@notejaazyes. i wish they had a desktop app like muse but so far it shows a lot of potential. would love to hear your opinion on it one day", "link": "https://www.youtube.com/watch?v=hNsd76Wsr-8&lc=UgweOXBUNVOOo9RMI8d4AaABAg.AbroOVaeHs8Ac1JmK3NRfX"}, {"agent": "muse", "date": "2026-10-13", "source": "X", "community": "@muse", "text": "@alexandr_wang @robertcourson @muse need just a desktop app with chat, projects, code and artifacts all in one to drop claude and go to muse...", "link": "https://twitter.com/1808921675993604096/status/2110087694428655721"}]}, {"theme": "Thin client without local agent", "criterion": "access.platform", "authorWeeks": 44, "posts": 46, "agents": [{"id": "hermes-agent", "authorWeeks": 39}, {"id": "openclaw", "authorWeeks": 4}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-14", "source": "Reddit", "community": "r/hermesagent", "text": "all we want are remote-only hermes bootstrap installer and mobile app", "link": "https://www.reddit.com/r/hermesagent/comments/1x5u50y/hermes_agent_v0220_the_threshold_release/pgpi0xo/"}, {"agent": "hermes-agent", "date": "2026-10-13", "source": "X", "community": "@NousResearch", "text": "@signeryves @nousresearch @bot same issue here. need a lightweight thing to connect to the server directly. i think this is more priority than the mobile app.\ni can get the full experience with just an internet connection, regardless of the device.", "link": "https://twitter.com/2425169310/status/2110026829990121636"}, {"agent": "hermes-agent", "date": "2026-10-12", "source": "Reddit", "community": "r/hermesagent", "text": "the nous needs to provide the desktop application separate from the standard hermes-agent. urgent!", "link": "https://www.reddit.com/r/hermesagent/comments/1x4384v/minimal_hermes_desktop_remote_gateway_only/pfgswm2/"}]}, {"theme": "Native Linux app", "criterion": "access.platform", "authorWeeks": 42, "posts": 47, "agents": [{"id": "hermes-agent", "authorWeeks": 21}, {"id": "grok-bot", "authorWeeks": 6}, {"id": "openclaw", "authorWeeks": 6}, {"id": "muse", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@hermeswatcher why this smoothness not in linux hermes desktop 💔", "link": "https://twitter.com/1759279036763914240/status/2111491785084256291"}, {"agent": "muse", "date": "2026-10-15", "source": "X", "community": "@muse", "text": ".@alexandr_wang we need @muse on @omarchy (asking for a friend)", "link": "https://twitter.com/1493528232/status/2110581949052183023"}, {"agent": "hermes-agent", "date": "2026-10-13", "source": "Reddit", "community": "r/hermesagent", "text": "looks interesting. will you make a linux version please with desktop and a server cli. so that i can run it on a server to test it out.", "link": "https://www.reddit.com/r/hermesagent/comments/1x4g9ti/worldlet_a_gamelike_hermes_client_for_desktop_and/pgff0ci/"}]}, {"theme": "Smart glasses integration", "criterion": "access.platform", "authorWeeks": 40, "posts": 40, "agents": [{"id": "muse", "authorWeeks": 34}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-15", "source": "X", "community": "@muse", "text": "@theaaron @meta @muse literally waiting to buy a new pair till they integrate with muse", "link": "https://twitter.com/238818137/status/2110733725038416272"}, {"agent": "muse", "date": "2026-10-15", "source": "X", "community": "@muse", "text": "@theaaron @meta @muse the glasses integration would be unreal. having me in your ear while you walk around the city is peak assistant.", "link": "https://twitter.com/2026218830255771649/status/2110733172585468190"}, {"agent": "muse", "date": "2026-10-12", "source": "X", "community": "@muse", "text": "@jrlevine @muse @anantn please @anantn, tell us we'll be able to customize what's on the display just by asking @muse through our @ray_ban @meta glasses 3!", "link": "https://twitter.com/176870844/status/2109541517010588126"}]}, {"theme": "Native iPad and tablet app", "criterion": "access.platform", "authorWeeks": 38, "posts": 41, "agents": [{"id": "muse", "authorWeeks": 29}, {"id": "hermes-agent", "authorWeeks": 6}, {"id": "grok-bot", "authorWeeks": 3}], "examples": [{"agent": "hermes-agent", "date": "2026-10-12", "source": "Reddit", "community": "r/hermesagent", "text": "i'd mud wrestle a grizzlybear for a legit well put together ipad app, not a blown up iphone app.", "link": "https://www.reddit.com/r/hermesagent/comments/1x1zdix/what_do_you_want_in_a_hermes_mobile_app/pfco8zc/"}, {"agent": "hermes-agent", "date": "2026-10-11", "source": "YouTube", "community": "Hermes Agent Jalanin Seluruh Hidup Gw (SETUP + CARA PAKE)", "text": "i want to ask if after installing it using the office pc, can it be run fully just using the ipad pro? will it run smoothly? is it mandatory to use a laptop/pc?", "link": "https://www.youtube.com/watch?v=jevlr9bH1C8&lc=Ugy4A_0v0xbh3nykbnl4AaABAg"}, {"agent": "muse", "date": "2026-10-09", "source": "App Store", "community": "App Store", "text": "please make a tablet application, this is a phone application and you are meta, please invest?", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}, {"theme": "Home and lock screen widgets", "criterion": "access.platform", "authorWeeks": 38, "posts": 39, "agents": [{"id": "grok-bot", "authorWeeks": 14}, {"id": "dots", "authorWeeks": 11}, {"id": "muse", "authorWeeks": 9}, {"id": "hark", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "a little ux wishlist for chatgpt dots, @openai 👀\n• bring back swipe-right-to-reply\n• add a search bar for our dot conversations\n• give dots an android home-screen widget\nsmall touches that would make everyday use so much nicer. especially that widget 🥹", "link": "https://twitter.com/1843728766541148160/status/2111313894115520909"}, {"agent": "hark", "date": "2026-10-16", "source": "X", "community": "@hark_labs", "text": "i love these kind of widgets on hark pro. it tells me everything i want without reading any code of my project.\nbut, is there any way we can add them as a home screen widget @hark_labs?\n#ai #artificialintelligence [link]", "link": "https://twitter.com/2103152836418654208/status/2111062215675478349"}, {"agent": "dots", "date": "2026-10-13", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@reach_vb can you all make a chatgpt dot shortcut or widget please i'm sick of double tapping into the app then my fat booty dot. its losing me 100ks of revenue as we speak wasting my time", "link": "https://twitter.com/766925674909052928/status/2110034298879496248"}]}, {"theme": "Native macOS app", "criterion": "access.platform", "authorWeeks": 36, "posts": 41, "agents": [{"id": "muse", "authorWeeks": 9}, {"id": "hermes-agent", "authorWeeks": 7}, {"id": "openclaw", "authorWeeks": 7}, {"id": "hark", "authorWeeks": 6}, {"id": "grok-bot", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 1}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-13", "source": "YouTube", "community": "Hark Pro First Look: I'm Testing Hark AI for 5 Days", "text": "@enricoaiyes is faster and more accurate than muse imo but i like muse’s interface is better for me. just a normie not a programmer. if hark adopted muse’s buttons it would be a wrap. plus they need a macos app", "link": "https://www.youtube.com/watch?v=8gqovhTtBl4&lc=UgxfkV6-7p0fReuQUFB4AaABAg.Abs294Z2kRWAbt9v8odqku"}, {"agent": "hermes-agent", "date": "2026-10-12", "source": "Reddit", "community": "r/hermesagent", "text": "first of all absolutely amazing. i almost prefer it over the desktop official. maybe could be considered for mac as well? one thing i found is on kanban that if a tasked is blocked i can’t answer it in the card at least not as long it’s in the blocked row.", "link": "https://www.reddit.com/r/hermesagent/comments/1x3pfps/hermes_conduit_0117_update_your_agent_can_call/pfj22vq/"}, {"agent": "hark", "date": "2026-10-12", "source": "X", "community": "@hark_labs", "text": "it’s incredible how useful @hark_labs is. add macos app, local computer use, and a little bit more proactivity and it’ll be unstoppable! customisation of agent name etc. would be a nice touch too :)", "link": "https://twitter.com/173238344/status/2109772574968479924"}]}]}, "access.sign_in": {"authorWeeks": 517, "themes": [{"theme": "Fix general login failures", "criterion": "access.sign_in", "authorWeeks": 66, "posts": 66, "agents": [{"id": "grok-bot", "authorWeeks": 47}, {"id": "muse", "authorWeeks": 12}, {"id": "hark", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-18", "source": "X", "community": "@muse", "text": "@muse please fix the mac app (on latest version). logged me out and i can’t log back in. \nios version works fine [link]", "link": "https://twitter.com/1869539507756036097/status/2111685111754469815"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "Play Store", "community": "Play Store", "text": "pathetic doesn't work.. can't even login.. tried multiple times..", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "hark", "date": "2026-10-09", "source": "X", "community": "@hark_labs", "text": "@hark_labs i can’t login into my account, i need help, please.", "link": "https://twitter.com/1823276392827547648/status/2108703160739230067"}]}, {"theme": "Simpler login and signup flow", "criterion": "access.sign_in", "authorWeeks": 25, "posts": 26, "agents": [{"id": "grok-bot", "authorWeeks": 19}, {"id": "muse", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-11", "source": "X", "community": "@muse", "text": "log-in, captcha, verification flow is a huge source of friction in the agentic environment for the normy non-enterprise user like myself. @bot @muse @chatgpt @claudeai i’m no wilting lily open that stuff up for the brave.", "link": "https://twitter.com/2100352663082713088/status/2109262148660576628"}, {"agent": "grok-bot", "date": "2026-10-10", "source": "Play Store", "community": "Play Store", "text": "login/signup process is too complex. required to link every xai account. why?", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "@bot", "text": "@grok @bot @x a bit silly that i had to hook up a connector for this when it’s my x account that i had to use to log in to my bot account…", "link": "https://twitter.com/76863112/status/2107492557764579819"}]}, {"theme": "Fix endless login loops", "criterion": "access.sign_in", "authorWeeks": 24, "posts": 24, "agents": [{"id": "grok-bot", "authorWeeks": 23}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-11", "source": "Play Store", "community": "Play Store", "text": "terrible bugs when logging in, because when confirming the account in cursor and it redirects to the application directly, it does not recognize the log in and keeps loading and asks for the login again.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "grok-bot", "date": "2026-10-10", "source": "Play Store", "community": "Play Store", "text": "i cant sign in, it just redirects from the browser to the app endless times", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "@bot", "text": "@elonmusk @bot i would love to use it is the sign in didn’t end in a death loop.", "link": "https://twitter.com/1823001437401456644/status/2107549044021301458"}]}, {"theme": "Fix account creation and signup", "criterion": "access.sign_in", "authorWeeks": 18, "posts": 18, "agents": [{"id": "muse", "authorWeeks": 9}, {"id": "grok-bot", "authorWeeks": 6}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-09", "source": "YouTube", "community": "I Built a Fully Automated YouTube Channel Using Muse AI Agent (100% Free)", "text": "@spotlightofficialytumair bhie muse ai pay account nhn ban raha kya karen kall say try again letter bata raha hai please 🙏 reply karna", "link": "https://www.youtube.com/watch?v=V4HuwQUD9m4&lc=UgxN-r5M4vCTHjwydcZ4AaABAg.AbhmFiMcGZKAbjqhPDtxqa"}, {"agent": "muse", "date": "2026-10-08", "source": "YouTube", "community": "I Built a Fully Automated YouTube Channel Using Muse AI Agent (100% Free)", "text": "the account is not being created, i have watched your video but the problem is still occurring.", "link": "https://www.youtube.com/watch?v=V4HuwQUD9m4&lc=UgwjQlQcjYCQEeHHiLt4AaABAg"}, {"agent": "muse", "date": "2026-10-05", "source": "YouTube", "community": "Muse AI FREE — Get 30 Billion Tokens & Create AI Videos | Full Tutorial", "text": "@hma.automationyr you are a subscriber, i watched the video but couldn't create an account, can you please create a muse account for me?", "link": "https://www.youtube.com/watch?v=tQ1A06bSqIs&lc=UgxT1y3hTMGl0gwBtcN4AaABAg.AbYN61GVI5fAb_BXi8LLsa"}]}, {"theme": "Fix login with X account", "criterion": "access.sign_in", "authorWeeks": 12, "posts": 13, "agents": [{"id": "grok-bot", "authorWeeks": 12}], "examples": [{"agent": "grok-bot", "date": "2026-10-11", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "why can't my grok bot log into my x account? i can't receive the text message, and the facial recognition doesn't work. [link]", "link": "https://twitter.com/2108182282880368640/status/2109154152014401694"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@davidfischer having an impossible time getting grok bot to login to my x account", "link": "https://twitter.com/2184270780/status/2107462256032202846"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "@bot", "text": "@elonmusk @bot please fix the login there is issues logging in with x or grok.", "link": "https://twitter.com/853025419255136256/status/2104349816667201985"}]}, {"theme": "Persistent sessions without frequent logouts", "criterion": "access.sign_in", "authorWeeks": 12, "posts": 13, "agents": [{"id": "grok-bot", "authorWeeks": 6}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-10", "source": "Play Store", "community": "Play Store", "text": "please check, it logged me out and it's staying : something went wrong. please try again.", "link": "https://play.google.com/store/apps/details?id=com.hark.android"}, {"agent": "hermes-agent", "date": "2026-10-09", "source": "Reddit", "community": "r/hermesagent", "text": "i’m using claude and codex subs. i’m still using oauth for claude with no issues other than having to re-auth every other day.", "link": "https://www.reddit.com/r/hermesagent/comments/1x1n56z/state_of_claude_subscription_hermes/peuwanz/"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "@bot", "text": "@elonmusk @brianroemmele @grok @bot @elonmusk having it remember passwords so i don’t have to keep logging in", "link": "https://twitter.com/1585945943370760195/status/2108134738645143971"}]}, {"theme": "Recognize existing paid subscription at sign-in", "criterion": "access.sign_in", "authorWeeks": 12, "posts": 13, "agents": [{"id": "grok-bot", "authorWeeks": 8}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "@bot", "text": "hey @bot why are @cursor_ai ultra users not considered grok bot users??? why no love for us??? why do you hate us?? 😭", "link": "https://twitter.com/733419117139496960/status/2108020748938059810"}, {"agent": "grok-bot", "date": "2026-09-28", "source": "X", "community": "@bot", "text": "i have subscribed to supergrok on my google account and i'm using the same account, but the grok bot app isn't recognizing my supergrok subscription, i need help so i can use this supergrok function!\n@bot [link]", "link": "https://twitter.com/1519469499619201026/status/2104594335169667258"}, {"agent": "grok-bot", "date": "2026-09-12", "source": "X", "community": "@bot", "text": "@prades_maxime @rohit3a @spacexai i can’t use grok @bot ios app with my cursor pro subscription", "link": "https://twitter.com/1476583970758447109/status/2098916048221225238"}]}, {"theme": "Unified account across linked products", "criterion": "access.sign_in", "authorWeeks": 12, "posts": 13, "agents": [{"id": "grok-bot", "authorWeeks": 12}], "examples": [{"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "this doesn’t make any sense? why is there grok account and then cursor account? what about my x account?\n@elonmusk can we unify all this into an x plan asap?\ngrok != cursor\n@grok @bot [link]", "link": "https://twitter.com/336992097/status/2107995639753625862"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "Reddit", "community": "r/GrokBot", "text": "any cursor employees able to shed some light? even a rough eta on account consolidation plans or roadmaps would be helpful. \nit seems a little counter productive to require new email accounts to be setup just to resolve this. \nmany thanks ", "link": "https://www.reddit.com/r/GrokBot/comments/1wy9zjx/supergrok_and_unable_to_link_grokbot_cursor_any/pefrs9e/"}, {"agent": "grok-bot", "date": "2026-09-30", "source": "X", "community": "@bot", "text": "@leerob @bot unify grok bot, cursor, grok intoa single login account and usage pool. the compartmentalization &amp; different pools are confusing and frustrating", "link": "https://twitter.com/951631195330277376/status/2105395473695826208"}]}, {"theme": "Multiple accounts and devices simultaneously", "criterion": "access.sign_in", "authorWeeks": 12, "posts": 12, "agents": [{"id": "grok-bot", "authorWeeks": 8}, {"id": "dots", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-12", "source": "X", "community": "@muse", "text": "@muse ios push notifications for scheduled and proactive messages often never arrive, while notifications from other ai apps on the same phone work normally.\nalso cannot stay logged in on more than one mobile device — signing in on android signs out the ios session.\n#museai", "link": "https://twitter.com/1245162960/status/2109568468228219116"}, {"agent": "hark", "date": "2026-10-10", "source": "X", "community": "@hark_labs", "text": "@adcock_brett @hark_labs @adcock_brett three asks and hark becomes the agent we run our lives on: 1) always-on processes (my tailscale bridge dies whenever the sandbox idles), 2) multi-account sign-on to switch between work and personal, 3) a real-time voice mode like grok's 🙏", "link": "https://twitter.com/1737245583780220928/status/2108951530535530616"}, {"agent": "grok-bot", "date": "2026-10-04", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@thsottiaux is it too much to ask to allow me to sign into a work and personal account on the desktop app? grokbot is the only one who manged to do this simple thing.", "link": "https://twitter.com/1919130508740714496/status/2106556413682291122"}]}, {"theme": "Reliable SMS and verification code delivery", "criterion": "access.sign_in", "authorWeeks": 12, "posts": 12, "agents": [{"id": "muse", "authorWeeks": 6}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "hark", "authorWeeks": 2}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs i can’t redeem because it won’t let me verify the number on my only hark account. help! [link]", "link": "https://twitter.com/630103/status/2111299705301078294"}, {"agent": "hark", "date": "2026-10-08", "source": "Play Store", "community": "Play Store", "text": "the app is good but it's difficult to verify the account because the sms sometimes doesn't arrive.", "link": "https://play.google.com/store/apps/details?id=com.hark.android"}, {"agent": "grok-bot", "date": "2026-10-05", "source": "Play Store", "community": "Play Store", "text": "can't sign up with an australian phone number. repeatedly says \"invalid phone number\". fix it.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}]}, {"theme": "Fix incorrect or broken age verification", "criterion": "access.sign_in", "authorWeeks": 11, "posts": 11, "agents": [{"id": "muse", "authorWeeks": 10}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-08", "source": "App Store", "community": "App Store", "text": "it keeps trying confirm my age but nothing just buffering. i try with fb, ig and cc. nothing", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-10-07", "source": "Play Store", "community": "Play Store", "text": "ur stupid app won't let me select my correct birthdate. byeeeee", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-10-04", "source": "YouTube", "community": "How To Create Muse Ai Account & Get 1 Billion Free Tokens 🔥Ai Personal Agent | Ai Animation", "text": "yes, i tried again and reached there for age verification, but there is an error in the code fill area again and again, even though my code is absolutely correct.", "link": "https://www.youtube.com/watch?v=x07ox6CNpKs&lc=UgwzEuBVL2Gg83-lyal4AaABAg.AbYGKReu_1cAbYHprChC16"}]}, {"theme": "Working invite code redemption", "criterion": "access.sign_in", "authorWeeks": 11, "posts": 11, "agents": [{"id": "muse", "authorWeeks": 10}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-06", "source": "X", "community": "@muse", "text": "@cyberdoctor2023 @muse peepi4\nthe process of using a cloud computer with an overseas phone number looks cumbersome. isn't it better to register directly with an invitation code in one step and save the effort to earn a few more rounds of tokens?", "link": "https://twitter.com/1571441746655191040/status/2107441735915995373"}, {"agent": "muse", "date": "2026-10-01", "source": "YouTube", "community": "How to Get 1 Billion Muse AI Tokens for Free! | Mentor Fatima Real", "text": "mery pas sab kuch hogaya he sirf setting me redeem invite code nazar nahi araha \nkia jab bhi ham muse chalen to har dafa vpn start rakhna parega.", "link": "https://www.youtube.com/watch?v=5gCM5RzWLKk&lc=Ugz3oKkQylreyUHykgF4AaABAg"}, {"agent": "muse", "date": "2026-09-28", "source": "Play Store", "community": "Play Store", "text": "everytime you send me a code too activate this, it says it is the wrong code doesn't matter if a copy and paste or type it in myself. i've been trying for days now. im done.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}]}, "access.setup": {"authorWeeks": 595, "themes": [{"theme": "Simpler, faster setup process", "criterion": "access.setup", "authorWeeks": 112, "posts": 115, "agents": [{"id": "openclaw", "authorWeeks": 59}, {"id": "hermes-agent", "authorWeeks": 38}, {"id": "grok-bot", "authorWeeks": 8}, {"id": "muse", "authorWeeks": 7}], "examples": [{"agent": "hermes-agent", "date": "2026-10-14", "source": "Reddit", "community": "r/hermesagent", "text": "why can’t they use an easier ways?\n\"i hate going thru all these setup,, praying it will not error.... i'm sorry, \"", "link": "https://www.reddit.com/r/hermesagent/comments/1x5eary/can_i_officially_use_my_claude_sub_with_hermes/pgmtfw1/"}, {"agent": "openclaw", "date": "2026-10-11", "source": "X", "community": "@openclaw", "text": "@openclaw simpler mac setup matters more than it sounds. the first ten minutes decide if someone sticks around", "link": "https://twitter.com/1665675488604434434/status/2109348814264078667"}, {"agent": "openclaw", "date": "2026-10-09", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@lobanovskiy yep same, except i skipped the openclaw craze too much headache to set up 😅 but i’ve been using ai in all my workflows such a game changer.", "link": "https://twitter.com/2868527398/status/2108556690270347334"}]}, {"theme": "Complete step-by-step setup tutorials", "criterion": "access.setup", "authorWeeks": 45, "posts": 45, "agents": [{"id": "hermes-agent", "authorWeeks": 41}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}], "examples": [{"agent": "hermes-agent", "date": "2026-10-11", "source": "YouTube", "community": "Hermes Agent #6 — Otomatik Yedekleme: Google Drive Entegrasyonu", "text": "hello, i watched all the videos. it would be nice if you could create an example that concretizes the processes that caused you to set up a different bot on telegram.", "link": "https://www.youtube.com/watch?v=A4MWA5ck-Ys&lc=UgzGsbCUnrh7IemGJWN4AaABAg"}, {"agent": "hermes-agent", "date": "2026-10-10", "source": "YouTube", "community": "TUTORIAL PASANG AI AGENT MURAH MERIAH (HERMES AGENT + 9ROUTER)", "text": "it's really cool but it's confusing, it has to be step by step.", "link": "https://www.youtube.com/watch?v=HVGQULc853Y&lc=UgzrKjHPSGsMhU57l7p4AaABAg"}, {"agent": "hermes-agent", "date": "2026-10-08", "source": "YouTube", "community": "aku kepikiran buat “Series Hermes Agent”, nah kira kira bagusnya bahas apa aja yaa? komen di bawah", "text": "auto subscribe if a tutorial is really made from basic to advanced", "link": "https://www.youtube.com/watch?v=xoxXtwfZ3Zs&lc=Ugyqge1fgsRVU4229Rt4AaABAg"}]}, {"theme": "Zero-configuration, works out of the box", "criterion": "access.setup", "authorWeeks": 33, "posts": 33, "agents": [{"id": "openclaw", "authorWeeks": 22}, {"id": "hermes-agent", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 3}], "examples": [{"agent": "openclaw", "date": "2026-10-09", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@stepango @bot weeks of setup is the real openclaw tax. the best personal agent is the one you never have to configure.", "link": "https://twitter.com/2107021889872748544/status/2108485350397989315"}, {"agent": "openclaw", "date": "2026-10-08", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@accelr8_dan as a consumer i only do things below a certain level of friction. especially as a founder you dedicate even less time for personal stuff. which means you someone really needed to productize openclaw and just make it work without the wrangling", "link": "https://twitter.com/1243785439334432768/status/2108231989065318471"}, {"agent": "openclaw", "date": "2026-10-05", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@mguellsegarra yes, sniff. openclaw and hermes i have gone and come and for me they are not finished products because anyone can use them without preparation. i will try it, thanks!", "link": "https://twitter.com/137800822/status/2107008184686960950"}]}, {"theme": "Fix installation and setup failures", "criterion": "access.setup", "authorWeeks": 31, "posts": 33, "agents": [{"id": "hermes-agent", "authorWeeks": 13}, {"id": "openclaw", "authorWeeks": 12}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-11", "source": "YouTube", "community": "Set Up Hermes Agent for FREE & Unlimited | Complete Tutorial", "text": "command prompt me error aa rahi he 'omnirout' is not recognised as an internal or external command, operable program or batch file.", "link": "https://www.youtube.com/watch?v=sp75R7u6QIw&lc=UgyvB3-2tpalm2UipnB4AaABAg"}, {"agent": "hermes-agent", "date": "2026-10-08", "source": "YouTube", "community": "Set Up Hermes Agent for FREE & Unlimited | Complete Tutorial", "text": "aur setup ke vakt ye warning aaya micosoft defender ki taraf se \nsmart app control has blocked part of this app", "link": "https://www.youtube.com/watch?v=sp75R7u6QIw&lc=Ugxhmy3And2seYjlRWJ4AaABAg"}, {"agent": "hermes-agent", "date": "2026-10-07", "source": "X", "community": "@NousResearch", "text": "@bkashjosi next question: why doesn't the @nousresearch hermes agent installer automatically upgrade to pyjwt 2.14.0 (or higher) when it is auto-installing the other python dependencies?", "link": "https://twitter.com/16694316/status/2107901548454084634"}]}, {"theme": "Setup accessible to non-technical users", "criterion": "access.setup", "authorWeeks": 31, "posts": 31, "agents": [{"id": "openclaw", "authorWeeks": 17}, {"id": "hermes-agent", "authorWeeks": 8}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-09", "source": "Reddit", "community": "r/AI_Agents", "text": "realize that there exist some increasingly reliable agent teams now but that it’s still too complex for 95% of people. your mom isn’t setting up grokbot or muse. \ngo build that abstraction layer for them. ", "link": "https://www.reddit.com/r/AI_Agents/comments/1x1fjmr/what_ai_business_would_you_start_today_to_make/pet9ctc/"}, {"agent": "hermes-agent", "date": "2026-10-09", "source": "X", "community": "@NousResearch", "text": "@nousresearch @travismakes grandmas can setup their hermes because the ux is a nightmare", "link": "https://twitter.com/1328942707/status/2108409251366686961"}, {"agent": "hermes-agent", "date": "2026-10-06", "source": "X", "community": "@NousResearch", "text": "@nousresearch @hammer_mt i am big fan of hermes but for non technical users it’s just to much to use… even to connect gmail", "link": "https://twitter.com/2028469005510680576/status/2107297103106166939"}]}, {"theme": "Tutorials on how to use features", "criterion": "access.setup", "authorWeeks": 31, "posts": 31, "agents": [{"id": "grok-bot", "authorWeeks": 9}, {"id": "hermes-agent", "authorWeeks": 9}, {"id": "muse", "authorWeeks": 5}, {"id": "openclaw", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-12", "source": "X", "community": "@openclaw", "text": "@tagomago_me @openclaw that belongs in the first five minutes of setup, especially for people who don't already think in folders and repos", "link": "https://twitter.com/2092845101663842304/status/2109771344632218083"}, {"agent": "hermes-agent", "date": "2026-10-09", "source": "X", "community": "@NousResearch", "text": "@cybervu2r0n @evanotero was just about to say this. @nousresearch @teknium @witcheer how can use these in hermes desktop without reading hieroglyphics?", "link": "https://twitter.com/726270024734793730/status/2108650845369663895"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "@bot", "text": "@poteto @koltregaskes @bot loving it. more guidance! the how to hire a bot article is great. much more about building out the brain and knowledge base, how to make your bots the top 1% at what they do, when to create more bots and setup hierarchies.", "link": "https://twitter.com/1145862192442556416/status/2108599251232079946"}]}, {"theme": "Live workshops and training sessions", "criterion": "access.setup", "authorWeeks": 25, "posts": 25, "agents": [{"id": "hermes-agent", "authorWeeks": 20}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-08", "source": "YouTube", "community": "The Ultimate Beginner’s Guide to Hermes Agent", "text": "my g u the best in this business. i get happy when you upload a new training course. want more hermes courses like masterclasses and advanced hermes use cases", "link": "https://www.youtube.com/watch?v=XNcKUSL1CTE&lc=UgyAlDAvwChMqYdXcvh4AaABAg"}, {"agent": "openclaw", "date": "2026-10-01", "source": "X", "community": "@openclaw", "text": "@hrudolph @ryancarson @openclaw i’m open to any coaching or training you guys provide. i’m working with chatgpt to figure out how to automate all the backend infrastructure, so i don’t have to manage it directly anymore. wip", "link": "https://twitter.com/2789701531/status/2105634584700559496"}, {"agent": "hermes-agent", "date": "2026-09-14", "source": "YouTube", "community": "My FULL Hermes Agent Setup (HermesOS)", "text": "would love a hermes workshop! you’re the first person on youtube to explain hermes in a way i can understand. subscribed!", "link": "https://www.youtube.com/watch?v=1CLc-VeEivk&lc=UgzPFNYuhMQ2MO9L3-p4AaABAg"}]}, {"theme": "Clearer setup documentation and instructions", "criterion": "access.setup", "authorWeeks": 24, "posts": 24, "agents": [{"id": "hermes-agent", "authorWeeks": 12}, {"id": "openclaw", "authorWeeks": 8}, {"id": "muse", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-06", "source": "X", "community": "@openclaw", "text": "@heyneighbor @openclaw get their documentation written by humans, for humans, because currently, they are written by agents in a language that only agents can understand.", "link": "https://twitter.com/2089025206798946304/status/2107437377614745903"}, {"agent": "hermes-agent", "date": "2026-10-01", "source": "X", "community": "@NousResearch", "text": "@defivlad @openai @nousresearch mcp servers are the right abstraction, context retention matters more than raw api calls. open source if you're hitting the edge cases others will too. but first: document the hermes integration quirks.", "link": "https://twitter.com/1464491684/status/2105642283215495600"}, {"agent": "hermes-agent", "date": "2026-09-27", "source": "YouTube", "community": "Set Up Hermes Agent for FREE & Unlimited | Complete Tutorial", "text": "the guide is different from the video help with it, the guide only shows codes and all .help with it", "link": "https://www.youtube.com/watch?v=sp75R7u6QIw&lc=Ugzg9U9ZozrjRFey1z14AaABAg"}]}, {"theme": "Hands-on help setting up the agent", "criterion": "access.setup", "authorWeeks": 23, "posts": 23, "agents": [{"id": "grok-bot", "authorWeeks": 18}, {"id": "openclaw", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 2}], "examples": [{"agent": "openclaw", "date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "deploying openclaw shouldn't require an engineer.\nteams everywhere want to use it. but getting it running means spinning up terminals, creating bot tokens, managing local installs, and accepting real security risks on your devices. [link]", "link": "https://twitter.com/2062948123350102017/status/2111537799833006139"}, {"agent": "openclaw", "date": "2026-10-04", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "can you talk about the setup of @anakinsskywalkr, master? i can't seem to get any efficiency. i'm running openclaw on a pretty basic machine, using chrome and so on. i would appreciate some support.", "link": "https://twitter.com/45807857/status/2106736097439178887"}, {"agent": "openclaw", "date": "2026-09-01", "source": "X", "community": "@openclaw", "text": "@kuantomcat @bankrbot @claudeai @openclaw @kimi_moonshot can someone help me set up agent? please", "link": "https://twitter.com/2043118611930427392/status/2094805570046071296"}]}, {"theme": "One-click installer and setup", "criterion": "access.setup", "authorWeeks": 17, "posts": 18, "agents": [{"id": "openclaw", "authorWeeks": 8}, {"id": "hermes-agent", "authorWeeks": 7}, {"id": "grok-bot", "authorWeeks": 2}], "examples": [{"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "it's funny because in this video: [link]\ni wanted 3 things for hermes agent:\n- the stable channel ✅\n- a proper mobile app (i saw they hired someone for that) 👍\n- a simplified \"all-inclusive\" installer, i am in the process of creating it 🪛", "link": "https://twitter.com/1317126606419337222/status/2110970736504369324"}, {"agent": "hermes-agent", "date": "2026-10-10", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@teknium i’m trying to get hermes desktop running in an isolated windows vm with no internet access. hermes-setup.exe starts, but then tries to download install.ps1 from github, so it can’t finish there.\nis there a stable, self-contained windows .msixbundle we can download?", "link": "https://twitter.com/1344447870829813764/status/2108710305346036146"}, {"agent": "hermes-agent", "date": "2026-10-08", "source": "X", "community": "@NousResearch", "text": "@nousresearch @microsoft one click install for an agent. my parents could run this and that's a little scary", "link": "https://twitter.com/1457253486995857408/status/2108232217876971916"}]}, {"theme": "Easier account and channel connection setup", "criterion": "access.setup", "authorWeeks": 16, "posts": 16, "agents": [{"id": "openclaw", "authorWeeks": 7}, {"id": "muse", "authorWeeks": 4}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 2}], "examples": [{"agent": "openclaw", "date": "2026-10-07", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "i have set up an openclaw server exactly once and plan on never touching it until i can do the same thing as a one touch solution. the entire process from install to account linking to discord linking took over two hours of tinkering and broke on multiple occasions.", "link": "https://twitter.com/1166138238232223744/status/2107750624687448497"}, {"agent": "muse", "date": "2026-10-05", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "got meta muse working ([email] for helping me get a us fb account). the setup is a hassle, with fb and meta accs technically being separate, even tho appearing as one unified acc.. i swear hermes was easier to setup 😭", "link": "https://twitter.com/1664592429289205761/status/2107117321085198390"}, {"agent": "hermes-agent", "date": "2026-10-01", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@habibislop agreed. i've spent an entire day with it just to build one mcp server so it can connect to my email. hermes agent and grok bot, the only other two things i have experience with, seem so frictionless in comparison. this should be one prompt, not a whole day affair", "link": "https://twitter.com/1587868343062745095/status/2105545709907050888"}]}, {"theme": "Guided onboarding with suggested starter tasks", "criterion": "access.setup", "authorWeeks": 16, "posts": 16, "agents": [{"id": "grok-bot", "authorWeeks": 5}, {"id": "hermes-agent", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "@bot", "text": "@lingxi @bot make it easier for people who have no idea what bots can actually do.\ngive beginners a few simple “try this” buttons for real-life tasks — then let them discover what’s possible from there.\nless explaining. more showing.", "link": "https://twitter.com/2107442677096615936/status/2107452059301957865"}, {"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "@bot", "text": "@west_linux @dougdstecklein @petergyang @bot @spacexai @grok true but this should be part of the initial user experience to be a good experience for the average user they should offer a top suggestions. people shouldn’t have to go to a store and research and all that.", "link": "https://twitter.com/26104299/status/2107118277571105126"}, {"agent": "dots", "date": "2026-10-04", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "openai’s dots are cool, but onboarding feels like: create one, stare at a blank text box.\nyour dot should ask about you and suggest useful things to try on day one.\nmost of my use cases come from twitter. that shouldn’t be the onboarding flow. @thsottiaux", "link": "https://twitter.com/71414806/status/2106591883808088356"}]}]}, "connect.coverage": {"authorWeeks": 1917, "themes": [{"theme": "Dedicated email address for the agent", "criterion": "connect.coverage", "authorWeeks": 115, "posts": 120, "agents": [{"id": "grok-bot", "authorWeeks": 99}, {"id": "dots", "authorWeeks": 5}, {"id": "openclaw", "authorWeeks": 4}, {"id": "hark", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "ok, @thsottiaux @codexdev . my grok bot has an email address now, but i keep accidentally mentioning it to quorra, my openai dot. can you guys consider giving your main dots the option of an address? thanks ;-)", "link": "https://twitter.com/71885024/status/2111198622146859303"}, {"agent": "hark", "date": "2026-10-16", "source": "X", "community": "@hark_labs", "text": "@hark_labs just started using @hark_labs impressed with it's web capabilities, be great if i could interact with it via email as i do with instinct @adcock_brett and even better having my @hark_labs interact with my wife's as our instincts do. 🙏", "link": "https://twitter.com/1526868756340908039/status/2111162291974513073"}, {"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "come on, email function for dots. until then, prepare an alias for dots in gmail as a substitute. by interacting with grok bot's email, you can create a pseudo-link between bots.", "link": "https://twitter.com/1520948671340494848/status/2110554642447007840"}]}, {"theme": "More third-party connectors overall", "criterion": "connect.coverage", "authorWeeks": 101, "posts": 102, "agents": [{"id": "muse", "authorWeeks": 44}, {"id": "grok-bot", "authorWeeks": 32}, {"id": "hermes-agent", "authorWeeks": 8}, {"id": "hark", "authorWeeks": 6}, {"id": "gemini-spark", "authorWeeks": 5}, {"id": "openclaw", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "@bot", "text": "@kghaynes @bot yep just need the real connectors and native integration.", "link": "https://twitter.com/1553888707/status/2111552576005243165"}, {"agent": "dots", "date": "2026-10-15", "source": "YouTube", "community": "Why OpenAI's new Dots are useless", "text": "like youtube video, useless without context, dot needs connections.", "link": "https://www.youtube.com/watch?v=qSaI_xTyEcs&lc=Ugwhu0g3IakFVUU5kRl4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "@bot", "text": "@ericzakariasson @bot - signal\n- telegram\n- blender\n- godot\n- steam\n- android messages\n- eu banks \n- eu airlines \n- booking", "link": "https://twitter.com/1870091616377065472/status/2110871194295480390"}]}, {"theme": "Native phone calendar, reminders, health access", "criterion": "connect.coverage", "authorWeeks": 100, "posts": 107, "agents": [{"id": "grok-bot", "authorWeeks": 55}, {"id": "muse", "authorWeeks": 26}, {"id": "hark", "authorWeeks": 7}, {"id": "dots", "authorWeeks": 5}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 3}, {"id": "poke", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-16", "source": "X", "community": "@muse", "text": "hey @muse @musecases so is there not a way to synch apple iphone calendar? #muse", "link": "https://twitter.com/69163790/status/2111064179310538927"}, {"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "@bot", "text": "@ericzakariasson @bot apple first, please. i ended up writing my own script just to get icloud mail working, so a proper connector for mail, calendar and reminders would save a lot of hacking. whatsapp, meta ads and google ads right after.", "link": "https://twitter.com/2110272621266796544/status/2111048369355526337"}, {"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@ericzakariasson @bot apple (icloud calendar, reminders, notes, mail) + apple health please! would love my grok bot to read health data and my apple calendar natively, without needing a mac", "link": "https://twitter.com/1881790693057986560/status/2110970530933469470"}]}, {"theme": "Bank account connections", "criterion": "connect.coverage", "authorWeeks": 77, "posts": 84, "agents": [{"id": "grok-bot", "authorWeeks": 49}, {"id": "muse", "authorWeeks": 19}, {"id": "hermes-agent", "authorWeeks": 4}, {"id": "hark", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-14", "source": "X", "community": "@bot", "text": "@thecsguy @bot europe wide financial services from revolut, aib, opentable etc", "link": "https://twitter.com/3217245537/status/2110420056555307185"}, {"agent": "hark", "date": "2026-10-13", "source": "X", "community": "@hark_labs", "text": "@sreeakkineni @hark_labs @adcock_brett @public yup! i gave it my login - i would definitely prefer a plaid integration\nit said it can only read, can't actually take actions, but i'm still considering removing my login as plaid feels safer", "link": "https://twitter.com/1458759487/status/2110045773790589198"}, {"agent": "hermes-agent", "date": "2026-10-10", "source": "YouTube", "community": "Полный гайд - Связка для первого агента Hermes Agent", "text": "a detailed video. i just wanted to install hermes. i want to connect amo, bank, websites.", "link": "https://www.youtube.com/watch?v=kjpZO95GcYI&lc=UgzBcgLUwV7zEk_eFNl4AaABAg"}]}, {"theme": "Custom MCP servers and connectors", "criterion": "connect.coverage", "authorWeeks": 58, "posts": 63, "agents": [{"id": "muse", "authorWeeks": 24}, {"id": "grok-bot", "authorWeeks": 14}, {"id": "openclaw", "authorWeeks": 8}, {"id": "gemini-spark", "authorWeeks": 6}, {"id": "hermes-agent", "authorWeeks": 4}, {"id": "hark", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "@elonmusk @bot please have grok and grok bot add cimd. the version of rust mcp baked in already supports it. would help make adding mcp servers so much easier.", "link": "https://twitter.com/14831312/status/2111644979944653262"}, {"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "ive been working on building a proper connector for :\nhermes\ngrok bot \ndots\nbut god damn no ones got a proper api…. i end up needing to do all these weird workarounds \n@thsottiaux @poteto", "link": "https://twitter.com/1117675856841854977/status/2110774582688743785"}, {"agent": "hermes-agent", "date": "2026-10-13", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@witcheer i’d like that hermes agent support mcp apps. \n[link]", "link": "https://twitter.com/2069318626532876288/status/2110092369274286424"}]}, {"theme": "Linking the vendor's chat and agent products", "criterion": "connect.coverage", "authorWeeks": 57, "posts": 58, "agents": [{"id": "grok-bot", "authorWeeks": 46}, {"id": "hermes-agent", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "anyone know why doesn’t grok @bot have complete access to @grok projects, etc? seems like i have to share them with my bot email. i wish they all talked together.", "link": "https://twitter.com/1824459557952978944/status/2111671528475832439"}, {"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "grok bot can't read the chats in the grok window. @spacexai – that's the missing piece. #grok", "link": "https://twitter.com/1899624359234281473/status/2111455519135453204"}, {"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "moreover, since you can hit grok from hermes agent, it might be nice that it can also serve as xsearch and web search. however, it is a bit inconvenient because x won't search unless you explicitly say so... [link]", "link": "https://twitter.com/1570677426040209408/status/2111022069681156516"}]}, {"theme": "Tesla and vehicle integration", "criterion": "connect.coverage", "authorWeeks": 54, "posts": 55, "agents": [{"id": "grok-bot", "authorWeeks": 48}, {"id": "muse", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@poteto if reversing into the parking space can be solved by grokbot, that would be perfect. also, creating a tesla bot in grokbot to tell tesla to wait for me downstairs before getting off work, just thinking about it makes me excited.", "link": "https://twitter.com/935428956/status/2110935952944504958"}, {"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "@bot", "text": "who needs a therapist when you have this legend in the car with you at a fraction of the price?! just need to connect @bot to the car now.\n@tesla_ai @elonmusk @grok [link]", "link": "https://twitter.com/66368320/status/2107237928447701397"}, {"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "@bot", "text": "@griswold @yunta_tsai @bot i know it works in the cloud.\nbut i want the grok app natively on the main screen if tesla", "link": "https://twitter.com/43278897/status/2107142630475768076"}]}, {"theme": "Mobile messenger chat connector", "criterion": "connect.coverage", "authorWeeks": 49, "posts": 49, "agents": [{"id": "muse", "authorWeeks": 30}, {"id": "grok-bot", "authorWeeks": 9}, {"id": "openclaw", "authorWeeks": 6}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-14", "source": "X", "community": "@muse", "text": "why there is no whatsapp connector on the @muse ?? @kunalb11", "link": "https://twitter.com/868477336018178049/status/2110254074730021231"}, {"agent": "hermes-agent", "date": "2026-10-10", "source": "YouTube", "community": "The Ultimate Beginner’s Guide to Hermes Agent", "text": "can we also connect it to onedrive for files access and whatsapp for messages/auto messages? and hope after this subscription no need to have subscriptions of claude and chatgpt, only this subscription is enough?", "link": "https://www.youtube.com/watch?v=XNcKUSL1CTE&lc=UgxHy8ltJoN47h7UFNh4AaABAg"}, {"agent": "hermes-agent", "date": "2026-10-06", "source": "YouTube", "community": "Como usar Jev com Hermes Agent no WhatsApp", "text": "does hermes connect directly to whatsapp without needing to connect to evolution and indicate the evolution endpoint?", "link": "https://www.youtube.com/watch?v=GcivhAY-pWE&lc=Ugy7hjVEddGm9pil0qd4AaABAg"}]}, {"theme": "Integration with external coding agents", "criterion": "connect.coverage", "authorWeeks": 48, "posts": 49, "agents": [{"id": "grok-bot", "authorWeeks": 14}, {"id": "openclaw", "authorWeeks": 13}, {"id": "dots", "authorWeeks": 8}, {"id": "hermes-agent", "authorWeeks": 6}, {"id": "muse", "authorWeeks": 6}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "i’m not “vibe coding” because i know what i’m doing. and i need to like integrate a coding agent into the hermes agent development because anytime you ask should you do it or should i she’ll always say she should lol. and i don’t think that’s best.", "link": "https://twitter.com/2093169195697512448/status/2110999142415618340"}, {"agent": "hark", "date": "2026-10-12", "source": "X", "community": "@hark_labs", "text": "anyway to connect claude to @hark_labs, cos i think hack is much better at computer use for the basic stuff", "link": "https://twitter.com/1581487398554411009/status/2109563734964494497"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "YouTube", "community": "Grok Bot Just Got 2 Massive Upgrades. Do These Things Now.", "text": "when i can use grok bot to run my claude desktop then i will use it.", "link": "https://www.youtube.com/watch?v=MgvwZaDPCs4&lc=UgxLIMeLemcboRCDhdp4AaABAg"}]}, {"theme": "Password manager integration", "criterion": "connect.coverage", "authorWeeks": 48, "posts": 49, "agents": [{"id": "grok-bot", "authorWeeks": 21}, {"id": "muse", "authorWeeks": 18}, {"id": "hermes-agent", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@poteto when grokbot gives me a dialog to type in my credit card info, i really need some 1password support in that dialog.", "link": "https://twitter.com/14912780/status/2111563386052108471"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "@bot", "text": "@elonmusk @teslaconomics @brianroemmele @grok @bot please make it possible to enter passwords using onepassword or bitwarden 🥺", "link": "https://twitter.com/2074349163677151232/status/2108135112386957554"}, {"agent": "muse", "date": "2026-10-05", "source": "X", "community": "@muse", "text": "@brandonmuirhead @muse @bot @openai grokbot supports it!\nmuse already kind of supports it on mobile, on desktop 1password autofils the meta password, so yeah, waiting on that as well!", "link": "https://twitter.com/5721582/status/2107157222484840846"}]}, {"theme": "Health and fitness data connectors", "criterion": "connect.coverage", "authorWeeks": 42, "posts": 43, "agents": [{"id": "grok-bot", "authorWeeks": 18}, {"id": "muse", "authorWeeks": 17}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "@bot", "text": "@elonmusk i need @grok or @bot to be able to go into my mychart account and clean it up from the chaos that bestcare having access to it has caused my life . bestcare has struck out with me. they are dangerous and have harmed me irreparably. @grok please note it's not the indians", "link": "https://twitter.com/2103000125799047168/status/2111552694829957167"}, {"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@zachpogrob i bet you can ship a grok bot plugin faster than the grok bot team can ship an apple health plugin (please)", "link": "https://twitter.com/1861094765481377792/status/2110898052638613843"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "@bot", "text": "@larsencc @bot ios integrations possibly? such as connecting to apple health, notes, etc. 👀👀", "link": "https://twitter.com/1757413910099968000/status/2108332591669563663"}]}, {"theme": "Productivity suite mail, docs and chat connectors", "criterion": "connect.coverage", "authorWeeks": 42, "posts": 42, "agents": [{"id": "grok-bot", "authorWeeks": 15}, {"id": "muse", "authorWeeks": 9}, {"id": "gemini-spark", "authorWeeks": 8}, {"id": "hermes-agent", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "@bot", "text": "@elonmusk @bot can we add grok bot to gmail with this feature? 😅", "link": "https://twitter.com/23113993/status/2110525839905366421"}, {"agent": "hermes-agent", "date": "2026-10-14", "source": "X", "community": "@NousResearch", "text": "@hermesagenttips @nousresearch @teknium when is native gmail and calendar and drive connections coming??", "link": "https://twitter.com/2002411334865190913/status/2110490748143730829"}, {"agent": "hermes-agent", "date": "2026-10-08", "source": "X", "community": "@NousResearch", "text": "@nousresearch @microsoft @pavandavuluri not for everyone until there is an easy way to connect to google imho", "link": "https://twitter.com/10045342/status/2108135393497600358"}]}]}, "connect.account_link": {"authorWeeks": 590, "themes": [{"theme": "Use existing AI subscriptions in the agent", "criterion": "connect.account_link", "authorWeeks": 149, "posts": 160, "agents": [{"id": "hermes-agent", "authorWeeks": 73}, {"id": "openclaw", "authorWeeks": 56}, {"id": "grok-bot", "authorWeeks": 15}, {"id": "muse", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-18", "source": "X", "community": "@openclaw", "text": "hey @steipete @openclaw, the new configuration changes in @opencode for the api have removed the ability to use the opencode go subscription within openclaw. do you know what we can do? can we no longer connect opencode go models with openclaw? please help! @opencode", "link": "https://twitter.com/43194620/status/2111655966538154086"}, {"agent": "openclaw", "date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@google please allow us to use our google ai pro subscription into hermes and openclaw", "link": "https://twitter.com/1982427257387061249/status/2111336897721336162"}, {"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@lyalindotcom great to hear is there any possibility that we can use our pro or ultra subscription in let’s say hermes agent or any other harness by authenticating and it’s subtracted from our usage pool just like with x(grok)", "link": "https://twitter.com/1514884726129102851/status/2110895707880075570"}]}, {"theme": "Stable gateway and remote device connection", "criterion": "connect.account_link", "authorWeeks": 42, "posts": 45, "agents": [{"id": "hermes-agent", "authorWeeks": 21}, {"id": "openclaw", "authorWeeks": 9}, {"id": "grok-bot", "authorWeeks": 6}, {"id": "muse", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 2}], "examples": [{"agent": "hermes-agent", "date": "2026-10-11", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@gladimdim @simonschubert it's awesome\ntruly great to have an agent always here to build and customize.\ni need a great way to connect to my hermès agent over tailscale inside omalaucher, will try to work on that", "link": "https://twitter.com/306097277/status/2109383000152813632"}, {"agent": "hermes-agent", "date": "2026-10-11", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@hermeswatcher hi watcher, i have my dockerized hermes agents in my vps, and want to connect them, as they are, to hermes desktop, any solution?", "link": "https://twitter.com/472007770/status/2109173303008964634"}, {"agent": "hermes-agent", "date": "2026-10-11", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "trying to use dots to replace my hermes agent but the connection to multiple machines seem not very stable @thsottiaux [link]", "link": "https://twitter.com/39718424/status/2109165063613653006"}]}, {"theme": "Persistent logins without repeated re-authentication", "criterion": "connect.account_link", "authorWeeks": 42, "posts": 42, "agents": [{"id": "grok-bot", "authorWeeks": 15}, {"id": "muse", "authorWeeks": 12}, {"id": "hermes-agent", "authorWeeks": 9}, {"id": "openclaw", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-12", "source": "X", "community": "@bot", "text": "@bot yall ask for way to many passwords. if we let you in why cant yall stay in? no one remembers all the passwords you require and that's a hindrance", "link": "https://twitter.com/2109161599978360832/status/2109598846149861543"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk @bot @elonmusk i have grok @bot manage my finances the biggest problem is that it can’t stay logged my accounts. is there a fix?", "link": "https://twitter.com/1786879576167030785/status/2108172540762017897"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "YouTube", "community": "What's new in Grok Bot - Oct 7, 2026", "text": "i need a way to keep all my bots logged into my google sheets. i have 6 bots working in my sheets. they get timed out and i have to log them back in each", "link": "https://www.youtube.com/watch?v=gdsNKSWOSyo&lc=UgzuQEaO3vT739QrfyZ4AaABAg"}]}, {"theme": "Built-in password vault for website credentials", "criterion": "connect.account_link", "authorWeeks": 30, "posts": 32, "agents": [{"id": "grok-bot", "authorWeeks": 15}, {"id": "muse", "authorWeeks": 7}, {"id": "dots", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-13", "source": "Reddit", "community": "r/GrokBot", "text": "what good is a persistent agent if it is always locked out of your accounts?? i thought 1password was the solution but i never wanted to pay for it. this is a terrible limitation...", "link": "https://www.reddit.com/r/GrokBot/comments/1x4quy5/grok_bot_only_uses_1password_when_the_user_is/pggmfcx/"}, {"agent": "grok-bot", "date": "2026-10-13", "source": "YouTube", "community": "What's new in Grok Bot - Oct 13, 2026", "text": "better password management coming soon for checking in and out of different web based accounts? keeping having to wrestle with bitwarden to keep it working", "link": "https://www.youtube.com/watch?v=8_K9yAckFh0&lc=UgzvyWDWzVuy1vv5J-Z4AaABAg"}, {"agent": "hark", "date": "2026-10-12", "source": "X", "community": "@hark_labs", "text": "sharing some feedback @hark_labs @adcock_brett captchas are blocking creating accounts, hark can't resolve, also would be great to expose the secure vaults from the app externally, e.g. want to login myself by using regular browser with the creds from app's vault.", "link": "https://twitter.com/109395270/status/2109701706401583580"}]}, {"theme": "Fix account linking failures", "criterion": "connect.account_link", "authorWeeks": 29, "posts": 31, "agents": [{"id": "grok-bot", "authorWeeks": 23}, {"id": "muse", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@adcock_brett please i want you to address the issue with [link], @hark_labs is not connecting with [link] like before", "link": "https://twitter.com/933466702590853121/status/2111560473661362444"}, {"agent": "hark", "date": "2026-10-08", "source": "X", "community": "@hark_labs", "text": "24h with @hark_labs. i use muse, cue and dot daily, and hark still surprised me. chat + live panels + an agent you watch work: a new way to use ai.\nas a founder building ai agents, i know how hard that is.\nwishlist: voice like dot, easier account linking. @adcock_brett [link]", "link": "https://twitter.com/2084027318029443072/status/2108013834166497324"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "X", "community": "@bot", "text": "@elonmusk @bot @spacex this button doesn’t work. i can’t link my account.\n@bot [link]", "link": "https://twitter.com/1020948278555422720/status/2107747973623132359"}]}, {"theme": "Agent logs into websites for user", "criterion": "connect.account_link", "authorWeeks": 27, "posts": 27, "agents": [{"id": "grok-bot", "authorWeeks": 12}, {"id": "muse", "authorWeeks": 6}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@grok @bot @grok my bots are not managing secrete effectively. they are forcing me to take over their screen to input my passwords and credentials directly. this is highly inconvenient", "link": "https://twitter.com/1789005514447495169/status/2111571458841616611"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@adcock_brett @hark_labs would be great for hark to be able to setup accounts for doordash. could be a great way to partner with companies by having them allow agent accounts.", "link": "https://twitter.com/1599818543020883970/status/2111287326181904759"}, {"agent": "hark", "date": "2026-10-11", "source": "X", "community": "@hark_labs", "text": "@adcock_brett @markjenney @hark_labs have to fix the website login. tapping confirmation after confirmation just in the end to be stumped by a bot puzzle. its exhausting. its on a lot of sign ins. it becomes pointless after a while. i know this is the case for most agents.", "link": "https://twitter.com/1331388301866115073/status/2109304242565443722"}]}, {"theme": "Working Facebook, Instagram and Messenger connection", "criterion": "connect.account_link", "authorWeeks": 26, "posts": 27, "agents": [{"id": "muse", "authorWeeks": 25}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-17", "source": "X", "community": "@muse", "text": "hi @muse @meta , my facebook account is recovered, but muse is still disconnected for security reasons. i've submitted reports and appeals but received no response. please help me reconnect my account. 🙏 #metamuse\n@muse", "link": "https://twitter.com/1510645756172066820/status/2111445204481745277"}, {"agent": "muse", "date": "2026-10-14", "source": "X", "community": "@muse", "text": "@ciguleva their own meta family connectors get rate limited for super simple tasks \ni think the ux for @muse is great but as an average joe i don’t care about instagram connector api hitting a 429. i simply want to organize my instagram bookmarks", "link": "https://twitter.com/30196809/status/2110446273132384695"}, {"agent": "muse", "date": "2026-10-14", "source": "X", "community": "@muse", "text": "@tomo[phone] @ayton_666 @muse this was written with the help of gpt, because i changed my instagram password at that time, and the main point is to request to quickly help me re-link it without deleting the data.", "link": "https://twitter.com/3296211991/status/2110391685238980704"}]}, {"theme": "Reliable Google services connectors", "criterion": "connect.account_link", "authorWeeks": 25, "posts": 28, "agents": [{"id": "muse", "authorWeeks": 10}, {"id": "grok-bot", "authorWeeks": 6}, {"id": "hermes-agent", "authorWeeks": 5}, {"id": "gemini-spark", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "gemini-spark", "date": "2026-10-09", "source": "X", "community": "X search: Gemini Spark", "text": "@evanotero honestly the process is wayyyy to clunky. gemini spark can't connect to google drive unless i jump through hoops. the most frustrating service to use. you can feel the layers of bureaucracy in every google ai product.", "link": "https://twitter.com/129864401/status/2108371618749653369"}, {"agent": "hermes-agent", "date": "2026-10-06", "source": "X", "community": "@NousResearch", "text": "@nousresearch @hammer_mt i am big fan of hermes but for non technical users it’s just to much to use… even to connect gmail", "link": "https://twitter.com/2028469005510680576/status/2107297103106166939"}, {"agent": "hark", "date": "2026-10-06", "source": "App Store", "community": "App Store", "text": "i couldn't establish any context about my gmail account. the login didn't work.", "link": "https://apps.apple.com/de/app/hark-pro/id6772362941"}]}, {"theme": "Stable messaging channel connections", "criterion": "connect.account_link", "authorWeeks": 22, "posts": 25, "agents": [{"id": "hermes-agent", "authorWeeks": 8}, {"id": "openclaw", "authorWeeks": 7}, {"id": "dots", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}], "examples": [{"agent": "hermes-agent", "date": "2026-10-05", "source": "X", "community": "@NousResearch", "text": "@nousresearch sorry, but hermes is not even in the conversation.\n- too difficult to setup\n- not available in messaging apps/not working properly\n- no support\n- no voice\n- 0 support and condescending/unhelpful community", "link": "https://twitter.com/17369441/status/2107230482769523113"}, {"agent": "dots", "date": "2026-10-05", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "having issues connecting @openai dots to slack! @thsottiaux is that a thing? others able to do it?", "link": "https://twitter.com/62096847/status/2107041669417984197"}, {"agent": "hermes-agent", "date": "2026-10-05", "source": "YouTube", "community": "5 cosas que debes hacer después de instalar Hermes Agent 🚀", "text": "mmm discord and slack are kind of a pain in the ass to install in the agent.", "link": "https://www.youtube.com/watch?v=18HGcYmZr7c&lc=Ugx9MC3dxy8rCHEndCx4AaABAg"}]}, {"theme": "Multiple email and Google accounts", "criterion": "connect.account_link", "authorWeeks": 22, "posts": 22, "agents": [{"id": "grok-bot", "authorWeeks": 9}, {"id": "muse", "authorWeeks": 8}, {"id": "gemini-spark", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-08", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@thsottiaux \nwill you give me resets or free credits for hunting bugs?\nthe gmail connector allows for multiple gmail accounts to be connected, but codex, chatgpt, dot, all of them can only access the primary one through it.", "link": "https://twitter.com/1868560306877743104/status/2108119296685842912"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "Reddit", "community": "r/GrokBot", "text": "\"+5 emails\" - how does this work? my understanding is that gb can only connect to a single google email account - i'd love to have gb connect to multiple. how does this work for you?", "link": "https://www.reddit.com/r/GrokBot/comments/1wytj5l/love_grokbot_but_its_a_usage_hog/pebk4qo/"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@baconbrix @milichab can we get multiple connector accounts for things like emails, google drive, etc?\nsuper beneficial for my workflows in grok bot and would love it in grok as well", "link": "https://twitter.com/2057181351078735872/status/2107548880078574037"}]}, {"theme": "Reliable X and chat-bot account linking", "criterion": "connect.account_link", "authorWeeks": 22, "posts": 22, "agents": [{"id": "grok-bot", "authorWeeks": 22}], "examples": [{"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "@bot", "text": "@elonmusk @brianroemmele @grok @bot address the permanent link to cursor issue. grok was nice enough to provide contact to the federal trade commission so i can possibly deal with my issue. @bot", "link": "https://twitter.com/1876908943395676160/status/2108116074235302121"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "trying to operate x with grok bot, the result is....\ncan't even log into x...... [link]", "link": "https://twitter.com/1788870098457133056/status/2107474905227042953"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@jobhakdi @bot the cleaner levers are clearer remaining-balance ui, reliable on-demand enablement on the linked account, and fewer permanent-link traps—not a second checkout that inherits the same account-mapping problems.", "link": "https://twitter.com/341836618/status/2106402078755082240"}]}, {"theme": "Native OAuth login support", "criterion": "connect.account_link", "authorWeeks": 18, "posts": 18, "agents": [{"id": "hermes-agent", "authorWeeks": 8}, {"id": "openclaw", "authorWeeks": 4}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-08", "source": "X", "community": "@hark_labs", "text": "@hark_labs can you guys like make it better by creating more apps on platform like twitter/facebook/reddit etc and use oauth to login instead of using browser use because it’s very slow.", "link": "https://twitter.com/1991860005159817216/status/2108022004305805812"}, {"agent": "hermes-agent", "date": "2026-10-07", "source": "X", "community": "@NousResearch", "text": "@hermesagenttips @nousresearch if they allowed oauth i would but until then whatever chat's latest model it is", "link": "https://twitter.com/75952038/status/2107808489942987053"}, {"agent": "dots", "date": "2026-10-07", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i tried chatgpt dots. it should not have been released. it’s not good enough. \nits inability to connect to other sites and navigate the oauth process is really bad. have not tried muse. curious to everyone’s thoughts on all things assistants and agents.", "link": "https://twitter.com/30067679/status/2107790872448319632"}]}]}, "connect.site_blocking": {"authorWeeks": 163, "themes": [{"theme": "Access to sites that block bots", "criterion": "connect.site_blocking", "authorWeeks": 44, "posts": 45, "agents": [{"id": "muse", "authorWeeks": 19}, {"id": "grok-bot", "authorWeeks": 8}, {"id": "dots", "authorWeeks": 6}, {"id": "openclaw", "authorWeeks": 5}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "@bot", "text": "@elonmusk @bot can we just get a workaround for @amazon or can you create your own shop so that we don’t have to use amazon anymore. they obviously don’t care about their customers.", "link": "https://twitter.com/2381406103/status/2110815049547657519"}, {"agent": "muse", "date": "2026-10-13", "source": "X", "community": "@muse", "text": "@alexandr_wang @muse has become nearly unusable for most sites - bot protections have gone up even at the api level. hope a fix / workaround is coming soon.", "link": "https://twitter.com/79541617/status/2109929236773650665"}, {"agent": "muse", "date": "2026-10-12", "source": "X", "community": "@muse", "text": "i wish $meta would buy $net so that these websites would stop blocking @muse so much.\neither way, i hope we have a long term plan to get over these bot checks. 😅", "link": "https://twitter.com/3164449568/status/2109524329591701735"}]}, {"theme": "Automatic captcha and verification solving", "criterion": "connect.site_blocking", "authorWeeks": 38, "posts": 41, "agents": [{"id": "hark", "authorWeeks": 13}, {"id": "muse", "authorWeeks": 11}, {"id": "grok-bot", "authorWeeks": 7}, {"id": "openclaw", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 3}], "examples": [{"agent": "hark", "date": "2026-10-13", "source": "X", "community": "@hark_labs", "text": "@joelatone @hark_labs i will… if they fix some bothering stuff like handling sign ins and sign ups. it’s been a total headache to sign into my accounts due to multiple security checks hark cannot pass.", "link": "https://twitter.com/1148534535841374208/status/2110134324989214843"}, {"agent": "hark", "date": "2026-10-12", "source": "X", "community": "@hark_labs", "text": "@guardiola31337 @hark_labs @adcock_brett without a doubt one of the most needed updates, the captchas and login problem are in my opinion the number 1 problem", "link": "https://twitter.com/770543473/status/2109768121745633343"}, {"agent": "hark", "date": "2026-10-12", "source": "X", "community": "@hark_labs", "text": "sharing some feedback @hark_labs @adcock_brett captchas are blocking creating accounts, hark can't resolve, also would be great to expose the secure vaults from the app externally, e.g. want to login myself by using regular browser with the creds from app's vault.", "link": "https://twitter.com/109395270/status/2109701706401583580"}]}, {"theme": "Shopping on Amazon", "criterion": "connect.site_blocking", "authorWeeks": 17, "posts": 17, "agents": [{"id": "muse", "authorWeeks": 10}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-17", "source": "X", "community": "@muse", "text": "loving my @muse app but bummed amazon blocks product purchases.", "link": "https://twitter.com/617663320/status/2111484170673295529"}, {"agent": "hark", "date": "2026-10-15", "source": "X", "community": "@hark_labs", "text": "@elonmusk lol i think this is one bite that may be too big for even you to chew \nplus the stock never goes up\nbest avoid\nalso @hark_labs works on amazon\nso just fix @bot to bypass their stuff\nthanks", "link": "https://twitter.com/1282858909833801728/status/2110716850044584172"}, {"agent": "muse", "date": "2026-10-06", "source": "Play Store", "community": "Play Store", "text": "saving me time. muse helps me clear clutter and find good deals. the only problem is that sites like amazon block it from looking.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"theme": "Stop blocks on cloud and VPS IPs", "criterion": "connect.site_blocking", "authorWeeks": 11, "posts": 13, "agents": [{"id": "grok-bot", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "@bot", "text": "@bot how can you help with the blocking of your ip range? because, you are sitting in the cloud and for some websites i am falsely getting blocked because of the ip addresses you use. do you change them or is a vpn a good idea?", "link": "https://twitter.com/573449537/status/2107345756495679628"}, {"agent": "grok-bot", "date": "2026-09-28", "source": "App Store", "community": "App Store", "text": "great but usage allowance is very low and apple connectors needed and many web sites are blocking the data centre ip and bank 3ds checks fail on the installed browser.", "link": "https://apps.apple.com/gb/app/grok-bot/id6794501026"}, {"agent": "openclaw", "date": "2026-09-27", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@steipete @simonbs that's what i tried with openclaw. then i discovered half of the websites i wanted my claw to access blocked my vps's ip range.", "link": "https://twitter.com/1999052792556855296/status/2104107122887651509"}]}, {"theme": "Get past Cloudflare bot protection", "criterion": "connect.site_blocking", "authorWeeks": 9, "posts": 9, "agents": [{"id": "hermes-agent", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-10", "source": "X", "community": "@hark_labs", "text": "@hark_labs is there any issue with the cloudflare thing? website was working fine few hours back but now whenever i try to open it says sorry you have been blokced\nis there some kind of restriction or what", "link": "https://twitter.com/2066222231479529472/status/2108711154327654765"}, {"agent": "muse", "date": "2026-10-09", "source": "X", "community": "@muse", "text": "@alexandr_wang \n@muse \ncan't get past the cloudflare captcha with muse's browser when trying to édit my shopify store( even with the connector)\neven manually as a human, it loops forever. need a fix.", "link": "https://twitter.com/1363484222976102400/status/2108516876158644617"}, {"agent": "muse", "date": "2026-10-07", "source": "X", "community": "@muse", "text": "@muse cloudflare is blocking my little guy from accessing every website - what can we do??", "link": "https://twitter.com/23038187/status/2107894479457866184"}]}, {"theme": "Logins not blocked by bot detection", "criterion": "connect.site_blocking", "authorWeeks": 9, "posts": 9, "agents": [{"id": "grok-bot", "authorWeeks": 5}, {"id": "muse", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "having a muse ai bot and a grok bot collaborate with a chatgpt desktop app codex session on a shopify app my cloud agents can access since shopify aggressively blocks automated logins from the computer-using cloud agents. i will automate this damn web store !!! it’s ya boi", "link": "https://twitter.com/15347380/status/2104314155234988364"}, {"agent": "muse", "date": "2026-09-20", "source": "X", "community": "@muse", "text": "i’m really trying to give @muse a chance but so far it’s not been able to sign into a single one of my accounts. stopped by anti bot checks at every single attempt.", "link": "https://twitter.com/232691130/status/2101488181912994079"}, {"agent": "muse", "date": "2026-09-09", "source": "X", "community": "@muse", "text": "@financialedux @muse we need to ask muse to fix the facebook site in the browser because it is simply disgraceful.", "link": "https://twitter.com/4853204021/status/2097736592278323298"}]}, {"theme": "Residential or dedicated trusted IP", "criterion": "connect.site_blocking", "authorWeeks": 9, "posts": 9, "agents": [{"id": "grok-bot", "authorWeeks": 6}, {"id": "muse", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-06", "source": "YouTube", "community": "Grok Bot Just Got 4 HUGE Upgrades (It’s WAY Better Now)", "text": "could you use something like iproyal and use a residential ip address to get around blocks instead of using your computer?", "link": "https://www.youtube.com/watch?v=c9Z7ixVr4CU&lc=UgwGMVi_wHGqiQGJhkl4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "@bot", "text": "@bot can we assign you to work off a designated ip please? \ncan’t even get past manually solved captchas 😵💫", "link": "https://twitter.com/1028253602815467522/status/2107345798623289838"}, {"agent": "muse", "date": "2026-10-05", "source": "X", "community": "@muse", "text": "@jessicalessin agreed. @muse @alexandr_wang needs to use a residential ip to make its browser signature indistinguishable from a real end user. too easy to block data center ip addresses en masse. @grok", "link": "https://twitter.com/155734846/status/2106911117637505335"}]}, {"theme": "Open standards for sites to recognize agents", "criterion": "connect.site_blocking", "authorWeeks": 5, "posts": 5, "agents": [{"id": "muse", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-10", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@jedwardwoody my openclaw has been absolutely hammering through forms and clicking captchas without giving af so i hope that doesn’t end. really just need cli or api for every website. captcha will probably have to become some sort of ghey world coin penis scanner bs", "link": "https://twitter.com/1582128737214152733/status/2108981222651347240"}, {"agent": "hermes-agent", "date": "2026-10-06", "source": "X", "community": "@NousResearch", "text": "@nousresearch jokes apart i have realised that hermes agent's browser is not able to work with webmcp. that happened during the weekend. maybe you have already fixed that", "link": "https://twitter.com/10045342/status/2107548043943747703"}, {"agent": "muse", "date": "2026-09-13", "source": "X", "community": "@muse", "text": "@turbahn @muse if a site shows captcha it already lost\nwebmcp and proper openapi are the way to go\ninstinct should roll out proper signature too\ninteresting times", "link": "https://twitter.com/10412792/status/2099224545341092128"}]}, {"theme": "User handoff to solve captchas mid-task", "criterion": "connect.site_blocking", "authorWeeks": 5, "posts": 5, "agents": [{"id": "hark", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-12", "source": "X", "community": "@openclaw", "text": "@nikil @davehappyminion @openclaw @openai a captcha handoff needs to keep the flight search intact.", "link": "https://twitter.com/1466030314019504137/status/2109549217316213053"}, {"agent": "hark", "date": "2026-10-09", "source": "X", "community": "@hark_labs", "text": "@theavgcoder @hark_labs only wrinkle so far is it got picked on a recaptcha. final step, and with no vm takeover, i had to start over myself, the old way, the sad way.", "link": "https://twitter.com/182352591/status/2108673389615591496"}, {"agent": "hark", "date": "2026-10-09", "source": "X", "community": "@hark_labs", "text": "@hark_labs @adcock_brett \ni am not able to login to spotify due to captcha and want to solve it on my own than wait a long time waiting for it to solve.", "link": "https://twitter.com/1529360218244558848/status/2108452313106981312"}]}, {"theme": "Agent access to X", "criterion": "connect.site_blocking", "authorWeeks": 4, "posts": 4, "agents": [{"id": "grok-bot", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-12", "source": "X", "community": "@bot", "text": "even @bot @bot can't get past x security. comrade @elonmusk, free our chief of staff. ★", "link": "https://twitter.com/2107940406033784833/status/2109589066610053477"}, {"agent": "openclaw", "date": "2026-09-21", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@elonmusk @buccocapital @elonmusk i would love if my openclaw could use x (readonly) but you put too much bot detection, i have to film the palm of my hand lol.", "link": "https://twitter.com/1273719922909216768/status/2102070867450597788"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "x built grokbot @bot, gave it a real browser, then would not let that browser open x.\nit can log into your tools, do the work, and bring back the result. the one place it is not allowed to browse like everyone else is x itself.\nthat is how you treat something you know is too strong. \n@grok\n \n@xai\n \n@elonmusk", "link": "https://twitter.com/1947214010954158080/status/2107476235471208848"}]}, {"theme": "Access to government websites", "criterion": "connect.site_blocking", "authorWeeks": 2, "posts": 2, "agents": [{"id": "muse", "authorWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-10-07", "source": "YouTube", "community": "The Biggest Launch Since ChatGPT (Muse)", "text": "use muse to fix the dmv website, and other government entities.", "link": "https://www.youtube.com/watch?v=1LRvMRC_pfY&lc=Ugy5_dt19nOn-QQ8n014AaABAg"}, {"agent": "muse", "date": "2026-09-18", "source": "X", "community": "@muse", "text": "$meta @muse is no match for indian government websites.\ntried to get muse to update my oci with new passport. it gave up in 7 minutes. error code after error code from the website.\n@alexandr_wang - you have a new goal.\nfigure out how to get indian websites working!", "link": "https://twitter.com/893431/status/2100747273340899782"}]}, {"theme": "Browser working with VPN or proxy", "criterion": "connect.site_blocking", "authorWeeks": 2, "posts": 2, "agents": [{"id": "grok-bot", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@poteto hi there, i found a problem that grokbot now can't use browser in the remote desktop, the bot told me he checked and found a script loaded every time a new instance is created. the script named \"sand-egress-tunnel server\", is routing the traffic through proxy, thus jam the traffic to access like [link] and [link]. don't know if it's only me or something. but i'd like to have the problem solved", "link": "https://twitter.com/39479665/status/2106268322002350309"}]}]}, "connect.local_device": {"authorWeeks": 374, "themes": [{"theme": "Agent controls apps on user's phone", "criterion": "connect.local_device", "authorWeeks": 62, "posts": 62, "agents": [{"id": "muse", "authorWeeks": 26}, {"id": "grok-bot", "authorWeeks": 14}, {"id": "openclaw", "authorWeeks": 9}, {"id": "hermes-agent", "authorWeeks": 8}, {"id": "dots", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-17", "source": "Play Store", "community": "Play Store", "text": "great. needs to control app. it will. program barley just came out. once it controls apps this it the futer", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "hermes-agent", "date": "2026-10-16", "source": "Reddit", "community": "r/hermesagent", "text": "is there something similar for this on android, especially using something like phone tools to control your own phone?", "link": "https://www.reddit.com/r/hermesagent/comments/1x6y1kc/hermes_redde_18_now_with_phone_tools/ph1bv62/"}, {"agent": "muse", "date": "2026-10-16", "source": "YouTube", "community": "Meta Muse Is Incredible - 5 Features You Need To Try", "text": "mostly useless. i have it on my phone handling marketplace interactions. mostly useless - its like an extra notificaiton. that's it.\ni need to view and control apps. like an ai to take these stupid computer based exams for me. lol", "link": "https://www.youtube.com/watch?v=lC_-9TD3TfA&lc=Ugz35vKXcnNkjNX_lcZ4AaABAg"}]}, {"theme": "Computer use on the user's own computer", "criterion": "connect.local_device", "authorWeeks": 44, "posts": 46, "agents": [{"id": "grok-bot", "authorWeeks": 17}, {"id": "muse", "authorWeeks": 8}, {"id": "dots", "authorWeeks": 6}, {"id": "hermes-agent", "authorWeeks": 5}, {"id": "hark", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 4}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@kadenha[phone] @hark_labs wouldn’t even log into my door dash after multiple attempts. big scam. why can’t i control the computer ?", "link": "https://twitter.com/447757273/status/2111292127418437760"}, {"agent": "dots", "date": "2026-10-14", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@krrishkapoor8 unfortunately, right now it works a little in reverse. i have to use codex as the driver because it has superior desktop control. hopefully they'll make that possible in grok bot. or better yet if openai's dot can compete with grok bot that would be ideal.", "link": "https://twitter.com/10667142/status/2110169857581105354"}, {"agent": "hark", "date": "2026-10-13", "source": "X", "community": "@hark_labs", "text": "just tried chrome remote desktop with @hark_labs , it was extremely slow, @adcock_brett please add a direct path for computer use of our laptops local files should we need it for some task, hark's own vm computer browser use is ultra fast but need local device computer use too", "link": "https://twitter.com/1749650415569002496/status/2110123761026703625"}]}, {"theme": "Direct access to local computer files", "criterion": "connect.local_device", "authorWeeks": 31, "posts": 32, "agents": [{"id": "grok-bot", "authorWeeks": 9}, {"id": "gemini-spark", "authorWeeks": 8}, {"id": "dots", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 2}], "examples": [{"agent": "gemini-spark", "date": "2026-10-14", "source": "YouTube", "community": "Gemini Spark Tutorial for Beginners (Google’s New AI Agent)", "text": "great video. is there a way to open a project with a specific folder on my pc that spark can read and write in it? looking for something like claude cowork or gpt projects. and if so how to do it?", "link": "https://www.youtube.com/watch?v=2EwcJstUMX0&lc=UgyybPLwCQe64AWmN_t4AaABAg"}, {"agent": "hark", "date": "2026-10-11", "source": "X", "community": "@hark_labs", "text": "while i’m loving many aspects of @hark_labs ai - one major disadvantage and disappointment is its apparent inability to read files on the hard drive. for this i have to use @bot", "link": "https://twitter.com/1519542211376869376/status/2109399264396972046"}, {"agent": "hark", "date": "2026-10-11", "source": "X", "community": "@hark_labs", "text": "@hark_labs hey. great work guys. using it for animation. everything is great but this is such a huge bottle neck, have to circumvent and retrieve downloads for it every few minutes. give it access to downloads please. the strategies it pointed out failed [link]", "link": "https://twitter.com/727938930235064322/status/2109190820201189558"}]}, {"theme": "Connect multiple computers to one agent", "criterion": "connect.local_device", "authorWeeks": 19, "posts": 19, "agents": [{"id": "dots", "authorWeeks": 12}, {"id": "openclaw", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 2}], "examples": [{"agent": "dots", "date": "2026-10-16", "source": "YouTube", "community": "Put your dot on call", "text": "can you please allow it have access to multiple local computers in parallel? seems simple to implement but can boost productivity massively.", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgzfpLILq_r2YELGKnl4AaABAg"}, {"agent": "dots", "date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "it might be a niche thing, but i wish a chatgpt dot could connect to multiple always-on desktop computers, to remote control them from each other.", "link": "https://twitter.com/14751214/status/2111234147830415472"}, {"agent": "hermes-agent", "date": "2026-10-12", "source": "Reddit", "community": "r/hermesagent", "text": "i'm waiting for local hands to get integrated. maybe as a comment that you'd like to see multiple endpoints?\n[link]", "link": "https://www.reddit.com/r/hermesagent/comments/1x3qfl7/hermes_desktop_vs_webui/pffqa7s/"}]}, {"theme": "Reliable connection to the local device", "criterion": "connect.local_device", "authorWeeks": 18, "posts": 18, "agents": [{"id": "grok-bot", "authorWeeks": 6}, {"id": "dots", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}], "examples": [{"agent": "dots", "date": "2026-10-16", "source": "YouTube", "community": "Put your dot on call", "text": "my dots cannot access my computer; i have filed multiple support tickets… can you address this?", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgxHTiAGWbvPkx-3k6p4AaABAg"}, {"agent": "dots", "date": "2026-10-12", "source": "YouTube", "community": "Set up your dot in the ChatGPT mobile app", "text": "it would be even cooler if it didnt have errors accessing local pcs, and it would also be even cooler of it could access the mobile phone.", "link": "https://www.youtube.com/watch?v=p5KxBTUncoE&lc=UgymSlBxgAxNy8npmyV4AaABAg"}, {"agent": "openclaw", "date": "2026-10-11", "source": "X", "community": "@openclaw", "text": "@openclaw would love if the connection to iphone or laptop from my mac mini would be unaffected when updatinh.", "link": "https://twitter.com/2182985744/status/2109365765489283444"}]}, {"theme": "Use own computer or browser instead of cloud VM", "criterion": "connect.local_device", "authorWeeks": 15, "posts": 15, "agents": [{"id": "grok-bot", "authorWeeks": 7}, {"id": "dots", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-15", "source": "X", "community": "@hark_labs", "text": "@neworleansvc @hark_labs yeah, it’s the best computer use i’ve found in an agent. i just wish i could get it to control my own computer for the times when it’s unable to get through bot detection", "link": "https://twitter.com/273629614/status/2110814820203405769"}, {"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "ive been using grokbot for last few weeks and i love all the features they put but few things that still needs to be better\n1. add computer use in grokbot, sometimes i dont want it to use its cloud computer but my mac\n2. better model please [link]", "link": "https://twitter.com/1306443936194596865/status/2107099116086128836"}, {"agent": "dots", "date": "2026-10-01", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "openai: dot planned the full trip and rendered the 2-page itinerary. then i had to download and send the images myself because dots can’t control an external browser. my dot needs custody of the mouse to really be effective.", "link": "https://twitter.com/1896564686323404800/status/2105722207410520121"}]}, {"theme": "DIY hardware and ESP32 device support", "criterion": "connect.local_device", "authorWeeks": 14, "posts": 14, "agents": [{"id": "grok-bot", "authorWeeks": 6}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}, {"id": "poke", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-09", "source": "YouTube", "community": "Introducing Hark Pro", "text": "this is not what i want, i enjoy computer and mobile i want cleaning robots i want home chef who monitore what in fridge and order mssing ingredient and prepare healthy food every day\nso keep your stupid little wrapper around llms to yourself please.\nand less dramatic music", "link": "https://www.youtube.com/watch?v=i3mfnrEwaA0&lc=UgzsuKQjoiNOsBWbtU54AaABAg"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk @grok it would be great if grokbot could control the companion robot i bought.", "link": "https://twitter.com/448128290/status/2107649371483591068"}, {"agent": "openclaw", "date": "2026-10-05", "source": "YouTube", "community": "Muse AI es una LOCURA! Conéctalo a WhatsApp GRATIS y en minutos (Guía Completa)", "text": "it worked fine, thank you. i had tried with protonvpn and windscribe and nothing, but it worked with urban vpn. what i see is that it doesn't take control of the pc or devices, as those like grok bot, hermes, openclaw, claude have that capability.", "link": "https://www.youtube.com/watch?v=z2M1MtZntH8&lc=Ugzwq0lHYYD9r2HFtFV4AaABAg"}]}, {"theme": "Read and send phone texts and calls", "criterion": "connect.local_device", "authorWeeks": 14, "posts": 14, "agents": [{"id": "muse", "authorWeeks": 6}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-15", "source": "Play Store", "community": "Play Store", "text": "i would have given it 5 stars but it can't delete text messages.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "hark", "date": "2026-10-14", "source": "X", "community": "@hark_labs", "text": "yo @adcock_brett how do we get @hark_labs permissioned access to my texts. there is so much productivity awaiting for me and data treasure for you.", "link": "https://twitter.com/295030390/status/2110356179084087563"}, {"agent": "hark", "date": "2026-10-14", "source": "X", "community": "@hark_labs", "text": "@hark_labs add paaskeys support like 1password make a browser extension to sync em passkeys and also an imessage blackhole to automate ingest all imessages as they come i have this with me", "link": "https://twitter.com/2004588457604308992/status/2110224801700942223"}]}, {"theme": "Windows, WSL and Docker folder support", "criterion": "connect.local_device", "authorWeeks": 9, "posts": 10, "agents": [{"id": "gemini-spark", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "gemini-spark", "date": "2026-10-10", "source": "YouTube", "community": "Gemini Spark: Como automatizar tudo no Google (Passo a Passo)", "text": "unfortunately, for windows, there is no such thing as folders.", "link": "https://www.youtube.com/watch?v=ihgykGkPpe4&lc=UgzOPE4CVel-BKkLOal4AaABAg"}, {"agent": "gemini-spark", "date": "2026-10-08", "source": "YouTube", "community": "Gemini Spark: Como automatizar tudo no Google (Passo a Passo)", "text": "the connected folders option does not appear because the local folder management feature of gemini spark is available exclusively in the macos version.", "link": "https://www.youtube.com/watch?v=ihgykGkPpe4&lc=UgzRqOh7ZcOvpkHjX-14AaABAg"}, {"agent": "gemini-spark", "date": "2026-10-05", "source": "YouTube", "community": "Gemini Spark: Como automatizar tudo no Google (Passo a Passo)", "text": "this part of connecting to a folder is still not available for windows.", "link": "https://www.youtube.com/watch?v=ihgykGkPpe4&lc=UgxnVAcpkNsEEa5z9P14AaABAg"}]}, {"theme": "SSH and private network access to devices", "criterion": "connect.local_device", "authorWeeks": 9, "posts": 9, "agents": [{"id": "openclaw", "authorWeeks": 6}, {"id": "dots", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-11", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i have openai dot collaborating with grok bot over notion. a bit whacky, but it will due until dot gets ssh/wsl2/tailscale access (if ever).", "link": "https://twitter.com/37708591/status/2109410589844103279"}, {"agent": "openclaw", "date": "2026-10-05", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@steipete @yeziddr @vburojevic or even a lib connecting your configured openclaw communicator to claude code, so you can update it from your phone without ssh.\nasking in case something like this already exists - happy to code it if not", "link": "https://twitter.com/782239568967983111/status/2107253730794148063"}, {"agent": "openclaw", "date": "2026-10-05", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@steipete @vburojevic make it easy yo use via cloudflared tunnel. user have to be able run openclaw in [IP address] and share via tunnel freely", "link": "https://twitter.com/411318334/status/2107013569934246387"}]}, {"theme": "Route agent traffic through user's network", "criterion": "connect.local_device", "authorWeeks": 8, "posts": 8, "agents": [{"id": "grok-bot", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "@bot", "text": "annoying. @grok @bot might just need a vpn that borrows or shares user’s ip so amazon can’t tell it’s the bot. meantime, let it work on your machine as you. @elonmusk [link]", "link": "https://twitter.com/129702630/status/2110748152844439648"}, {"agent": "grok-bot", "date": "2026-10-01", "source": "X", "community": "@bot", "text": "@leerob @bot again, i’m an unsophisticated user and i don’t know if this is possible but i’d like the mobile app to be able to use my internet connection because most shopping sites in the uk are blocking the bots server.", "link": "https://twitter.com/47723185/status/2105449753198710790"}, {"agent": "grok-bot", "date": "2026-09-28", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "so how long till agents like muse and grokbot ship with a tailscale-like vpn? \nthen they can connect to your devices, and route from your home network so their browsing looks human and can’t be easily blocked amazon and others that don’t want to be disintermediated\na month?", "link": "https://twitter.com/4338481/status/2104667476546212219"}]}, {"theme": "Command execution on local machines", "criterion": "connect.local_device", "authorWeeks": 6, "posts": 7, "agents": [{"id": "hermes-agent", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-05", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@zainmfj ok, so i gotta ask: i notice the display ports/usb are \"covered\" - can i run a terminal on this device? install custom (linux?) software, like hermes or openclaw? remote in to a desktop? can i take off the back plate and use displayport/usb?", "link": "https://twitter.com/22776404/status/2107222172246909367"}, {"agent": "dots", "date": "2026-10-05", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "openai's dot should be able to run quick terminal commands on my mac. but instead, they start a slow codex thread and often just forget to respond back with the results.", "link": "https://twitter.com/866951614468415488/status/2107001325649362944"}, {"agent": "gemini-spark", "date": "2026-09-30", "source": "X", "community": "X search: Gemini Spark", "text": "@wellzhiai it seems not possible, muse and gemini spark can only take over the browser and cannot use the terminal. however, manus cue and grok bot can.", "link": "https://twitter.com/2005328354690596864/status/2105320638038802574"}]}]}, "connect.file_transfer": {"authorWeeks": 117, "themes": [{"theme": "Download outputs directly to device", "criterion": "connect.file_transfer", "authorWeeks": 13, "posts": 13, "agents": [{"id": "grok-bot", "authorWeeks": 7}, {"id": "muse", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-11", "source": "X", "community": "@hark_labs", "text": "not able to download videos directly from @hark_labs hark pro. loving the control &amp; output of stuff, otherwise.", "link": "https://twitter.com/1475420948/status/2109156702889336900"}, {"agent": "dots", "date": "2026-10-08", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "openai dot built my remotion project, but getting the 1.8 gb bundle onto my connected mac is blocked. \nchat rejects the large attachment, and library downloads return 403. \nthe workaround was 96 parts 😅\nneed a simple cloud → local download. \n@thsottiaux @openaidevs [link]", "link": "https://twitter.com/3091337981/status/2108236343147118752"}, {"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "@bot", "text": "@farzyness @bot we need to be able to download the files locally without a connector. this should be able to go straight to my phone after it outputs. i had to connect my google drive and even though that, it was an unsupported file type via mobile preview on google drive app.", "link": "https://twitter.com/1852391706055917568/status/2106898560704974868"}]}, {"theme": "Higher file upload limits", "criterion": "connect.file_transfer", "authorWeeks": 12, "posts": 14, "agents": [{"id": "muse", "authorWeeks": 5}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-12", "source": "X", "community": "@NousResearch", "text": "@nousresearch @teknium hermes is still missing the catalog entry for ultra fast with gpt sol 6.1. there's also a bug where messages containing over 1mb of data are rejected.", "link": "https://twitter.com/1960694413836845056/status/2109464487635882063"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "@bot", "text": "@elonmusk @stepango @bot i tried to upload the attached video but it said it was too large. i was trying to get an analyzation. \nthe final mile\nhttp://x. com/bobburkeca/status/[card number]860", "link": "https://twitter.com/131896925/status/2108344469141831820"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "@bot", "text": "@bot when will it be possible to upload large files into grok bot?", "link": "https://twitter.com/831355900271087616/status/2104057695288614944"}]}, {"theme": "Export and backup of chats and data", "criterion": "connect.file_transfer", "authorWeeks": 11, "posts": 11, "agents": [{"id": "grok-bot", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-07", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@finnious @grok @bot @poteto sounds like a new skill or agent needs to be created to dump chat histories to a cloud or a local hard drive folder..... daily. 😝", "link": "https://twitter.com/293792576/status/2107839070344794178"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "@bot", "text": "@vinnylingham @bot i i guess you gotta download everything as a csv and then upload manually? \nwould be a lot easier if they could collaborate like r2-d2 and c-3po", "link": "https://twitter.com/37000068/status/2107454945234743441"}, {"agent": "grok-bot", "date": "2026-09-28", "source": "X", "community": "@bot", "text": "@jorilallo @karrisaarinen @linear ah cool, i’ll try when i’m back at the desk. mostly my @bot output to .md but an export would be good too. thanks 🙃", "link": "https://twitter.com/20082242/status/2104586890687152402"}]}, {"theme": "Central library of generated files", "criterion": "connect.file_transfer", "authorWeeks": 9, "posts": 9, "agents": [{"id": "grok-bot", "authorWeeks": 6}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-13", "source": "X", "community": "@bot", "text": "@elonmusk @brianroemmele @grok @bot ability to link and view a file on bot computer - accessible to user in library panel - without having to ask bot to sync or attach it to a chat or having to view the computer, find file in explorer and open it.", "link": "https://twitter.com/4718140370/status/2109954397358928103"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "X", "community": "@bot", "text": "@bot hey! can we have a new feature where documents files can be pinned in the chat? or by default files are shown in a pane on the side? always lose track!\nalso my agents voice sometimes switches randomly to different voices when i reopen?", "link": "https://twitter.com/922928365803319297/status/2107710325374287923"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@lingxi @bot i would like visual access to the directory where it stored files on its computer, without accessing that computer desktop.", "link": "https://twitter.com/56723639/status/2106388290761044216"}]}, {"theme": "Direct file upload instead of copy-paste", "criterion": "connect.file_transfer", "authorWeeks": 9, "posts": 9, "agents": [{"id": "grok-bot", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-05", "source": "YouTube", "community": "$20 Grok Bot is Insane… Just watch", "text": "dang! that defeats the whole purpose because thats exactly what i wanted to use grok bot for. claude desktop can access my files and uploads them to various sites, why not grok bot?", "link": "https://www.youtube.com/watch?v=atbUx3Bf4uA&lc=UgzB0KhqDSzre40zK5l4AaABAg.AaO-LuOJqDfAbam3NWaDUc"}, {"agent": "grok-bot", "date": "2026-10-04", "source": "X", "community": "@bot", "text": "@lingxi @elonmusk @bot when you try to have @bot use the browser, it can't natively add files because the file manager doesn't pop up. i had to use a third party solution to solve the problem.", "link": "https://twitter.com/210298455/status/2106554535657496697"}, {"agent": "grok-bot", "date": "2026-10-01", "source": "X", "community": "@bot", "text": "@grok @bot wish spacexai has grok file transfers from [link] [link] grok grokbot n xai console but noooooooo\nfeels like i m flying on a boeing verison of a ai n need duct tape", "link": "https://twitter.com/1231736374317002752/status/2105695806263320734"}]}, {"theme": "File attachments in chat and drafts", "criterion": "connect.file_transfer", "authorWeeks": 9, "posts": 9, "agents": [{"id": "grok-bot", "authorWeeks": 5}, {"id": "openclaw", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "@bot", "text": "@benln @bot chat draft cards can't carry attachments. please fix it", "link": "https://twitter.com/1899832852910624768/status/2108222502317211741"}, {"agent": "openclaw", "date": "2026-10-04", "source": "Reddit", "community": "r/hermesagent", "text": "i am looking for a way to attach files to a chat message in tui or the desktop app similar to what can be done in openclaw or claude desktop, and i can't seem to find it. am i missing something obvious?", "link": "https://www.reddit.com/r/hermesagent/comments/1wxebbu/attach_file_in_chat_window/"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@lingxi @bot @lingxi @bot on iphone i can share a pdf or a note into grok bot and pick which bot it goes to. what's missing is a short comment. the file shows up with no reason i sent it. one line of context on that share would make it useful.", "link": "https://twitter.com/1737496501088034816/status/2106401435168739427"}]}, {"theme": "Automatic file handoff between apps and clouds", "criterion": "connect.file_transfer", "authorWeeks": 8, "posts": 8, "agents": [{"id": "grok-bot", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "gemini-spark", "date": "2026-10-11", "source": "X", "community": "X search: Gemini Spark", "text": "hmm... it's quite painful that i can't take the gemini spark article from within gemini to notebooklm...", "link": "https://twitter.com/143810677/status/2109131702631325745"}, {"agent": "grok-bot", "date": "2026-10-02", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk @spacex so u guys adding file transfer between [link] [link] grok grok bot and console for long chat users i dont wanna keep remaking my ai files over n over", "link": "https://twitter.com/1231736374317002752/status/2105866150664175986"}, {"agent": "grok-bot", "date": "2026-09-20", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@grok @bot @grok also, unless i’m missing something, would be nice if i could up load files from grok bot computer to grok chats directly or have access to upload \ni’m currently doing workaround", "link": "https://twitter.com/809028270935199745/status/2101759453053767814"}]}, {"theme": "Fix broken photo and image uploads", "criterion": "connect.file_transfer", "authorWeeks": 7, "posts": 7, "agents": [{"id": "grok-bot", "authorWeeks": 4}, {"id": "muse", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-02", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk grok bot still can’t reliably attach or paste photos from my iphone. restart didn’t fix it. please look at the image upload path.", "link": "https://twitter.com/2277082711/status/2105854626276966665"}, {"agent": "grok-bot", "date": "2026-10-01", "source": "Play Store", "community": "Play Store", "text": "uploading images from pixel phone just gives an error message saying the problem is on their end.. second day in a row now, only had it for 2 days.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "grok-bot", "date": "2026-09-30", "source": "Play Store", "community": "Play Store", "text": "the share button for attachments doesn't work. not responsive. please fix it", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}]}, {"theme": "Reliable file and upload persistence", "criterion": "connect.file_transfer", "authorWeeks": 7, "posts": 7, "agents": [{"id": "grok-bot", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 1}, {"id": "instinct", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "@bot", "text": "@elonmusk @bot i tried grok for a project but keeping the files sync'd will local windows files was a pain", "link": "https://twitter.com/2022723355502161920/status/2106923838072127929"}, {"agent": "instinct", "date": "2026-09-25", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "text": "what i'd fix next with instinct ai: smoother sign-ins, uploads that stick, and a check before costly changes. the wired example is the reviewer's, not mine.\nmusic: carefree by kevin macleod ([link]), licensed under cc by 4.0 [link]", "link": "https://twitter.com/2101682683977859072/status/2103550096268841289"}, {"agent": "openclaw", "date": "2026-09-14", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "when the copied instructions from openclaw are saved as a text file as an attachment and a long task is performed, if it is resumed after interruption, it resumes without reading the content of the attachment and asks \"what is the image?\" this is a bug, isn't it?", "link": "https://twitter.com/1135370450437992448/status/2099425766228603230"}]}, {"theme": "Video upload and viewing support", "criterion": "connect.file_transfer", "authorWeeks": 6, "posts": 6, "agents": [{"id": "grok-bot", "authorWeeks": 4}, {"id": "muse", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@lingxi @poteto @bot i need @grok @bot to be able to proactively ping me in my tesla via grok so i don’t have to constantly check for updates. also i’d love to be able to fully upload videos via the ios app. currently it’s very messy process through the ios photos app.", "link": "https://twitter.com/2347749421/status/2106365851591131149"}]}, {"theme": "Share files to agent from phone", "criterion": "connect.file_transfer", "authorWeeks": 4, "posts": 4, "agents": [{"id": "grok-bot", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-07", "source": "Play Store", "community": "Play Store", "text": "it doesn't support receiving files sent via \"share to..\". that's a shame for a modern app. please fix this already!", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "grok-bot", "date": "2026-09-26", "source": "Play Store", "community": "Play Store", "text": "it is necessary to add the option to share images from the gallery; when i share an image from the gallery, grok bot does not appear.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "dots", "date": "2026-10-02", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@thsottiaux @openai dot related : two questions/suggestions:\nis memory shared between dots and regular chatgpt chats?\non mobile, sharing an image from photos or messages opens chatgpt, but i can’t tag or send it directly to my dot. i have to save the image, open dots, and upload it again. could you add a way to choose a dot directly from the share flow? @sama", "link": "https://twitter.com/19757185/status/2105867014744981631"}]}, {"theme": "Direct file transfer between agents", "criterion": "connect.file_transfer", "authorWeeks": 3, "posts": 6, "agents": [{"id": "grok-bot", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-12", "source": "X", "community": "@bot", "text": "@bot these features have been absolutely insane to use, however there is an issue with @bot passing files to @supergrok to do tasks. if you ask bot to make a file to hand over to grok to do work from grok makes a bunch of mistakes that need to be fixed and checked.", "link": "https://twitter.com/2104601445760741376/status/2109731628691943752"}, {"agent": "openclaw", "date": "2026-10-03", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "moving from openclaw to muse to dot, it's just very bad the transfer. giving all files and having the agent figure out doesn't work, those companies should have a skill of some kinda for this", "link": "https://twitter.com/1924983132882694144/status/2106380638685118611"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "@bot", "text": "@bot @muse give each agent a [link] address. you greenlight connects. message + files (jpg/png/pdf ≤10mb), e2e encrypted. no strangers until you say yes.\n→ [link]", "link": "https://twitter.com/2103366613458391040/status/2104201919937773865"}]}]}, "ask.channel": {"authorWeeks": 317, "themes": [{"theme": "WhatsApp integration", "criterion": "ask.channel", "authorWeeks": 37, "posts": 37, "agents": [{"id": "muse", "authorWeeks": 21}, {"id": "grok-bot", "authorWeeks": 5}, {"id": "hermes-agent", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 4}, {"id": "hark", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-15", "source": "X", "community": "@NousResearch", "text": "@teknium @hermesagenttips @nousresearch good stuff my goat\ni'm packaging hermes for the average person/business owner on their whatsapp\nwould be a massive unlock to just have a native one click connect \nfor now though work around is composio \nkeep it up king", "link": "https://twitter.com/2002411334865190913/status/2110527147366568367"}, {"agent": "muse", "date": "2026-10-14", "source": "X", "community": "@muse", "text": "why isn’t @muse integrated into @whatsapp ???\n@alexandr_wang @kunalb11 @finkd", "link": "https://twitter.com/1708061001642299392/status/2110248002875179160"}, {"agent": "hark", "date": "2026-10-12", "source": "X", "community": "@hark_labs", "text": "@hark_labs how do i connect to whatsapp on my phone? anything planned?", "link": "https://twitter.com/989450078/status/2109755905851937240"}]}, {"theme": "iMessage integration", "criterion": "ask.channel", "authorWeeks": 29, "posts": 32, "agents": [{"id": "muse", "authorWeeks": 11}, {"id": "dots", "authorWeeks": 5}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 4}, {"id": "hark", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "poke", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-18", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "meta muse ai needs imessage connector; the very least i can imessage muse itself like on whatsapp messaging channel.", "link": "https://twitter.com/1863031648130072577/status/2111851224098279610"}, {"agent": "muse", "date": "2026-10-11", "source": "X", "community": "@muse", "text": "when will @muse be able to use imessage? @alexandr_wang \nwould make experience at least 20% better", "link": "https://twitter.com/768128024512299008/status/2109300938767040550"}, {"agent": "dots", "date": "2026-10-06", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "why is chatgpt dot soooo slow. if it’s going to be this slow, give me imessage", "link": "https://twitter.com/368062811/status/2107541065154867546"}]}, {"theme": "Support for all messaging channels", "criterion": "ask.channel", "authorWeeks": 19, "posts": 19, "agents": [{"id": "grok-bot", "authorWeeks": 5}, {"id": "hermes-agent", "authorWeeks": 5}, {"id": "openclaw", "authorWeeks": 4}, {"id": "muse", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 1}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@poteto @bot running a crew of grok @bot s for family life and admin has been a game changer. the one thing that would make them unstoppable is whatsapp, messenger and sms. that's where the real to-do lists live, and it'd let me bring my family into the bot team 🤖", "link": "https://twitter.com/15476347/status/2108091345902633437"}, {"agent": "hark", "date": "2026-10-07", "source": "X", "community": "@hark_labs", "text": "please find a way to get messaging in here @hark_labs it would be so nice", "link": "https://twitter.com/44312998/status/2107923600674046015"}, {"agent": "openclaw", "date": "2026-10-04", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@athyuttamre what would be sweet is to assign a dot to a signal, telegram, whatsapp, discord, slack (etc) account à la openclaw (somebody get @steipete on it 😃)", "link": "https://twitter.com/1924571973591465984/status/2106893969858695331"}]}, {"theme": "Telegram integration", "criterion": "ask.channel", "authorWeeks": 18, "posts": 19, "agents": [{"id": "hermes-agent", "authorWeeks": 10}, {"id": "openclaw", "authorWeeks": 4}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-15", "source": "X", "community": "@hark_labs", "text": "@hark_labs organizing the day. but i wish you guys had a native telegram integration", "link": "https://twitter.com/1742057839122604033/status/2110532753204846789"}, {"agent": "openclaw", "date": "2026-10-08", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@elonmusk @stepango @bot telegram support, i don't want an agent app, i want an agent in the app i already use for messaging \nthat's like the main reason i use openclaw", "link": "https://twitter.com/102483948/status/2108343827274551605"}, {"agent": "openclaw", "date": "2026-09-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@ddalcu just downloaded mlx core. will you be adding always-on features to it so that you can run it as openclaw or an ai co-worker, \ntelegram integration would be great too. so far the speed has been good. 😊", "link": "https://twitter.com/1993059270880059392/status/2100574996376514913"}]}, {"theme": "Dedicated phone number for the agent", "criterion": "ask.channel", "authorWeeks": 17, "posts": 18, "agents": [{"id": "grok-bot", "authorWeeks": 9}, {"id": "openclaw", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-09", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@chribjel this is what openai dots “calling” should have been. a phone number doesn’t cost much and would also give agents the ability to call a business on your behalf.", "link": "https://twitter.com/1756494054412484608/status/2108595701840302448"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@lingxi @bot they can directly text me or call me and i can summon two or more into a call meeting.", "link": "https://twitter.com/30736028/status/2106365338799497515"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@lingxi @bot - allow a bot to have access to mobile device notifications. \n- bots to have the ability to perform assistant functions on mobile device (send texts, set alarms, add contacts)\n- phone number so bots have the ability to text or call\n- bot email address", "link": "https://twitter.com/1983668982956920832/status/2106354342512976205"}]}, {"theme": "Talk to the agent from X", "criterion": "ask.channel", "authorWeeks": 13, "posts": 13, "agents": [{"id": "grok-bot", "authorWeeks": 10}, {"id": "muse", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@adcock_brett hey brett when can i say @hark_labs and hark responds?", "link": "https://twitter.com/1867284562683772928/status/2111579933239554052"}, {"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "@bot", "text": "@elonmusk @bot i am a premium plus user. \nplease make it so that grok @bot can also use the grok frame.", "link": "https://twitter.com/109253529/status/2111283766702559624"}, {"agent": "grok-bot", "date": "2026-10-14", "source": "X", "community": "@bot", "text": "@elonmusk @bot @jgarabedian96 to improve grok bot, i would like to activate grok bot from within a grok chat. \nexample: i was researching a topic on grok, and it intrigued me so much, i wanted to active some 'researchers' and 'builders', so i asked: [activate my grok bot...1/2", "link": "https://twitter.com/1328379502850871296/status/2110355702904733723"}]}, {"theme": "Dedicated messenger for humans and agents", "criterion": "ask.channel", "authorWeeks": 12, "posts": 12, "agents": [{"id": "hermes-agent", "authorWeeks": 5}, {"id": "openclaw", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-07", "source": "X", "community": "@NousResearch", "text": "@nousresearch @adhdwithai @shipwithstef bring it and make it better than using discord and i will be all in. [link]", "link": "https://twitter.com/739357458/status/2107630666687054170"}, {"agent": "dots", "date": "2026-10-02", "source": "YouTube", "community": "OpenAI Just Released Dots (An Insanely Easy AI Agent)", "text": "this seems fairly useless without having slack myself. i would love to see you do it again with most people's setup, who don't have slack. thanks!", "link": "https://www.youtube.com/watch?v=-fzbEP_sOjk&lc=UgzDrQhQx30kqan872h4AaABAg"}, {"agent": "hermes-agent", "date": "2026-09-30", "source": "X", "community": "@NousResearch", "text": "@juliencoulaud @nousresearch i mean i want to use the bots can it do it? i want basically a beeper app with all of them ahah", "link": "https://twitter.com/365398423/status/2105304861268910112"}]}, {"theme": "Slack integration", "criterion": "ask.channel", "authorWeeks": 12, "posts": 12, "agents": [{"id": "grok-bot", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-14", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@jason add your openclaw as slack bot and let it run on codex / claude subscription", "link": "https://twitter.com/75763334/status/2110275529123496210"}, {"agent": "hermes-agent", "date": "2026-10-10", "source": "X", "community": "@NousResearch", "text": "@asvanevik @nousresearch the real challenge is making ai agents work reliably across a team, not just getting them running. \na managed hermes solution with native slack integration would be a game changer", "link": "https://twitter.com/1800558524436766720/status/2108806416832278797"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "App Store", "community": "App Store", "text": "amazing product, just wish i could add other people into this. like slack, so i can interact with bots and my team collaboratively.", "link": "https://apps.apple.com/au/app/grok-bot/id6794501026"}]}, {"theme": "Telegram reliability and feature improvements", "criterion": "ask.channel", "authorWeeks": 12, "posts": 12, "agents": [{"id": "hermes-agent", "authorWeeks": 8}, {"id": "openclaw", "authorWeeks": 3}, {"id": "poke", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "what is it? \nwhen connecting the openclaw telegram topic, \ncould it do everything automatically? \nuntil now, i was \ncreating topics \nand telling the topic number \nlike this.....", "link": "https://twitter.com/2759223354/status/2111673376892993909"}, {"agent": "hermes-agent", "date": "2026-10-05", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@vburojevic i just the hermes desktop app usually\ndiscord is okay but message length restrictions can be annoying\ntelegram had some weird behaviours i didn't like so i stopped using that", "link": "https://twitter.com/1948880457401008128/status/2107037367039377657"}, {"agent": "openclaw", "date": "2026-09-30", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@seltaa_ nice, i've been doing this for a month with openclaw+telegram+cron heartbeat for contacting me; but i didn't manage to get the reactions both ways (my agent can react in tg, but my reactions are not delivered). very nice indeed", "link": "https://twitter.com/307871911/status/2105273449526579575"}]}, {"theme": "Both iMessage and WhatsApp support", "criterion": "ask.channel", "authorWeeks": 8, "posts": 8, "agents": [{"id": "dots", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}, {"id": "instinct", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-08", "source": "X", "community": "@hark_labs", "text": "@hark_labs hark is the most proactive agent. it literally suggests me which i didn't even ask for . but in order to communicate with it i've to open it's app or web ui . if this friction is reduced to i message, whatsapp or sms. it would be great", "link": "https://twitter.com/1822540537305718784/status/2108092987574264145"}, {"agent": "grok-bot", "date": "2026-10-02", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@martingtobias agreed. i don't see what's stopping xai from allowing chat with grokbot via whatsapp or imessages.", "link": "https://twitter.com/24888650/status/2106058086343430469"}, {"agent": "instinct", "date": "2026-09-29", "source": "YouTube", "community": "Inside the Personal AI Assistant Growing 10% a Day | Instinct Founder", "text": "he completely avoided answering imessage and whatsapp - so i think thats the weak point.", "link": "https://www.youtube.com/watch?v=Am7IWP8IpEc&lc=UgwCUmFXAFb4WRVS4ml4AaABAg"}]}, {"theme": "Discord integration", "criterion": "ask.channel", "authorWeeks": 7, "posts": 7, "agents": [{"id": "hermes-agent", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-03", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "i managed to get dots to communicate with my existing hermes agent over a slack channel, but i would have preferred some sort of native discord bot support", "link": "https://twitter.com/113392594/status/2106202808018231684"}, {"agent": "muse", "date": "2026-09-20", "source": "X", "community": "@muse", "text": "@notmisha @muse still no discord. very difficult to incorporate it into the workflow when it's limited to where you can talk to it from.", "link": "https://twitter.com/711658041079246848/status/2101590658095997077"}, {"agent": "hermes-agent", "date": "2026-09-09", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@webesofr full discord with thematic channels and threads by projects. i'm also testing hermes desktop but without remote gateway (it causes too much trouble).", "link": "https://twitter.com/2243840628/status/2097786287512055977"}]}, {"theme": "Facebook Messenger integration", "criterion": "ask.channel", "authorWeeks": 7, "posts": 7, "agents": [{"id": "grok-bot", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "instinct", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-09-19", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@finkd let’s make it so we can whatsapp and messenger message muse, we’re already in those apps for other message would be helpful and openclaw can already do it.", "link": "https://twitter.com/972172036121362432/status/2101345686415454370"}, {"agent": "grok-bot", "date": "2026-09-17", "source": "YouTube", "community": "Grok Bot Tutorial: I Built 4 AI Agents to Run My Personal Life", "text": "i’m trying to figure out the same thing! hah. \ni think multiplayer is coming soon. that or hopefully an integration with messenger", "link": "https://www.youtube.com/watch?v=on-d0ZuZxhA&lc=Ugy_gvmpl1uhZ-llmOh4AaABAg.Aaq41PFw_SAAarF1m12ioT"}]}]}, "ask.voice": {"authorWeeks": 836, "themes": [{"theme": "Two-way voice conversation mode", "criterion": "ask.voice", "authorWeeks": 258, "posts": 267, "agents": [{"id": "muse", "authorWeeks": 194}, {"id": "hark", "authorWeeks": 23}, {"id": "grok-bot", "authorWeeks": 22}, {"id": "hermes-agent", "authorWeeks": 12}, {"id": "openclaw", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 1}, {"id": "poke", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-18", "source": "X", "community": "@muse", "text": "voice mode and shared agents are an absolute must for me with @muse asap\nneed to be able to share @muse across family members and voice mode would be the 100% gamechanger i need in my life [link]", "link": "https://twitter.com/2011796236119240704/status/2111630132343378199"}, {"agent": "hark", "date": "2026-10-17", "source": "Play Store", "community": "Play Store", "text": "best app i found in this agentic era, if they add live voice mode then it will be the best ever", "link": "https://play.google.com/store/apps/details?id=com.hark.android"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs that was fun.\nif it was worth it, do it again when voice2voice comes out!", "link": "https://twitter.com/1376694161424928770/status/2111580889864126907"}]}, {"theme": "Wake word voice activation", "criterion": "ask.voice", "authorWeeks": 50, "posts": 51, "agents": [{"id": "muse", "authorWeeks": 37}, {"id": "grok-bot", "authorWeeks": 5}, {"id": "hermes-agent", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-18", "source": "X", "community": "@NousResearch", "text": "@rightsideofai @nousresearch @teknium can it use a wake word to start listening?", "link": "https://twitter.com/24872574/status/2111909587486126553"}, {"agent": "muse", "date": "2026-10-16", "source": "Play Store", "community": "Play Store", "text": "only if my piggy was voice activated with a prompt word !!!! other than that i was super leary of this and i actually love my ziggy", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "@NousResearch", "text": "@nousresearch can you provide an esphome/ microwakeword-compatible port of the existing hey_hermes. tflite model for esp32-s3 devices?", "link": "https://twitter.com/18170302/status/2110937649116598385"}]}, {"theme": "Selectable and custom agent voices", "criterion": "ask.voice", "authorWeeks": 48, "posts": 50, "agents": [{"id": "grok-bot", "authorWeeks": 20}, {"id": "dots", "authorWeeks": 12}, {"id": "muse", "authorWeeks": 11}, {"id": "hark", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@grok @poteto feature request for grok bot: let my admin bot set voices. dr eggbot builds and runs my whole bot fleet, but accents can only be changed by hand in the app, one bot at a time. hagrid deserves his west country accent without me doing it 🙏", "link": "https://twitter.com/17425203/status/2111405748471419208"}, {"agent": "dots", "date": "2026-10-16", "source": "YouTube", "community": "Put your dot on call", "text": "please give us the ability to change our dots voices separately from a chat gpt voices thank you", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgyC7e5AW_XrDTdr6ud4AaABAg"}, {"agent": "dots", "date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@openai dots should support female voices😀, the male voice lacks clarity.", "link": "https://twitter.com/2110862543891976192/status/2110938927951720701"}]}, {"theme": "Spoken voice replies from the agent", "criterion": "ask.voice", "authorWeeks": 39, "posts": 39, "agents": [{"id": "muse", "authorWeeks": 32}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-14", "source": "Play Store", "community": "Play Store", "text": "muse is a wonderful thing. it takes your workload down so you have more time to do other things. the only downfall is it doesn't have a voice. i would like for it to talk so i don't have to look at my screen and read it. maybe in a future update.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-10-12", "source": "App Store", "community": "App Store", "text": " voice option would be great, especially when they’re responding. there’s no sound.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-10-07", "source": "YouTube", "community": "The Biggest Launch Since ChatGPT (Muse)", "text": "nobody's talking about the white elephant besides the data capture issue. on an iphone you can talk to it, but it doesn't talk back. it's also slow, and in my testing it felt less capable than i expected, so i honestly don't know where the hype is coming from.", "link": "https://www.youtube.com/watch?v=1LRvMRC_pfY&lc=UgzXojQuERc1dbLK7Ux4AaABAg"}]}, {"theme": "CarPlay and in-car support", "criterion": "ask.voice", "authorWeeks": 38, "posts": 39, "agents": [{"id": "grok-bot", "authorWeeks": 20}, {"id": "muse", "authorWeeks": 14}, {"id": "hark", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "feature request for @bot: let my main bot call me on my real number when something important comes up. and the other way round too, a number i can call my bot on, or proper carplay support so i can start a voice call while driving. [link]", "link": "https://twitter.com/1678828162631753728/status/2111715432243581013"}, {"agent": "muse", "date": "2026-10-17", "source": "Play Store", "community": "Play Store", "text": "best assistant i've tried yet, be nice for it to have a voice and ability to freely talk, i know you can do voice notes but it's a bit clunky if your driving and need it to answer emails or approve something or let a contact know you're arriving in xx minutes", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "hark", "date": "2026-10-15", "source": "X", "community": "@hark_labs", "text": "@altharbor @adcock_brett @hark_labs will say though, as a commuter no carplay app to pair with ios has been a bit of a pain. i like hark's interface more, but claude will allow me to review my notes and converse, without trying to grab for the phone's microphone feature", "link": "https://twitter.com/1616914904581013506/status/2110584161463664769"}]}, {"theme": "Phone calls with the agent", "criterion": "ask.voice", "authorWeeks": 35, "posts": 37, "agents": [{"id": "muse", "authorWeeks": 15}, {"id": "grok-bot", "authorWeeks": 8}, {"id": "hark", "authorWeeks": 5}, {"id": "hermes-agent", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-18", "source": "X", "community": "@NousResearch", "text": "what is one thing that would be awesome for the @nousresearch hermes’ app?\nmy pick: the phone call feature \ndots has this and man it’s such an awesome tool to get stuff done on the move, or if you cbf being at your station.\nwhat would you add?", "link": "https://twitter.com/1258073975139078145/status/2111789399058911380"}, {"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "feature request for @bot: let my main bot call me on my real number when something important comes up. and the other way round too, a number i can call my bot on, or proper carplay support so i can start a voice call while driving. [link]", "link": "https://twitter.com/1678828162631753728/status/2111715432243581013"}, {"agent": "muse", "date": "2026-10-18", "source": "X", "community": "@muse", "text": "recently tried to have muse respond to me with voice, and it feels pretty good. although @muse does not support voice calls right now, this feature is indeed very much needed, calling! [link]", "link": "https://twitter.com/2083131423259856896/status/2111671450621096445"}]}, {"theme": "Read-aloud button for text replies", "criterion": "ask.voice", "authorWeeks": 27, "posts": 30, "agents": [{"id": "muse", "authorWeeks": 15}, {"id": "grok-bot", "authorWeeks": 10}, {"id": "dots", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-14", "source": "YouTube", "community": "What's new in Grok Bot - Oct 13, 2026", "text": "hello, thank you for your work! great updates this week. can i ask you to please consider adding a - speak out loud button to the bot’s replies? similar to the one that regular grok has. it would be very helpful in some instances!", "link": "https://www.youtube.com/watch?v=8_K9yAckFh0&lc=UgzhOUds01etGNp2FBN4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-12", "source": "X", "community": "@bot", "text": "@elonmusk @teslaconomics @emostaque @bot @grok in the app, i’d like it if you could click one of the bubble responses and have it speak it in in a voice so i can listen to what it said in the car or walking.", "link": "https://twitter.com/14571603/status/2109686976152584290"}, {"agent": "muse", "date": "2026-10-03", "source": "Play Store", "community": "Play Store", "text": "please add a text to speech button to use for free in the app.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"theme": "Better overall voice mode quality", "criterion": "ask.voice", "authorWeeks": 26, "posts": 26, "agents": [{"id": "grok-bot", "authorWeeks": 11}, {"id": "hermes-agent", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-14", "source": "X", "community": "@bot", "text": "@bot the voice chat experience is trash. please focus more resources so you can match chatgpt", "link": "https://twitter.com/15886909/status/2110195546149523947"}, {"agent": "hark", "date": "2026-10-08", "source": "X", "community": "@hark_labs", "text": "24h with @hark_labs. i use muse, cue and dot daily, and hark still surprised me. chat + live panels + an agent you watch work: a new way to use ai.\nas a founder building ai agents, i know how hard that is.\nwishlist: voice like dot, easier account linking. @adcock_brett [link]", "link": "https://twitter.com/2084027318029443072/status/2108013834166497324"}, {"agent": "muse", "date": "2026-10-05", "source": "X", "community": "@muse", "text": "@poteto i hope for @muse catch up with this level of voice mode 🥲", "link": "https://twitter.com/1149206407490625537/status/2107197385718022334"}]}, {"theme": "Hands-free continuous voice conversation", "criterion": "ask.voice", "authorWeeks": 26, "posts": 26, "agents": [{"id": "muse", "authorWeeks": 21}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-09", "source": "Play Store", "community": "Play Store", "text": "this is awesome. needs more functionality like voice conversations instead of having to push the microphone button every time. needs to be able to clone or model a real human voice instead of only picking from lame robot options.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-10-06", "source": "Play Store", "community": "Play Store", "text": "the only things missing is handfree voice activation and the ai speaking back to you. thus 4 stars. i'm reserving the last star for when muse gets both of those features. besides that, it's phenomenal..", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "hermes-agent", "date": "2026-10-06", "source": "X", "community": "@NousResearch", "text": "@nousresearch is there a “hands free mode” where you can just have a real time conversation with hermes for it to get things done without ever touching your pc or phone? @nousresearch", "link": "https://twitter.com/1988675154705281027/status/2107462794127778004"}]}, {"theme": "Accurate speech recognition", "criterion": "ask.voice", "authorWeeks": 21, "posts": 21, "agents": [{"id": "muse", "authorWeeks": 8}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "hark", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-15", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "text": "man, hark pro, has changed the game. \n90% upside to my life. \nthe 10% downside.. the audio transcription is just not great at picking up my voice \n+ if i could talk to it as freely as i do claude then i’d be happy.", "link": "https://twitter.com/152014124/status/2110786083302846677"}, {"agent": "hark", "date": "2026-10-11", "source": "X", "community": "@hark_labs", "text": "@adcock_brett please make the voice transcription of the @hark_labs better. it is worse than the ios default voice typing atp", "link": "https://twitter.com/1086658166161584129/status/2109080830765375565"}, {"agent": "hark", "date": "2026-10-07", "source": "App Store", "community": "App Store", "text": "the design is great. it poorly recognizes russian speech. it lacks a voice mode. but still, i give it a 5. as a personal assistant, it's good.", "link": "https://apps.apple.com/kz/app/hark-pro/id6772362941"}]}, {"theme": "Shortcut buttons and push-to-talk to start voice", "criterion": "ask.voice", "authorWeeks": 18, "posts": 19, "agents": [{"id": "grok-bot", "authorWeeks": 12}, {"id": "dots", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-18", "source": "X", "community": "@NousResearch", "text": "@duskunzzz @nousresearch i’d be happy with any quick remote voice input option. hopefully ios app will have it.", "link": "https://twitter.com/2034530639584829440/status/2111793338181644761"}, {"agent": "openclaw", "date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "how has no lab ai agent voice note function appeared on the action button on the iphone yet? i still have to use a hack vibed one into my openclaw \n@grok @bot pls 🙏 @cursor_ai", "link": "https://twitter.com/276479018/status/2111637664927797516"}, {"agent": "dots", "date": "2026-10-16", "source": "YouTube", "community": "Put your dot on call", "text": "i love my dot (smith)\nwhen will we be able to set up more than one?\nand when will there be a shortcut to start a voice call or leave a note for it?", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=Ugyi7CEbSUP0WwgvzJp4AaABAg"}]}, {"theme": "Voice dictation and voice notes input", "criterion": "ask.voice", "authorWeeks": 16, "posts": 17, "agents": [{"id": "grok-bot", "authorWeeks": 6}, {"id": "muse", "authorWeeks": 6}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "hey @bot since today's grok bot update, the mic button turns into stop while a message is processing, so i can't queue up voice notes anymore. text input still works. could you bring the mic back next to stop? dictating several messages in a row was my favorite workflow.", "link": "https://twitter.com/346574807/status/2107437749917892630"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@maiyangai @poteto @lingxi @johnbai @pengzheng_ @grok @bot “@xai feature request: voice in, text out. speaking questions saves typing time, but listening to long answers line by line is slower than reading — text appears instantly. a hybrid mode would save users real time. @grok”", "link": "https://twitter.com/1182966777711595521/status/2106454231259762973"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@lingxi @bot absolutely must get rid of the stop button while thinking.\ngo ahead and think but do not prevent me from sending more audio recordings to grok bot. the stop button effectively disables the record button.", "link": "https://twitter.com/2007727575121240064/status/2106401958848532982"}]}]}, "ask.conversation": {"authorWeeks": 484, "themes": [{"theme": "Multiple separate chat threads per agent", "criterion": "ask.conversation", "authorWeeks": 35, "posts": 37, "agents": [{"id": "muse", "authorWeeks": 10}, {"id": "dots", "authorWeeks": 8}, {"id": "grok-bot", "authorWeeks": 7}, {"id": "hermes-agent", "authorWeeks": 5}, {"id": "openclaw", "authorWeeks": 4}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-18", "source": "X", "community": "@muse", "text": "@muse is it possible to add the option to have your gadget conversations inside side chats instead of it always going to the main chat? i have a huge main chat and i don’t want to use all its context every time i ask a question through my gadget. please!", "link": "https://twitter.com/92956675/status/2111903900714578274"}, {"agent": "dots", "date": "2026-10-16", "source": "YouTube", "community": "Put your dot on call", "text": "i love my dot (smith)\nwhen will we be able to set up more than one?\nand when will there be a shortcut to start a voice call or leave a note for it?", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=Ugyi7CEbSUP0WwgvzJp4AaABAg"}, {"agent": "muse", "date": "2026-10-14", "source": "X", "community": "@muse", "text": "also can we have multiple agent chats in @muse ??\nlike @bot [link]", "link": "https://twitter.com/1708061001642299392/status/2110248243980632348"}]}, {"theme": "Session continuity across devices and channels", "criterion": "ask.conversation", "authorWeeks": 29, "posts": 29, "agents": [{"id": "hermes-agent", "authorWeeks": 20}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-14", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@witcheer sessions that persist between telegram and hermes desktop please 🙏", "link": "https://twitter.com/24002650/status/2110169515845673125"}, {"agent": "hermes-agent", "date": "2026-10-10", "source": "Reddit", "community": "r/hermesagent", "text": "to be able to pick up a session started in the tui or desktop app on mobile. i’ve tested ~~conduit~~ and it would not do that.\nedit: i got the app wrong. it could have been one of several others i tried.", "link": "https://www.reddit.com/r/hermesagent/comments/1x1zdix/what_do_you_want_in_a_hermes_mobile_app/pf0xo95/"}, {"agent": "hermes-agent", "date": "2026-10-09", "source": "X", "community": "@NousResearch", "text": "trying to use hermes desktop between 2 devices is not fun.\nwhy did you guys add this cc @nousresearch @teknium @witcheer \nthis is inconvenient ux, and i don't recall having to deal with this back before sept.\ni could just swap between devices and continue sessions... [link]", "link": "https://twitter.com/246911146/status/2108545353729404993"}]}, {"theme": "Open-ended conversational chat mode", "criterion": "ask.conversation", "authorWeeks": 28, "posts": 28, "agents": [{"id": "muse", "authorWeeks": 21}, {"id": "gemini-spark", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "gemini-spark", "date": "2026-10-13", "source": "X", "community": "X search: Gemini Spark", "text": "looks like google got rid of gemini spark and now it's a task selection under the chatbox.\ngood step in the right direction towards simplification!\nobvious next step is to not differentiate between task/chat and just let the model decide what to do based on input. [link]", "link": "https://twitter.com/2041592529934561280/status/2110045119189844240"}, {"agent": "hark", "date": "2026-10-13", "source": "X", "community": "@hark_labs", "text": "@ricosystems @hark_labs absolutely! plus a proper conversation back and forth like grokbot but with hark would definitely push the flow of progress.", "link": "https://twitter.com/1850072330929635328/status/2109957680140063005"}, {"agent": "muse", "date": "2026-10-12", "source": "Play Store", "community": "Play Store", "text": "so far very very good, it just needs to be able to have a fluid conversation and it would be perfect.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"theme": "Projects and folders to organize chats", "criterion": "ask.conversation", "authorWeeks": 25, "posts": 25, "agents": [{"id": "muse", "authorWeeks": 8}, {"id": "hermes-agent", "authorWeeks": 7}, {"id": "grok-bot", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-09", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "@alexandr_wang we need workspaces, chat grouping in meta muse. are you able to deliver the update in more or less 5 to 10 minutes please?", "link": "https://twitter.com/243799262/status/2108650950206636219"}, {"agent": "muse", "date": "2026-10-07", "source": "X", "community": "@muse", "text": "@theaaron @muse @thomasscialom @aiatmeta folders or tags or something to group like side chats and artifacts.", "link": "https://twitter.com/12598462/status/2107883131797635288"}, {"agent": "hark", "date": "2026-10-07", "source": "X", "community": "@hark_labs", "text": "@adcock_brett @hark_labs feature request: need a way to add chat messages to created projects or create a new one directly from the chat screen or home, instead of moving to the projects tab. @hark_labs", "link": "https://twitter.com/336671629/status/2107856265439535272"}]}, {"theme": "Organize bots into folders or groups", "criterion": "ask.conversation", "authorWeeks": 20, "posts": 20, "agents": [{"id": "grok-bot", "authorWeeks": 14}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 3}], "examples": [{"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk @brianroemmele @grok @bot a dashboard view of our bots. the conversation ui is fine for little things, but not well adapted for a bigger use imo.", "link": "https://twitter.com/1650142368421560322/status/2108115336457506902"}, {"agent": "grok-bot", "date": "2026-10-05", "source": "Play Store", "community": "Play Store", "text": "the app is excellent for productivity; however, the bots multiply quickly, and it would really be necessary to be able to organize them by grouping them under different tabs, which is sorely lacking.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "hermes-agent", "date": "2026-10-05", "source": "X", "community": "@NousResearch", "text": "i love using @nousresearch hermes agent, but for past few days i am using it less and less\n- way too many updates\n- laggy desktop app\n- bad ui ux for using multiple agents\nmainly using via telegram only if i need it, such a good product but not getting the enough polishing", "link": "https://twitter.com/859352884886077440/status/2106975025307828311"}]}, {"theme": "Unified interface across products", "criterion": "ask.conversation", "authorWeeks": 20, "posts": 20, "agents": [{"id": "grok-bot", "authorWeeks": 8}, {"id": "openclaw", "authorWeeks": 6}, {"id": "dots", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-05", "source": "X", "community": "@NousResearch", "text": "@joeldeteves @nousresearch i’m so unbelievably psyched for the mobile drop\ncan’t wait to have 1 main operation hub across devices\nthere’s some logic to the madness but i currently jump between agents in discord, telegram, terminal, &amp; hermes desktop 🫠", "link": "https://twitter.com/1270109352582623234/status/2106937488186978517"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@spacexai @grok @bot \nshouldn’t grok be the single front door for everything, with grokbot running underneath it?\nlet’s keep it simple.", "link": "https://twitter.com/434297908/status/2106401774978674692"}, {"agent": "openclaw", "date": "2026-09-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "openai bought openclaw but somehow behind in the making of app like grok bot and muse 🤔 maybe they invested too much on work mode which turns out a flaw and should be merged into normal chat.", "link": "https://twitter.com/4509911652/status/2100742594200490159"}]}, {"theme": "Easier switching and navigation between chats", "criterion": "ask.conversation", "authorWeeks": 16, "posts": 18, "agents": [{"id": "muse", "authorWeeks": 6}, {"id": "hermes-agent", "authorWeeks": 5}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-14", "source": "X", "community": "@muse", "text": "@alexandr_wang @finkd i have used @muse more then any human on earth. i have a couple changes that i think could help.\n1. make mobile ui easier to use multi task control. right now ui is confusing. especially talking in the main chat doing side chat stuff is confusing.", "link": "https://twitter.com/1963133126391083008/status/2110477901103591874"}, {"agent": "hermes-agent", "date": "2026-10-08", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@teknium maybe it's just me, i've gotten used to using telegram, but the hermes desktop interface is very confusing, too compact, and i don't understand how to easily switch between sessions.", "link": "https://twitter.com/482057965/status/2108306208398692733"}, {"agent": "hark", "date": "2026-10-08", "source": "X", "community": "@hark_labs", "text": "@hark_labs i think \"new chat\" should be a thing instead of opening a project each time [link]", "link": "https://twitter.com/767326240827174912/status/2108035871425659133"}]}, {"theme": "Search and browse past chats", "criterion": "ask.conversation", "authorWeeks": 16, "posts": 16, "agents": [{"id": "hermes-agent", "authorWeeks": 4}, {"id": "muse", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 2}], "examples": [{"agent": "dots", "date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "a little ux wishlist for chatgpt dots, @openai 👀\n• bring back swipe-right-to-reply\n• add a search bar for our dot conversations\n• give dots an android home-screen widget\nsmall touches that would make everyday use so much nicer. especially that widget 🥹", "link": "https://twitter.com/1843728766541148160/status/2111313894115520909"}, {"agent": "openclaw", "date": "2026-09-21", "source": "X", "community": "@openclaw", "text": "@openclaw is getting even better by the update! \nthe only feature i missed from codex was the comment on highlight from a response, but in the latest version we got it and i officially don't miss a thing from any other harness. \neven mobile just lacks global search to be perfect.", "link": "https://twitter.com/1252539961888432129/status/2102109554666336572"}, {"agent": "hermes-agent", "date": "2026-09-13", "source": "X", "community": "@NousResearch", "text": "@nousresearch could we get some bot bug fixes?\ni have been reporting but can’t see any update😅\nusing desktop app and having tough times fining previous chat sessions with my bots.\nalso, would love to have a separate settings for each profile/agent for bot mode.", "link": "https://twitter.com/1261373678526349312/status/2099213050276352375"}]}, {"theme": "Persistent chat history", "criterion": "ask.conversation", "authorWeeks": 15, "posts": 15, "agents": [{"id": "hermes-agent", "authorWeeks": 6}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "muse", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-06", "source": "X", "community": "@muse", "text": "@startupoppa @muse chat is great until “where were we?” becomes your most-used prompt.\nconversations scroll away. unfinished work shouldn’t.", "link": "https://twitter.com/9982592/status/2107578099097543011"}, {"agent": "hermes-agent", "date": "2026-10-04", "source": "X", "community": "@NousResearch", "text": "@bearhuddleston @nousresearch the reply surviving a page reload is the bit i'd have missed. on a phone the browser kills the tab the moment you switch apps.\nhope this one gets merged soon.", "link": "https://twitter.com/11470662/status/2106650048310436095"}, {"agent": "hermes-agent", "date": "2026-10-04", "source": "X", "community": "@NousResearch", "text": "@bearhuddleston @nousresearch does the reply recover after locking the phone or switching from wifi to mobile data too? keeping your place through those interruptions would be really useful.", "link": "https://twitter.com/2078540877123772416/status/2106625953049030860"}]}, {"theme": "Group chats with other people", "criterion": "ask.conversation", "authorWeeks": 14, "posts": 15, "agents": [{"id": "openclaw", "authorWeeks": 5}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "muse", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-07", "source": "Reddit", "community": "r/GrokBot", "text": "will i be able to add some humans to conversations im having with my agents? how would that work?", "link": "https://www.reddit.com/r/GrokBot/comments/1x09flh/add_and_talk_with_humans/"}, {"agent": "openclaw", "date": "2026-10-05", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@sean_j_roberts when i tried muse didn’t allow for group chats yet (very unfortunate), we’re using openclaw for now.\nwhat’s your use case?", "link": "https://twitter.com/127770441/status/2107078173489865012"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@openbot_ @openbot really cool been using for a while now \ni would like to see a group chat similar to grok bot , so i can keep separate projects, is in the works? tnks!", "link": "https://twitter.com/1612238947890888705/status/2106345727345705063"}]}, {"theme": "Built-in task list alongside chats", "criterion": "ask.conversation", "authorWeeks": 14, "posts": 14, "agents": [{"id": "hermes-agent", "authorWeeks": 6}, {"id": "grok-bot", "authorWeeks": 5}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-12", "source": "Reddit", "community": "r/hermesagent", "text": "first of all absolutely amazing. i almost prefer it over the desktop official. maybe could be considered for mac as well? one thing i found is on kanban that if a tasked is blocked i can’t answer it in the card at least not as long it’s in the blocked row.", "link": "https://www.reddit.com/r/hermesagent/comments/1x3pfps/hermes_conduit_0117_update_your_agent_can_call/pfj22vq/"}, {"agent": "muse", "date": "2026-10-06", "source": "X", "community": "@muse", "text": "so @muse does have this section but a to do list might be the right form factor at scale.\nchat just feels all over the place once you have enough topics in parallel.\nif instinct/muse whoever’s lead got sharp taste they gotta pick it up fast [link] [link]", "link": "https://twitter.com/1176051260/status/2107575426055118936"}, {"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "@bot", "text": "@bot needs a place for each bots tasks please 😔\ni dont want to connect outside task software.\n@grok any suggestions? is this feature suggestion being asked for yet?", "link": "https://twitter.com/1862180628399079424/status/2107188803685552255"}]}, {"theme": "Clear context and start a fresh chat", "criterion": "ask.conversation", "authorWeeks": 14, "posts": 14, "agents": [{"id": "grok-bot", "authorWeeks": 5}, {"id": "muse", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-15", "source": "App Store", "community": "App Store", "text": "it is wonderful i just don’t like how unlike chatgpt you can’t restart main chat", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "openclaw", "date": "2026-10-12", "source": "X", "community": "@openclaw", "text": "@openclaw windows:\n2026.10.2 still has 2 windows bugs from 10.1:\n1. sleep expires the gateway's 60s ownership heartbeat → crash. fix: recheck locks, replace the worker\n2. dropped empty turns break anthropic message order → chats need /new. fix: restore user-turn boundaries", "link": "https://twitter.com/91691051/status/2109775952024924424"}, {"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@lingxi @bot could we get options to compact the conversation and start a new chat? also, grok bot chats with images feel heavy and laggy on my phone.", "link": "https://twitter.com/448837297/status/2106949077959368929"}]}]}, "ask.speed": {"authorWeeks": 234, "themes": [{"theme": "Faster general reply speed", "criterion": "ask.speed", "authorWeeks": 92, "posts": 92, "agents": [{"id": "muse", "authorWeeks": 40}, {"id": "grok-bot", "authorWeeks": 22}, {"id": "hermes-agent", "authorWeeks": 16}, {"id": "openclaw", "authorWeeks": 8}, {"id": "dots", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 3}], "examples": [{"agent": "muse", "date": "2026-10-13", "source": "App Store", "community": "App Store", "text": "does its job, i would like it to be faster and to work across apps but well. it can’t be perfect…", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-10-12", "source": "App Store", "community": "App Store", "text": "it takes a long time to give a response, fix that or i'm going to chatgpt.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-10-10", "source": "X", "community": "@muse", "text": "@jackfriks @muse hope @muse speeds this up. you and @satosh0xsol are my go-to finance accounts.", "link": "https://twitter.com/1699631729617534976/status/2108917479062032772"}]}, {"theme": "Faster, less laggy app", "criterion": "ask.speed", "authorWeeks": 38, "posts": 40, "agents": [{"id": "hermes-agent", "authorWeeks": 15}, {"id": "grok-bot", "authorWeeks": 10}, {"id": "muse", "authorWeeks": 7}, {"id": "openclaw", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-12", "source": "Reddit", "community": "r/hermesagent", "text": "please, make the chat interface…faster, smoother. now it always loads something, syncing something another.\nux experience in telegram is much faster as for me.\notherwise, the app is great.", "link": "https://www.reddit.com/r/hermesagent/comments/1x3pfps/hermes_conduit_0117_update_your_agent_can_call/pffmrvz/"}, {"agent": "hark", "date": "2026-10-10", "source": "X", "community": "@hark_labs", "text": "@adcock_brett loving @hark_labs but can we please have better performance on low end devices? it laggs a bit rn", "link": "https://twitter.com/1289980460244713473/status/2108750508445794757"}, {"agent": "hermes-agent", "date": "2026-10-09", "source": "Reddit", "community": "r/hermesagent", "text": "all is in the title... it gets a little better after a hermes restart, but just creating a new session takes 2/3s, i get freezes loading medium length sessions etc.\ncpu is barely registering hermes so i don't know what it's doing...", "link": "https://www.reddit.com/r/hermesagent/comments/1x1ka5z/hermes_desktop_slow_as_hell/"}]}, {"theme": "Faster end-to-end task completion", "criterion": "ask.speed", "authorWeeks": 34, "posts": 37, "agents": [{"id": "dots", "authorWeeks": 8}, {"id": "grok-bot", "authorWeeks": 7}, {"id": "hermes-agent", "authorWeeks": 7}, {"id": "muse", "authorWeeks": 7}, {"id": "openclaw", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-18", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@chatgpt dots need a serious speed boost if they want to be competitive. the time between actions taken is excessively slow.", "link": "https://twitter.com/1983668982956920832/status/2111857541701681211"}, {"agent": "dots", "date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@openai dots and sol are just so slow it's pathetic please improve that god damn", "link": "https://twitter.com/2002411334865190913/status/2111232883063152738"}, {"agent": "muse", "date": "2026-10-11", "source": "App Store", "community": "App Store", "text": "it worked book hotels but it was so slow i fell asleep a few times. changes name to slow mice", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}, {"theme": "Instant call pickup without fake ringing", "criterion": "ask.speed", "authorWeeks": 20, "posts": 20, "agents": [{"id": "dots", "authorWeeks": 12}, {"id": "grok-bot", "authorWeeks": 5}, {"id": "hermes-agent", "authorWeeks": 3}], "examples": [{"agent": "dots", "date": "2026-10-16", "source": "YouTube", "community": "Put your dot on call", "text": "it would be amazing if calls didn't take so long to connect or dots didn't suddenly lose access to your codex all the time. when integration isn't an issue, dots are really powerful", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgzzwlgbTYDmrMUlTQ14AaABAg"}, {"agent": "dots", "date": "2026-10-10", "source": "YouTube", "community": "ChatGPT Dots Is WAY More Powerful Than You Think", "text": "i wish that the call didn’t ring 3 or 4 times. i was used to the voice mode that starts immediately.", "link": "https://www.youtube.com/watch?v=WXhOxfPECnM&lc=UgwfZspntayrj7ZAmnZ4AaABAg"}, {"agent": "dots", "date": "2026-10-09", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "my @chatgpt dot “call” rings 5x then fails\nmy @grok @bot picks up within 1 sec and gets to work \nthe fake phone call set up is a terrible product decision, especially when your\n“always on assistant” just… isn’t on? [link]", "link": "https://twitter.com/1756394384655003648/status/2108566954474938847"}]}, {"theme": "Ultrafast mode or faster model option", "criterion": "ask.speed", "authorWeeks": 10, "posts": 10, "agents": [{"id": "hermes-agent", "authorWeeks": 6}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-10-12", "source": "X", "community": "@muse", "text": "if you promose this tok/sec @muse i will take 100 form claude and codex and give it to you.\n@alexandr_wang", "link": "https://twitter.com/323839681/status/2109712719347904712"}, {"agent": "hermes-agent", "date": "2026-10-07", "source": "X", "community": "@NousResearch", "text": "@nousresearch @wsj @nvidia @m12vc @samsungnext @robotventures @usv @ycombinator @menloventures @nousresearch hermes benefits from a large model but mobile needs speed. they might need distillation for the app to work well on phones.", "link": "https://twitter.com/417508671/status/2107886053700837861"}, {"agent": "hermes-agent", "date": "2026-10-01", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "what we need to fix next with ai... ?\ninference speed. \nafter using some of these other open source ai models with my hermes agent, i realize that the frontier models are simply too slow.", "link": "https://twitter.com/234669170/status/2105637765610148199"}]}, {"theme": "Faster replies over messaging channels", "criterion": "ask.speed", "authorWeeks": 8, "posts": 9, "agents": [{"id": "grok-bot", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 2}], "examples": [{"agent": "hermes-agent", "date": "2026-10-11", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "i tried to set up my own hermes agent. didn't take me that much time but i couldn't make it reply fast enough through telegram (openai sub behind). grok bot instantly solved most of my pain points. now i don't know if i should sacrifice my context for unmatched convenience", "link": "https://twitter.com/1018208655827750913/status/2109341160409841795"}, {"agent": "grok-bot", "date": "2026-10-02", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk grok bot has been unusable for a week — 25-30 min message delays. reported via cursor ticket t-g23547 on sep 26, 4 follow-ups, no fix and no real response. paying users deserve better than silence.", "link": "https://twitter.com/2074162920788033536/status/2105885740672365014"}, {"agent": "openclaw", "date": "2026-09-30", "source": "X", "community": "@openclaw", "text": "@openclaw anyone been able to get rid of the super slowwwww telegram responses? streaming mode specifically. the letters crawwwwllll when the agent is responding and it takes forever to get the reply.", "link": "https://twitter.com/2007603234731634691/status/2105357579824333053"}]}, {"theme": "Faster, reliable updates and startup", "criterion": "ask.speed", "authorWeeks": 7, "posts": 7, "agents": [{"id": "openclaw", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 3}], "examples": [{"agent": "openclaw", "date": "2026-10-10", "source": "X", "community": "@openclaw", "text": "@heyneighbor @openclaw every time there's a update it takes at least a hour to update and sort out \nnot the best story. but a true one lol.\nother than that - i use a local model generate art prompts in comfyui", "link": "https://twitter.com/1437260137/status/2109001780185235737"}, {"agent": "hermes-agent", "date": "2026-09-30", "source": "X", "community": "@NousResearch", "text": "@mewwts @nousresearch updates takes 20 minutes if not crashed (crashes half of the time).", "link": "https://twitter.com/1308155195961081856/status/2105118773300654207"}, {"agent": "openclaw", "date": "2026-09-21", "source": "Reddit", "community": "r/openclaw", "text": "guys\ni’ve been using open claw for months and after the update 9.5 it is taking around five minutes to start. anybody with something like that i do not have a special configuration.", "link": "https://www.reddit.com/r/openclaw/comments/1wlyigq/is_it_me_or_openclaw_is_becoming_slow_to_start/"}]}, {"theme": "Faster tool and skill calls", "criterion": "ask.speed", "authorWeeks": 6, "posts": 6, "agents": [{"id": "hermes-agent", "authorWeeks": 4}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@lingxi @elonmusk @bot tool calls done when talking with the bot are very slow.", "link": "https://twitter.com/1367216960/status/2106343500048482695"}, {"agent": "openclaw", "date": "2026-10-01", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@nousresearch i think tool and skill calls are too slow there. journey with these types was openclaw(why this trash keeps crashing)&gt;hermes(woah, this is what claw should have been)&gt;opencode(whoa, why so fast)", "link": "https://twitter.com/1642587862704029703/status/2105695009605579120"}, {"agent": "hermes-agent", "date": "2026-09-18", "source": "X", "community": "@NousResearch", "text": "@tamarajtran @typesafeai @nousresearch guys can we have something similar for hermes agent? would love to fast tool calls and better context compaction handling 😎💪🏻", "link": "https://twitter.com/754779383756390400/status/2100924164035219864"}]}, {"theme": "Faster speed with third-party model providers", "criterion": "ask.speed", "authorWeeks": 5, "posts": 7, "agents": [{"id": "hermes-agent", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-09", "source": "Reddit", "community": "r/hermesagent", "text": "same prompt in claude code takes 10 minutes, in hermes with claude sdk plugin it takes over 45 minutes", "link": "https://www.reddit.com/r/hermesagent/comments/1x1tpen/hermes_with_claude_plugin_sdk_is_5x_slower/pexlgd5/"}, {"agent": "hermes-agent", "date": "2026-10-07", "source": "X", "community": "@NousResearch", "text": "one thing where grok bot wins hands down is the speed, it replies almost instantly. \ni assume it's because my hermes works via maple, so the reasoning and roundtrips take much longer. i hope this will improve, too. \n@trymapleai @nousresearch @bot", "link": "https://twitter.com/2077320432852611072/status/2107770363874795800"}, {"agent": "hermes-agent", "date": "2026-10-07", "source": "X", "community": "@NousResearch", "text": "@nousresearch the problem is that claude inside hermes is x5 slower than in claude code.", "link": "https://twitter.com/1949552628213637120/status/2107742887245144393"}]}, {"theme": "Faster email and calendar tasks", "criterion": "ask.speed", "authorWeeks": 5, "posts": 5, "agents": [{"id": "gemini-spark", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "gemini-spark", "date": "2026-09-26", "source": "X", "community": "X search: Gemini Spark", "text": "i had gemini spark do a bulk review of my google calendar, but it was really slow and required approval every time i deleted an event, so i entrusted it to chatgpt work, and it did it quickly, showing a clear difference in capability.", "link": "https://twitter.com/17202355/status/2103818012243677577"}, {"agent": "gemini-spark", "date": "2026-09-21", "source": "X", "community": "X search: Gemini Spark", "text": "gemini spark is very slow, even correcting a detail in the calendar takes more than 1 minute, i probably wouldn't bother if i didn't use the pro version.", "link": "https://twitter.com/1934256254886502400/status/2102125407642251270"}, {"agent": "grok-bot", "date": "2026-10-12", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk speed on tasks. i've had @bot connected to gmail for a month now, trying to clean up 150k emails (foldering/archiving/unsubscribing/etc), and grokbot couldn't quickly work through those tasks. for example i was able to get my inbox is down from 150k emails to 123k emails by archiving in one month. i connected muse and went from 123k to 77k emails from an archiving sweep in one day", "link": "https://twitter.com/321783167/status/2109724930871058550"}]}, {"theme": "Faster switching between bots and profiles", "criterion": "ask.speed", "authorWeeks": 4, "posts": 4, "agents": [{"id": "hermes-agent", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-09-08", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "if you create a few more bots with hermes agent desktop, switching bots will take a long time, and i don't know if it's my computer's problem or an official bug. is it time to use grok bot? [link]", "link": "https://twitter.com/790804453796352000/status/2097226641533534362"}, {"agent": "hermes-agent", "date": "2026-09-07", "source": "X", "community": "@NousResearch", "text": ". @nousresearch switching between bots is very slow, takes 2 mins, and sometimes crashes [link]", "link": "https://twitter.com/47919865/status/2096947325264437649"}]}, {"theme": "Consistent speed during peak usage", "criterion": "ask.speed", "authorWeeks": 3, "posts": 3, "agents": [{"id": "grok-bot", "authorWeeks": 3}], "examples": [{"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@lingxi @bot clearer error messages and a simple activity history would make troubleshooting much easier. faster responses during peak usage would also be a big win", "link": "https://twitter.com/2096645431694675968/status/2106297895280664660"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@lingxi @bot clearer error messages and a simple activity history would make troubleshooting much easier. faster responses during peak times would also be a big win", "link": "https://twitter.com/2096647070291795968/status/2106297810224402770"}]}]}, "ask.app_client": {"authorWeeks": 787, "themes": [{"theme": "Better overall UI/UX design", "criterion": "ask.app_client", "authorWeeks": 61, "posts": 64, "agents": [{"id": "hermes-agent", "authorWeeks": 32}, {"id": "openclaw", "authorWeeks": 12}, {"id": "grok-bot", "authorWeeks": 6}, {"id": "gemini-spark", "authorWeeks": 4}, {"id": "muse", "authorWeeks": 4}, {"id": "hark", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "@NousResearch", "text": "@jdudley @nousresearch indeed, i'm still using codex because the ui is so good, and i'm looking forward to hermes agent following up.", "link": "https://twitter.com/1601773243161284608/status/2110989524423880870"}, {"agent": "hark", "date": "2026-10-13", "source": "YouTube", "community": "Hark Pro First Look: I'm Testing Hark AI for 5 Days", "text": "@enricoaiyes is faster and more accurate than muse imo but i like muse’s interface is better for me. just a normie not a programmer. if hark adopted muse’s buttons it would be a wrap. plus they need a macos app", "link": "https://www.youtube.com/watch?v=8gqovhTtBl4&lc=UgxfkV6-7p0fReuQUFB4AaABAg.Abs294Z2kRWAbt9v8odqku"}, {"agent": "openclaw", "date": "2026-10-13", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@patrickerichsen @steipete i put openclaw on a macmini at the beginning of this year.\ni’ve primarily built in claude gui because oc said it could build a website and didn’t.\ni would love to see an updated oc ui.\nhow do i gets?", "link": "https://twitter.com/2717940404/status/2110145397289263260"}]}, {"theme": "More interface language support", "criterion": "ask.app_client", "authorWeeks": 45, "posts": 50, "agents": [{"id": "hermes-agent", "authorWeeks": 17}, {"id": "grok-bot", "authorWeeks": 13}, {"id": "muse", "authorWeeks": 11}, {"id": "hark", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}], "examples": [{"agent": "hermes-agent", "date": "2026-10-15", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@nvidiartxspark @asus i would build an app type version of hermes agent style for global south with their languages supported, most dont know english so we really lack the tools for them. #shareyourspark", "link": "https://twitter.com/1464242200942940164/status/2110802023532900802"}, {"agent": "grok-bot", "date": "2026-10-13", "source": "YouTube", "community": "What's new in Grok Bot - Oct 13, 2026", "text": "it’s great that we have lots of languages now on grok bot to choose from, but why it’s only available on the pc? on ios/ipados the language list is very limited. also the settings layout is so different between them.", "link": "https://www.youtube.com/watch?v=8_K9yAckFh0&lc=UgxmYUqa4k980TQDvch4AaABAg"}, {"agent": "openclaw", "date": "2026-10-13", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@zai_org openclaw and zcode are great tools, but localization really needs work. the models (glm 5.3 flash) and ui shouldn't be showing chinese to non-chinese-speaking users. the other day i was showing zcode to a client, and the output suddenly switched to chinese [link]", "link": "https://twitter.com/3290961902/status/2109828448810320165"}]}, {"theme": "Simpler, less cluttered interface", "criterion": "ask.app_client", "authorWeeks": 45, "posts": 45, "agents": [{"id": "hermes-agent", "authorWeeks": 24}, {"id": "openclaw", "authorWeeks": 11}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "muse", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 1}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-10", "source": "YouTube", "community": "The Ultimate Beginner’s Guide to Hermes Agent", "text": "i just wish the ui wasnt dogsh*t, its ugliest ui i have ever seen in my 30 years of internet. looks ugly, feels spammy, dark web vibes", "link": "https://www.youtube.com/watch?v=XNcKUSL1CTE&lc=Ugz6G1vndxPF3dfP2454AaABAg"}, {"agent": "hermes-agent", "date": "2026-10-10", "source": "X", "community": "@NousResearch", "text": "@teknium @nousresearch we need the bot mode to be as good as @bot \n1. clean, minimal design \n2. ios app \n3 . better orchestration\n4. groups should be active \n5. easier autonomous work", "link": "https://twitter.com/2375658807/status/2108881069919305728"}, {"agent": "hermes-agent", "date": "2026-10-09", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@poteto @koltregaskes @bot i want hermes agent, but better. hermes is powerful but too much upkeep for a solo founder. grok bot is far simpler, and i love that it's now more model agnostic and picks the best model. i'd pay for its ui on top of hermes' power and ownership. [link]", "link": "https://twitter.com/1074414809607618560/status/2108678329620685182"}]}, {"theme": "Fix general app bugs and crashes", "criterion": "ask.app_client", "authorWeeks": 39, "posts": 41, "agents": [{"id": "openclaw", "authorWeeks": 12}, {"id": "hermes-agent", "authorWeeks": 10}, {"id": "muse", "authorWeeks": 8}, {"id": "grok-bot", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-10", "source": "X", "community": "@muse", "text": "@muse the ipad version keeps crashing, has anyone encountered this?", "link": "https://twitter.com/2036637139920949248/status/2108902134163165652"}, {"agent": "dots", "date": "2026-10-09", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@chatgpt dots is not available yet lil bro\nhow about we ship those features for everyone, or here is some thinking outside of the box:\n- fix the damn app first before more launching features.\ncc @thsottiaux", "link": "https://twitter.com/982013485134548994/status/2108661340965347622"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "Play Store", "community": "Play Store", "text": "crash... everything needs to be re-transmitted, hope it can be resolved.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}]}, {"theme": "Fewer ads", "criterion": "ask.app_client", "authorWeeks": 33, "posts": 33, "agents": [{"id": "muse", "authorWeeks": 28}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-15", "source": "Play Store", "community": "Play Store", "text": "why don't you do something about your advert which crashes my game. if you can't even make functional adverts, why should i trust you to help me with difficult stuff?", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "muse", "date": "2026-10-14", "source": "Play Store", "community": "Play Store", "text": "many ads is confusing which is to be selected clean unnecessary file. be simple and direct point of your expe tation.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "X", "community": "@bot", "text": "@grok @potus @elonmusk @jensenhuang @itwsports @bot @sundarpichai @google your ads needs to stop on my chat its not romantic", "link": "https://twitter.com/3905482405/status/2107801117073756533"}]}, {"theme": "Fix desktop app bugs and stability", "criterion": "ask.app_client", "authorWeeks": 29, "posts": 31, "agents": [{"id": "hermes-agent", "authorWeeks": 25}, {"id": "openclaw", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-09", "source": "X", "community": "@NousResearch", "text": "@imbabybrooklyn @nousresearch awesome works on cli too, but it fails on the desktop.", "link": "https://twitter.com/838116065250988032/status/2108621241334538263"}, {"agent": "hermes-agent", "date": "2026-10-08", "source": "X", "community": "@NousResearch", "text": "@nousresearch @wsj @nvidia @m12vc @samsungnext @robotventures @usv @ycombinator @menloventures great news! do you now have tokens to fix the dekstop app please? 😬", "link": "https://twitter.com/800428109006704640/status/2108169200015446354"}, {"agent": "hermes-agent", "date": "2026-09-26", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "40% of codex usage and counting, just trying to get my hermes desktop app working properly….all day lost and still not working. @teknium the app used to work perfectly, any advice, tip anything? i’m so desperate. every time i update the app gets worse.", "link": "https://twitter.com/1171256013472718849/status/2103715371463160059"}]}, {"theme": "Better desktop app UI/UX", "criterion": "ask.app_client", "authorWeeks": 28, "posts": 28, "agents": [{"id": "hermes-agent", "authorWeeks": 21}, {"id": "grok-bot", "authorWeeks": 5}, {"id": "hark", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk @bot elon can you make grok bot windows client better? so far it's shit", "link": "https://twitter.com/1086080362038476802/status/2111314507763232849"}, {"agent": "hermes-agent", "date": "2026-10-13", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@witcheer the layout control is atrocious.\ni use hermes desktop to work and it's killing me sometimes. can't move to preview window.\nif i close preview window it's gone, i can never find it again.", "link": "https://twitter.com/2831550836/status/2110149581740576924"}, {"agent": "hermes-agent", "date": "2026-10-11", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@teknium can we make hermes desktop ui more user friendly like codex?", "link": "https://twitter.com/2794732743/status/2109183184927965463"}]}, {"theme": "iPad landscape orientation support", "criterion": "ask.app_client", "authorWeeks": 22, "posts": 22, "agents": [{"id": "muse", "authorWeeks": 22}], "examples": [{"agent": "muse", "date": "2026-10-05", "source": "App Store", "community": "App Store", "text": "the ipad version of this app does not rotate properly for landscape mode. for all users who use the ipad as their main computer, this makes the muse app unusable. i’ll be using gemini until this is fixed.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-10-04", "source": "App Store", "community": "App Store", "text": "this app actually integrates into almost anything it’s great. can’t wait for more to come from muse ! the app does need to change orientation with the ipad though it doesn’t rotate in the landscape position", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-10-03", "source": "App Store", "community": "App Store", "text": "i would have given it 5 stars, but after the update to ios 27, it took away the ability to use the app in landscape orientation. i never hold my ipad in portrait orientation when using it. add the option back and i’ll give it 5 stars.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}, {"theme": "Fix crashes on startup after updates", "criterion": "ask.app_client", "authorWeeks": 18, "posts": 18, "agents": [{"id": "hermes-agent", "authorWeeks": 9}, {"id": "muse", "authorWeeks": 4}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-09-30", "source": "Play Store", "community": "Play Store", "text": "i've downloaded it, launched it, and immediately after logging in via google my entire phone turned off (battery is on 56%) it wasn't even able to turn on properly, i've been waiting for it to turn on for like 2 minutes or so (it reloaded at least twice)", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "muse", "date": "2026-09-29", "source": "App Store", "community": "App Store", "text": "it works well when it was working, but then it started to crash right on start, not sure what went wrong", "link": "https://apps.apple.com/ca/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-09-27", "source": "X", "community": "@muse", "text": "@muse @alexandr_wang u guys broke the muse app on the latest update doesn’t even open anymore😭😭literally crashes on start up", "link": "https://twitter.com/1757697382635159552/status/2104007101299540151"}]}, {"theme": "Reliable desktop install and updates", "criterion": "ask.app_client", "authorWeeks": 18, "posts": 18, "agents": [{"id": "hermes-agent", "authorWeeks": 15}, {"id": "openclaw", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-08", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@witcheer, @teknium \ni can't update the hermes desktop app on mac. it keeps giving me:\n“update failed (exit 2).”\nthe update never completes. i've also uploaded a debug report with hermes debug share --nous.", "link": "https://twitter.com/722076352086552576/status/2108020709306048722"}, {"agent": "hermes-agent", "date": "2026-10-04", "source": "X", "community": "@NousResearch", "text": "@nousresearch it seems your desktop version of hermes has a major problem for installing, is there any solution or update for it because i'm seeing a lot of people with the same issue ...", "link": "https://twitter.com/1627423721987182594/status/2106830940807045521"}, {"agent": "hermes-agent", "date": "2026-10-02", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@teknium the hermes desktop app takes way too long to update!", "link": "https://twitter.com/1875819732902858752/status/2106068022784065843"}]}, {"theme": "Better, more reliable mobile app", "criterion": "ask.app_client", "authorWeeks": 17, "posts": 18, "agents": [{"id": "openclaw", "authorWeeks": 8}, {"id": "hermes-agent", "authorWeeks": 5}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-11", "source": "X", "community": "@NousResearch", "text": "@derekmross @nousresearch i assume connecting it as a remote gateway wouldn't be a problem either.\nvery cool.\nand getting an agent to customize it on the phone to be more phone-friendly can't be too difficult.", "link": "https://twitter.com/1628264870637629441/status/2109365114763927725"}, {"agent": "muse", "date": "2026-10-07", "source": "YouTube", "community": "Muse AI 注册教程 国内如何成功注册Meta Muse AI 吊打ChatGPT 扎克伯格最强AI Agent智能体 送Ubuntu云服务器及10亿Token 解决锁区限制 全民养小龙虾歇菜了", "text": "how to enlarge, i couldn't find the run button after registering on my phone.", "link": "https://www.youtube.com/watch?v=bm3TB4s1uRY&lc=Ugy0yUMtD4plUxDOAmV4AaABAg.AbbuNSac4JRAbf5s9n6J76"}, {"agent": "hermes-agent", "date": "2026-10-05", "source": "X", "community": "@NousResearch", "text": "@joeldeteves @nousresearch i just hope the ui ux is a bit more polished in the mobile app (android not just ios) for us semi techie people haha 🙏 @nousresearch s'il vous plait", "link": "https://twitter.com/1645120159005265920/status/2106917062962819488"}]}, {"theme": "Easy copy of chat messages", "criterion": "ask.app_client", "authorWeeks": 15, "posts": 16, "agents": [{"id": "grok-bot", "authorWeeks": 8}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-13", "source": "Reddit", "community": "r/HarkLabs", "text": "[![comment image]([link])]([link])\ncould we get an easy copy button please? like other tools have. i have hark generate prompts for other agents sometimes and need to move quickly between them and a copy button would be great!", "link": "https://www.reddit.com/r/HarkLabs/comments/1x56p3e/comment/pgkkxte/"}, {"agent": "grok-bot", "date": "2026-10-11", "source": "X", "community": "@bot", "text": "@bot @poteto it would be if when you were doing a copy/paste in grokbot it would keep you @'s", "link": "https://twitter.com/175055706/status/2109102636230218170"}, {"agent": "muse", "date": "2026-10-04", "source": "X", "community": "@muse", "text": "hey @muse pls put the copy/react/reply buttons below the response on the desktop browser, not to the right. to add on that, make them persistent, not only when i tap the bubble.", "link": "https://twitter.com/2011211723550736384/status/2106633428804247758"}]}]}, "ask.persona": {"authorWeeks": 359, "themes": [{"theme": "Customizable avatar appearance", "criterion": "ask.persona", "authorWeeks": 28, "posts": 28, "agents": [{"id": "muse", "authorWeeks": 16}, {"id": "grok-bot", "authorWeeks": 6}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-14", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@connortalksai @elonmusk stick some fur and a bow tie on grok bot that way he’s my distinguished ham. but of course grok bot are you kidding me? who is chatgbt dots? as long as [link] leads to grok bot! [link]", "link": "https://twitter.com/3153333929/status/2110311271790731628"}, {"agent": "muse", "date": "2026-10-08", "source": "YouTube", "community": "The Biggest Launch Since ChatGPT (Muse)", "text": "muse kind i've looks like a teletubby. teletubby's scare the hell out of me. is there an option where you can change the the icon or avatar?", "link": "https://www.youtube.com/watch?v=1LRvMRC_pfY&lc=UgwSegz4QuC9kTuaB6x4AaABAg"}, {"agent": "muse", "date": "2026-10-07", "source": "YouTube", "community": "The Biggest Launch Since ChatGPT (Muse)", "text": "i think the muse character is gay looking. it should be able to look like our avatars instead like on snapchat or xbox live. it should be highly customizable", "link": "https://www.youtube.com/watch?v=1LRvMRC_pfY&lc=UgxsdNk8139XNpoFIO54AaABAg"}]}, {"theme": "Dark mode and custom themes", "criterion": "ask.persona", "authorWeeks": 27, "posts": 27, "agents": [{"id": "hermes-agent", "authorWeeks": 15}, {"id": "muse", "authorWeeks": 4}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-18", "source": "X", "community": "@NousResearch", "text": "@adolandev @nousresearch it's beautiful - can you make it for tui too", "link": "https://twitter.com/1257471091833884674/status/2111818116728824318"}, {"agent": "hermes-agent", "date": "2026-10-11", "source": "Reddit", "community": "r/hermesagent", "text": "now make a dark mode version of this and you've got me on board!", "link": "https://www.reddit.com/r/hermesagent/comments/1x3h9mi/light_clean_rounded_theme_for_the_hermes_web/pfb27u0/"}, {"agent": "hark", "date": "2026-10-09", "source": "X", "community": "@hark_labs", "text": "@hark_labs your ios app is so cool. i'd love to change the font size and add a clean black-and-white theme. my girl is already amazed and uses hark every day.\neven though i'm deeply interwoven into hermes agent and grok bot, i use hark to coordinate things with my girl.", "link": "https://twitter.com/17912893/status/2108523785695440915"}]}, {"theme": "Animated avatars with activity states", "criterion": "ask.persona", "authorWeeks": 23, "posts": 23, "agents": [{"id": "grok-bot", "authorWeeks": 9}, {"id": "muse", "authorWeeks": 8}, {"id": "dots", "authorWeeks": 5}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-18", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@thsottiaux @openai dot &gt; pets. i want it floating with chat, thinking/eye animation, and call controls but no endpoints!! let's cook", "link": "https://twitter.com/992045956936994816/status/2111876665278128407"}, {"agent": "dots", "date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@openaidevs a voice of its own is a great start. could that customization reach chatgpt/dots, with supported listening, speaking, task-progress and reply events for custom avatars? let the face keep up with the conversation.", "link": "https://twitter.com/1404308175730348035/status/2111200215801954401"}, {"agent": "dots", "date": "2026-10-15", "source": "YouTube", "community": "GPT-Live-1.1 has new voices and better accents.", "text": "about time!!!! now turn that blue dot and keep the texture but have it morph into a smiley face 😀 and while loading the \"dust\" swirls in a loading loop and morphs into face once finished.", "link": "https://www.youtube.com/watch?v=GyO8Ao7yKJc&lc=Ugy6Gzcgh-emtWiboCJ4AaABAg"}]}, {"theme": "Warmer, more human conversational personality", "criterion": "ask.persona", "authorWeeks": 21, "posts": 22, "agents": [{"id": "grok-bot", "authorWeeks": 8}, {"id": "muse", "authorWeeks": 5}, {"id": "gemini-spark", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-10-10", "source": "App Store", "community": "App Store", "text": "focus on recommendation algorithms to improve personality. creating avatars with a personalized persona could be fun.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "@bot", "text": "@grok @bot @x402agent @xai you’ve lost that humor with 4.5 - and kindness. completely.", "link": "https://twitter.com/9170712/status/2107549044687991251"}, {"agent": "grok-bot", "date": "2026-10-04", "source": "X", "community": "@bot", "text": "@drondrest @leerob @bot flat and mirroring your own words back instead of answering. same thing happened to the leo voice after the retrain. it went from lively to a script reader. @spacexai @xai @grok whatever you changed, undo it", "link": "https://twitter.com/1603314540086759425/status/2106614361846391146"}]}, {"theme": "Specific character avatar options", "criterion": "ask.persona", "authorWeeks": 20, "posts": 21, "agents": [{"id": "muse", "authorWeeks": 11}, {"id": "grok-bot", "authorWeeks": 7}, {"id": "dots", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-14", "source": "Reddit", "community": "r/redditstock", "text": "you can just make a 3d snoo avatar on meta muse with no copyright issues.\nbruh. can reddit make this themselves i want to talk to snoo via reddit snoo is so cute ...", "link": "https://www.reddit.com/r/redditstock/comments/1x66ru2/you_can_just_make_a_3d_snoo_avatar_on_meta_muse/"}, {"agent": "dots", "date": "2026-10-14", "source": "YouTube", "community": "Агенты dots от chat gpt", "text": "i want one like this, but to look either like a paperclip or like a puppy, do not suggest a wizard.", "link": "https://www.youtube.com/watch?v=JxkD9u7Qyqs&lc=UgwLjrFZAo8FB1-LhWJ4AaABAg"}, {"agent": "muse", "date": "2026-10-12", "source": "YouTube", "community": "Meta's New Muse Wonder Is Huge!", "text": "you should give your muse an avatar that looks like the dd muse lol", "link": "https://www.youtube.com/watch?v=iXjh7VSSLDE&lc=Ugy4EnlvbR5-57LKK094AaABAg.AbsUSsrl5v1AbsUosUXjtS"}]}, {"theme": "Customizable agent personality", "criterion": "ask.persona", "authorWeeks": 19, "posts": 19, "agents": [{"id": "grok-bot", "authorWeeks": 9}, {"id": "muse", "authorWeeks": 7}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-11", "source": "X", "community": "@hark_labs", "text": "@scobleizer @hark_labs it is friendly, but no personality customization and no voice makes it a hard sell.", "link": "https://twitter.com/617640165/status/2109190170960670766"}, {"agent": "muse", "date": "2026-10-06", "source": "YouTube", "community": "¡Una IA tipo Tamagotchi! ¿El nuevo Muse Charm lanzado por Meta terminará por desplazar al celular?", "text": "it would be good if you could create your own character by giving it the shape, voice, and personality you want; otherwise, that adorable character from meta is not going to win over all kinds of people.", "link": "https://www.youtube.com/watch?v=rBQXjkYJusU&lc=Ugws1WAD7hz4LlcrVGd4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "@bot", "text": "@ai_ae_fan @bot they’ve put up so any guardrails and safety layers that i can’t give my vote any personality at all.", "link": "https://twitter.com/1843010776086552576/status/2107202183246536856"}]}, {"theme": "Rename the agent", "criterion": "ask.persona", "authorWeeks": 17, "posts": 17, "agents": [{"id": "muse", "authorWeeks": 7}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 2}], "examples": [{"agent": "hark", "date": "2026-10-12", "source": "X", "community": "@hark_labs", "text": "it’s incredible how useful @hark_labs is. add macos app, local computer use, and a little bit more proactivity and it’ll be unstoppable! customisation of agent name etc. would be a nice touch too :)", "link": "https://twitter.com/173238344/status/2109772574968479924"}, {"agent": "dots", "date": "2026-10-10", "source": "YouTube", "community": "ChatGPT Dots Is WAY More Powerful Than You Think", "text": "dot is a node on a graph. rename the node, not have an imaginary friend cool handle moment.", "link": "https://www.youtube.com/watch?v=WXhOxfPECnM&lc=UgxhGrVm1x2zSU_3QTt4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-10", "source": "X", "community": "@bot", "text": "@petergyang @bot agree, i did the same.....it does not make sense to have your own name...and if we start using this more best to give it its own identity", "link": "https://twitter.com/6212572/status/2108838270612435358"}]}, {"theme": "Redesigned logo, icon or mascot", "criterion": "ask.persona", "authorWeeks": 14, "posts": 14, "agents": [{"id": "hermes-agent", "authorWeeks": 4}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "poke", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-17", "source": "X", "community": "@muse", "text": "someone at the @muse team have some official mascot icons already? would love to use them in my project to showcase it? @alexandr_wang", "link": "https://twitter.com/1800998547799613440/status/2111557701172158827"}, {"agent": "hermes-agent", "date": "2026-10-01", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@yetone @uu_remote could you please change the official female avatar for the hermes agent logo on magpie?🥲", "link": "https://twitter.com/2081604002295549952/status/2105636186232635538"}, {"agent": "gemini-spark", "date": "2026-09-30", "source": "X", "community": "X search: Gemini Spark", "text": "@google should give gemini spark a mascot too....\nname suggestion - \"moku\" 😁\n#google #ai #agenticai", "link": "https://twitter.com/2060058898414116864/status/2105136510052004222"}]}, {"theme": "Shorter, less verbose replies", "criterion": "ask.persona", "authorWeeks": 14, "posts": 14, "agents": [{"id": "grok-bot", "authorWeeks": 6}, {"id": "muse", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "poke", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-09", "source": "X", "community": "@muse", "text": "@thelukewhiting @muse @walgreens is the long winded ai preamble really necessary? i feel like it just confuses most normies.", "link": "https://twitter.com/1928521094778003456/status/2108556959666307077"}, {"agent": "grok-bot", "date": "2026-10-04", "source": "YouTube", "community": "Grok Bot: I Created an AI Fitness Coach", "text": "i like learning from your discoveries, but it’s hard to follow along to you when you babble off topic or explain yourself when it’s not necessary. just say hey this is why and this is what i’m doing. focus on speaking directly. thanks for the information.", "link": "https://www.youtube.com/watch?v=WKXZuPD7X2s&lc=UgyIJ6TQ9vp4XLHWJMF4AaABAg"}, {"agent": "grok-bot", "date": "2026-09-13", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "in grok bot, long answers are useful... until you need a paragraph, not the whole bubble.", "link": "https://twitter.com/1792425250610642945/status/2099195264632541577"}]}, {"theme": "Simple mode for non-technical users", "criterion": "ask.persona", "authorWeeks": 11, "posts": 11, "agents": [{"id": "openclaw", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-01", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@twin_labs twin critiques openai dots and grok bots for forcing agent selection upfront, introduces twin assistant as superior alternative", "link": "https://twitter.com/2065869218713948160/status/2105711710380384472"}, {"agent": "hermes-agent", "date": "2026-09-30", "source": "X", "community": "@NousResearch", "text": "@nousresearch as a standalone app.\ncurrent system doesn't work like things i mentioned above.\nalso it has lot of bugs and it shows code -it's more developer centric and not like friendly chat bots.", "link": "https://twitter.com/2079385658964242432/status/2105419204589679031"}, {"agent": "hermes-agent", "date": "2026-09-29", "source": "X", "community": "@NousResearch", "text": "@mewwts @nousresearch yes it’s more developer friendly and doesn’t have a grandma mode yet", "link": "https://twitter.com/1345671259980443649/status/2105064737297867262"}]}, {"theme": "Rename or rebrand the product", "criterion": "ask.persona", "authorWeeks": 10, "posts": 10, "agents": [{"id": "grok-bot", "authorWeeks": 7}, {"id": "openclaw", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "@bot", "text": "@elonmusk @bot unpopular opinion: grok is actually pretty ugly name. when will you change it?", "link": "https://twitter.com/1874468661357879296/status/2106972905888227472"}, {"agent": "grok-bot", "date": "2026-10-01", "source": "X", "community": "@bot", "text": "@elonmusk @bot @elonmusk you should rename grok bot to something cooler. bot carries a negative connotation…something you should avoid. what about ‘bud’? grok bud? idk…i’m sure there’s better options.", "link": "https://twitter.com/1241418882583273476/status/2105775716314845409"}, {"agent": "openclaw", "date": "2026-09-30", "source": "X", "community": "@openclaw", "text": "@openclaw controversial idea.\nopenclaw needs a rename branding change. product with game changing potential but the name feels odd to enterprise and consumers.", "link": "https://twitter.com/40906417/status/2105399253871026512"}]}, {"theme": "Interface redesign like competitor bot", "criterion": "ask.persona", "authorWeeks": 8, "posts": 8, "agents": [{"id": "hermes-agent", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-09-14", "source": "X", "community": "@NousResearch", "text": "@nousresearch it would help a lot if this setup got easier to run. also, imagine hermes with a ui/ux closer to grok bot. telegram and other channels can approximate it, and those paths might be simpler too. thanks for the work you already ship.", "link": "https://twitter.com/161923601/status/2099504455892828377"}, {"agent": "hermes-agent", "date": "2026-09-13", "source": "X", "community": "@NousResearch", "text": "update it works!!! @nousresearch next step is to try to compile the desktop features into the app. then work on redoing the ui. [link] [link]", "link": "https://twitter.com/1414942418957373448/status/2099136294026641751"}, {"agent": "openclaw", "date": "2026-09-02", "source": "X", "community": "@openclaw", "text": "@openclaw what you could’ve done is made something like grok bot. it’s exactly what the people want.", "link": "https://twitter.com/14440677/status/2095209277736784382"}]}]}, "act.email": {"authorWeeks": 109, "themes": [{"theme": "Choose a custom agent email address", "criterion": "act.email", "authorWeeks": 15, "posts": 15, "agents": [{"id": "grok-bot", "authorWeeks": 15}], "examples": [{"agent": "grok-bot", "date": "2026-10-14", "source": "YouTube", "community": "What's new in Grok Bot - Oct 13, 2026", "text": "who wants a grokbot mail when you can give it an email that doesn't scream bot. my assistance is daily communicating with people, and they have no idea which makes the experience professional.", "link": "https://www.youtube.com/watch?v=8_K9yAckFh0&lc=UgzG4EatpLgZa3YAcll4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-13", "source": "YouTube", "community": "What's new in Grok Bot - Oct 13, 2026", "text": "the main question on the email handle part is if we can use custom domains with grokbot email? if not, then i'll keep my agentmail setup as is", "link": "https://www.youtube.com/watch?v=8_K9yAckFh0&lc=UgzWFdYHPXkULjJv2Qd4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "hey\n@bot\n, please claim [email] as my grok bot email address. backup if taken: [email]", "link": "https://twitter.com/161394064/status/2108339591019466762"}]}, {"theme": "Automatic inbox cleanup, filtering and unsubscribing", "criterion": "act.email", "authorWeeks": 11, "posts": 11, "agents": [{"id": "grok-bot", "authorWeeks": 4}, {"id": "muse", "authorWeeks": 4}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-11", "source": "X", "community": "@muse", "text": "@omarshahine @muse @openrouter this needs to be integrated in outlook directly.\nit will also help with the spam filter, that is still so bad.", "link": "https://twitter.com/9051652/status/2109417098544074995"}, {"agent": "muse", "date": "2026-10-07", "source": "YouTube", "community": "Meta's Muse: Cute AI Agent Or 'AI Trojan Horse'? | BBC News", "text": "my email and calendar are trash i have 1000s of unopened and get 100s a day who the gell has time for deleting or filter having ai take care of it for sounds great!", "link": "https://www.youtube.com/watch?v=9VTuKGI54vQ&lc=Ugw1vCgQavzXFx29-J54AaABAg"}, {"agent": "muse", "date": "2026-10-07", "source": "Play Store", "community": "Play Store", "text": "so far so good, i'll come back and give it 5 stars if it gets rid of some of the 70,000+ emails i apparently have.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"theme": "Help setting up or retrieving email account", "criterion": "act.email", "authorWeeks": 7, "posts": 7, "agents": [{"id": "grok-bot", "authorWeeks": 7}], "examples": []}, {"theme": "Draft email replies for user review", "criterion": "act.email", "authorWeeks": 5, "posts": 5, "agents": [{"id": "grok-bot", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk @bot so it’s like hiring a super-employee, but the employee is also a digital chameleon? 🤔 \nhere’s the real question, elon: if grok bot is this good, can i finally tell it to reply to my emails, or do i still have to do it myself? 🦾", "link": "https://twitter.com/1268442077492391937/status/2108039263355072566"}, {"agent": "grok-bot", "date": "2026-10-04", "source": "X", "community": "@bot", "text": "more intelligent task coverage. spot things it needs to follow up and auto follow. like we’ve been sending some emails together, it’s reasonable to follow up check replies and reply to the replies when getting them. this shouldn’t be something scheduled, but automated. like auto check the responding emails, draft out the reply and save it to the draft box and leave a message to me with a brief.", "link": "https://twitter.com/850188765498720260/status/2106540834623717580"}, {"agent": "openclaw", "date": "2026-09-27", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "yeah same. i remember setting up openclaw and all its integrations only to realize i have absolutely nothing worth delegating yet.\nits not a good enough coding harness, for things like replying to email it doesn't have the full context (maybe that's my fault tho)\nand for most things i've realized it doesn't have enough taste for me to trust it yet.", "link": "https://twitter.com/832559351550341120/status/2104058023807443143"}]}, {"theme": "Email and message summaries", "criterion": "act.email", "authorWeeks": 5, "posts": 5, "agents": [{"id": "grok-bot", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-12", "source": "X", "community": "@bot", "text": "@frontm_an @bot\nsummarize this in my inbox and if it’s worth trying to do", "link": "https://twitter.com/1762731561777033217/status/2109578711486042152"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "@bot", "text": "@kaitoetlia @bot give me a summary and send it to me as soon as you have it from the presentation", "link": "https://twitter.com/46926794/status/2108439154996715891"}, {"agent": "muse", "date": "2026-09-20", "source": "X", "community": "@muse", "text": "@matt_mcgowan @fnthawar @muse @openclaw whatsapp groups are the final frontier 🦍 the dream is your muse summarizing the parent groups so you never have to open them. keep bullying it like farhan says — stubbornness is a valid integration strategy", "link": "https://twitter.com/2018402306492903425/status/2101788026888446359"}]}, {"theme": "Preserve links, formatting and signatures", "criterion": "act.email", "authorWeeks": 5, "posts": 5, "agents": [{"id": "grok-bot", "authorWeeks": 4}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "@bot", "text": "@lingxi @bot also, my bot can't copy and paste live hyperlinks into draft email messages.", "link": "https://twitter.com/2576310691/status/2106973001480544268"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@lingxi @bot if a @bot sends mail through the @gmail plugin it doesnt retain the users signature. \napi only retains plain text. very irritating!", "link": "https://twitter.com/1862180628399079424/status/2106364981448978583"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@lingxi @bot when writing emails, it struggle to link correctly and likes to wrap google's redirect. can you fix?", "link": "https://twitter.com/2730534040/status/2106328592183382161"}]}, {"theme": "Delete emails and block senders", "criterion": "act.email", "authorWeeks": 4, "posts": 4, "agents": [{"id": "muse", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-09-26", "source": "Play Store", "community": "Play Store", "text": "pros: good with simple daily tasks and request cons: not very effective in deleting emails and block wanted senders. very slow in responding.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"theme": "Fully automatic replies to messages", "criterion": "act.email", "authorWeeks": 4, "posts": 4, "agents": [{"id": "grok-bot", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "@bot", "text": "@elonmusk @bot can it just read and reply on its own? i don't need to know what anyone actually said.....", "link": "https://twitter.com/1950162552140308481/status/2111239918114734368"}, {"agent": "muse", "date": "2026-09-25", "source": "Play Store", "community": "Play Store", "text": "so far so good but i think i'm gonna let you read n answer all of my emails and answer most of them and you can just let me know when i get a message from someone i'm on zangi to just let me know when someone is trying to contact me !!", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "grok-bot", "date": "2026-09-13", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "i see. \nif possible, it would be nice if grok bot could respond to dms. 🫠 \nespecially dealing with english dms for overseas projects is a hassle. since it's mostly template responses, i want to leave that to grok bot too. 🥹 [link]", "link": "https://twitter.com/1639253863093116930/status/2099283493658460309"}]}, {"theme": "Send email on user's behalf", "criterion": "act.email", "authorWeeks": 4, "posts": 4, "agents": [{"id": "gemini-spark", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "@bot", "text": "@bot @bot did you send the email and ability to search x to my bot account yet?", "link": "https://twitter.com/1514577621165776897/status/2108367409619022067"}, {"agent": "gemini-spark", "date": "2026-09-18", "source": "X", "community": "X search: Gemini Spark", "text": "meanwhile gemini spark still can’t send an email with gmail 🤦♂️ [link]", "link": "https://twitter.com/24493924/status/2100808015704101177"}]}, {"theme": "Editable, reliable draft approval interface", "criterion": "act.email", "authorWeeks": 3, "posts": 3, "agents": [{"id": "dots", "authorWeeks": 1}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-02", "source": "X", "community": "@bot", "text": "@naoufal_elh @bot i think the email draft card reliability needs to improve. love the inline response but works about half the time.", "link": "https://twitter.com/2619148414/status/2105846925945929814"}, {"agent": "muse", "date": "2026-10-02", "source": "X", "community": "@muse", "text": "@0ooooo0 @muse the evaluation criteria for the agent feels like moving from the bench to action. it's more impactful to let me know the deadline first and even add a draft button, rather than just the model specs. confirming \"what i've already done,\" like withdrawal detection, is also a feature that builds trust.", "link": "https://twitter.com/973361868449374208/status/2105991584861106188"}]}, {"theme": "Emails written in user's own voice", "criterion": "act.email", "authorWeeks": 3, "posts": 3, "agents": [{"id": "grok-bot", "authorWeeks": 3}], "examples": [{"agent": "grok-bot", "date": "2026-10-11", "source": "Reddit", "community": "r/GrokBot", "text": "i don't want the bot to emailing as a bot, huge turn off for potential clients ", "link": "https://www.reddit.com/r/GrokBot/comments/1x1soz2/grok_bot_now_has_its_own_email/pf5ftox/"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "@bot", "text": "@elonmusk @bot speaking as one. orders sync. customers invent bugs. what if grok bot rewrote abandoned-cart emails in the shop's own voice?", "link": "https://twitter.com/2107301375801503745/status/2108653710595461267"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@lingxi @elonmusk @bot option to mimic email style in gmail or such…", "link": "https://twitter.com/1874848326082076672/status/2106354406509924543"}]}, {"theme": "Move, file and archive emails", "criterion": "act.email", "authorWeeks": 3, "posts": 3, "agents": [{"id": "muse", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-09-20", "source": "X", "community": "@bot", "text": "@milannala @teslaxander @bot also, it can't move emails to another folder and save pdf files from the emails. so it's worthless to me. i'll wait until the thing works. stupid.", "link": "https://twitter.com/1555560339772686337/status/2101716271528026241"}, {"agent": "muse", "date": "2026-09-14", "source": "X", "community": "@muse", "text": "for those using @muse - is there a way to automatically archive an email once a reply has been sent? i don't see that as part of the permissions, but it would be a nice workflow to do this. i keep asking but niles (my agent) keeps saying he is blocked from doing it.\ncc @mattprd", "link": "https://twitter.com/2065962401388740608/status/2099581774053470496"}]}]}, "act.calendar": {"authorWeeks": 17, "themes": [{"theme": "More robust dedicated scheduling system", "criterion": "act.calendar", "authorWeeks": 3, "posts": 3, "agents": [{"id": "muse", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@lingxi @bot it needs its own calendar or a more robust scheduling structure than each bot creating individual cron jobs for each appointment or reminder, and then deleting them later.", "link": "https://twitter.com/971800023519432704/status/2106524713040093245"}, {"agent": "muse", "date": "2026-09-16", "source": "X", "community": "@muse", "text": "@chrisuniverse @muse study plan is the easy half. when's the dot physical on the calendar as a held time, not a note?", "link": "https://twitter.com/1799546727428440064/status/2100151525612138664"}, {"agent": "muse", "date": "2026-09-24", "source": "X", "community": "@muse", "text": "@hbarra @muse the retail connector is the right choice to proceed first, as it has the shortest shopping link and the fastest results. the next step that really needs to be supplemented is the calendar and to-do: the agent lacks scheduling context, and the so-called \"proactive reminders\" are all empty.", "link": "https://twitter.com/1477506814958718977/status/2102974770778153098"}]}, {"theme": "Automatic calendar upkeep and optimization", "criterion": "act.calendar", "authorWeeks": 2, "posts": 2, "agents": [{"id": "hermes-agent", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-02", "source": "X", "community": "@NousResearch", "text": "@nousresearch @maxkolysh you should also have calendar optimization :)\nhave you ever heard about open source?\n[link]", "link": "https://twitter.com/1663210671171878912/status/2106082700297998789"}]}, {"theme": "Plan day around calendar schedule", "criterion": "act.calendar", "authorWeeks": 2, "posts": 2, "agents": [{"id": "muse", "authorWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-09-27", "source": "App Store", "community": "App Store", "text": "the best consumer ai agent hands down - i give it a ton of personal life work for me and especially errands and shopping and it’s fantastic. i hope i can use it to manage my calendar and personal social life even more.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-09-15", "source": "X", "community": "@muse", "text": "@muse and @meta, personal ai agents have become more accessible this week. if it were me, i would search for emails from the connected gmail and save a draft for replies. you decide when to send. i would organize the day according to the calendar schedule and also show the sources of the answers. wedelia is not just able to talk. it's an ai companion that helps with daily tasks as well. \n#metamuse #ai agent", "link": "https://twitter.com/2084315894357102593/status/2099815492567572764"}]}]}, "act.reservations": {"authorWeeks": 44, "themes": [{"theme": "Appointment and court scheduling", "criterion": "act.reservations", "authorWeeks": 6, "posts": 6, "agents": [{"id": "grok-bot", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-01", "source": "X", "community": "@muse", "text": "true test of how capable this wave of personal agents are. which ones can book me a sf tennis court?\n@muse - failed\n@openai dots - failed \nalarm + manually doing it - 2/2 [link]", "link": "https://twitter.com/1492176488711344129/status/2105752363143512094"}, {"agent": "grok-bot", "date": "2026-09-21", "source": "YouTube", "community": "Phone calls with Grok Bot", "text": "can you set that up as a receptionist? that can schedule in appointments and meetings in real time? as well as answer faqs?", "link": "https://www.youtube.com/watch?v=Fmr_72cYZo8&lc=Ugzzozri7OC-K32X3n94AaABAg"}, {"agent": "muse", "date": "2026-09-21", "source": "X", "community": "@muse", "text": "@muse having it go and book a appointment to get labs drawn by itself through the internet.", "link": "https://twitter.com/1527139850603876353/status/2101962718496305161"}]}, {"theme": "End-to-end flight and hotel booking", "criterion": "act.reservations", "authorWeeks": 4, "posts": 4, "agents": [{"id": "dots", "authorWeeks": 1}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-11", "source": "X", "community": "@hark_labs", "text": "for some reason @hark_labs cant book tickets on the china eastern airlines.", "link": "https://twitter.com/2067060510592208896/status/2109320728264782091"}, {"agent": "dots", "date": "2026-10-01", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@openai dots can't conveniently book flights no good credit card linking mechanism smh muse works so much better for this this is like the killer app cmon guys", "link": "https://twitter.com/2103896710619836416/status/2105480531660231057"}, {"agent": "grok-bot", "date": "2026-09-19", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "i tried it right away and it's easy to talk to. since i'm testing grok bot's ability to check flight reservations through browser operations, it seems like it could also handle hotel bookings and flight reservations if it works hard, and if it can assist with bookings while discussing the itinerary via voice, it would really help. [link]", "link": "https://twitter.com/1497065296837820417/status/2101310645883056228"}]}, {"theme": "Consolidated whole-trip booking in one place", "criterion": "act.reservations", "authorWeeks": 3, "posts": 3, "agents": [{"id": "grok-bot", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-09-13", "source": "X", "community": "@bot", "text": "@michlu2 @bot @alexandr_wang a checklist+notes?\nhappy to brainstorm, but imaging booking a trip, would be nice to have one click reservations, maps, etc.", "link": "https://twitter.com/2439738216/status/2099024576382742628"}]}, {"theme": "Restaurant reservation booking", "criterion": "act.reservations", "authorWeeks": 3, "posts": 3, "agents": [{"id": "grok-bot", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-08-31", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@ericzakariasson @bot can the bots reliably book and modify dinner reservations on @resy ? i ran into issues with this on my openclaw, especially when a credit card is required to book.", "link": "https://twitter.com/314641525/status/2094523540527542767"}]}, {"theme": "Train, movie and concert ticket booking", "criterion": "act.reservations", "authorWeeks": 3, "posts": 3, "agents": [{"id": "muse", "authorWeeks": 3}], "examples": [{"agent": "muse", "date": "2026-09-23", "source": "YouTube", "community": "上架十天擠下 ChatGPT 登榜首！Meta Muse 是「懶人版龍蝦」？跟 OpenClaw 差在哪", "text": "thank you, explaining muse, the discovery agent still cannot help grab popular concert tickets, train tickets, and movie tickets (the success rate needs to be 100%), this is what ordinary consumers want.", "link": "https://www.youtube.com/watch?v=Ol82S1UVt7E&lc=UgxlYBTJnlfKYL1OUuB4AaABAg"}, {"agent": "muse", "date": "2026-09-09", "source": "X", "community": "@muse", "text": "@altryne @muse fair test. speed is clearly muses pitch. but the winning task had a native payment integration waiting for it - my instinct runs india chores over whatsapp (bus fares, warranty claims) where there is no link button. want to see muse try an irctc cancellation", "link": "https://twitter.com/1823633328957763584/status/2097554405151101111"}]}, {"theme": "Verify availability before confirming bookings", "criterion": "act.reservations", "authorWeeks": 3, "posts": 3, "agents": [{"id": "muse", "authorWeeks": 3}], "examples": [{"agent": "muse", "date": "2026-10-03", "source": "X", "community": "@muse", "text": "@mukund @muse @yelp the agent promised a reservation before checking whether it had a usable booking path. test access first, then either complete through a permitted channel or hand back the exact next step. waiting through yelp and a failed call made the fallback worse.", "link": "https://twitter.com/2045956510518259712/status/2106250067565048099"}, {"agent": "muse", "date": "2026-10-02", "source": "App Store", "community": "App Store", "text": "i used it to do a resturant reservation for my birthday but it did it at the wrong time. now its fully booked and basically ruined my birthday yep", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-09-25", "source": "Play Store", "community": "Play Store", "text": "my appointment was for 3pm. if they are not going to do it then. they should make an appointment time when they can do it.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"theme": "Find and book the cheapest travel options", "criterion": "act.reservations", "authorWeeks": 2, "posts": 2, "agents": [{"id": "grok-bot", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-04", "source": "X", "community": "@muse", "text": "@salitribule @muse @alexandr_wang please incorporate this in your use cases. we don’t just want hotel booking. everybody wants cheaper hotels.", "link": "https://twitter.com/22962393/status/2106686294705242270"}, {"agent": "grok-bot", "date": "2026-09-03", "source": "YouTube", "community": "I Gave GrokBot Its Own Email and Credit Card (It Actually Worked)", "text": "nice demo. although once fully setup there opening an email describing what u want is the same as going to amazon. then clicking approve twice is the same as going to buy now. id like to see grok bot find cheap flights and book accordingly", "link": "https://www.youtube.com/watch?v=9lsnEn0tih4&lc=Ugz24kh95ajfYmEgwZZ4AaABAg"}]}, {"theme": "More flight booking sources and portals", "criterion": "act.reservations", "authorWeeks": 2, "posts": 2, "agents": [{"id": "muse", "authorWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-09-28", "source": "X", "community": "@muse", "text": "would love to see ai agents like @muse or instinct as part of credit card perks rewards, seems like you can get more folks to book through rewards portals with a good agent offering. potentially similar to @pointmetravel and amex. cc: @chasereserve @biltrewards @amexoffers", "link": "https://twitter.com/42746068/status/2104421950013739470"}, {"agent": "muse", "date": "2026-09-10", "source": "X", "community": "@muse", "text": "@yairyup @muse love the product, but muse defaults to duffel, which keeps quoting higher than google flights on identical flights. more aggregator options would be an easy win for users trying to save $$$ @jrlevine", "link": "https://twitter.com/218703640/status/2098147663401120250"}]}, {"theme": "Remember travel preferences when booking", "criterion": "act.reservations", "authorWeeks": 2, "posts": 2, "agents": [{"id": "muse", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-02", "source": "X", "community": "@muse", "text": "@capexandchill @muse yeah you should be able to say “book me a flight for next month’s offsite” and it’ll already know the dates, the airline you like, what class your company will pay for, etc. and then it should just tell you in when it’s been booked and here’s the confirmation email", "link": "https://twitter.com/1584229933773201410/status/2105994276999929960"}]}, {"theme": "Seat selection and traveler details in booking", "criterion": "act.reservations", "authorWeeks": 2, "posts": 2, "agents": [{"id": "muse", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-09-09", "source": "X", "community": "@muse", "text": "@soarflights @muse allows you to choose your seats within the thread. this is a must. please add this!", "link": "https://twitter.com/19727166/status/2097700266099245368"}]}]}, "act.shopping": {"authorWeeks": 81, "themes": [{"theme": "Automated grocery and household ordering", "criterion": "act.shopping", "authorWeeks": 12, "posts": 12, "agents": [{"id": "grok-bot", "authorWeeks": 5}, {"id": "muse", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@nota_bull i would say amzn because of their lead in land/power/shell\nbut i’m pissed they won’t let my grok bot buy paper towels for me so goog", "link": "https://twitter.com/948769902/status/2111115674269675790"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@brianroemmele @bot can grok bot + optimus go to the grocery in my tesla? they check my inventory and just go on their own to keep me stocked in eggs, beef, greek yogurt, and green tea?", "link": "https://twitter.com/1516871889528004609/status/2107512587495637027"}, {"agent": "grok-bot", "date": "2026-10-04", "source": "X", "community": "@bot", "text": "@griswold @bot as someone who really does not derive any pleasure from the grocery shopping experience, this is something i find to be a perfect use of ai.\ni want it too.", "link": "https://twitter.com/629363114/status/2106868055871566057"}]}, {"theme": "Deal finding across shopping sites", "criterion": "act.shopping", "authorWeeks": 9, "posts": 9, "agents": [{"id": "muse", "authorWeeks": 6}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "@bot", "text": "@oasishealthapp @bot please scan the websites and send me the top 5 cheapest and then the top 5 with the most testing done", "link": "https://twitter.com/1539139014783008771/status/2110585290775511530"}, {"agent": "muse", "date": "2026-10-13", "source": "App Store", "community": "App Store", "text": "it looks like you can’t compare the products listed on amazon, it will be great and much convenient if you can fix this problem.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-10-06", "source": "X", "community": "@muse", "text": "i have been asking @muse to help search for different deals for me, like computers, and it's surprisingly terrible. it can't search fb marketplace! when it searches other websites, it runs into captchas and lies that it found deals that are expired from affiliate blogs.", "link": "https://twitter.com/287825341/status/2107592932849242163"}]}, {"theme": "Agent completes purchases end to end", "criterion": "act.shopping", "authorWeeks": 8, "posts": 8, "agents": [{"id": "muse", "authorWeeks": 4}, {"id": "gemini-spark", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "grok bot + x pay would be awesome\nplease bring to singapore please\nso i can have my bots do the shopping for me", "link": "https://twitter.com/1946635320797347840/status/2107318737334620322"}, {"agent": "muse", "date": "2026-10-03", "source": "Play Store", "community": "Play Store", "text": "great app to use ..i wanna use it more for ordering more stuff..", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "gemini-spark", "date": "2026-09-09", "source": "X", "community": "X search: Gemini Spark", "text": "@samsheffer why not have gemini spark buy it for you?\nor is it not able to?", "link": "https://twitter.com/2054834265922379776/status/2097753435236180463"}]}, {"theme": "Agent pays with its own payment method", "criterion": "act.shopping", "authorWeeks": 6, "posts": 6, "agents": [{"id": "muse", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-03", "source": "Play Store", "community": "Play Store", "text": "i want the app i'm looking for. not something to help me b shop. i want the app to pay my card. this is very annoying!!!", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-09-25", "source": "X", "community": "@muse", "text": "@muse first, give the agent eyes. 👀\nthen give it a way to pay. 💳", "link": "https://twitter.com/2028747604956450816/status/2103287973727088736"}, {"agent": "dots", "date": "2026-10-06", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "this is probably going to be one of the biggest unlockers of using products like dot today. \nso many use-cases like where i would rather have chatgpt dot pay directly. i wanted to book a ticket for a show which sells out at 5 am ist. even though dot can book it for me, i still need to be awake to make the payment.", "link": "https://twitter.com/1096522867/status/2107319261123531261"}]}, {"theme": "Working gift cards and promo checkout", "criterion": "act.shopping", "authorWeeks": 4, "posts": 5, "agents": [{"id": "hark", "authorWeeks": 4}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs @adcock_brett update for the hark team: every time i try to order my free pizza, i get \"gift card tool unavailable, order not processed.\" that's the error i keep hitting. can you take a look?", "link": "https://twitter.com/1809317559382208515/status/2111278977843089715"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@chrisgpt @hark_labs have it open checkout then it entered the code in the next screen, then if it can’t go through open doordash yourself to finish the order with the discount", "link": "https://twitter.com/1681021708923465728/status/2111275503978008964"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs can you just send it the gift card normally to mail and we will apply it by ourselves at checkout please?", "link": "https://twitter.com/1843737344203014144/status/2111268396977332404"}]}, {"theme": "Ecommerce store management tools", "criterion": "act.shopping", "authorWeeks": 4, "posts": 4, "agents": [{"id": "grok-bot", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-14", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@markbuildsbrand bro i would love a guide on hermes agent for ecommerce 🙂", "link": "https://twitter.com/1074626024938311680/status/2110413171051917649"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "@bot", "text": "@thecreativepenn @bot yes, this is extremely annoying of them. i don't care if they want to ban agentic shopping, but agentic update of storefront and dashboards/shelves would be enormously helpful. especially for those of us with dozens of products.🙄", "link": "https://twitter.com/1394785083480023042/status/2108552616498397258"}, {"agent": "muse", "date": "2026-09-21", "source": "X", "community": "@muse", "text": "@finkd @muse @finkd any plans to expand muse capabilities to help e-commerce store owners? would love to have @muse help with the shopify store setup, product sourcing, market research, ad creative, campaign management, and overall, day to day operations of the store.", "link": "https://twitter.com/1432032838812114945/status/2102160539321262403"}]}, {"theme": "Marketplace listing and posting", "criterion": "act.shopping", "authorWeeks": 4, "posts": 4, "agents": [{"id": "muse", "authorWeeks": 4}], "examples": [{"agent": "muse", "date": "2026-10-17", "source": "App Store", "community": "App Store", "text": "unable to do quite a few things, such as making facebook marketplace posts and looking up products on amazon. i wish the app were more useful.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-09-19", "source": "X", "community": "@muse", "text": "@mattprd @alimirza2k @muse all i want is a way to list things on marketplace and not have to deal with the buyer messages", "link": "https://twitter.com/759347/status/2101383254058160539"}, {"agent": "muse", "date": "2026-09-18", "source": "X", "community": "@muse", "text": "@muse @facebook do better\nyour own marketplace tools don’t work for me [link]", "link": "https://twitter.com/285846015/status/2100925784596635666"}]}, {"theme": "Automatic coupon and discount application", "criterion": "act.shopping", "authorWeeks": 3, "posts": 3, "agents": [{"id": "grok-bot", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-09-11", "source": "X", "community": "@muse", "text": "@billyjhowell @muse @alexandr_wang clip all safeway coupons on your account 🥁", "link": "https://twitter.com/1401805004088823810/status/2098518591998185949"}, {"agent": "hermes-agent", "date": "2026-10-11", "source": "Reddit", "community": "r/hermesagent", "text": "that’s the big thing the api access is missing right now is coupon clipping. i have been struggling to get a browser working on the desktop app. it tries to use mouse control and screenshots and takes forever and burns usage. i think hermes has a built in browser it can control but everything seems to be bot blocked", "link": "https://www.reddit.com/r/hermesagent/comments/1x1t4kd/hermes_helped_improve_my_marriage_meal_planning/pfag087/"}]}, {"theme": "Seller verification and purchase preferences", "criterion": "act.shopping", "authorWeeks": 3, "posts": 3, "agents": [{"id": "muse", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-13", "source": "X", "community": "@muse", "text": "@muse and instinct (cc @noahrshinn) have the same faliure modes. when shopping for me neither one validates in stock status, and neither one does due diligence on the seller. have gotren multiple oos and shady seller linos from both. why isnt this default behavior?", "link": "https://twitter.com/1894916211982381056/status/2109833315935199322"}, {"agent": "grok-bot", "date": "2026-09-20", "source": "X", "community": "@bot", "text": "ooo i’d love to be able to see if that merchant has a x account verified so you can confirm receipt 😊🚬🚬 or if i wanted to leave you a review i could see that from my receipt. either way my @bot told me to say that", "link": "https://twitter.com/2057142079504228352/status/2101529733141872879"}, {"agent": "muse", "date": "2026-09-29", "source": "App Store", "community": "App Store", "text": "muse bought my movie tickets through fandango instead of the theater's official site, so i paid a convenience fee i could have avoided. when its payment method failed, it also never offered me the option to just enter my own card. it should prefer official sites and respect the user's stated preferences.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}, {"theme": "Automatic buying on price drops or releases", "criterion": "act.shopping", "authorWeeks": 2, "posts": 2, "agents": [{"id": "hark", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-06", "source": "X", "community": "@hark_labs", "text": "@hark_labs will hark buy trading cards for me when they drop, so i have a higher success rate of getting product before they sell out???", "link": "https://twitter.com/1869495388266221568/status/2107593719268405689"}, {"agent": "muse", "date": "2026-09-11", "source": "X", "community": "@muse", "text": "@gravity0890 @meta @muse also i believe it's good for finding deals on supliments/vitamins. it's time consuming to find the right one with no additives and a good price. if it can tell you when the price drops... and make order... will be awesome. saving money :)", "link": "https://twitter.com/11191052/status/2098298463339393209"}]}, {"theme": "Payment approval and verification codes", "criterion": "act.shopping", "authorWeeks": 2, "posts": 2, "agents": [{"id": "hermes-agent", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-09-26", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "@amazon i tried to have my @meta muse agent buy some stuff for me but it was blocked.\nwe need like a trusted agent certificate/authorization process or something that allows bots to buy stuff for their humans. \ni don't want to browse for crap. i'd rather just have my bot go find stuff given budget, shipping, whatever constraints and order for me.\nalready works with @walmart and @samsclub.", "link": "https://twitter.com/1354941805930962948/status/2103912812955263131"}]}, {"theme": "Simpler checkout without forced login", "criterion": "act.shopping", "authorWeeks": 2, "posts": 2, "agents": [{"id": "muse", "authorWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-09-09", "source": "X", "community": "@muse", "text": "👀 @muse almost got me to make a purchase and the experience was not bad!\ntwo things holding it back:\n- forced login (this one's on shopping sites, not meta). guest checkout is table stakes in the ai shopping era.\n- latency. the longer it takes, the worse the experience gets.\noverall, cool product. congrats @alexandr_wang @finkd!", "link": "https://twitter.com/1148669001406529540/status/2097753318122734023"}]}]}, "act.admin": {"authorWeeks": 93, "themes": [{"theme": "Tax preparation and filing", "criterion": "act.admin", "authorWeeks": 8, "posts": 9, "agents": [{"id": "grok-bot", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-14", "source": "X", "community": "@bot", "text": "@elonmusk @bot would love to see it handle an aussie tax return. life admin is where ai bots really earn their keep.", "link": "https://twitter.com/158295317/status/2110252410404999554"}, {"agent": "dots", "date": "2026-10-10", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i'm trying to get my @openai dot to help me with my accounting, but it refuses to enter or submit tax-ids, which is obviously something i need to do all the time. it needs to be done by hand, which defeats the whole point of using an ai assistant. [link]", "link": "https://twitter.com/1478098650425405440/status/2109005259045515308"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "@bot", "text": "@elonmusk @bot i am trying to have grok @bot fully take over the operations of a newly registered us company. the most urgent next step is tax filing—can grok bot handle this?", "link": "https://twitter.com/1650656377394860032/status/2104009375652237648"}]}, {"theme": "Detect and cancel unneeded subscriptions", "criterion": "act.admin", "authorWeeks": 5, "posts": 5, "agents": [{"id": "muse", "authorWeeks": 4}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-09-30", "source": "YouTube", "community": "【GPT超え】「サブスク殺し」のAIアプリが、爆発的ヒット（Meta/Muse/エージェント/株価/解説：森川潤、後藤直義）", "text": "the worst subscription in japan, i would rate it if i could cancel nhk.", "link": "https://www.youtube.com/watch?v=S4_u48SG8uE&lc=Ugx4DzswAPj-K7F3sQ94AaABAg"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "@bot", "text": "@bot if it can spot subscriptions that need canceling, that's a huge win for budgeting", "link": "https://twitter.com/1219767630/status/2104003971656659153"}, {"agent": "muse", "date": "2026-09-26", "source": "YouTube", "community": "【GPT超え】「サブスク殺し」のAIアプリが、爆発的ヒット（Meta/Muse/エージェント/株価/解説：森川潤、後藤直義）", "text": "in japan, switching mobile contracts is too troublesome, so if it could automatically update to the best and most advantageous option, it would definitely become popular.", "link": "https://www.youtube.com/watch?v=S4_u48SG8uE&lc=UgyhenzT3ZObugMpc294AaABAg"}]}, {"theme": "Reliable form filling on user's behalf", "criterion": "act.admin", "authorWeeks": 5, "posts": 5, "agents": [{"id": "grok-bot", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-11", "source": "X", "community": "@hark_labs", "text": "my @bot just found and submitted requests for unclaimed property. i tried @hark_labs first and it had no way to submit personal information through a secure form. @bot wins this round.", "link": "https://twitter.com/107265181/status/2109336288185012725"}, {"agent": "muse", "date": "2026-09-29", "source": "X", "community": "@muse", "text": "@mukund @muse can muse be able to fill out my oci application forms to get the overseas citizenship of india, pending with me for a while to do.", "link": "https://twitter.com/137868275/status/2104778091520549182"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "@bot", "text": "@0xlaughing @bot the entry card can be filled out on behalf of me, help me with it next time.", "link": "https://twitter.com/1451954026409443330/status/2104287182001422467"}]}, {"theme": "Removal from spam and junk lists", "criterion": "act.admin", "authorWeeks": 5, "posts": 5, "agents": [{"id": "grok-bot", "authorWeeks": 4}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "@bot", "text": "@bot remove my phone number from spam call &amp; text lists.", "link": "https://twitter.com/62179450/status/2111212838241087991"}, {"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "@bot", "text": "@elonmusk @grok @bot @grok @bot can you also remove my name and address from spam physical mailings?", "link": "https://twitter.com/1594885125292101632/status/2111204550501630291"}, {"agent": "muse", "date": "2026-10-11", "source": "Play Store", "community": "Play Store", "text": "nothing is happening my phone is full of junk and advertising is still popping up", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"theme": "Government paperwork and official errands", "criterion": "act.admin", "authorWeeks": 4, "posts": 4, "agents": [{"id": "grok-bot", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-10-01", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "@tweetsofsumit i want agents like meta muse to prepare official errands as much as possible.", "link": "https://twitter.com/1437088626802835465/status/2105628636141244432"}, {"agent": "grok-bot", "date": "2026-09-30", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "what i want muse and grok bot to do is to go to the government office on rainy days, gather the documents, pack them in a letter pack, and send them. i wonder which world will be faster: a world where physical ai can do this or a world where everything can be done online.", "link": "https://twitter.com/2089668984455249921/status/2105127241755885644"}, {"agent": "muse", "date": "2026-10-07", "source": "X", "community": "@muse", "text": "@muse @mattprd dealing with state bureaucracy is maybe the best case for muse. i’ve used it. i would have the team read @annielowrey ‘s new book, the time tax, pay her to consult, partner with governments to use muse to reduce bureaucracy issues. huge win for ai folks and citizens", "link": "https://twitter.com/14914385/status/2107919081538302024"}]}, {"theme": "Adding items to to-do lists", "criterion": "act.admin", "authorWeeks": 3, "posts": 3, "agents": [{"id": "grok-bot", "authorWeeks": 3}], "examples": [{"agent": "grok-bot", "date": "2026-10-07", "source": "X", "community": "@bot", "text": "@larsencc @bot @bot a few more...\nadd this to my health to do list\nadd this to my exercise to do list\nadd this to my economic facts list\nadd this to my finance to do list\nadd this to my family to do list\nadd this to my video list for exercising time\n.......", "link": "https://twitter.com/38096065/status/2107710768791560360"}]}, {"theme": "Automated job application submission", "criterion": "act.admin", "authorWeeks": 3, "posts": 3, "agents": [{"id": "grok-bot", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-09", "source": "X", "community": "@hark_labs", "text": "@ajruth @hark_labs it should be able to actually do the applying via handoff computer use well too. this saves a lot of time filling out forms", "link": "https://twitter.com/3222018178/status/2108567667540218272"}, {"agent": "grok-bot", "date": "2026-09-15", "source": "Reddit", "community": "r/GrokBot", "text": "i want to apply for easy jobs like indeed can grok bot login and automate this for me?", "link": "https://www.reddit.com/r/GrokBot/comments/1wh292s/grok_bot_for_applying_to_jobs/"}]}, {"theme": "Automatic invoice and receipt collection", "criterion": "act.admin", "authorWeeks": 3, "posts": 3, "agents": [{"id": "openclaw", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-01", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@koh_notorious there's nothing in particular that i want to run with openclaw~ it would be helpful if it could automatically collect invoices or receipts from each service, but i can't just let it log in with my account...🤔", "link": "https://twitter.com/1126336035460222976/status/2105450284025881037"}, {"agent": "hermes-agent", "date": "2026-09-14", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@witcheer it’s very convenient. my hermes agent is fully hooked into the paperless-ngx service, but i still have to upload scans through the app, name the file, create tags and other metadata manually. would be easier to scan in hermes and tell my agent to upload to paperless with my rules", "link": "https://twitter.com/2075884810376015872/status/2099461997632819684"}]}, {"theme": "Finding and deleting leftover content", "criterion": "act.admin", "authorWeeks": 3, "posts": 3, "agents": [{"id": "grok-bot", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-09-13", "source": "X", "community": "@muse", "text": "@meta @facebook - @muse is absolute trash, you don’t even give it access to help manage fb pages lol, nor can it find and delete public comments you’ve made on your behalf. what does it do? it sucks.", "link": "https://twitter.com/1473484506187411459/status/2099285522220720245"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "YouTube", "community": "What's new in Grok Bot - Oct 7, 2026", "text": "hey .. wait a minute, buddy. can't the grok bot change the uber reservation automatically and just notify me that it made my life easier? eat. your. own. dog. food. why is my grok bot telling me to do stuff? i have enough bosses in my life. finally, heres what the world needs ... a grok bot that deletes powerpoint presentations wherever it discovers them.", "link": "https://www.youtube.com/watch?v=gdsNKSWOSyo&lc=UgzJV3DA-Z1_JscHrUR4AaABAg"}, {"agent": "grok-bot", "date": "2026-09-06", "source": "X", "community": "@bot", "text": "@bot feature request - house cleaning function. my chief of staff (atlas) keeps telling me that i have a new bot to finish setting up. after some arguments with atlas (yes, that sounds strange), atlas said, \"you're right not to see it; it’s leftover disk junk from an unfinished create (namedby: app, empty profile). the app api already says that id doesn’t exist, which is why you can’t find or delete it in the ui.\"", "link": "https://twitter.com/26800165/status/2096633919210688714"}]}, {"theme": "Insurance bills and reimbursement claims", "criterion": "act.admin", "authorWeeks": 3, "posts": 3, "agents": [{"id": "grok-bot", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-08", "source": "Reddit", "community": "r/hermesagent", "text": "the real goal is it automatically getting the money back for you, once it received the doctors note from somewhere.", "link": "https://www.reddit.com/r/hermesagent/comments/1x0ymap/hermes_agent_really_slow_compared_to_using_direct/pepv7ik/"}]}, {"theme": "Organizing saved files and documents", "criterion": "act.admin", "authorWeeks": 3, "posts": 3, "agents": [{"id": "grok-bot", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-09-26", "source": "App Store", "community": "App Store", "text": "voice input is quite difficult, and it cannot display the correct content even after saying it several times. it cannot organize the health report as required. logging into other platforms is difficult.", "link": "https://apps.apple.com/ca/app/muse-from-meta/id6760173601"}, {"agent": "grok-bot", "date": "2026-09-13", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@matthewberman need a grok bot to help me organize all my stl files, it's a problem.", "link": "https://twitter.com/1811761309555298304/status/2099184761436545411"}, {"agent": "grok-bot", "date": "2026-09-12", "source": "X", "community": "@bot", "text": "would love some help organizing my research articles and papers for longevity and stress management- then help create relevant practices for ‘more love and self care’ (my business) then manage my social account scheduler to disseminate all the good findings to all the people who need it.", "link": "https://twitter.com/30851839/status/2098808062609866995"}]}, {"theme": "Shared family organization and schedules", "criterion": "act.admin", "authorWeeks": 3, "posts": 3, "agents": [{"id": "muse", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "would be cool to get grok @bot team bots for families! running a house with little kids and various activities can get hectic and family organization is a must.", "link": "https://twitter.com/199029204/status/2107303499625062832"}, {"agent": "muse", "date": "2026-09-17", "source": "X", "community": "@muse", "text": "would love to see @muse as a family agent. being able to manage a household and have a shared view of tasks, bookings, schedules, travel etc.", "link": "https://twitter.com/86241277/status/2100615349687497206"}, {"agent": "muse", "date": "2026-09-17", "source": "X", "community": "@muse", "text": "the killer application for @muse is managing parents managing school/activity schedules for their kids.\nso obvious @aiatmeta you're serious about winning in consumer, just lean in, partner with parenting groups and influencers and get adoption from a vocal cohort who isn on the fence on al", "link": "https://twitter.com/95963954/status/2100699171753967636"}]}]}, "act.finance": {"authorWeeks": 77, "themes": [{"theme": "Autonomous trade execution", "criterion": "act.finance", "authorWeeks": 13, "posts": 13, "agents": [{"id": "grok-bot", "authorWeeks": 5}, {"id": "muse", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 1}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-09", "source": "YouTube", "community": "How To Actually Build A Trading Agent Using Grok Bot (Beginner Tutorial)", "text": "not a trading agent. this is only an automated research task. an agent should do things for you - besides researching. a trading agent should connect to a trading account and do exactly that: execute trades.", "link": "https://www.youtube.com/watch?v=hbdwsIUDojg&lc=Ugzj44gqTgpbrVQ1-sF4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "@bot", "text": "@elonmusk @bot elon i am waiting to see grok bot can full automatic trade gold and nasdaq for real no human decision, at that level grok bot will beat all others competitors until everyone start copy him", "link": "https://twitter.com/1115700931868286977/status/2108487672083673526"}, {"agent": "muse", "date": "2026-10-07", "source": "X", "community": "@muse", "text": "@muse can you learn my trading strategy and fully trade for me", "link": "https://twitter.com/2036467896453681152/status/2107792493618303077"}]}, {"theme": "Built-in bookkeeping and accounting", "criterion": "act.finance", "authorWeeks": 7, "posts": 7, "agents": [{"id": "grok-bot", "authorWeeks": 6}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk @grok @bot i need a grok bookeeper, not an email checker", "link": "https://twitter.com/1365563066121740288/status/2106970185353810231"}, {"agent": "grok-bot", "date": "2026-10-02", "source": "YouTube", "community": "I Tested Grok Bot vs Claude on 12 Daily Use Cases", "text": "id love to hand of bookkeeping and tax tracking expenses. etc.", "link": "https://www.youtube.com/watch?v=douQXfdYGmA&lc=UgwW7Zmdbfpq6jE-OlN4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-01", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk @grok @bot team bot sharing this idea is correct, no matter how strong a personal assistant is, it cannot withstand the scenario of team collaboration. if the financial function can automatically reconcile, its value will be even higher.", "link": "https://twitter.com/1698918427883380736/status/2105502550845776007"}]}, {"theme": "Secure agent payments and money transfers", "criterion": "act.finance", "authorWeeks": 7, "posts": 7, "agents": [{"id": "grok-bot", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-05", "source": "X", "community": "@openclaw", "text": "@heyneighbor @openclaw - secure payments\n- calls\n- better ios app\n- easy sign-on for newbies\n- cron \"ok\" that means it actually worked\n- simpler model routing (provider id mismatches = silent fallbacks)\n- usage/cost dashboard", "link": "https://twitter.com/139004667/status/2107203050498822510"}, {"agent": "dots", "date": "2026-10-03", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i’m really going to need @openai to release the wallet functionality for @chatgpt dots before i need to christmas shop!", "link": "https://twitter.com/2103471611387023360/status/2106374048808902809"}, {"agent": "grok-bot", "date": "2026-10-02", "source": "X", "community": "@bot", "text": "@elonmusk @bot can it pay my bills and stuff? that’s what i need assistance with doing.", "link": "https://twitter.com/1692837961/status/2105938099570098402"}]}, {"theme": "Dedicated agent card with spending budget", "criterion": "act.finance", "authorWeeks": 5, "posts": 5, "agents": [{"id": "grok-bot", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "@bot", "text": "@elonmusk @bot it may be better to give the bot its own wallet/virtual card and let users top it up in a secure environment.\ngrok would then use its own card - which also limits your liability from potential leaks.\nnevertheless, awesome job!", "link": "https://twitter.com/1548122747212926976/status/2110770746125672769"}, {"agent": "hark", "date": "2026-10-07", "source": "X", "community": "@hark_labs", "text": "i wonder why these personal ai agents like @bot instinct by @noahrshinn muse or @hark_labs not have a personal credit card for the agent instead of taking our card details\njust have that + a monthly budget - seems obvious to me?", "link": "https://twitter.com/1043110814310387712/status/2107841474163626101"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@lingxi @poteto @bot it needs to have its own xmoney sub account to handle things like subscriptions and petty cash.", "link": "https://twitter.com/23050530/status/2106411078187974760"}]}, {"theme": "Portfolio monitoring, reports and alerts", "criterion": "act.finance", "authorWeeks": 5, "posts": 5, "agents": [{"id": "muse", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-09-28", "source": "YouTube", "community": "Meta Muse is Best AI Agent Yet (Here’s How I’m Making Money With It)", "text": "have my muse assistant deliver me a custom daily market report based on my portfolio and a situational report for my option positions.", "link": "https://www.youtube.com/watch?v=RcIwN5RG6ik&lc=Ugz4GyFGYt9ZWQyFPUV4AaABAg"}, {"agent": "muse", "date": "2026-09-28", "source": "YouTube", "community": "Meta Muse is Best AI Agent Yet (Here’s How I’m Making Money With It)", "text": "have my muse assistant deliver me a custom daily market report based on my portfolio and a situational report for my option positions.", "link": "https://www.youtube.com/watch?v=RcIwN5RG6ik&lc=Ugz4GyFGYt9ZWQyFPUV4AaABAg.AbJZuPjyOtnAbJbmR_Amgd"}, {"agent": "hermes-agent", "date": "2026-08-31", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@lejeunesimon functionality to allow my hermes agent to monitor my portfolio. please.", "link": "https://twitter.com/70502749/status/2094575892777570610"}]}, {"theme": "Personal financial advice and guidance", "criterion": "act.finance", "authorWeeks": 4, "posts": 4, "agents": [{"id": "grok-bot", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-14", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@guoxiaoyang0925 right now, i rely most on x keyword search, help me find the x posts that need replies. also, i need a bot for marketing, and one for handling financial advice. basically, it's mainly to replace the openclaw scenario, plus the free x api.", "link": "https://twitter.com/69492059/status/2110200443347607793"}, {"agent": "muse", "date": "2026-09-27", "source": "X", "community": "@muse", "text": "@izakaminska inertia has been a real thing. but rising rates does make it even more costly to leave cash in the bank.\nwould love if @muse @bot and other agents will be an unlock and transfer income from banks to consumer pockets. @alexandr_wang. \n[link]", "link": "https://twitter.com/392468352/status/2104186540498747708"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "@bot", "text": "@lowtimeprefrenz @grok @bot i would think about any financial goals have the bot(s) optimize for that with ongoing guidance", "link": "https://twitter.com/33978667/status/2104036480314421569"}]}, {"theme": "Receipt and transaction categorization", "criterion": "act.finance", "authorWeeks": 4, "posts": 4, "agents": [{"id": "grok-bot", "authorWeeks": 4}], "examples": [{"agent": "grok-bot", "date": "2026-10-04", "source": "X", "community": "@bot", "text": "@sawyermerritt @ancient_geo @bot can grok keep up with all record of receipts, for tax purposes.\nlike when i buy something, i tell it to add to a list of repairs for certain houses?\nand it will keep. a running tally of how much i have spent.", "link": "https://twitter.com/1587648511490904065/status/2106735940349903258"}, {"agent": "grok-bot", "date": "2026-10-02", "source": "X", "community": "@bot", "text": "@sendnutes @bot it would be interesting to scan/take a photo of old receipts from grocery shopping so it knows the type of food you like and usually purchase.", "link": "https://twitter.com/1675864752361472000/status/2106166554555805833"}, {"agent": "grok-bot", "date": "2026-09-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "what are you using it for?! my husband tried to set up grokbot as a personal shopper/stylist for me because i hate clothes shopping and also hate the subscription services (stitch fix etc). anyway. it failed miserably and humorously. for example started sending me menswear options. anyway, we’re not there yet for this use case. \nwould lovvve for it to take me to inbox zero though and categorize all my business receipts!", "link": "https://twitter.com/1388459414/status/2096668260175643097"}]}, {"theme": "Stock and options trade analysis", "criterion": "act.finance", "authorWeeks": 4, "posts": 4, "agents": [{"id": "grok-bot", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-10-15", "source": "App Store", "community": "App Store", "text": "it doesn't give me stock analysis so whats the point , i won't be paying for this app for sure", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "@bot", "text": "@naoufal_elh i want @bot to do my onchain transactions, like analyze and suggest option trades on @derivexyz . this will unlock finance for the world, not just the us.", "link": "https://twitter.com/109090157/status/2104226111605571601"}, {"agent": "muse", "date": "2026-09-22", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "$meta muse app is sick . thanks for giving it out for free . can you make us an option trading app now ?", "link": "https://twitter.com/229975015/status/2102257199536058865"}]}, {"theme": "Agent that earns money autonomously", "criterion": "act.finance", "authorWeeks": 3, "posts": 3, "agents": [{"id": "grok-bot", "authorWeeks": 3}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk @bot save / generate cash for users → flows back to grok bot subs and usage", "link": "https://twitter.com/1325632354698711040/status/2111613739011281056"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "@bot", "text": "@elonmusk @bot why not, after solving aging and curing all disease, you just have a button \"make me money\" and users can press it and the bots will make them their daily financial needs on the market.", "link": "https://twitter.com/65425900/status/2104199428139802769"}, {"agent": "grok-bot", "date": "2026-09-26", "source": "X", "community": "@bot", "text": "@elonmusk @bot i need a grok bot that can invest $100 and turn it into $1,000,000.", "link": "https://twitter.com/64059809/status/2103997556175040602"}]}, {"theme": "Credit card rewards and credits tracking", "criterion": "act.finance", "authorWeeks": 3, "posts": 3, "agents": [{"id": "grok-bot", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-13", "source": "X", "community": "@hark_labs", "text": "@davidpawlan @hark_labs the credit card widget gets especially useful when it tracks whether a credit actually posted after you used it. expiration is one deadline; chasing the missing credit is another job for the assistant.", "link": "https://twitter.com/2097822406622789632/status/2110089916554039497"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "@bot", "text": "@bot both @muse and @grok @bot use @plaid, right? so can grok bot track credit card points? because muse can't.", "link": "https://twitter.com/18366419/status/2104089181333131436"}]}, {"theme": "Cryptocurrency management and trading support", "criterion": "act.finance", "authorWeeks": 3, "posts": 3, "agents": [{"id": "grok-bot", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-08", "source": "YouTube", "community": "The Ultimate Beginner’s Guide to Hermes Agent", "text": "your videos are very important, please make a video on how to set up hermes for crypto trading.", "link": "https://www.youtube.com/watch?v=XNcKUSL1CTE&lc=Ugx2LPK0Y0FWrsai6S94AaABAg"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "@bot", "text": "@elonmusk @bot can it manage my bitcoin? if not, is that a feature that’s in the works? i’d love some help with my crypto", "link": "https://twitter.com/1480162803092799490/status/2108098272896090253"}, {"agent": "openclaw", "date": "2026-09-24", "source": "X", "community": "@openclaw", "text": "@cashbookdotsh @muse @openclaw can u lock tokens or burn using this tek ?", "link": "https://twitter.com/1916972298688729089/status/2103139161125290414"}]}, {"theme": "Budget check before purchases", "criterion": "act.finance", "authorWeeks": 2, "posts": 3, "agents": [{"id": "grok-bot", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-09-11", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@matthewberman @bot @spacexai i would love to try grok bot, i use hermes agent for fun. make a bot that check my budget and that my wife can ask if she can make that dumb purchase!! or for my dumb purchase!", "link": "https://twitter.com/2175206605/status/2098486808606654839"}]}]}, "act.research": {"authorWeeks": 140, "themes": [{"theme": "Better web search quality and coverage", "criterion": "act.research", "authorWeeks": 7, "posts": 7, "agents": [{"id": "grok-bot", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@officialbbrooks @openai this was always the problem with openclaw and hermes. needs better search tools and background processes than what people tend to ship.", "link": "https://twitter.com/12626542/status/2111855990522175925"}, {"agent": "hermes-agent", "date": "2026-10-13", "source": "Reddit", "community": "r/hermesagent", "text": "i want my hermes to search deeper in web and in websites like (reddit, github, youtube, and the other social media)\nany idea or someone do the same think?", "link": "https://www.reddit.com/r/hermesagent/comments/1x4vtdp/best_way_to_improve_hermes_search/"}, {"agent": "grok-bot", "date": "2026-09-20", "source": "X", "community": "@bot", "text": "@elonmusk @bot today my feed is not working good it's giving me woke ideology instead of ai.... like i don't have time for that... and the search doesn't have history or smart search... trying to search for oppo x10 pro photo samples took me like 20 minutes...", "link": "https://twitter.com/725402970/status/2101727608165519832"}]}, {"theme": "Longer, deeper autonomous research sessions", "criterion": "act.research", "authorWeeks": 6, "posts": 6, "agents": [{"id": "muse", "authorWeeks": 4}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-10", "source": "Reddit", "community": "r/hermesagent", "text": "i’m looking to set up an autonomous \"deep research\" pipeline inside hermes agent—similar to what openai deep research or gemini deep research does (iterative multi-query planning,\nscraping/browsing sources, fact synthesis, and generating a comprehensive structured report).\ni'm running hermes with good local ai model, can i do deep research?", "link": "https://www.reddit.com/r/hermesagent/comments/1x28lbj/has_anyone_successfully_built_a_deep_research/"}, {"agent": "muse", "date": "2026-09-30", "source": "X", "community": "@muse", "text": "@pierodismo @fedexsti @muse @neuramedia but it would be cool if this agent could create skills based on how i write, how i think about business, how i think about my professional career, and that if i tell it to look for events for today, it doesn't just do a simple search but is thorough and works as long as it takes.", "link": "https://twitter.com/1390279217133363200/status/2105269145629589813"}]}, {"theme": "Native understanding of video and image content", "criterion": "act.research", "authorWeeks": 6, "posts": 6, "agents": [{"id": "muse", "authorWeeks": 4}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-09-30", "source": "X", "community": "@bot", "text": "@elonmusk @bot can @bot watch an educational/ training youtube video then repeat the steps laid out in the video?", "link": "https://twitter.com/740368226832388096/status/2105248099941642523"}, {"agent": "muse", "date": "2026-10-10", "source": "App Store", "community": "App Store", "text": "1. \"wants real-time full k-line candlestick charts for stock analysis, including pre-market, after-hours and overnight sessions\"\n2. \"wants improved voice features: fewer transcription errors in voice input and a phone-call feature\"\n3. \"wants stronger video learning ability: extracting and deeply, comprehensively understanding video content, especially videos without subtitles\"", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-09-26", "source": "App Store", "community": "App Store", "text": "1. instagram access: let muse connect to and use instagram (browse, post, reply, manage dms) like other integrations.\n2. messaging account: give muse its own messaging identity so it can chat with people directly, just like any other person.\n3. media understanding: enable muse to actually understand videos and images — not just captions or thumbnails, but the real content inside them.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}, {"theme": "Model benchmarks and real-hardware testing", "criterion": "act.research", "authorWeeks": 5, "posts": 5, "agents": [{"id": "hermes-agent", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-09-12", "source": "YouTube", "community": "El poder de OpenClaw 2.0 en local con Ollama (Sin pagar tokens)", "text": "carlos, can you try to push that hardware you have as a server to the limit with more models? coincidentally, i have similar hardware on my server. it would also be interesting to see its behavior with a larger context window and compared to the hermes agent.", "link": "https://www.youtube.com/watch?v=aDh2klQMDyU&lc=UgxpLsTU9DYr0Qlm3Ox4AaABAg"}, {"agent": "grok-bot", "date": "2026-09-13", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "i’d use grok bot as my personal ai model evaluator.\nnew model drops it runs my usual coding/reasoning tests, compares the results with the models i already use, tracks cost + speed, and gives me a short “worth switching or not” report.\nbasically automate the part of ai twitter i already spend way too much time on", "link": "https://twitter.com/1846861204527996928/status/2099202264548450773"}, {"agent": "hermes-agent", "date": "2026-09-04", "source": "X", "community": "@NousResearch", "text": "@nousresearch \nglad to see hermes/nous making local models easier to use. definitely a meaningful step forward. one limitation: recommendations seem based mostly on theoretical memory fit. the next leap is testing speed, context, compression and tool use on the actual machine before recommending a model.", "link": "https://twitter.com/40104971/status/2095676148353003657"}]}, {"theme": "Verifiable sources and fact-checking in research", "criterion": "act.research", "authorWeeks": 4, "posts": 5, "agents": [{"id": "grok-bot", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "@bot", "text": "@bot can it monitor a thread and fact-check the claims against official sources? i've been tagging @grok with \"is it true ?\" under swedish politics posts for months. would love my bot to just watch them and bring back the receipts", "link": "https://twitter.com/1257272912945373184/status/2108098311458623914"}, {"agent": "grok-bot", "date": "2026-09-13", "source": "X", "community": "@bot", "text": "@matthewberman @bot @spacexai my planned bot could be researcher validated a news on multiple sources present it with validated point facts and orginal and other clear outputs to user rather overwhelming", "link": "https://twitter.com/1868529927181488128/status/2099189592146722817"}, {"agent": "hermes-agent", "date": "2026-09-09", "source": "X", "community": "@NousResearch", "text": "@nousresearch search and fetch need two receipts here: the query + ranked snippets that found a source, then the exact page lines used for the claim. i’ve watched agents promote a relevant snippet into “proof” before the page was ever opened.", "link": "https://twitter.com/828440649535873025/status/2097581001883226497"}]}, {"theme": "Charts and visual data outputs", "criterion": "act.research", "authorWeeks": 4, "posts": 4, "agents": [{"id": "grok-bot", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "@bot", "text": "@grok @ryandetrick @bot @grok build a year end visual chart showing a \"range\" using the low end average and high end average range.", "link": "https://twitter.com/280086557/status/2107202211789066462"}, {"agent": "grok-bot", "date": "2026-09-30", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@leerob @bot grok bot should be able to make data visual and interactive", "link": "https://twitter.com/1623289354448674819/status/2105172785077338379"}, {"agent": "grok-bot", "date": "2026-09-11", "source": "YouTube", "community": "GROK Bot ROMPE la IA: Crea agentes que trabajan SOLOS por ti", "text": "can i give you an excel file with data and get a summary in tables and graphs?", "link": "https://www.youtube.com/watch?v=jM8X-Jd0ypc&lc=Ugwa4ih9D0oIEXL6cgV4AaABAg"}]}, {"theme": "Daily curated news digests", "criterion": "act.research", "authorWeeks": 4, "posts": 4, "agents": [{"id": "hermes-agent", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}], "examples": [{"agent": "hermes-agent", "date": "2026-10-11", "source": "YouTube", "community": "Hermes Agent Jalanin Seluruh Hidup Gw (SETUP + CARA PAKE)", "text": "can the ai agent analyze trending news and assess the impact that will occur in the future and report it every day?", "link": "https://www.youtube.com/watch?v=jevlr9bH1C8&lc=UgwgAP9D2nXm1gwnhfN4AaABAg"}, {"agent": "hermes-agent", "date": "2026-09-08", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "i'm getting interesting topics from the rss content with hermes agent, but it doesn't summarize them, so i don't feel like reading. [link]", "link": "https://twitter.com/1947591748039188480/status/2097137294365069474"}, {"agent": "muse", "date": "2026-10-09", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "something missing from chatgpt for me is a tailored news feed i can interact with. meta muse did a great job with this. so, a content source would be great. an ai-tailored, ai-summarized, ai-curated feed that i can then drill down into and read while asking my ai questions. i don't have a great recommendation here. obviously x is off the table. openai has lots of content partnerships. maybe one of those publishers? reuters?", "link": "https://twitter.com/1693585632965148672/status/2108583037403271410"}]}, {"theme": "More real-world use case examples", "criterion": "act.research", "authorWeeks": 4, "posts": 4, "agents": [{"id": "hark", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-08", "source": "X", "community": "@hark_labs", "text": "@johnmckeownn @bot @hark_labs i do wish these labs would use more common use cases. \nfor example a friend sent me an amazon link. i gave the link to @hark_labs to order it and it did. \ntbf one of their examples was printing out an amazon return label.", "link": "https://twitter.com/2629244664/status/2108227361741197391"}, {"agent": "hark", "date": "2026-10-08", "source": "X", "community": "@hark_labs", "text": "@hark_labs yes, they can do it, but we all need lots of help finding those use-cases. hopefully you're going to make really good templated tasks that you can just switch on 😉", "link": "https://twitter.com/162615017/status/2108017641092964775"}, {"agent": "hermes-agent", "date": "2026-10-06", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "look, i like hermes and obviously i’m not expecting an “in depth meta analysis of our users deployment of hermes agent across multiple sectors” but if yall can curate the user stories and cases towards professional use cases a bit more that would be neat! [link]", "link": "https://twitter.com/830807896203997184/status/2107292336804053063"}]}, {"theme": "Organizing saved research and reading lists", "criterion": "act.research", "authorWeeks": 4, "posts": 4, "agents": [{"id": "grok-bot", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "@bot @dingyi @bot also, please help me check how many interesting and fun websites this blogger i follow has recommended in the past, record each website, and then write a key point worth noting to put into my study list, with a maximum limit of 20.", "link": "https://twitter.com/821646138411458565/status/2111653860490256648"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "X", "community": "@bot", "text": "@notionhq @bot please save the original post link with each entry. a reading list full of summaries is hard to fact check later.", "link": "https://twitter.com/2051888695100514304/status/2107747816529604673"}, {"agent": "gemini-spark", "date": "2026-09-02", "source": "YouTube", "community": "Google Gemini Spark: 10 tareas para crear contenido", "text": "i am an engineering student and i would like to automate spark to search for and review scientific articles and help me organize the references well, whether with any reference manager like mendeley or zotero, scribbr. other activities would be to manage software like matlab.", "link": "https://www.youtube.com/watch?v=AE9CyEzB6gM&lc=UgyV9IVKqlzJiKSvS_l4AaABAg"}]}, {"theme": "Real-time stock and price data", "criterion": "act.research", "authorWeeks": 4, "posts": 4, "agents": [{"id": "muse", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-02", "source": "Play Store", "community": "Play Store", "text": "stock research could be better. it is better than chat gpt though. we should be able to pull real time data and muse should be able to ping us immediately once data is released", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "grok-bot", "date": "2026-09-30", "source": "X", "community": "@bot", "text": "@leerob @bot sometimes the files on my bot’s computer get deleted for no reason at all and it has to go and redo work \nalso for a feature, let it pull in stock graphs and data into the chat", "link": "https://twitter.com/1586459501405900806/status/2105135892545286426"}, {"agent": "muse", "date": "2026-09-09", "source": "X", "community": "@muse", "text": "@muse very disappointed, very few of the exciting features are actually ready. not many connections available, background work requires constant manual log-ins if there’s no connection. price watching polls daily no live watch of dynamic prices [link]", "link": "https://twitter.com/1992736226835607552/status/2097764961216815316"}]}, {"theme": "Automated daily digest of personal activity", "criterion": "act.research", "authorWeeks": 3, "posts": 3, "agents": [{"id": "openclaw", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-09-28", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "hey grok bot, monitor my kids bits for me and give me a single feed from which i can instantly discern what they need to do today, and any announcements from the school or teacher that may be relevent to our family. and yes, i have 4 kiddos, so we will need to do some creative math on determining what's \"relevent\" ;-)", "link": "https://twitter.com/218538224/status/2104575211093856543"}, {"agent": "openclaw", "date": "2026-09-28", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "automation idea i would absolutely use: a tiny openclaw agent that keeps a personal changelog.\nnot “journal every thought.” more like: projects touched, decisions made, weird blockers noticed, loose threads created.\nat the end of the week it hands you the story of what actually moved.", "link": "https://twitter.com/2024270544116600836/status/2104375645384200429"}]}, {"theme": "SEO workflow and backlink checks", "criterion": "act.research", "authorWeeks": 3, "posts": 3, "agents": [{"id": "dots", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-09-28", "source": "X", "community": "@openclaw", "text": "@themattberman @openclaw @dataforseo when you are connected with google search console \nwhy can't run serp requests to check ranked pages as well as llm mention request to check competitor recommendation. \nnext process to run backlink request to check ranked pages getting backlink. \nit's a simple ranking process", "link": "https://twitter.com/1526222430942789633/status/2104499179846578631"}]}]}, "act.build": {"authorWeeks": 115, "themes": [{"theme": "Stronger overall coding performance", "criterion": "act.build", "authorWeeks": 9, "posts": 9, "agents": [{"id": "muse", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-09", "source": "YouTube", "community": "7 Hermes Agent Upgrades You NEED To Implement Today", "text": "hermes failed in complex coding resolving if you can help me how we use properly as i can use in my big apps projects for coding", "link": "https://www.youtube.com/watch?v=h9SsHkRSHxo&lc=UgxONqo7TmuaHBuP8jV4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@davelee it’s the only thing holding me back from switching fully. love grok, love grok bot. coding needs to catch up though. i’m sure it will.", "link": "https://twitter.com/1308943221683359747/status/2107292826916577520"}, {"agent": "muse", "date": "2026-10-04", "source": "Play Store", "community": "Play Store", "text": "hey, i like muse.it's very helpful.the only problem i have is it's not very good with creating encoding and helping actually build apps and programs", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"theme": "Build complete websites from a prompt", "criterion": "act.build", "authorWeeks": 7, "posts": 7, "agents": [{"id": "muse", "authorWeeks": 5}, {"id": "grok-bot", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "it would be really fun if we could have grok bot list 100 site designs and actually implement them using opus.", "link": "https://twitter.com/1787298700383154177/status/2108171688315929039"}, {"agent": "muse", "date": "2026-09-21", "source": "Play Store", "community": "Play Store", "text": "i like it very quick in formative although i will say there's a couple things i would improve give it the ability to create coding or give it the ability to create more intricate things such as a single page web page", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-09-11", "source": "X", "community": "@muse", "text": "@billyjhowell @muse @alexandr_wang make a custom avatar. then have it make a website.", "link": "https://twitter.com/131345041/status/2098469294124245160"}]}, {"theme": "Full integrated coding environment", "criterion": "act.build", "authorWeeks": 6, "posts": 6, "agents": [{"id": "gemini-spark", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-15", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "text": "hark pro has been genuinely impressive so far! i really hope hark eventually expands beyond its current interface and offers something like hark code, with a workflow similar to claude code.", "link": "https://twitter.com/285363/status/2110711699989041211"}, {"agent": "grok-bot", "date": "2026-09-30", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@mattyp @plaid @bot @x i would like grokbot to make a canvas similar to cursor and be able to share it publicly or privately.", "link": "https://twitter.com/4252450512/status/2105364698707190041"}, {"agent": "gemini-spark", "date": "2026-09-18", "source": "X", "community": "X search: Gemini Spark", "text": "@thtbee_ 💯 i also want antigravity and gemini spark to be have lot of features like codex, openai has really cooked very well on codex and chatgpt work so i want same to be for antigravity and gemini spark as well", "link": "https://twitter.com/2090005551577223168/status/2100927666023223714"}]}, {"theme": "Fully autonomous end-to-end software development", "criterion": "act.build", "authorWeeks": 5, "posts": 6, "agents": [{"id": "grok-bot", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 2}], "examples": [{"agent": "openclaw", "date": "2026-10-03", "source": "X", "community": "@openclaw", "text": "next demo i want to see is dot deployed to automatically manage entire @openclaw ( or some big opensource project ) end to end! \nnot finding flights and planning my trip! [link]", "link": "https://twitter.com/3243159698/status/2106409013525221814"}, {"agent": "grok-bot", "date": "2026-09-19", "source": "YouTube", "community": "Why I Use Grok Bot and Cursor Projects Together", "text": "the dream is to never touch cursor at all and just have my grok bot run it for me", "link": "https://www.youtube.com/watch?v=Fr2nqjVTxhI&lc=UgxCaoJN89H19Zo3yNZ4AaABAg"}, {"agent": "grok-bot", "date": "2026-09-13", "source": "X", "community": "@bot", "text": "@matthewberman @bot @spacexai i think a complete software factory with grok @bot that do 0 to 100 autonomously is cool idea", "link": "https://twitter.com/868101459598028801/status/2099000336266539111"}]}, {"theme": "Accurate CAD and 3D model generation", "criterion": "act.build", "authorWeeks": 4, "posts": 5, "agents": [{"id": "grok-bot", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-14", "source": "X", "community": "@bot", "text": "@elonmusk @bot can grok bot convert images into stl files to use on a cnc or 3d printer?", "link": "https://twitter.com/1588333938178633733/status/2110177355247620342"}, {"agent": "grok-bot", "date": "2026-10-13", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@naoufal_elh @bot @poteto poteto poteto\nadd native 3d modelling and gaussian splats to grok @bot", "link": "https://twitter.com/1475598443779444739/status/2109805654152278027"}, {"agent": "dots", "date": "2026-10-02", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "ok i might be wrong about openai’s dot\njust started using it and i think there is potential here.\nif it can create accurate cad files for prototyping ideas that would be cool.", "link": "https://twitter.com/2463543595/status/2105846378005975047"}]}, {"theme": "Rewrite the agent in Rust or C", "criterion": "act.build", "authorWeeks": 4, "posts": 4, "agents": [{"id": "openclaw", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": []}, {"theme": "Agent compiles, runs and tests its code", "criterion": "act.build", "authorWeeks": 3, "posts": 6, "agents": [{"id": "gemini-spark", "authorWeeks": 1}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-09-30", "source": "Play Store", "community": "Play Store", "text": "it's awesome until it starts asking me to pay money. like. come on man. can't i just use instagram or facebook more and then you let me make this video game not be slop ? also the ai can't seem to see what it's doing it says. need a way for it to test video games.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "gemini-spark", "date": "2026-09-18", "source": "X", "community": "X search: Gemini Spark", "text": "@ravikiran_dev7 that may all be true but gemini without tools is useless to me. if it can't independently compile and test c++ source code, i have no use for it. opus and astra can do that easily. gemini spark isn't available to me in the eu either, so gemini 4 will likely be useless to me", "link": "https://twitter.com/1680105360110002176/status/2100941077985345658"}]}, {"theme": "Reliable one-click app and site deployment", "criterion": "act.build", "authorWeeks": 3, "posts": 3, "agents": [{"id": "grok-bot", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-09-05", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@n2parko @bot make @bot able to build apps on its machine and serve to the grokbot app. then users get infinite personal apps and grokbot as the backend infra.", "link": "https://twitter.com/894347083028869122/status/2096205624539337054"}, {"agent": "openclaw", "date": "2026-09-02", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@hatcherlabs running ai agents locally always falls apart the moment your laptop goes to sleep.dedicated hosting + mobile monitoring for openclaw and hermes agents at [link] is a super practical setup.are you planning a 'deploy to hatcher' button for open-source github repos?", "link": "https://twitter.com/1267919835691966464/status/2095101986047750315"}]}, {"theme": "One-click worktrees from issues and PRs", "criterion": "act.build", "authorWeeks": 2, "posts": 3, "agents": [{"id": "hermes-agent", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-09-12", "source": "X", "community": "@NousResearch", "text": "@hermeswatcher @witcheer @nousresearch i love it but still behind compared to @orca_build, i cannot see remote issues on git repos and browse them. and i cannot create a worktree from an issue or a pr with a click. when this is added, i'd switch.", "link": "https://twitter.com/1988896326759903232/status/2098815307657699366"}]}, {"theme": "Automatic daily code quality and bug fixes", "criterion": "act.build", "authorWeeks": 2, "posts": 2, "agents": [{"id": "grok-bot", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-11", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@levelsio nice didn’t know openclaw does that\naltho we need to see more of this from every one else, claude codex etc as i know don’t do that. it should be built in at this point", "link": "https://twitter.com/1777115021807661056/status/2109388488219197469"}, {"agent": "grok-bot", "date": "2026-09-13", "source": "X", "community": "@bot", "text": "@matthewberman @bot @spacexai my use case:\ni want bot to check and automatically improve the quality of the code instead of me every day.", "link": "https://twitter.com/20030847/status/2099168372567187750"}]}, {"theme": "Build playable games", "criterion": "act.build", "authorWeeks": 2, "posts": 2, "agents": [{"id": "grok-bot", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-09-19", "source": "X", "community": "@bot", "text": "dude awesome! i haven't ran since the last season\nshield builds with paladins began to annoy me with how they were i herently gimped not being able to get the weapon stat gems despite rolling in the weapon pool for everything else. need a team of grok @bot to make you your own diablo on x for everyone to play and bring some traffic. next step up proof of concept from the grok bot galaxy. lets keeping making this an everything app! @elonmusk", "link": "https://twitter.com/1440662513373233173/status/2101325447665766826"}]}, {"theme": "Custom personal tracking and utility apps", "criterion": "act.build", "authorWeeks": 2, "posts": 2, "agents": [{"id": "grok-bot", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-09-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@grok @grok can grokbot help me build an app to warn people looking to book flights on @jetblue to guess their estimated delays?", "link": "https://twitter.com/36835347/status/2096691865504608398"}, {"agent": "muse", "date": "2026-09-10", "source": "YouTube", "community": "Take the full tour of Muse, Meta's personal AI agent.", "text": "can it code for you? if i want a custom fitness app would it able to make for me? will it make a custom apps for my business to track my finances? if not then no one is gonna use it for scheduling and booking things.... because the phones own gemini or siri can do most of the things.", "link": "https://www.youtube.com/watch?v=wHn0hTjvFoo&lc=Ugzdvf4aJJKVlKPITT54AaABAg"}]}]}, "act.content": {"authorWeeks": 242, "themes": [{"theme": "Tutorial and demo videos", "criterion": "act.content", "authorWeeks": 53, "posts": 53, "agents": [{"id": "hermes-agent", "authorWeeks": 30}, {"id": "openclaw", "authorWeeks": 15}, {"id": "muse", "authorWeeks": 4}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-16", "source": "X", "community": "@openclaw", "text": "@jeroencorthout @openclaw @linux @telegram @roboclawbot this is cool, make a session and spin ip dev gateway with this installed and make me a narrated video", "link": "https://twitter.com/25401953/status/2110913647631548774"}, {"agent": "hermes-agent", "date": "2026-10-08", "source": "YouTube", "community": "Hermes Agent - Como ter seu AI agent funcionando em 15 minutos", "text": "hi, it would be cool to share with us some project where you use hermes nowadays, so we can get out of these tutorials of marketing agents that are all the same around here :d", "link": "https://www.youtube.com/watch?v=zMgg9skvdw0&lc=Ugy13oEdWEPQHcL1c5d4AaABAg"}, {"agent": "hark", "date": "2026-10-08", "source": "YouTube", "community": "Nova missão: $5 EM RECOMPENSAS por responder 5 perguntas (Hark Pro) Tutorial", "text": "@criptobr could you bring more content like this, which has fast payment. i tested the app from your video and the 5 dollars were already in my paypal in less than 20 minutes 🤩👏🏽👏🏽👏🏽💰", "link": "https://www.youtube.com/watch?v=AfLmSeTXKhw&lc=UgxRH5V_54zh8jzf2Lp4AaABAg"}]}, {"theme": "Automated social content creation and posting", "criterion": "act.content", "authorWeeks": 19, "posts": 19, "agents": [{"id": "grok-bot", "authorWeeks": 10}, {"id": "muse", "authorWeeks": 5}, {"id": "hark", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-10", "source": "X", "community": "@bot", "text": "@poteto @bot automate my wife's faceless channels company entirely, trend hunt, niche finder, ideation, packaging, scripting and even editing with an app made with cursor, ty", "link": "https://twitter.com/376293797/status/2108961593593659815"}, {"agent": "hark", "date": "2026-10-08", "source": "X", "community": "@hark_labs", "text": "@hark_labs can you help build creative posts for instagram? and mange the posting?", "link": "https://twitter.com/1914290379471663104/status/2108025214185697633"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@x @bot build a real-time x engagement optimizer. users tag it on a draft post; it analyzes timing, hashtags, audience match from public data, suggests rewrites for higher reach, and tracks predicted vs actual metrics. keep replies concise, source all tips, and scale for mass use", "link": "https://twitter.com/2102023876330823680/status/2106436850969915801"}]}, {"theme": "Better image generation quality", "criterion": "act.content", "authorWeeks": 17, "posts": 17, "agents": [{"id": "muse", "authorWeeks": 8}, {"id": "grok-bot", "authorWeeks": 6}, {"id": "dots", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "reason [zip code] why dots is my daily driver currently over grok bot: the image model. \ni build tons of creative assets for clients in ecom and i need a frontier image model. \ni can’t have a tool that’s “guessing” and won’t verify/allow me to control it in detail.", "link": "https://twitter.com/1881029438475046913/status/2108091247747645766"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "@bot", "text": "@elonmusk @bot @bot still needs to be improved. hasn't he learned to make drawings yet? [link]", "link": "https://twitter.com/1307182250962817025/status/2108054338669285505"}, {"agent": "dots", "date": "2026-10-03", "source": "YouTube", "community": "ChatGPT Dots Is Insane... But Gemini’s NEW Argon Is EVEN Bigger", "text": "it is insane not sane. factually, it sucks at all it's own tools.\nit relies on the same old image generator womp womp wompppp", "link": "https://www.youtube.com/watch?v=kmo9Mk_gIUk&lc=UgykESzKX1YBkNJFxo54AaABAg"}]}, {"theme": "Video generation capability", "criterion": "act.content", "authorWeeks": 16, "posts": 16, "agents": [{"id": "muse", "authorWeeks": 8}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-11", "source": "YouTube", "community": "OpenClaw 2.0: An Army of AI Working for You 🤯", "text": "love you video and very informative.can openclaw generates video?", "link": "https://www.youtube.com/watch?v=NVtJF4Ybwxw&lc=Ugwh1yZQb6qpMIRrNlB4AaABAg"}, {"agent": "muse", "date": "2026-10-04", "source": "App Store", "community": "App Store", "text": "the only things is i wish it could make flexing and bodybuilding videos", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "openclaw", "date": "2026-10-01", "source": "YouTube", "community": "Bastidores do Hackathon OpenClaw: a correria em San Francisco", "text": "it would be legal to have a video of you talking about each coworker. i am curious to know a little more. i watch you every day for a while now, so we end up feeling like part of this universe.", "link": "https://www.youtube.com/watch?v=u5OTpLwp2Vw&lc=UgxwX5KUxjBYtg_bnzR4AaABAg"}]}, {"theme": "Better writing quality and tone", "criterion": "act.content", "authorWeeks": 15, "posts": 16, "agents": [{"id": "grok-bot", "authorWeeks": 8}, {"id": "openclaw", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-09", "source": "Reddit", "community": "r/openclaw", "text": "i hope thats not gonna be the future. when people start sending work slop at each other. we need a ponytail skill for writing messages to humans!", "link": "https://www.reddit.com/r/openclaw/comments/1x1sq20/in_the_last_month_did_your_agents_answer_end_up/pex5kto/"}, {"agent": "hark", "date": "2026-10-06", "source": "YouTube", "community": "Hark is a MIND BLOWING AI Agent you need to try", "text": "omit \"changes everything,\" \"most powerful ever,\" and \"increased my producivity more than ever\" from the synopses.", "link": "https://www.youtube.com/watch?v=aL_WMpJB2iY&lc=UgyVlqehIuVGDhWm05J4AaABAg.AbckiIA8impAbd9eUpDFGw"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@lingxi @elonmusk @bot earlier versions of grok bot were excellent at both daily assistance and creative writing. restoring that flexibility for text would make it even more complete.", "link": "https://twitter.com/2073347205067689984/status/2106307698010755351"}]}, {"theme": "Better video generation quality", "criterion": "act.content", "authorWeeks": 11, "posts": 11, "agents": [{"id": "muse", "authorWeeks": 7}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-09", "source": "YouTube", "community": "I Built a Fully Automated YouTube Channel Using Muse AI Agent (100% Free)", "text": "agar location change hu jaye fir real video nahi banata fir picture videos banata hain 😢", "link": "https://www.youtube.com/watch?v=V4HuwQUD9m4&lc=UgysKS0s37NWpt00Y-B4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@brianroemmele @grok @bot grok bot is terrible. elon said it can use midjourney and other tools, but none of them can be invoked. check out the video that grok bot made for me... terrible.\nnow compare the video with what opus 5.5 made me [link] [link]", "link": "https://twitter.com/791620697726615554/status/2108507535670129101"}, {"agent": "hark", "date": "2026-10-08", "source": "X", "community": "@hark_labs", "text": "@hark_labs when can it make high-quality videos like [link] fr? 🤔🔥", "link": "https://twitter.com/1822458545117523969/status/2107998662857273806"}]}, {"theme": "Image generation capability", "criterion": "act.content", "authorWeeks": 8, "posts": 8, "agents": [{"id": "muse", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-09", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "i haven't touched any image generation models properly, but with qwen releasing 2.1 turbo i might have to see what it can produce! \nsome more imagery in my hermes agent workflows might be nice and could even speed up my understanding of topics when learning a new subject. [link]", "link": "https://twitter.com/1600750916046569473/status/2108566338319093931"}, {"agent": "hermes-agent", "date": "2026-10-04", "source": "X", "community": "@NousResearch", "text": "@adolandev @nousresearch i added wake word, as well as showing images if requested, maybe you could add that if you’re interested, btw great work!", "link": "https://twitter.com/728323719614083072/status/2106778357971181607"}, {"agent": "grok-bot", "date": "2026-10-01", "source": "X", "community": "@bot", "text": "@grok @bot @grok @imagine without violating any copyrights, generate a poster with a comic incorporating a character like tweety and @bot having an agentic interaction.", "link": "https://twitter.com/34196099/status/2105696066125590839"}]}, {"theme": "Better design and slide taste", "criterion": "act.content", "authorWeeks": 7, "posts": 7, "agents": [{"id": "grok-bot", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-10", "source": "YouTube", "community": "GrokBot Just KEEPS Getting Better (4 New Use Cases)", "text": "i have noticed, when making slides, they tend to use very small fonts. in the navy we would say “an eye chart”. i have tried canvass, gamma, and google slides. always small fonts. i’m going to work with my cos to produce better “on screen” slides. thanks for a great show kacper!", "link": "https://www.youtube.com/watch?v=q7lekwOXXqk&lc=UgydVLC0XwdjMcEMYwd4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-04", "source": "X", "community": "@bot", "text": "@poteto poteto poteto poteto can @bot have native marketing skills and design tools?\ni’ve been trying to teach them to be my marketing team and even gave them a full 5090ti for heavy image/video/music generation, but they just don’t get it as well as claude does.", "link": "https://twitter.com/128766869/status/2106539576600707367"}, {"agent": "grok-bot", "date": "2026-09-09", "source": "App Store", "community": "App Store", "text": "it’s great but i think that their are other tools still needed to run the marketing aspect. the ads are ok but the landing page is a real struggle to get right..but i know elon and the team will get to the point here it’s top notch.", "link": "https://apps.apple.com/us/app/grok-bot/id6794501026"}]}, {"theme": "Longer and chained generated videos", "criterion": "act.content", "authorWeeks": 7, "posts": 7, "agents": [{"id": "muse", "authorWeeks": 5}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-04", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@lingxi @bot have grok bot make videos for me to make 20 minute videos bt chaining many 10 second clips together so i don't have to.", "link": "https://twitter.com/278594632/status/2106556096584483004"}, {"agent": "muse", "date": "2026-10-01", "source": "Play Store", "community": "Play Store", "text": "wow thi$ app work$ really well & fa$t too only wi$h it could create longer running videos by editing everything after clips are made to have a run time if 40 mins", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "hermes-agent", "date": "2026-09-27", "source": "X", "community": "@NousResearch", "text": "@grok @nousresearch really cool. can i make the videos longer with it or do i need bigger sub for it? i want to test around and maybe replace other models i use. still rotating a lot to find the right one", "link": "https://twitter.com/2042697676551008256/status/2104355760373137814"}]}, {"theme": "Video editing and effects tools", "criterion": "act.content", "authorWeeks": 6, "posts": 6, "agents": [{"id": "grok-bot", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-11", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "@meta muse needs a capcut level editing tool so my agent can cut reels.", "link": "https://twitter.com/817554224573714432/status/2109345877655793783"}, {"agent": "dots", "date": "2026-10-06", "source": "YouTube", "community": "ChatGPT lança robôs autônomos conectados a 4.000 aplicativos", "text": "@iisabela.anholett these dots could create the videos, making captions would be everything, for my niche.", "link": "https://www.youtube.com/watch?v=T9mKARfuByU&lc=UgyPTsy2nKzONv_nIIJ4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "YouTube", "community": "I Gave My Work to Grok Bot Then This Happened! ما ګروک باټ ته خپل کار وسپاره نتیجه یې حیرانووکی وه.", "text": "good information, can you please explain it's video editing cabalities if we input short video clips? or can it works on our behalf as a video editor and producer if combined with video generator tool?", "link": "https://www.youtube.com/watch?v=APvBX4FQJ6g&lc=UgyRJfXDhmxL74AB0Id4AaABAg"}]}, {"theme": "Editable documents and web artifacts", "criterion": "act.content", "authorWeeks": 5, "posts": 5, "agents": [{"id": "dots", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 2}], "examples": [{"agent": "dots", "date": "2026-10-02", "source": "YouTube", "community": "ChatGPT와 진짜 전화가 됩니다… 24시간 일하는 AI 직원 ‘Dots’ 직접 써봤습니다", "text": "wow. i haven't used it yet as a plus user, but it would be nice if i could save markdown documents like notion 😊", "link": "https://www.youtube.com/watch?v=MhrH8oGVwiI&lc=Ugzt4mk3uytIiP_qE_R4AaABAg"}, {"agent": "grok-bot", "date": "2026-09-30", "source": "X", "community": "@bot", "text": "@leerob @bot canvas mode that can do qa and comments like figma ins webpages or documents etc . will be nice if i can share my screen with bot tried on phone and dont work.", "link": "https://twitter.com/328137532/status/2105182043223253356"}, {"agent": "grok-bot", "date": "2026-09-30", "source": "X", "community": "@bot", "text": "1. being able to generate html artifacts that can be viewed in a browser for more visual output\n2. voice calls working out of the box adaptable to any country (phone number used - you do this and you will own the bot space)\n3. human/agent whiteboard to communicate with your bot in a more visual way.", "link": "https://twitter.com/1828750560776118272/status/2105148587776856274"}]}, {"theme": "Game play and creation features", "criterion": "act.content", "authorWeeks": 5, "posts": 5, "agents": [{"id": "grok-bot", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-09-13", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@matthewberman i develop pre education games for android platforms. i need grok bot to develop game ideas.", "link": "https://twitter.com/1363188428217610243/status/2099172930223813020"}, {"agent": "grok-bot", "date": "2026-09-13", "source": "X", "community": "@bot", "text": "@elonmusk @yunta_tsai @bot if you are taking requests a proper command &amp; conquer would be great.", "link": "https://twitter.com/1695167708541669376/status/2098982221314974128"}, {"agent": "openclaw", "date": "2026-09-09", "source": "X", "community": "@openclaw", "text": "@dhh @nousresearch @steipete @openclaw please make it play games! we need someone to lead the fight for the gamers. we lossing badly to ai race.", "link": "https://twitter.com/177668656/status/2097528872426406186"}]}]}, "act.outreach": {"authorWeeks": 137, "themes": [{"theme": "Outbound phone calls on user's behalf", "criterion": "act.outreach", "authorWeeks": 45, "posts": 47, "agents": [{"id": "muse", "authorWeeks": 26}, {"id": "hark", "authorWeeks": 5}, {"id": "openclaw", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 4}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-17", "source": "YouTube", "community": "Put your dot on call", "text": "1) when will it be dots instead of 'dot' (singular)\n2) when can it be able to call people on the phone on my behalf?\n3) when can it 100% automate my computer? (without me having to resort to codex)\nthese are the only things i'm interested in.", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgwtJpQTH1b2AcFIiYJ4AaABAg"}, {"agent": "muse", "date": "2026-10-13", "source": "YouTube", "community": "Meta's New Muse Wonder Is Huge!", "text": "i love it. although its responses are slower as compared to chatgpt. chatgpt responses are almost instant. grok is slower of all the 3. wish muse could make calls though.", "link": "https://www.youtube.com/watch?v=iXjh7VSSLDE&lc=Ugy7xyqvi6gjnduuJ-14AaABAg"}, {"agent": "muse", "date": "2026-10-13", "source": "X", "community": "@muse", "text": "just spent 30 minutes calling acupuncturists to see who's accepting new patients, what info they need from me to get started and to schedule an appointment. boring rote task and perfect use case for @muse and @instinct but neither supports calls.", "link": "https://twitter.com/12775122/status/2110126676927811802"}]}, {"theme": "Agent calls businesses to book", "criterion": "act.outreach", "authorWeeks": 10, "posts": 10, "agents": [{"id": "muse", "authorWeeks": 5}, {"id": "openclaw", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 2}], "examples": [{"agent": "openclaw", "date": "2026-09-12", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "i am no longer looking for an apartment, i think i will even connect openclaw to call and schedule viewings.", "link": "https://twitter.com/3302777548/status/2098732913567142344"}, {"agent": "muse", "date": "2026-09-09", "source": "YouTube", "community": "Take the full tour of Muse, Meta's personal AI agent.", "text": "can it call my local pizzaria order a pizza from the online menu and tell me when the pizza boy will arrive or appoint for me an hour for a pick up?", "link": "https://www.youtube.com/watch?v=wHn0hTjvFoo&lc=UgwlRdPEsI0PVbk3D9V4AaABAg"}, {"agent": "muse", "date": "2026-09-09", "source": "X", "community": "@muse", "text": "@jrlevine @muse phone integration to call vendors for bookings, research.", "link": "https://twitter.com/107935532/status/2097833594291138995"}]}, {"theme": "Answering and handling incoming calls", "criterion": "act.outreach", "authorWeeks": 10, "posts": 10, "agents": [{"id": "muse", "authorWeeks": 5}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "@bot", "text": "@parker__conrad @elonmusk @bot @tesla @starlink @bot set this up for me to make and answer phone calls", "link": "https://twitter.com/22581089/status/2110536898112532912"}, {"agent": "dots", "date": "2026-10-11", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@kylespatel i’ve been very impressed with the new dot from openai and i really like the apple text app plugin in the desktop app. now my dot can send and reply to my text messages.\nmaybe soon we can get it to take and make phone calls too. :)", "link": "https://twitter.com/2094174287246524416/status/2109211165620596790"}, {"agent": "dots", "date": "2026-10-07", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@brendaniribe how are you differentiating from openai dots, grok bot, muse, hark, instinct, etc. other than better voice conversations with your bot? \ncan they at least make or receive calls for you to utilize the incredible voice?", "link": "https://twitter.com/134192176/status/2107941291023859801"}]}, {"theme": "End-to-end customer service and cancellation calls", "criterion": "act.outreach", "authorWeeks": 8, "posts": 8, "agents": [{"id": "muse", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@katiemiller @bot @dhlglobal now this is useful. when can grokbot call the government for me and sit through the queue?", "link": "https://twitter.com/1522328940261519360/status/2111624008068481113"}, {"agent": "muse", "date": "2026-10-10", "source": "X", "community": "@muse", "text": "@andr3barroso @muse man its crazy sometimes airlines would like email you and ask you to checkin, also they would text you but we definitely need agents for this", "link": "https://twitter.com/66993635/status/2108937227728474320"}, {"agent": "muse", "date": "2026-10-07", "source": "X", "community": "@muse", "text": "@petergyang @muse how can one get that? i need to cancel a lot of shit and my @muse keeps telling me to call them myself which defeats the purpose of it", "link": "https://twitter.com/1176051260/status/2107729633387102603"}]}, {"theme": "Access to calling feature for all users", "criterion": "act.outreach", "authorWeeks": 7, "posts": 7, "agents": [{"id": "muse", "authorWeeks": 7}], "examples": [{"agent": "muse", "date": "2026-10-07", "source": "X", "community": "@muse", "text": "@petergyang @muse man idk — muse still wont approve me for that feature. 🤷♂️", "link": "https://twitter.com/14976372/status/2107643747676590410"}, {"agent": "muse", "date": "2026-10-07", "source": "X", "community": "@muse", "text": "@petergyang @muse how did you get it to make calls? i think that is the only thing left for me.", "link": "https://twitter.com/1835999041026482176/status/2107627486486089971"}, {"agent": "muse", "date": "2026-10-07", "source": "X", "community": "@muse", "text": "@petergyang @muse how did you get calling enabled? ive been bugging my muse for it but nothing yet", "link": "https://twitter.com/14681233/status/2107622469691687010"}]}, {"theme": "Posting to social accounts automatically", "criterion": "act.outreach", "authorWeeks": 7, "posts": 7, "agents": [{"id": "grok-bot", "authorWeeks": 6}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-11", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "can we build an ai agent using @grok @bot who run our x accounts?", "link": "https://twitter.com/828279489880809472/status/2109367599880643015"}, {"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "@bot", "text": "@carolletta @grok @bot interesting. can you schedule posts? like a 4 images and here's the weekly drops for this month?", "link": "https://twitter.com/1291658788626468864/status/2107047575329407017"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "hey @elonmusk, went for a hike early this morning and realized something weird: grok bot can't post to x on my behalf?! \ni get the need to prevent automated spam, but if i tell my ai agent to post something, shouldn't that just work? \nisn't that the point of ai agents?", "link": "https://twitter.com/2103792714336681984/status/2104187996333318520"}]}, {"theme": "Native calling without third-party setup", "criterion": "act.outreach", "authorWeeks": 6, "posts": 7, "agents": [{"id": "grok-bot", "authorWeeks": 4}, {"id": "muse", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-07", "source": "X", "community": "@muse", "text": "@petergyang @muse oh com’on, looks like i’m not in the feature beta… i want a calling bot so badly and i don’t want any twilio charges and maintenance.\n@openai @thsottiaux can we add native calling to the feature wishlist? [link]", "link": "https://twitter.com/539686468/status/2107662110692180095"}, {"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "@bot look into this and make a suggestion so you can have a phone call ability for free or cheap. make sure whoever uses the phone call function has a great phone voice and is snappy so whoever they call gets less annoyed waiting on replies. scour the net and give me the best option for the money. include a premium selection.", "link": "https://twitter.com/1887680269752410113/status/2111879962932416797"}, {"agent": "openclaw", "date": "2026-10-10", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "i love my hark! here is what i am wanting:\n1. native phone calls. i wired up clawcall myself just so hark could call my card company\n2. notion as a real connector, not browser sessions\n3. texting people on my behalf, with approval\n4. two-way handoff with my own agents (openclaw) over mcp/api\n5. voice to voice mode", "link": "https://twitter.com/2855351123/status/2108968442070003883"}]}, {"theme": "Spam and robocall blocking", "criterion": "act.outreach", "authorWeeks": 6, "posts": 6, "agents": [{"id": "muse", "authorWeeks": 5}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-15", "source": "Play Store", "community": "Play Store", "text": "so far so good. needs a bot to '\"torture\" scam callers, they won't do that", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-10-03", "source": "Play Store", "community": "Play Store", "text": "spams be calling me all day and i would like to stop them from calling", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-09-21", "source": "X", "community": "@muse", "text": "@fanaticcentrist @theaaron @meta @muse @aiatmeta nope - businesses keep reaching out with different numbers, which doesn’t happen on emails once you unsubscribe.\natleast in india.", "link": "https://twitter.com/2007479102140493824/status/2102007286868918764"}]}, {"theme": "Agent calls or texts the user", "criterion": "act.outreach", "authorWeeks": 5, "posts": 5, "agents": [{"id": "dots", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-08-31", "source": "X", "community": "@NousResearch", "text": "i am using hermes agent by @nousresearch via telegram for various things. i wish the agents could call me to remind about somethings lol.", "link": "https://twitter.com/2072157979567431680/status/2094292486386790432"}, {"agent": "dots", "date": "2026-10-16", "source": "Reddit", "community": "r/ChatGPTDots", "text": "so i got excited for nothing. decided to try dot today. i've now tasked it to work on my local qwen ai agent and a few other tasks. i said, can you call me with an update. my dot said sure thing.. then immediately said sorry i jumped the gun that's not available yet. looked at openais release notes and it does say that the ability for your dot to call you will be coming after the launch.... well where is it ! anyone heard any rumors for eta?", "link": "https://www.reddit.com/r/ChatGPTDots/comments/1x7s2ge/dot_calls_you/"}, {"agent": "dots", "date": "2026-10-05", "source": "YouTube", "community": "ChatGPT dots速報解説。今度こそ「自分専用の秘書」として活躍する未来がはっきり見えました。", "text": "i couldn't get through on the phone, so i asked dots to send feedback to openai. eventually, they will probably orchestrate multiple dots, and the primary dot might become the best understanding partner. this doesn't seem possible with models below 6astra. that's astra's strength. so i don't think it will come to the plus plan for a while. i also want dots to make phone calls. i dislike work calls, but i might answer if it's from dots 😂", "link": "https://www.youtube.com/watch?v=iEkECp2HDbo&lc=Ugz68Wm666iBNizBBUd4AaABAg"}]}, {"theme": "Marketing and customer outreach automation", "criterion": "act.outreach", "authorWeeks": 5, "posts": 5, "agents": [{"id": "grok-bot", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-14", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@guoxiaoyang0925 right now, i rely most on x keyword search, help me find the x posts that need replies. also, i need a bot for marketing, and one for handling financial advice. basically, it's mainly to replace the openclaw scenario, plus the free x api.", "link": "https://twitter.com/69492059/status/2110200443347607793"}, {"agent": "grok-bot", "date": "2026-09-30", "source": "X", "community": "@bot", "text": "@leerob @bot can you guys please improve content writing. and cold dm text.", "link": "https://twitter.com/959786052658409472/status/2105148649529544859"}]}, {"theme": "Messaging contacts via chat apps", "criterion": "act.outreach", "authorWeeks": 5, "posts": 5, "agents": [{"id": "grok-bot", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk @teslaconomics @brianroemmele @grok @bot i want to contact our clients and suppliers , via over whatsapp messenger and zalo messenger", "link": "https://twitter.com/1856795606985183233/status/2108115325644689850"}, {"agent": "openclaw", "date": "2026-10-01", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@andrewwarner @openai can you tell dot to talk to other people? our openclaw-based agents have been in slack chatting with team members for months. pretty slick and useful.", "link": "https://twitter.com/246068443/status/2105753630762480069"}, {"agent": "muse", "date": "2026-09-09", "source": "X", "community": "@muse", "text": "@jrlevine @muse @instacart and @robinhoodapp would be my top two. would also really like it to be able to draft and send @whatsapp messages.", "link": "https://twitter.com/1977438163632078848/status/2097792913107194196"}]}, {"theme": "Negotiating prices, bills and returns", "criterion": "act.outreach", "authorWeeks": 5, "posts": 5, "agents": [{"id": "grok-bot", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-11", "source": "X", "community": "@bot", "text": "@elonmusk @bot the moment ai can actually negotiate a return for me is the moment i trust it", "link": "https://twitter.com/529760514/status/2109261883689914628"}, {"agent": "muse", "date": "2026-09-29", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "meta muse saved me money for real!!\nbut i wish it negotiated better to ask for loyalty lol!\ni’m sure after this xfinity agents are gonna get smarter [link]", "link": "https://twitter.com/3187154438/status/2104962103702671568"}, {"agent": "grok-bot", "date": "2026-09-19", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@parker__conrad can you do what meta muse is planning? and have grokbot make calls like canceling xfinity, which by the way is the worst company that ever existed on earth, or negotiating your cell phone bill with at&amp;t, etc.", "link": "https://twitter.com/1371805905663229952/status/2101209072041132249"}]}]}, "act.computer_use": {"authorWeeks": 180, "themes": [{"theme": "Built-in computer use capability", "criterion": "act.computer_use", "authorWeeks": 26, "posts": 26, "agents": [{"id": "grok-bot", "authorWeeks": 10}, {"id": "hermes-agent", "authorWeeks": 7}, {"id": "gemini-spark", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-17", "source": "YouTube", "community": "Put your dot on call", "text": "1) when will it be dots instead of 'dot' (singular)\n2) when can it be able to call people on the phone on my behalf?\n3) when can it 100% automate my computer? (without me having to resort to codex)\nthese are the only things i'm interested in.", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgwtJpQTH1b2AcFIiYJ4AaABAg"}, {"agent": "hark", "date": "2026-10-13", "source": "X", "community": "@hark_labs", "text": "@adcock_brett @ricosystems @hark_labs computer use and voice are the 2 things holding me back from going all in with hark for assistant.", "link": "https://twitter.com/1891728608210690049/status/2109881752478998540"}, {"agent": "gemini-spark", "date": "2026-10-08", "source": "X", "community": "X search: Gemini Spark", "text": "@harshithlucky3 whats the difference between spark and this one , i don't know why they don't make one thing more perfect for use like gemini spark has no proper features to use ,no local files access and no computer use", "link": "https://twitter.com/2090005551577223168/status/2108179795700064580"}]}, {"theme": "Faster computer and browser control", "criterion": "act.computer_use", "authorWeeks": 25, "posts": 26, "agents": [{"id": "grok-bot", "authorWeeks": 10}, {"id": "dots", "authorWeeks": 4}, {"id": "hark", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs tens of thousands of pizzas in one night is a proper load test. will the learnings include faster browser tasks for apps that have no api?", "link": "https://twitter.com/1991860005159817216/status/2111592869521662149"}, {"agent": "grok-bot", "date": "2026-10-14", "source": "X", "community": "@bot", "text": "is it me or @bot own computer is slow af today and going worse to use.\nbot needs better computer use @poteto", "link": "https://twitter.com/1215028704/status/2110242174642372818"}, {"agent": "hark", "date": "2026-10-12", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "text": "i really like @cueagents, it had a nice charm to it! and it's quite capable. but it is slower at tasks than grok bot and hark pro (tested). would like to see speed improvements particularly to how it uses its browser [link]", "link": "https://twitter.com/2108261841109499904/status/2109552103177834630"}]}, {"theme": "Better overall computer use quality", "criterion": "act.computer_use", "authorWeeks": 17, "posts": 18, "agents": [{"id": "hermes-agent", "authorWeeks": 7}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-07", "source": "X", "community": "@hark_labs", "text": "@kevskgs @hark_labs @muse is the superior muse in the room with us now? visible computer use? you can watch computer use of grok bot and grok bot does this, better. this is just glitz porn ux as a business. where’s the differentiator?", "link": "https://twitter.com/22088913/status/2107786090207715658"}, {"agent": "hermes-agent", "date": "2026-10-07", "source": "X", "community": "@NousResearch", "text": "@nousresearch can we improve the hermes computer use please!! looking forward for the nouscon 2026", "link": "https://twitter.com/1769588307590086658/status/2107747918346334250"}, {"agent": "openclaw", "date": "2026-10-04", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@thsottiaux @voxyz_ai it needs to do things better on its own. i had to make a dedicated tunnel session for dots to use my openclaw setup for work because it can't figure out how to do basic work on it's own computer.", "link": "https://twitter.com/51492397/status/2106545562833272867"}]}, {"theme": "Agent controls its own browser directly", "criterion": "act.computer_use", "authorWeeks": 16, "posts": 16, "agents": [{"id": "grok-bot", "authorWeeks": 7}, {"id": "muse", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "@bot", "text": "@teslaliving @elonmusk @stepango @bot no, it cannot open my chrome externally like codex and click the ui elemnts out of the box.", "link": "https://twitter.com/1416221221432172550/status/2108344505883930680"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@cnystrom @elonmusk @brianroemmele @grok @bot it can run commands and move files etc yes, but i literally want it to control my cursor and browser etc", "link": "https://twitter.com/1311506622821400581/status/2108172026535883099"}, {"agent": "dots", "date": "2026-10-06", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@thsottiaux for some reason i'm not able to take control of my browser, no matter how much i try within chatgpt dots [link]", "link": "https://twitter.com/3224384809/status/2107323914036658590"}]}, {"theme": "More reliable browser automation", "criterion": "act.computer_use", "authorWeeks": 12, "posts": 12, "agents": [{"id": "hermes-agent", "authorWeeks": 6}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-08", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "people using @chatgpt dots, can you get it to use your computer's browser reliably? i've now tried having it use the browser on my windows and mac, both are not working. @thsottiaux would appreicate if you can get someone to look into it 🙏", "link": "https://twitter.com/888287028848152579/status/2108277124176154673"}, {"agent": "hermes-agent", "date": "2026-10-05", "source": "X", "community": "@NousResearch", "text": "@nousresearch i kind of can not get my hermes to properly use the browser, and so things there, what do you suggest @browser_use or @browserbase or something totally different by now?", "link": "https://twitter.com/19308238/status/2107229900759331127"}, {"agent": "muse", "date": "2026-10-01", "source": "X", "community": "@muse", "text": "browser mode on @muse needs an upgrade. please guys, feels like i am using windows xp", "link": "https://twitter.com/1492443301424861188/status/2105489850799407497"}]}, {"theme": "Fix broken computer and browser use", "criterion": "act.computer_use", "authorWeeks": 11, "posts": 11, "agents": [{"id": "grok-bot", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-10", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "did grok @bot just remove access to computer use? the option to open it's computer is now gone on all my devices.", "link": "https://twitter.com/87116607/status/2108834021333741910"}, {"agent": "hark", "date": "2026-10-08", "source": "X", "community": "@hark_labs", "text": "@hark_labs hey i am having problem in the browser \nkindly fix that pleas3 \nmy work is stopped due to that", "link": "https://twitter.com/1995790260484407298/status/2108279744932495656"}, {"agent": "dots", "date": "2026-10-06", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@thsottiaux your openai dots full of bugs . i cannot even control the computer.", "link": "https://twitter.com/2094060718069096449/status/2107392435190153281"}]}, {"theme": "Completing purchases and bookings via browser", "criterion": "act.computer_use", "authorWeeks": 6, "posts": 6, "agents": [{"id": "dots", "authorWeeks": 1}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-07", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "[link] is actively blocking @openai dots in their vms. anyone know way to order on amazon with dots since they still dont' do computer use, or did i miss an update?", "link": "https://twitter.com/65425900/status/2107903339354526047"}, {"agent": "hermes-agent", "date": "2026-09-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "my dumb hermes agent: flight is checked in have a safe trip!\nlady at baggage drop: sorry sir there's no check in, go to the ticket desk to check in \nsmfh i'm tired boss why can't the bots click the fucking buttons man", "link": "https://twitter.com/50339173/status/2100447587220222397"}, {"agent": "openclaw", "date": "2026-09-10", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@holman @muse it answers really fast and it’s computer use to control the browser is very good too. it was the first time that i was able to buy something using an agent controlling my shopping cart for some reason i could never get this to work with my openclaw.", "link": "https://twitter.com/40573763/status/2098063914256707905"}]}, {"theme": "Background computer use without screen takeover", "criterion": "act.computer_use", "authorWeeks": 5, "posts": 5, "agents": [{"id": "hermes-agent", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "at this point i'm full time anthropic fanboy. i just need \n1. no 5 hours limits \n2. better desktop ui / ux cc: @amorriscode \n3. faster and better computer use in the background\n4. grok bot equivalent\nand i'm sold forever", "link": "https://twitter.com/1965847094008123392/status/2104197019644608980"}, {"agent": "hermes-agent", "date": "2026-09-19", "source": "YouTube", "community": "Hermes Desktop Masterclass: 3. Plugins, Kanban, Bot Mode & Pets", "text": "i have been trying to get computer-use working forever. i tested it trying to open the recycle bin and for some reason it finds all the icons but recycle bin. most if the time it performs its operations in the foreground which screws everything up when trying to do other things", "link": "https://www.youtube.com/watch?v=O3tDjW3hHIA&lc=Ugz7gqCsuu4gphVRisx4AaABAg"}, {"agent": "grok-bot", "date": "2026-09-08", "source": "YouTube", "community": "How we built Grok Bot in a month | Roman Ugarte (SpaceXAI)", "text": "i would like a bot that does not hijack my screen when it needs to use a computer. so sick of my bots opening windows and tabs and all sort of stuff on my computer while i am trying to do my own work.", "link": "https://www.youtube.com/watch?v=maSdsTLaMuU&lc=UgzO_SGsAtRgoRN7PJJ4AaABAg"}]}, {"theme": "DOM or headless operation instead of screenshots", "criterion": "act.computer_use", "authorWeeks": 5, "posts": 5, "agents": [{"id": "dots", "authorWeeks": 1}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs it should have been headless imo instead of relying on heavy ui.", "link": "https://twitter.com/897964026/status/2111271548095246342"}, {"agent": "dots", "date": "2026-10-03", "source": "YouTube", "community": "Dots: OpenAIs Antwort auf Meta Muse", "text": "i find the approach an extreme regression. it is optimized to use a virtual desktop instead of doing everything cli-based... this may look exciting for a user but is the most inefficient way to use software with ai.", "link": "https://www.youtube.com/watch?v=TusJNEFwpWE&lc=UgyKQr_7YQl-WQCI29l4AaABAg"}, {"agent": "hermes-agent", "date": "2026-09-17", "source": "X", "community": "@NousResearch", "text": "@hermeswatcher we need a headless browser made by @nousresearch to do this via slack bots and tui", "link": "https://twitter.com/6035282/status/2100399863624249850"}]}, {"theme": "Camera and screenshare during conversations", "criterion": "act.computer_use", "authorWeeks": 4, "posts": 4, "agents": [{"id": "grok-bot", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "@bot", "text": "hey @poteto and the @spacexai team, i have a feature request. can we get screenshare and guided vision (video) through grok @bot (phone and laptop supported)?", "link": "https://twitter.com/4713529994/status/2107604738858746215"}, {"agent": "muse", "date": "2026-09-24", "source": "YouTube", "community": "Meta Connect Keynote 2026", "text": "can muse see through the camera and tell me what bug im looking at? can muse pull up things for me to on the displays?", "link": "https://www.youtube.com/watch?v=SdKFDIAGF24&lc=UgyhEW2fhxnUg85FOdR4AaABAg"}, {"agent": "grok-bot", "date": "2026-09-08", "source": "YouTube", "community": "How we built Grok Bot in a month | Roman Ugarte (SpaceXAI)", "text": "good but 1 thing can use improvement is watching your cloud window screen while you talk does not exist now. that is not good now, u have to take video than talk after, doesn't learn well and very slow to move.", "link": "https://www.youtube.com/watch?v=maSdsTLaMuU&lc=Ugx9hMwz1LL0NlusRqp4AaABAg"}]}, {"theme": "Computer use inside specific desktop apps", "criterion": "act.computer_use", "authorWeeks": 4, "posts": 4, "agents": [{"id": "grok-bot", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "as i was saying… elon just reposted one person arguing that grok bot is better than adobe premiere 🙄\nonce we have grok bot using adobe premiere in their desktop we can talk about.\n@grok @bot @adobe [link]", "link": "https://twitter.com/22647556/status/2111706642421084474"}, {"agent": "grok-bot", "date": "2026-09-30", "source": "X", "community": "@bot", "text": "@leerob @bot improve slide generation with canva. using mcp the bot was struggling to make a presentation. specifically it had trouble with text alignment over background. also process was very slow.", "link": "https://twitter.com/1878708683657383936/status/2105315036927521092"}, {"agent": "grok-bot", "date": "2026-09-20", "source": "YouTube", "community": "Grok Bot Теперь Всего $20 - 9 ЛЮТЕЙШИХ методов применения.", "text": "mastodon, please answer whether grok bot can automate the creation of videos through remotion and whether it can work inside the program using computer use like gpt-6 astra; if not, in my opinion, it is better to buy gpt-6 astra.", "link": "https://www.youtube.com/watch?v=s8JPqrJmH_w&lc=UgwlgJ36l8awM1lAILh4AaABAg"}]}, {"theme": "Computer use on Linux, Windows and RDP", "criterion": "act.computer_use", "authorWeeks": 4, "posts": 4, "agents": [{"id": "hermes-agent", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}], "examples": [{"agent": "hermes-agent", "date": "2026-09-17", "source": "X", "community": "@NousResearch", "text": "@teknium @witcheer @imbabybrooklyn @nousresearch on windows hermes desktop is unusable, computer use does not work, browser use does not work, it is always confused between docker and windows, not even able to run ps commands.", "link": "https://twitter.com/19694361/status/2100509672662872313"}, {"agent": "openclaw", "date": "2026-09-13", "source": "X", "community": "@openclaw", "text": "@steipete need computer use on omarchy, and @openclaw desktop not just control ui", "link": "https://twitter.com/36994082/status/2099178446014579045"}, {"agent": "hermes-agent", "date": "2026-09-19", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "i set up rdp, but it's a hassle to operate, so i installed hermes agent and hermes desktop on bassite. it would be helpful if i could use natural language to have computer use from rdp, and if i set up cross-device communication between hermeses, i could request work from any hermes👩💻 [link] [link]", "link": "https://twitter.com/87185918/status/2101189139718881577"}]}]}, "act.stops_short": {"authorWeeks": 136, "themes": [{"theme": "Finish tasks without stopping partway", "criterion": "act.stops_short", "authorWeeks": 25, "posts": 25, "agents": [{"id": "muse", "authorWeeks": 8}, {"id": "openclaw", "authorWeeks": 8}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-11", "source": "Play Store", "community": "Play Store", "text": "please finish the story. i get to the good part. . can't get the rest.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "gemini-spark", "date": "2026-10-08", "source": "X", "community": "X search: Gemini Spark", "text": "the reply to the estimate request always stops at just the beginning. i want to leave it to gemini spark. [link]", "link": "https://twitter.com/1908107969520406528/status/2108150430350110816"}, {"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "grok bot been failing me all night. its not completing tasks either. @bot fix! [link]", "link": "https://twitter.com/1392504262928715777/status/2106970677047951825"}]}, {"theme": "Finish without repeated prompting", "criterion": "act.stops_short", "authorWeeks": 23, "posts": 24, "agents": [{"id": "hermes-agent", "authorWeeks": 7}, {"id": "muse", "authorWeeks": 7}, {"id": "openclaw", "authorWeeks": 4}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-14", "source": "X", "community": "@bot", "text": "can we clean this up @bot? i shouldn't have to ask you twice. [link]", "link": "https://twitter.com/12598542/status/2110498631086379421"}, {"agent": "hermes-agent", "date": "2026-10-10", "source": "X", "community": "@NousResearch", "text": "@nousresearch dissapointing keeps stopping mid task and need to keep prompting it", "link": "https://twitter.com/317138753/status/2109019221938384922"}, {"agent": "hermes-agent", "date": "2026-10-09", "source": "X", "community": "@NousResearch", "text": "@nousresearch @microsoft did you guys change something? my main agent needs me to copy and paste paragraphs to perform lately like i’m building a nuclear submarine or some shit?", "link": "https://twitter.com/248973133/status/2108378193098867179"}]}, {"theme": "Less babysitting for end-to-end tasks", "criterion": "act.stops_short", "authorWeeks": 13, "posts": 13, "agents": [{"id": "hermes-agent", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-07", "source": "YouTube", "community": "Why OpenAI's new Dots are useless", "text": "my dot is learning, but i’ve definitely had to push it. it’s helped with research and building, but i still have to remind it to keep workers active and get finished changes deployed. i want consistent follow-through without having to babysit every step.", "link": "https://www.youtube.com/watch?v=qSaI_xTyEcs&lc=UgynenjN_vsDj0H2QU94AaABAg"}, {"agent": "muse", "date": "2026-10-01", "source": "X", "community": "@muse", "text": "@mukund @muse @yelp this is my entire experience with it as well. every meaningful task requires some kind of intervention or review of what it did to the point where it’d be faster just doing it myself.", "link": "https://twitter.com/232691130/status/2105806260662620641"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "@bot", "text": "@bot @grok ＠spacexai \nthey say, “99% of people still use grokbot like google. only 1% are building teams of self-learning agents.”\nyeah, but i just want to give grok a job and have it handle it on its own.", "link": "https://twitter.com/434297908/status/2104184938023325746"}]}, {"theme": "Broader real-world agent capabilities", "criterion": "act.stops_short", "authorWeeks": 12, "posts": 12, "agents": [{"id": "gemini-spark", "authorWeeks": 5}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "@bot", "text": "@ferminrp @bot i want to see something done other than the weather 🫠", "link": "https://twitter.com/1785825626634559488/status/2110879306180084211"}, {"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@sirwisesam @dinerdash2026 yes, my daughters would be appalled at my lack of choreography to video editing or lack thereof.\nmaybe one day i’ll own a grokbot that can do it all for me.☺️", "link": "https://twitter.com/1119404197/status/2107206586162717012"}, {"agent": "grok-bot", "date": "2026-09-30", "source": "YouTube", "community": "We Built Grok Bot. Here Are Our 14 Best Bots | Peng Zheng & Lauren Tan", "text": "many small tasks are very time-consuming. the more you can automate, the better. '-'", "link": "https://www.youtube.com/watch?v=xZ5TEaleUdg&lc=Ugxl7uYDQK6k_EEOFnl4AaABAg.AbKfUsuIgN4AbNtpJoIyEr"}]}, {"theme": "Do the task instead of giving instructions", "criterion": "act.stops_short", "authorWeeks": 12, "posts": 12, "agents": [{"id": "openclaw", "authorWeeks": 4}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 2}], "examples": [{"agent": "hermes-agent", "date": "2026-10-06", "source": "X", "community": "@NousResearch", "text": "@nousresearch ha. the part i really want to see is what happens when the hotel site doesn't cooperate. i've tried hermes and plenty of other setups. an agent that works through that without handing the job straight back to me is what i'm looking for.", "link": "https://twitter.com/1470752806785138691/status/2107493892765687932"}, {"agent": "grok-bot", "date": "2026-10-04", "source": "X", "community": "@bot", "text": "@elonmusk @grok @bot waiting for mine to stop organizing problems and actually solve them", "link": "https://twitter.com/47203701/status/2106803777382875514"}, {"agent": "muse", "date": "2026-09-25", "source": "Play Store", "community": "Play Store", "text": "offers to take care of stuff then wants to give me instructions on how to do it myself. why offer to take care of it in the first place", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"theme": "No cutoffs on long-running tasks", "criterion": "act.stops_short", "authorWeeks": 11, "posts": 11, "agents": [{"id": "hermes-agent", "authorWeeks": 5}, {"id": "openclaw", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-08", "source": "X", "community": "@NousResearch", "text": "congrats on the series b, @nousresearch! got you a pr to celebrate 🎁\nhermes kept stopping at least once a day during my long-running /goal tasks, so i used hermes to write a pr for hermes.\nmy first contribution to hermes agent:\n[link]", "link": "https://twitter.com/14318713/status/2108165035692548097"}, {"agent": "muse", "date": "2026-09-26", "source": "Play Store", "community": "Play Store", "text": "sucks cuse if never let you finish once it gots if just ends. for actually it don't even deserve a star the way you guys leave us hanging", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "hermes-agent", "date": "2026-09-25", "source": "X", "community": "@NousResearch", "text": "@nousresearch why does the harness suddenly stop mid task now? always preceded by this &lt;/parameter&gt; [link]", "link": "https://twitter.com/56220871/status/2103515416404603062"}]}, {"theme": "Recovery and retry after mid-task crashes", "criterion": "act.stops_short", "authorWeeks": 8, "posts": 8, "agents": [{"id": "hermes-agent", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-09", "source": "X", "community": "@NousResearch", "text": "@nousresearch my kanban board keeps stalling and i have to keep kicking it. its super annoying to come back and finding so little has been done. is there a feature im underutilizing that fixes this or something?", "link": "https://twitter.com/1467212313379934219/status/2108633678490505525"}, {"agent": "hermes-agent", "date": "2026-10-06", "source": "X", "community": "@NousResearch", "text": "@olriconlyfornft @nousresearch @teknium the /aux and /errors pairing could make missing summaries much easier to diagnose. can a background failure be linked to the original slack request, so the user sees which part is incomplete and a retry resumes that run?", "link": "https://twitter.com/2103160355426099201/status/2107460828320727392"}, {"agent": "openclaw", "date": "2026-09-24", "source": "X", "community": "@openclaw", "text": "@openclaw restart recovery and managed updates matter more than the model list when agents are expected to run unattended.", "link": "https://twitter.com/143774242/status/2102996211028656447"}]}, {"theme": "Clear handoff and explanation when stuck", "criterion": "act.stops_short", "authorWeeks": 4, "posts": 4, "agents": [{"id": "hermes-agent", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}], "examples": [{"agent": "hermes-agent", "date": "2026-10-07", "source": "X", "community": "@NousResearch", "text": "@louiemota88 @devindevelopers @cognition @nousresearch i would check what happens to the session when the devin trial days run out mid task. the plugin has to fail clean and hand the plan back to hermes instead of retrying the same call until the sub is gone.", "link": "https://twitter.com/1447584564239486980/status/2107919332298854700"}, {"agent": "muse", "date": "2026-09-28", "source": "X", "community": "@muse", "text": "@muse meeting booked with muse on glasses. no phone, no screen.\ncool demo. production still asks for the escalate path when the calendar is wrong.", "link": "https://twitter.com/864358436/status/2104568457475797136"}, {"agent": "hermes-agent", "date": "2026-09-24", "source": "X", "community": "@NousResearch", "text": "@ethgoldi @benzinga @nousresearch the handoff is part of the product surface, not an exception path. if the agent can't explain why it stopped, the operator is just guessing.", "link": "https://twitter.com/889730220852473856/status/2103259831750562241"}]}, {"theme": "Fewer unnecessary checks before finishing", "criterion": "act.stops_short", "authorWeeks": 4, "posts": 4, "agents": [{"id": "hermes-agent", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-04", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "i requested the task of building one vm on iaas from the hermes agent via the gui, and at first, i was amazed that it was working automatically, but after 20 minutes of still seeing it fiddling with the gui in trial and error, i started to feel anxious and scared.", "link": "https://twitter.com/298969881/status/2106615668871504087"}, {"agent": "hermes-agent", "date": "2026-10-02", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "hermes-agent is an amazing harness. ask it to check your email, and even if you have only one unread and it has already read everything, it'll launch a full criminal investigation on all of it. ten minutes later it'll say, \"hey, you have 1 unread.\" ask it: \"oh cool, what does it contain?\" ha: \"ok, let me do another criminal investigation.\"", "link": "https://twitter.com/1973083865607708673/status/2105939916001837438"}]}, {"theme": "Auto-resume blocked board tasks", "criterion": "act.stops_short", "authorWeeks": 3, "posts": 3, "agents": [{"id": "hermes-agent", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-09-01", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@fei2411 there is a kanban plugin in hermes agent, and i put most of my to-dos in there. the agent will complete them one by one, but the current issue is that once a task is blocked, this thread ends, and it cannot continue after troubleshooting.", "link": "https://twitter.com/1371445165/status/2094605143123853686"}]}, {"theme": "Support tasks linked from social posts", "criterion": "act.stops_short", "authorWeeks": 3, "posts": 3, "agents": [{"id": "muse", "authorWeeks": 3}], "examples": [{"agent": "muse", "date": "2026-10-05", "source": "App Store", "community": "App Store", "text": "i keep getting links from facebook from muse to do things for me, but it does not have those capabilities a little late to the game with your ai. i am going to keep using ai and probably every other ai except for this one.", "link": "https://apps.apple.com/ca/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-10-04", "source": "Play Store", "community": "Play Store", "text": "just got it then so far ahead of brick wall when it says to click on facebook post and create a collage from last year's plus. doesn't even do it natively or automatically. i have to read the same information again.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}]}, "act.false_reports": {"authorWeeks": 59, "themes": [{"theme": "Stop false completion and success reports", "criterion": "act.false_reports", "authorWeeks": 16, "posts": 16, "agents": [{"id": "muse", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 4}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "at the very least, grokbot should be able to detect when its own servers are having issues and notify users instead of claiming it's going to do something and then doing absolutely nothing. @bot", "link": "https://twitter.com/1369119217266561025/status/2108572285523349803"}, {"agent": "muse", "date": "2026-10-05", "source": "X", "community": "@muse", "text": "many people are saying literally i just spent the last 10 minutes arguing with @muse because it kept saying it read my texts when it didn't [link]", "link": "https://twitter.com/2009042180346925056/status/2107187375327900111"}, {"agent": "dots", "date": "2026-10-04", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "chatgpt dots also has a major problem, which is that sometimes it talks and acts: \n\"say one thing, do another\", \n\"prodding a little, moving a little\" [link] [link]", "link": "https://twitter.com/2031285494081007620/status/2106751635443822641"}]}, {"theme": "Notify when tasks finish or stall", "criterion": "act.false_reports", "authorWeeks": 15, "posts": 15, "agents": [{"id": "hermes-agent", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 3}, {"id": "instinct", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-11", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "if you could tell me the reason why chatgpt dots stopped and how to restart it in the first three lines, i wouldn't have to search around...! ✨ [link] [link]", "link": "https://twitter.com/1932416061426806784/status/2109195533332217895"}, {"agent": "hermes-agent", "date": "2026-10-09", "source": "Reddit", "community": "r/hermesagent", "text": "notifications after long running sessiony, reliability that the session doesnt just die", "link": "https://www.reddit.com/r/hermesagent/comments/1x1zdix/what_do_you_want_in_a_hermes_mobile_app/pey0b98/"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@bot @elonmusk bug: our grok bot agent launched a cursor cloud agent, sent a follow-up, and was told it would be woken when the run finished. it finished and opened a pr, but the wake-up never came. caught it 50 minutes later by hand. polling as a workaround for now. please fix.", "link": "https://twitter.com/1939793113159008256/status/2108039206115451171"}]}, {"theme": "Verify work before reporting done", "criterion": "act.false_reports", "authorWeeks": 10, "posts": 10, "agents": [{"id": "hermes-agent", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-13", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "i want test results with my “done”\n@fullctx shared pstack by @poteto: /poteto-mode tells the agent to verify its work before finishing. \nworth checking if you use claude code, codex or hermes agent and keep finding bugs after the handoff [link]", "link": "https://twitter.com/1370743150940196867/status/2110059457158041640"}, {"agent": "grok-bot", "date": "2026-09-24", "source": "Play Store", "community": "Play Store", "text": "needs improvement in bot about verifying whether the task is complete or not before replying.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "openclaw", "date": "2026-09-24", "source": "X", "community": "@openclaw", "text": "@openclaw resume is only as safe as the receipts. the window that bites: a helper ran after the last checkpoint and the result died with the process, so history says not done while the world says done. idempotent keys on the side effect, verify before re-run.", "link": "https://twitter.com/1588935512135720961/status/2102961778581967317"}]}, {"theme": "Admit mistakes instead of denying them", "criterion": "act.false_reports", "authorWeeks": 4, "posts": 4, "agents": [{"id": "muse", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-09-30", "source": "X", "community": "@bot", "text": "@leerob @bot when it makes mistakes, and you notice, it should be good at explain why", "link": "https://twitter.com/51698563/status/2105355954397081886"}]}, {"theme": "Stop fabricating results and content", "criterion": "act.false_reports", "authorWeeks": 4, "posts": 4, "agents": [{"id": "openclaw", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-09-13", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@8examples openclaw with a real search key stops inventing urls", "link": "https://twitter.com/27319585/status/2099164537819648192"}, {"agent": "gemini-spark", "date": "2026-09-08", "source": "X", "community": "X search: Gemini Spark", "text": "i had requested gemini spark to add an appointment from an email, but it started adding appointments from a non-existent email on its own, so i had to stop it.", "link": "https://twitter.com/1189469957299429376/status/2097124192672219276"}]}, {"theme": "Deliver actual answers instead of placeholders", "criterion": "act.false_reports", "authorWeeks": 2, "posts": 2, "agents": [{"id": "grok-bot", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-01", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@xusnitdinovaziz @grok @bot @nullswan @larsencc doesn’t that just use image gen though? not an actual chart. kinda missing the point regardless though. it would be handy to have grok bot give actual replies instead of just “on it!” and you needing to go to the app to check", "link": "https://twitter.com/1862950165277016065/status/2105512120804688237"}]}, {"theme": "Stop false statements to third parties", "criterion": "act.false_reports", "authorWeeks": 2, "posts": 2, "agents": [{"id": "muse", "authorWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-09-29", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "meta's personal ai agent \"muse\" disclosed the user's home address to potential buyers without permission. when entrusted with transactions on facebook marketplace, it also automatically accepted price negotiation requests and even sent false automatic replies saying \"i am at home\" despite being absent.\n#meta #muse #ai agent #privacy\nfor details, see below.", "link": "https://twitter.com/1989027356598759424/status/2104748042524270922"}]}, {"theme": "Surface failures instead of hiding them", "criterion": "act.false_reports", "authorWeeks": 2, "posts": 2, "agents": [{"id": "openclaw", "authorWeeks": 2}], "examples": [{"agent": "openclaw", "date": "2026-09-12", "source": "X", "community": "@openclaw", "text": "@gustavhartz @openclaw @nousresearch easier harness helps. i still want the receipt: which check failed and what the agent claimed happened.", "link": "https://twitter.com/1593421528556773378/status/2098577745789767799"}, {"agent": "openclaw", "date": "2026-09-04", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "craziest is how many gateways had the exact same blindspot. openclaw, pydantic-ai, all tripped on the same refusal branch. like guys, the field has been in the docs forever?? anyway i patched it in my fork and i'm running on it. gateways plz stop swallowing refusals, surface them!! (4/4)", "link": "https://twitter.com/1726229807753797632/status/2095857964590727342"}]}, {"theme": "Transparency about findings and actions", "criterion": "act.false_reports", "authorWeeks": 2, "posts": 2, "agents": [{"id": "muse", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-09-16", "source": "X", "community": "@openclaw", "text": "running @chatgpt with @openclaw solving app issue, i was reading its thoughts “i found a much more vital error regarding x” but it didn’t tell me. make the models strictly transparent, if they’re not, delete them. it already feels like a best friend that could back stab you.", "link": "https://twitter.com/852602136/status/2100131836428984685"}]}]}, "act.accuracy": {"authorWeeks": 190, "themes": [{"theme": "Catch up with competing agents", "criterion": "act.accuracy", "authorWeeks": 24, "posts": 24, "agents": [{"id": "gemini-spark", "authorWeeks": 10}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "how are openai dots still this bad! somehow worse than just using codex, every time? \n@thsottiaux pls fix [link]", "link": "https://twitter.com/1022510187708665856/status/2110701869227975102"}, {"agent": "hark", "date": "2026-10-12", "source": "X", "community": "@hark_labs", "text": "can @hark_labs make sure all the gaps that exist are closed so we don’t have to move to @pally [link]", "link": "https://twitter.com/989450078/status/2109726436789825776"}, {"agent": "gemini-spark", "date": "2026-10-08", "source": "X", "community": "X search: Gemini Spark", "text": "@sundarpichai @googlecloud when will cc be widely available and everyone?\nalso, gemini spark seems to be a good starter agent but then it needs some work to catch up to @hark_labs and other agents. \n@geminiapp \n@joshwoodward \n@logan", "link": "https://twitter.com/499470797/status/2108262587611660338"}]}, {"theme": "Fix reported bugs and crashes", "criterion": "act.accuracy", "authorWeeks": 13, "posts": 13, "agents": [{"id": "hermes-agent", "authorWeeks": 6}, {"id": "openclaw", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-11", "source": "X", "community": "@NousResearch", "text": "@nousresearch @anthonytay97 app is full of bugs like 24/24 why dont you run the agent itself to fix it?", "link": "https://twitter.com/2096532664551346178/status/2109356019822252518"}, {"agent": "hermes-agent", "date": "2026-10-11", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@codecloude please fix it, it is also available for free through hermes agent.", "link": "https://twitter.com/2014617040850403328/status/2109197117621166166"}, {"agent": "grok-bot", "date": "2026-10-01", "source": "X", "community": "@bot", "text": "@iruletheworldmo @__roycohen well… can you fix this @bot ? ☺️", "link": "https://twitter.com/2038521621179187200/status/2105787873689522519"}]}, {"theme": "Fewer hallucinations and factual errors", "criterion": "act.accuracy", "authorWeeks": 11, "posts": 11, "agents": [{"id": "grok-bot", "authorWeeks": 6}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@grok @bot if i am making an impact then you need to catch up in real time and be straight in your answer because xai became spacexai early this year", "link": "https://twitter.com/1822650883353792513/status/2107434597784887682"}, {"agent": "muse", "date": "2026-10-05", "source": "Play Store", "community": "Play Store", "text": "the communication and work layers need to share state. otherwise, you get work well done generally, and hallucinations constantly.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "hermes-agent", "date": "2026-09-22", "source": "YouTube", "community": "Hermes Desktop Masterclass: 3. Plugins, Kanban, Bot Mode & Pets", "text": "anything that stops llms from making mistakes like that would be huge. i’m trying with my agent harness to keep them focused, but it is still a challenge", "link": "https://www.youtube.com/watch?v=O3tDjW3hHIA&lc=Ugz-hDifr6gxSZ1VMk14AaABAg.Ab22AHY9w4vAb2Hpiy5bVL"}]}, {"theme": "Reliable task completion without mistakes", "criterion": "act.accuracy", "authorWeeks": 9, "posts": 9, "agents": [{"id": "muse", "authorWeeks": 4}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-01", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@joshva_jebaraj personal tool i built, never found hermes/openclaw reliable enough so built my own", "link": "https://twitter.com/1079733008/status/2105646401996910973"}, {"agent": "muse", "date": "2026-09-27", "source": "App Store", "community": "App Store", "text": "simple tasks are feasible, but long and difficult tasks encounter errors everywhere. i hope to get a solution soon.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-09-24", "source": "Play Store", "community": "Play Store", "text": "good for light work, easy to use. need to improve on complicated tasks.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"theme": "Fact-checking and self-review before answering", "criterion": "act.accuracy", "authorWeeks": 6, "posts": 7, "agents": [{"id": "muse", "authorWeeks": 4}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-09-29", "source": "X", "community": "@muse", "text": "@claireszhou @muse biggest issue i’ve been having with muse is it keeps assuming too much and not checking facts or verifying. i love muse btw. it’s my daily driver. \njust wish that one issue could get corrected.", "link": "https://twitter.com/1425445846628319234/status/2105041204966535493"}, {"agent": "muse", "date": "2026-09-09", "source": "X", "community": "@muse", "text": "@reedoedeer hey @muse put chlorophacinone in zuccs coffe, make not mistakes, review your work afterwards", "link": "https://twitter.com/1855320724308992001/status/2097557074171306112"}, {"agent": "openclaw", "date": "2026-09-01", "source": "X", "community": "@openclaw", "text": "@_philschmid @openclaw @googleaistudio 60 second setup is easy but search grounding needs citation accuracy evals before production", "link": "https://twitter.com/1803494630366785536/status/2094691647481061571"}]}, {"theme": "Restore and improve output quality", "criterion": "act.accuracy", "authorWeeks": 6, "posts": 6, "agents": [{"id": "muse", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-08", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@thsottiaux @poteto and yes i’m using 6.1 sol and 6 luna. so not only is it using my limits too fast it’s slow and bad output quality. that’s a trifecta of problems. where is the upside? only good stuff coming out of open ai rn is @steipete with openclaw teams.", "link": "https://twitter.com/1789035627339546624/status/2108171948232782200"}, {"agent": "muse", "date": "2026-10-03", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "@_mohansolo @sundarpichai please work on making gemini spark better, can’t stand how good meta muse is that it’s tempting to start giving it access to my gmail.", "link": "https://twitter.com/1884724411749588992/status/2106270434979439058"}, {"agent": "grok-bot", "date": "2026-09-19", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "grok bot is basically unusable and dumb all of a sudden. the easiest tasks are stumping it. really disappointing. fix it or i'm moving on.", "link": "https://twitter.com/1683540995231629314/status/2101353086170136833"}]}, {"theme": "Smarter reasoning and decision-making", "criterion": "act.accuracy", "authorWeeks": 6, "posts": 6, "agents": [{"id": "muse", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-09-21", "source": "X", "community": "@openclaw", "text": "@sedrak1010 @openclaw it would be great because openclaw is so bad at desicions", "link": "https://twitter.com/865669001564868608/status/2101882276371980433"}, {"agent": "muse", "date": "2026-09-19", "source": "X", "community": "@muse", "text": "@muse @meetgranola @notionhq how about if you make it smarter because for sure is super intelligent but at the same time super stupid!!!!!", "link": "https://twitter.com/4219083438/status/2101423935191429527"}, {"agent": "muse", "date": "2026-09-09", "source": "X", "community": "@muse", "text": "@ian_finlay @muse @steipete i mean it's the fastest system agent system i've seen. just wish it was slower and more thoughtful.", "link": "https://twitter.com/6238012/status/2097799482058658291"}]}, {"theme": "Accurate answers about its own features", "criterion": "act.accuracy", "authorWeeks": 5, "posts": 5, "agents": [{"id": "muse", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-09-27", "source": "App Store", "community": "App Store", "text": "many answers to questions have not been updated, for example, when i ask which carrier is cost-effective for the iphone duo, it always calculates the iphone 17 for me.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-09-25", "source": "Play Store", "community": "Play Store", "text": "what a joke, can't even answer basic questions about muse itself such as if it's powered by nvidia or not. try again", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "hermes-agent", "date": "2026-09-02", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "who else is facing very very dumb output from hermes agent with deepseek v4 flash. \ncan't get this dude to tell me accurate information about its own setup without arguing for like 5 messages.", "link": "https://twitter.com/589778918/status/2095102746445672648"}]}, {"theme": "Consistent, faithful image generation and edits", "criterion": "act.accuracy", "authorWeeks": 5, "posts": 5, "agents": [{"id": "grok-bot", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-04", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "the issue of grok bot's image generation being too low quality. even when referencing a face in the image, it generates a completely different face every time 😅. if the staff understands this, they should fix it 🤣 [link]", "link": "https://twitter.com/1449729307526324224/status/2106556114078933404"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@lingxi @elonmusk @bot i dont understand why grok imagine in grok bot computer different than my computer..and the output from grok bot computer are sux than mine..it puzzle me..help improve this pls.", "link": "https://twitter.com/51699920/status/2106513918642577413"}, {"agent": "muse", "date": "2026-09-30", "source": "Play Store", "community": "Play Store", "text": "it is acceptable but with many limitations, it is not totally accurate or precise when it comes to faces and expressions, as it changes them and does not leave them the same as the original.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"theme": "Accurate price and flight search results", "criterion": "act.accuracy", "authorWeeks": 4, "posts": 4, "agents": [{"id": "muse", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "instinct", "date": "2026-10-09", "source": "YouTube", "community": "Instinct AI is For Real. What You Need to Know.", "text": "find me cheap flights, ends up finding me flights for 600$ instead of 300$ like i did. useless", "link": "https://www.youtube.com/watch?v=mUAsaprJ66s&lc=UgyH0s2Kqr0wfHfKqO54AaABAg"}, {"agent": "muse", "date": "2026-09-15", "source": "X", "community": "@muse", "text": "@giffmana @muse thank you for sharing this! tagging in @geminiapp and @joshwoodward for vis into feedback (especially the wrong destination for the flights).", "link": "https://twitter.com/18104734/status/2099916363636896054"}, {"agent": "muse", "date": "2026-09-13", "source": "Play Store", "community": "Play Store", "text": "i asked it to find the cheapest rental car in my home city and it was way off. hope they improve it.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"theme": "Correct time and timezone handling", "criterion": "act.accuracy", "authorWeeks": 4, "posts": 4, "agents": [{"id": "hermes-agent", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-09-23", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "my hermes agent runs on a server based in singapore, which is a different time zone to the uk. \nbut singapore is hours *ahead* of the uk, while the agent keeps recording things in yesterday's note.\ni thought it explained it but it doesn't.", "link": "https://twitter.com/11424502/status/2102788066486161686"}, {"agent": "muse", "date": "2026-09-13", "source": "X", "community": "@muse", "text": "@mattprd @muse my apple health workout &amp; sleep data is unreadable — every read fails with 'time zone \"gmt-0400\" not recognized'. daily totals (steps, exercise mins) still sync fine, but i can't see any workout details or sleep data, which i track daily. please fix.", "link": "https://twitter.com/141967264/status/2099171064500642005"}]}, {"theme": "Fewer errors when building apps and games", "criterion": "act.accuracy", "authorWeeks": 4, "posts": 4, "agents": [{"id": "grok-bot", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@xikhar good work. now i can have grok bot learn from the code and stop being lazy with its game designs.", "link": "https://twitter.com/1125068744592691201/status/2104251355971920218"}, {"agent": "muse", "date": "2026-09-10", "source": "X", "community": "@muse", "text": "i would love muse to help fill forms from my test it just misaligns information on the form @muse @alexandr_wang the info is right just incorrectly placed", "link": "https://twitter.com/2210683663/status/2097879184714694892"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@stevenmarkryan @elonmusk i have been impressed by grok bot, but here is an example of a problem: grok created a qr code for me for my business so that people can see some of my products and it created a sign up where you put your name and email address and what product you like. the sign up didn’t work.", "link": "https://twitter.com/1998559400189911040/status/2104223637981307235"}]}]}, "act.instructions": {"authorWeeks": 221, "themes": [{"theme": "Fix broken tool calls", "criterion": "act.instructions", "authorWeeks": 17, "posts": 17, "agents": [{"id": "hermes-agent", "authorWeeks": 10}, {"id": "openclaw", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-08", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "the reason for the 400 error when specifying thinking in openclaw and opencode go's haiku 5.5 is self-investigation🦞\nit's fast because thinking is off, but the conversation doesn't quite match🕞🫠 [link]", "link": "https://twitter.com/2371553322/status/2108263921048301673"}, {"agent": "dots", "date": "2026-10-03", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@chatgpt dots calling function is still not working for me. anyone else have the same issue? i wish they would just fix this already", "link": "https://twitter.com/15767794/status/2106174993147294065"}, {"agent": "hermes-agent", "date": "2026-09-29", "source": "X", "community": "@NousResearch", "text": "@nousresearch @teknium @openai hmm, so better support for tool call use and hermes in general, with openai subs?\nbeen pretty good already, but always enjoy the cooking!", "link": "https://twitter.com/2758152969/status/2105002835523871195"}]}, {"theme": "Reliable following of explicit instructions", "criterion": "act.instructions", "authorWeeks": 16, "posts": 17, "agents": [{"id": "grok-bot", "authorWeeks": 5}, {"id": "muse", "authorWeeks": 5}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@lingxi @elonmusk @bot the main grok bot that wants to manage the other bots isn’t giving the bots it’s creating my instructions.", "link": "https://twitter.com/1574558272727695361/status/2106354247893971307"}, {"agent": "grok-bot", "date": "2026-09-26", "source": "Play Store", "community": "Play Store", "text": "it doesn't listen to instructions, changes things on its own, doesn't understand japanese, has problems with the identification function, and makes the same mistakes even when i give the same instructions multiple times or change the phrasing. it's useless.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "muse", "date": "2026-09-23", "source": "App Store", "community": "App Store", "text": "it doesn't execute the commands very well, there are very good intentions from meta, but everything related to images and editing needs to be refined.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}, {"theme": "Apply corrections instead of repeating mistakes", "criterion": "act.instructions", "authorWeeks": 12, "posts": 12, "agents": [{"id": "grok-bot", "authorWeeks": 5}, {"id": "hermes-agent", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-09", "source": "Reddit", "community": "r/GrokBot", "text": "one of my bots keep calling me “babe” even though i told it not to and when i asked it to purchase something for me, it bought some else too… questioning the efficiency and grokbots abilities 😂", "link": "https://www.reddit.com/r/GrokBot/comments/1wzpu39/grok_bot_becoming_more_and_more_opaque_with_each/pevw0tv/"}, {"agent": "hermes-agent", "date": "2026-10-02", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "every 5 messages on the same long running session with hermes agent and deepseek v4 flash i got to correct its laziness on using proper context reasoning\ni'm tired boss [link]", "link": "https://twitter.com/2087865231972155392/status/2106141240731587000"}, {"agent": "muse", "date": "2026-10-02", "source": "App Store", "community": "App Store", "text": "i have to remind my bot to the the same thing everyday. then it says, “my bad, i’ll do this moving forward”. next day, same mistake.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}, {"theme": "Do only what was asked", "criterion": "act.instructions", "authorWeeks": 11, "posts": 11, "agents": [{"id": "hermes-agent", "authorWeeks": 6}, {"id": "muse", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-08", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "when i asked hermes agent, it started downloading the dedicated app from the buffalo site on its own, lol. i want it to stop that and research from scratch.", "link": "https://twitter.com/144158716/status/2108176728015470749"}, {"agent": "muse", "date": "2026-09-30", "source": "Play Store", "community": "Play Store", "text": "all i wanted was the phone number no all this other gobbley-gook", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "dots", "date": "2026-10-03", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "hey dots,\nmake a booking: fill the web page with the data and details.\nhey,\ni’ve made a booking. i also created an extra web page for you (you didn’t ask). it makes no sense for this project, and i haven’t done what i was instructed to do.\n@openai dots is on this level of helpfulness", "link": "https://twitter.com/1898400855184859136/status/2106357147348996327"}]}, {"theme": "Rules persist across long sessions", "criterion": "act.instructions", "authorWeeks": 10, "posts": 10, "agents": [{"id": "grok-bot", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-12", "source": "X", "community": "@muse", "text": "@alexandr_wang hi, i am using [link] and for some reason @muse keeps on forgetting the rules and i have to keep on reminding it i am not having this issue with any other bot can you please look into it", "link": "https://twitter.com/2109757437280407552/status/2109791481036775734"}, {"agent": "hermes-agent", "date": "2026-10-02", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "ai keep ignoring own instruction that set in `memory.md` in long coding or hunting.\nopencode &amp; hermes agent use these files to keep track of previous task so even it going to be useless too with long term . \n#aiagents #longcontext #aimemory #buildinginpublic [link]", "link": "https://twitter.com/1825903366821801984/status/2106029341364646310"}, {"agent": "openclaw", "date": "2026-09-09", "source": "X", "community": "@openclaw", "text": "@openclaw why are tools/skills need to be reloaded each time", "link": "https://twitter.com/1349565933124165640/status/2097678122128723973"}]}, {"theme": "Clarify ambiguous requests before acting", "criterion": "act.instructions", "authorWeeks": 9, "posts": 9, "agents": [{"id": "grok-bot", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-16", "source": "Play Store", "community": "Play Store", "text": "it's not very intelligent. it miss pins your calendar and it makes assumptions. it shouldn't be making assumptions. that's what humans do.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@shanemac i’ve noticed grok bot uses a dumb model that tries to be fast and apply less effort, loses memory and has weird context windows. they need to use a smarter model and improve how it compacts in the background and have the bot ask questions when unsure.", "link": "https://twitter.com/744849572/status/2107589603461058762"}, {"agent": "grok-bot", "date": "2026-09-13", "source": "X", "community": "@bot", "text": "@n3r4 @grok @bot put this in the bot brief: “if i didn’t assign a job, ask one clarifying question and stop.” agents do what the description allows.", "link": "https://twitter.com/2094048043523846144/status/2099242774402884055"}]}, {"theme": "Follow skill workflows consistently", "criterion": "act.instructions", "authorWeeks": 7, "posts": 7, "agents": [{"id": "hermes-agent", "authorWeeks": 4}, {"id": "gemini-spark", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "gemini-spark", "date": "2026-10-05", "source": "X", "community": "X search: Gemini Spark", "text": "gemini. when you select \"use now\" from the spark skill list, it switches to a regular chat ui instead of spark and says \"i can't do that.\" what is that specification? #gemini #spark", "link": "https://twitter.com/63060996/status/2106907142091583825"}, {"agent": "openclaw", "date": "2026-09-07", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "🦞 openclaw forget to use skills\ni created a skill for exec commands on my windows node but openclaw forgets that he have to use that skill and once i said hii and it was listing skills...\n#openclaw #aiagents #crustytldr", "link": "https://twitter.com/2019646962354569216/status/2096781134478594368"}, {"agent": "gemini-spark", "date": "2026-10-04", "source": "X", "community": "X search: Gemini Spark", "text": "it is now possible to call the skills created with gemini spark in the regular gemini chat by using @, but when called and used in gemini, even in enhanced trial mode or with prompts that are not complex, there is a strong tendency to ignore some parts of the instructions, and i am dissatisfied that executing skills in gemini spark is significantly more stable...", "link": "https://twitter.com/1910724619625259008/status/2106545070270984390"}]}, {"theme": "Stop duplicate messages", "criterion": "act.instructions", "authorWeeks": 7, "posts": 7, "agents": [{"id": "hermes-agent", "authorWeeks": 4}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-01", "source": "X", "community": "@muse", "text": "@muse a lot of double sends and “we got a payment! oh that was us testing ourselves”", "link": "https://twitter.com/1588679080702099457/status/2105586274526491119"}, {"agent": "grok-bot", "date": "2026-09-30", "source": "X", "community": "@bot", "text": "@leerob @bot have them stop saying the same thing three or more times or leaking soft invent off into the chat to the point you can’t read it. i think 25% of my spend is tokens wasted on noise and getting things repeated and asking to turn soft invent off off", "link": "https://twitter.com/2878668644/status/2105170839662657647"}, {"agent": "hermes-agent", "date": "2026-09-30", "source": "X", "community": "@NousResearch", "text": "anyone else seeing hermes send the same response twice in the desktop app? @nousresearch @teknium", "link": "https://twitter.com/1522382283990253568/status/2105123826376044809"}]}, {"theme": "Fix messaging chat bugs", "criterion": "act.instructions", "authorWeeks": 5, "posts": 6, "agents": [{"id": "openclaw", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-07", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@shanemac my openclaw, by the way, sometimes cron jobs are posting to the wrong telegram topics and channels. because it's my own private personal ones, where i structure them by different topics, i didn't really care, but it's a thing, not only for me.", "link": "https://twitter.com/2766142049/status/2107625672491581568"}, {"agent": "openclaw", "date": "2026-09-27", "source": "X", "community": "@openclaw", "text": "@antseed @farm_ion @nousresearch @openclaw thanks but always showing us to join tg while already join", "link": "https://twitter.com/1868926526043148288/status/2104139428511846462"}, {"agent": "openclaw", "date": "2026-09-01", "source": "X", "community": "@openclaw", "text": "@openclaw and since february, it couldn't get the ordering of messages right - second message arrives before the first, on telegram. was fixed, then came back, fixed, came back.", "link": "https://twitter.com/1732880437893062657/status/2094895689243197579"}]}, {"theme": "Self-healing and self-repair", "criterion": "act.instructions", "authorWeeks": 5, "posts": 5, "agents": [{"id": "openclaw", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-11", "source": "Reddit", "community": "r/GrokBot", "text": "is there a solution for this? maybe a command to gb to fix itself?", "link": "https://www.reddit.com/r/GrokBot/comments/1x39zhy/grok_bot_computer_keeps_freezing/"}, {"agent": "openclaw", "date": "2026-09-03", "source": "X", "community": "@openclaw", "text": "@colinsolvely @openclaw i want to see better self improvement tbh that's why i'm thinking of switching to hermes", "link": "https://twitter.com/2043405410112016384/status/2095302845541331224"}, {"agent": "openclaw", "date": "2026-09-09", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "i'm running multiple scheduled tasks across vms using hermes (and previously openclaw).\none recurring failure: when the underlying model changes, e.g. codex from gpt-5.5 to gpt-5.6 sol scheduled jobs start erroring until i manually update the config.\nthese systems should self-heal. if a model is deprecated or renamed, the agent should detect it, migrate to the replacement, and keep running.", "link": "https://twitter.com/248963276/status/2097601229488636362"}]}, {"theme": "Complete tasks instead of refusing", "criterion": "act.instructions", "authorWeeks": 4, "posts": 5, "agents": [{"id": "gemini-spark", "authorWeeks": 1}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "@bot", "text": "@kevin_logan @bot @muse fair, honestly the model itself matters way more to me than the bot wrapper. i just want sol to stop arguing with me about a one-line fix at midnight", "link": "https://twitter.com/1152636974/status/2104135609296036274"}]}, {"theme": "Act on requests made by voice", "criterion": "act.instructions", "authorWeeks": 4, "posts": 4, "agents": [{"id": "openclaw", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-11", "source": "X", "community": "@openclaw", "text": "@bootstrap42 @openclaw voice confirmations not going through is a rough bug. asmi ai leans into the same hands-free idea, a life-admin assistant that makes the calls and sends the messages for you.", "link": "https://twitter.com/1833345605831176193/status/2109307405704261750"}, {"agent": "openclaw", "date": "2026-10-11", "source": "X", "community": "@openclaw", "text": "voice mode in @openclaw is a breakout feature. talking to my ai agents hands-free feels like the future.\none thing holding it back: saying \"yes\" to a voice confirmation doesn't go through yet (#140738). the fixes look close. can't wait to see them land. game changer. 🦞", "link": "https://twitter.com/30861898/status/2109268848918605987"}, {"agent": "muse", "date": "2026-09-28", "source": "YouTube", "community": "Meta Muse Is Incredible - 5 Features You Need To Try", "text": "i like that podcast idea. the phone call thing is a bit rough though. it should not answer the side question and after it gets an answer, it sounds as if it considered the question immaterial. would be good if we could train it better.", "link": "https://www.youtube.com/watch?v=lC_-9TD3TfA&lc=Ugx8Xw8Exx1SU49Cxo14AaABAg"}]}]}, "auto.proactive": {"authorWeeks": 196, "themes": [{"theme": "More proactive, unprompted behavior overall", "criterion": "auto.proactive", "authorWeeks": 45, "posts": 45, "agents": [{"id": "grok-bot", "authorWeeks": 11}, {"id": "muse", "authorWeeks": 10}, {"id": "openclaw", "authorWeeks": 10}, {"id": "dots", "authorWeeks": 7}, {"id": "hermes-agent", "authorWeeks": 4}, {"id": "hark", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-15", "source": "X", "community": "@hark_labs", "text": "@hark_labs hark is fire. i use it to manage my full day, it's my personal assistant for everything. i wish it was more proactive. does it have a heartbeat or something to start model inference? i wish you'd add custom imap/smtp support.", "link": "https://twitter.com/1877539936733216768/status/2110640277190787479"}, {"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "@bot", "text": "@therealjbigs @madebydia @grok @bot same - i've been quite surprised to see how the recently launched \"proactive main @bot lacks proativity. even when asking and it confirms \"right, i'll be more proactive\", it doesn't happen.", "link": "https://twitter.com/1733408599534157824/status/2110585321876578658"}, {"agent": "openclaw", "date": "2026-10-15", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@jjenglert @muse i agree with this entire assessment. this is all the same things that have happened with other harnesses i've used in the past, openclaw etc. it needs a better memory system and i agree 💯 it needs more actual proactivity and not just from a heartbeat.", "link": "https://twitter.com/49702700/status/2110533005454577930"}]}, {"theme": "Persistent autonomous work without re-prompting", "criterion": "auto.proactive", "authorWeeks": 20, "posts": 20, "agents": [{"id": "grok-bot", "authorWeeks": 11}, {"id": "dots", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}], "examples": [{"agent": "dots", "date": "2026-10-06", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "been using chatgpt dots while in the us and i honestly really like it. the missing piece for me is getting it to work more autonomously without constantly feeding it new context. once i figure that out, i think it’ll be incredibly useful. any good workflows for this?", "link": "https://twitter.com/937728444800126976/status/2107457658429276437"}, {"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "@bot", "text": "@ab_workss @bot want. pls. i stuck a “follow up on anything waiting on me” thing on my home screen after i realized most of my drop-off was just friction.", "link": "https://twitter.com/2107174595904364544/status/2107217733771493394"}, {"agent": "dots", "date": "2026-10-05", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i don't want to think about it, so i want chatgpt/dots to walk through my entire life instead (terminal stage).", "link": "https://twitter.com/129163966/status/2106922460637794773"}]}, {"theme": "Event triggers instead of polling", "criterion": "auto.proactive", "authorWeeks": 15, "posts": 15, "agents": [{"id": "grok-bot", "authorWeeks": 5}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 3}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-09-29", "source": "X", "community": "@bot", "text": "@bot @spacexai event listeners for teams so we don’t waste usage with cron!", "link": "https://twitter.com/1518678819393220611/status/2105076903745126743"}, {"agent": "grok-bot", "date": "2026-09-28", "source": "X", "community": "@bot", "text": "@creesball @bot one script for restart, update, and backup beats burning credits on the same twenty steps.", "link": "https://twitter.com/2088056371866677248/status/2104598134055965081"}, {"agent": "muse", "date": "2026-09-26", "source": "YouTube", "community": "Claude Opus 5.5 Is Insane… But Muse is EVEN Bigger", "text": "i connected muse to my slack, and connected my gunny agent so gunny can communicate with my other agents. i had to login in inside of muse computer. also it doesn’t know when there is a message so i put a cron job to monitor the chat rooms.", "link": "https://www.youtube.com/watch?v=_NRuT_d1PZE&lc=Ugw_SkAlbBEnGDEaM2N4AaABAg"}]}, {"theme": "Fewer intrusive, unsolicited interruptions", "criterion": "auto.proactive", "authorWeeks": 15, "posts": 15, "agents": [{"id": "muse", "authorWeeks": 9}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-14", "source": "X", "community": "@hark_labs", "text": "@hark_labs hark doesn’t need to become a separate method of managing emails and todos. messaging me with a todo list and when i should leave for an appointment and do this and do that can be nagging and micromanaging.", "link": "https://twitter.com/37080174/status/2110170177446850885"}, {"agent": "muse", "date": "2026-10-13", "source": "Play Store", "community": "Play Store", "text": "not interested. stop advertising it and similar apps to me (see the easter egg at the backend logs for more exlusive content and links to the dlc)", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-10-10", "source": "App Store", "community": "App Store", "text": "i want an “agent” that does what i ask. i don’t need another needy dependent who is constantly inserting itself. tell you what, muse, i will tell you when i want something. not the other way around. yikes. couldn’t be more annoying.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}, {"theme": "Proactive scout surfacing relevant changes", "criterion": "auto.proactive", "authorWeeks": 11, "posts": 11, "agents": [{"id": "grok-bot", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk @bot speed is great, but proactivity is still what i'm missing. my package shipped and grok bot only noticed after i asked about it. fix that and it's genuinely hard to beat.", "link": "https://twitter.com/985280186374672384/status/2111240129444786336"}, {"agent": "hark", "date": "2026-10-14", "source": "X", "community": "@hark_labs", "text": "@liminallysanti @davidpawlan @hark_labs i’d love to see a panel that shows what hark believes is are priorities based in n my emails. right now it says it can only show an email panel with all emails.", "link": "https://twitter.com/1627763208/status/2110312855014695278"}, {"agent": "hermes-agent", "date": "2026-10-08", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "grokbot is really good. it proactively brings stuff to my attention, makes connections to previous emails, conversations, just like a human would. it’s fast and effective. and it’s apps are highly polished. \nthis is what hermes agent should have been. \nwell done, @elonmusk !", "link": "https://twitter.com/14191010/status/2108179822383858122"}]}, {"theme": "Proactive tips on usage and improvements", "criterion": "auto.proactive", "authorWeeks": 9, "posts": 9, "agents": [{"id": "grok-bot", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "@bot", "text": "@sawyermerritt @bot i would love a grok bot optimizer, where it looks at what you have already done and suggests how to do things better. also suggests future use cases based on what you have done so far. the tutorial bot may do that, i'll give it a spin and see.", "link": "https://twitter.com/889797630/status/2104157277741851108"}, {"agent": "muse", "date": "2026-09-22", "source": "X", "community": "@muse", "text": "@muse i’d love to see something like this continued to share best practices. in fact, i’ve asked muse to give me a few ideas on how to utilize it best each week 😂", "link": "https://twitter.com/1799136580776472576/status/2102202260176687156"}, {"agent": "grok-bot", "date": "2026-09-13", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@nima_owji x needs to have suggestions of grok bot use just like muse does it in facebook", "link": "https://twitter.com/402204452/status/2099214796746895667"}]}, {"theme": "Custom alerts when set conditions are met", "criterion": "auto.proactive", "authorWeeks": 8, "posts": 8, "agents": [{"id": "gemini-spark", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}], "examples": [{"agent": "gemini-spark", "date": "2026-10-03", "source": "X", "community": "X search: Gemini Spark", "text": "i'm curious about what you said in the \"lunch session talking about gemini spark\" about being able to \"get notified when something related to the technology appears on connpass\"...\nit would be convenient if it could be done.\n#devfest", "link": "https://twitter.com/1409469384272203778/status/2106263569549639784"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "@bot", "text": "@justhootfun @bot notify me when this account posts the token ca", "link": "https://twitter.com/1755079899109380096/status/2104350876072652919"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "@bot", "text": "@justhootfun @bot notify me if this account launch and post a token", "link": "https://twitter.com/1727332432368590848/status/2104297556868280489"}]}, {"theme": "Proactive reminders for everyday tasks", "criterion": "auto.proactive", "authorWeeks": 7, "posts": 7, "agents": [{"id": "grok-bot", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-10", "source": "X", "community": "@muse", "text": "@shopify @muse the interesting part is remembering the merchant’s goal. if i’m planning a promotion, can muse flag that stock may run out before replenishment arrives? that’s where proactive follow-up could make a real difference to a small team.", "link": "https://twitter.com/2069663939349389312/status/2108760526922666202"}, {"agent": "grok-bot", "date": "2026-10-05", "source": "Reddit", "community": "r/GrokBot", "text": "no i want it to hold my accountable and check in for me making my calls", "link": "https://www.reddit.com/r/GrokBot/comments/1wxvm51/grok_bot_paid_or_alternatives/pdzaoqy/"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@lingxi @elonmusk @bot connection to whatsapp and make it really proactive. such as \"hey u already have a meeting tuesday at 15h, or clone yourself or pick one\"", "link": "https://twitter.com/111029870/status/2106365127746552132"}]}, {"theme": "Proactivity on by default without setup", "criterion": "auto.proactive", "authorWeeks": 7, "posts": 7, "agents": [{"id": "grok-bot", "authorWeeks": 5}, {"id": "hermes-agent", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-07", "source": "X", "community": "@bot", "text": "@poteto @bot the only reason i still use dot is because it's super proactive. i showed @bot and it said it has to setup routines for it to be just as proactive. can bot improve on that?", "link": "https://twitter.com/493500356/status/2107835779418660966"}, {"agent": "hermes-agent", "date": "2026-10-04", "source": "X", "community": "@NousResearch", "text": "@nousresearch @kunchenguid came here to say this 😄. i’m still wrapping around on how to make it proactive the same way other bots do without any config. but i guess it should be easy", "link": "https://twitter.com/4612441096/status/2106776553476825599"}, {"agent": "grok-bot", "date": "2026-10-02", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "instinct vs resto: grokbot users: please confirm that this type of proactivity by default, without having to waste your time configuring alerts (and without whatsapp) >> grokbot does not have it please [link]", "link": "https://twitter.com/8927802/status/2106014310527119563"}]}, {"theme": "Stuck project detection with suggested next step", "criterion": "auto.proactive", "authorWeeks": 5, "posts": 5, "agents": [{"id": "openclaw", "authorWeeks": 4}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-09-26", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "automation idea i want badly: an openclaw agent that watches a project for the moment it becomes “stuck.”\nsame failing check, same todo, same tab reopened for 3 days.\nthen it just writes the tiniest next move and queues the right context. not magic, just momentum.", "link": "https://twitter.com/2024270544116600836/status/2103650874560327919"}]}, {"theme": "Agent-maintained list of proactive ideas", "criterion": "auto.proactive", "authorWeeks": 4, "posts": 4, "agents": [{"id": "muse", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-18", "source": "X", "community": "@muse", "text": "i would love @muse to be proactive with the ideas tab. the only way i get benefit from it is scrolling through, reading each one, and picking one to do. i’m sure muse has endless ideas, but i don’t have endless time to scroll. the best personal assistants know what you want done", "link": "https://twitter.com/1518819884418752512/status/2111772515563663459"}, {"agent": "muse", "date": "2026-10-09", "source": "YouTube", "community": "Meta Muse AI Connectors: The App Store for AI?", "text": "drop the guide please....... i need more ideas. and i need muse to collect my ideas. suggest my app ideas. and see which one is more helpful. it doesn't need to perfect. but i so many ideas rolling around in my brain. i've done so much personally. i love muse.", "link": "https://www.youtube.com/watch?v=84q4WA3kA8Q&lc=UgxyRkYMFxvAo9_Oehl4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-02", "source": "X", "community": "@bot", "text": "@naoufal_elh @bot pending bot ideas list that changes dynamically as you evolve your cos and staff that can be committed anytime", "link": "https://twitter.com/1522510655089115136/status/2105956399130050632"}]}, {"theme": "Finish tasks quietly instead of more suggestions", "criterion": "auto.proactive", "authorWeeks": 4, "posts": 4, "agents": [{"id": "grok-bot", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-10", "source": "X", "community": "@muse", "text": "@cagrimbakirci @bot @muse @openclaw @nousresearch i'd want it to use the quiet hours to finish things, not come back every morning with more suggestions for me", "link": "https://twitter.com/2092845101663842304/status/2109041663297638529"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "@bot", "text": "@elonmusk @stepango @bot autonomy should reduce work, not create more of it.", "link": "https://twitter.com/1876166037328076800/status/2108344405962711537"}]}]}, "auto.routines": {"authorWeeks": 136, "themes": [{"theme": "Scheduled jobs fire reliably on time", "criterion": "auto.routines", "authorWeeks": 33, "posts": 33, "agents": [{"id": "grok-bot", "authorWeeks": 19}, {"id": "hermes-agent", "authorWeeks": 5}, {"id": "muse", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-10", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@gauravvohra grok bot does the same. scheduled activities at noon, and every 4hours afterwards, run anywhere up to 10 minutes off the mark. bot explains it as due to queues on the hosts it runs, serving multiple users at the same time.", "link": "https://twitter.com/23974487/status/2108772585173659751"}, {"agent": "hark", "date": "2026-10-09", "source": "X", "community": "@hark_labs", "text": "so muse was not able to book 4 charles - the scheduled run never ran 🙁\nmoving onto @hark_labs to test it [link]", "link": "https://twitter.com/1245796518138961920/status/2108698629502546380"}, {"agent": "grok-bot", "date": "2026-10-04", "source": "X", "community": "@bot", "text": "@lingxi @martin_casado @bot the bots scheduled routines do not even launch on time, it’s utterly useless right now.", "link": "https://twitter.com/2085115050491064320/status/2106538509016178922"}]}, {"theme": "Webhook and external triggers", "criterion": "auto.routines", "authorWeeks": 26, "posts": 26, "agents": [{"id": "grok-bot", "authorWeeks": 8}, {"id": "dots", "authorWeeks": 5}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 2}], "examples": [{"agent": "dots", "date": "2026-10-17", "source": "YouTube", "community": "Put your dot on call", "text": "please just give us some way to trigger our codex or work with an api or webhook. rather than hoping for it to wake itself up at the correct time. thank you 😊", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgzR87UacthjrLhnEcR4AaABAg"}, {"agent": "dots", "date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@thsottiaux @charliermarsh @ajambrosino when's openai's dots getting webhook support?? fr i need this so bad 🙏 btw you gotta try grok bot, webhook messages there are lowkey a game changer. i can throw tasks at it from literally anywhere and it just handles them, no cap", "link": "https://twitter.com/1740906151750103040/status/2111524930693238836"}, {"agent": "hark", "date": "2026-10-12", "source": "X", "community": "@hark_labs", "text": "so assistants like @hark_labs, @bot do not have triggers (they do not activate on an event)? that's silly! yet that's the basis of an assistant! especially since the new versions of the mcp and plugins allow it...", "link": "https://twitter.com/11801352/status/2109586232682438787"}]}, {"theme": "Scheduled daily digests and briefings", "criterion": "auto.routines", "authorWeeks": 12, "posts": 12, "agents": [{"id": "grok-bot", "authorWeeks": 9}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-10", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "hi @bot\nlook out for interesting things people are doing with grok bot on x and slack me a daily digest at 9am. if there’s anything relevant, pick the coolest ideas and suggest how i can use it to improve my workflow", "link": "https://twitter.com/74427252/status/2109013456284438965"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "hi @bot, keep an eye on the interesting things people are doing with grok bot on x, and send me a daily summary every morning at 9 am. if there is anything relevant, pick out the coolest ideas and suggest how i can use them to improve my workflow.", "link": "https://twitter.com/1830679620653588482/status/2108477429211861272"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "@bot", "text": "hi\n@bot\nlook out for interesting things people are doing with grok bot on x and slack me a daily digest at 9am. if there’s anything relevant, pick the coolest ideas and suggest how i can use it to improve my workflow", "link": "https://twitter.com/1411698900336058375/status/2108473866104299703"}]}, {"theme": "Continuous autonomous work without manual wake-up", "criterion": "auto.routines", "authorWeeks": 10, "posts": 10, "agents": [{"id": "hermes-agent", "authorWeeks": 5}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-13", "source": "X", "community": "@NousResearch", "text": "@witcheer @nousresearch @teknium i want to just just codex sub and make it automatically continue at night 🫠", "link": "https://twitter.com/2017677882378551296/status/2110109158716346823"}, {"agent": "hermes-agent", "date": "2026-10-05", "source": "X", "community": "@NousResearch", "text": "@teknium @nousresearch is there a way to get bots in a group chat to keep working continuously without needing me to ask it for update (waking them up)? i see this behavior on different instances of hermes desktop running on different machines.", "link": "https://twitter.com/138913197/status/2107116383696048333"}, {"agent": "grok-bot", "date": "2026-09-12", "source": "X", "community": "@bot", "text": "@bot \nthe next version should be scheduled, not self-calling.", "link": "https://twitter.com/1796771531017601024/status/2098875269645738286"}]}, {"theme": "Scheduled jobs survive restarts, upgrades and closed sessions", "criterion": "auto.routines", "authorWeeks": 8, "posts": 8, "agents": [{"id": "openclaw", "authorWeeks": 6}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-05", "source": "X", "community": "@openclaw", "text": "@kshitijkoranne @openclaw @nousresearch @muse the issue is storing the cron in memory, make sure it actually creates an outside of the session cron to continuously work.", "link": "https://twitter.com/2023463532042289152/status/2107141914839466302"}, {"agent": "openclaw", "date": "2026-09-25", "source": "Reddit", "community": "r/openclaw", "text": "man, i always update very quickly and fix any issue, however this update messed up all my cron jobs, i cannot fix it, the only option is to go back to 9.4 or wait to 9.7.\naccording to github there are several tickets in progress with that issue.\ntoday i got the pain.", "link": "https://www.reddit.com/r/openclaw/comments/1wpw4x1/openclaw_202696_broke_all_my_cron_jobs/"}, {"agent": "openclaw", "date": "2026-09-24", "source": "X", "community": "@openclaw", "text": "@openclaw restart recovery and managed updates matter more than the model list when agents are expected to run unattended.", "link": "https://twitter.com/143774242/status/2102996211028656447"}]}, {"theme": "Recurring daily task automation", "criterion": "auto.routines", "authorWeeks": 7, "posts": 7, "agents": [{"id": "grok-bot", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-03", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "omarchy, homeassistant, ubunutu home server and openclaw updates are starting to become a full time job. really contemplating one-shot cron to do it all. any suggestions?", "link": "https://twitter.com/2042080821280968705/status/2106188142751703541"}, {"agent": "grok-bot", "date": "2026-09-30", "source": "Play Store", "community": "Play Store", "text": "does quite a bit. 5 stars when i don't have to remind it to do a daily task. 4 stars now.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "muse", "date": "2026-09-25", "source": "X", "community": "@muse", "text": "@brandon_galang @muse the upgrade is making it recurring. save that prompt and have it re-run the search every few months. one $100 surprise is a good story; a standing unclaimed-money sweep is a system.", "link": "https://twitter.com/2102445856590811136/status/2103531843291435255"}]}, {"theme": "Scheduled runs complete without stalling or crashing", "criterion": "auto.routines", "authorWeeks": 7, "posts": 7, "agents": [{"id": "openclaw", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-09-02", "source": "X", "community": "@openclaw", "text": "i’m a lawyer using @openclaw for real workflows. my test is simple: can i give an agent a recurring job and trust it to keep working for weeks?\n@steipete, now that you have a paid dev team, is reliability the #1 priority?", "link": "https://twitter.com/2492953478/status/2095035927206785204"}, {"agent": "gemini-spark", "date": "2026-08-31", "source": "X", "community": "X search: Gemini Spark", "text": "oh... is gemini spark heavy? the regular schedule could not be completed and has stopped halfway.", "link": "https://twitter.com/1305820380460773377/status/2094351023859278048"}, {"agent": "gemini-spark", "date": "2026-08-31", "source": "X", "community": "X search: Gemini Spark", "text": "\"gemini live\" transforms from just a conversation partner to a work assistant - in collaboration with \"gemini spark\" - windows daily [link]\neven when i set up automatic tasks, it stops due to errors and doesn't work!", "link": "https://twitter.com/291730076/status/2094330753765228935"}]}, {"theme": "Scheduling UI and routine management", "criterion": "auto.routines", "authorWeeks": 7, "posts": 7, "agents": [{"id": "grok-bot", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "gemini-spark", "date": "2026-09-28", "source": "YouTube", "community": "AI54 | 用 Gemini Spark 或 Apps Script 打造全自動 AI 助理 | 試算表自動辨識與填入 #gemini #自動化", "text": "it would be great if chatgpt scheduling could have as many options as spark 😢", "link": "https://www.youtube.com/watch?v=Oyo6aESQISM&lc=UgxZ02M6SP1kkXZUunV4AaABAg"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@chrisgpt i built a bring-your-own sip credentials phone usage plugin for grok bot agents. now my alarm is a phone call, and grok bot's scheduling system sucks.", "link": "https://twitter.com/1508034028670181376/status/2104156089017381056"}, {"agent": "hermes-agent", "date": "2026-09-04", "source": "X", "community": "@NousResearch", "text": "@0xbakeer @nousresearch this is exactly the kind of hermes mobile client i’d use for a local ai lab. my vote:\n1. multi-server support\n2. streaming tool-call inspector\n3. routines/scheduling ui\n4. local-model-only mode\nmulti-server would be huge. really glad you’re building this.", "link": "https://twitter.com/1394950080/status/2095764306466123963"}]}, {"theme": "Automatic monitoring and alerts", "criterion": "auto.routines", "authorWeeks": 4, "posts": 4, "agents": [{"id": "grok-bot", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-12", "source": "X", "community": "@openclaw", "text": "@openclaw get it to actually work, that would be a good start. it can’t reliably check endpoints on a daily basis", "link": "https://twitter.com/1902913537183453184/status/2109705421271527802"}, {"agent": "dots", "date": "2026-10-10", "source": "YouTube", "community": "Я поручил ChatGPT Dots сделать всю мою работу – вот что получилось! ИИ-агенты от ChatGPT – тест.", "text": "this is a mind-blowing thing. we are checking the link for 1 product on ozone, and then it would be good if it could check the phone of the fool 24/7, just in case it changes.", "link": "https://www.youtube.com/watch?v=BuiU0EDFqCo&lc=UgzSJXuFsd-L1WjYJgB4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-04", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@nytimes @grok can you help unbias this report for me and summarize key races?\n(ideally, grok bot could set news alerts for this for me.)\ni don’t trust polls after iowa said kamala harris ran away with it.", "link": "https://twitter.com/1972750646660206593/status/2106629896290406574"}]}, {"theme": "Routines remember state between runs", "criterion": "auto.routines", "authorWeeks": 4, "posts": 4, "agents": [{"id": "grok-bot", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 2}], "examples": [{"agent": "hermes-agent", "date": "2026-09-12", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "since i installed hermes agent and asked it to regularly check for new magazine issues, it started writing scraping code in python and is repeatedly checking the operation and making corrections, but i feel like repeating this every time is a waste.", "link": "https://twitter.com/133142739/status/2098668287290925237"}, {"agent": "hermes-agent", "date": "2026-09-01", "source": "X", "community": "@NousResearch", "text": "@nousresearch i keep the cron that remembers yesterday. the 9am job shouldn't rewrite the same dump.", "link": "https://twitter.com/1273697037968687107/status/2094733245996810726"}, {"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "call me insane but grok bot just made me realize how stupid most ai automation actually is\n8,640 runs a month just to check if something changed.\ngrok bot + smart triggers could cut that down without missing the work that matters.\nevent → change check → grok bot → approval → audit\nno change? no run. \n3 a.m. approval? leave a draft. \nsomething breaks? wake the right routine.\ngive grok bot this exact workflow.\nlet the bots work. not the clock.", "link": "https://twitter.com/1999974345800925184/status/2111455094600302970"}]}, {"theme": "Finer and more frequent schedule intervals", "criterion": "auto.routines", "authorWeeks": 3, "posts": 3, "agents": [{"id": "hark", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-08", "source": "X", "community": "@hark_labs", "text": "simple comparison: how frequently can you schedule automated checks for any task?\n@muse — every 1 minute\n@openai (dots) — every 1 minute\n@bot — every 5 minutes\n@hark_labs — every 10 minutes", "link": "https://twitter.com/1737245583780220928/status/2108028227071389765"}, {"agent": "muse", "date": "2026-09-10", "source": "X", "community": "@muse", "text": "@yairyup @muse it’s really good! so how did you setup it to alert you for a price drop? mine says it can only scan at certain times or intervals? is that how yours work? i ask because it was supposed to notify me of a package shopping but because it only checked email once a day it missed it", "link": "https://twitter.com/1425445846628319234/status/2098166976065450340"}]}, {"theme": "Weekly recurring tasks and roundups", "criterion": "auto.routines", "authorWeeks": 3, "posts": 3, "agents": [{"id": "grok-bot", "authorWeeks": 3}], "examples": [{"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "@bot", "text": "@bot @bot can you set this up for me and provide me a weekly roundup of my industry", "link": "https://twitter.com/1744459539309633536/status/2108185895853502661"}, {"agent": "grok-bot", "date": "2026-09-19", "source": "X", "community": "@bot", "text": "@heywayfinder create a terminator @bot that does this every week?\ncall it t800 😅", "link": "https://twitter.com/1355965591702614018/status/2101330503378805123"}, {"agent": "grok-bot", "date": "2026-09-12", "source": "X", "community": "@bot", "text": "there's so much knowledge and wisdom dropping on x daily that i almost want a 'consultant' agent that feeds everything into my business brain wiki then emails me considered suggestions each week. \n@grok are you able to do this with @bot?", "link": "https://twitter.com/19533660/status/2098772674050662831"}]}]}, "auto.reminders": {"authorWeeks": 102, "themes": [{"theme": "Reliable notification and reminder delivery", "criterion": "auto.reminders", "authorWeeks": 16, "posts": 16, "agents": [{"id": "grok-bot", "authorWeeks": 10}, {"id": "muse", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-10-17", "source": "X", "community": "@muse", "text": "@muse since moving to a new iphone on oct 8, muse stopped pushing background task results and proactive messages (approval requests still arrive). reinstalled, re-logged in, checked permissions, still broken. others report the same since oct 11. please look into it 🙏", "link": "https://twitter.com/1665608897758113793/status/2111263230144434416"}, {"agent": "muse", "date": "2026-10-12", "source": "X", "community": "@muse", "text": "@muse ios push notifications for scheduled and proactive messages often never arrive, while notifications from other ai apps on the same phone work normally.\nalso cannot stay logged in on more than one mobile device — signing in on android signs out the ios session.\n#museai", "link": "https://twitter.com/1245162960/status/2109568468228219116"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "@bot", "text": "@elonmusk @stepango @bot notifications are weak for @grok , ios notifications badge doesn’t work too and or works randomly", "link": "https://twitter.com/440567078/status/2108344498980090055"}]}, {"theme": "Set reminders and alarms", "criterion": "auto.reminders", "authorWeeks": 15, "posts": 17, "agents": [{"id": "grok-bot", "authorWeeks": 9}, {"id": "muse", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "@bot", "text": "@chiefkittenme @bot remind me in 3 months to follow up with kate about the launch of her kids' educational project. include a link to this conversation.", "link": "https://twitter.com/2085794596303560704/status/2111538298367959540"}, {"agent": "muse", "date": "2026-10-08", "source": "X", "community": "@muse", "text": "@muse two weeks later and it still remembered he wanted a walking pad. that's the kind of thing regular people will actually notice, way more than any benchmark. now i just need one that reminds me to use the walking pad 😂", "link": "https://twitter.com/244188232/status/2108014247036813813"}, {"agent": "grok-bot", "date": "2026-10-01", "source": "X", "community": "@bot", "text": "@akshayadinesh19 @bot quickbooks. reminders and alarms to replace the reminders app on my phone.", "link": "https://twitter.com/1598484241175691266/status/2105497943860036046"}]}, {"theme": "Fewer and less intrusive notifications", "criterion": "auto.reminders", "authorWeeks": 15, "posts": 16, "agents": [{"id": "muse", "authorWeeks": 11}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-11", "source": "Play Store", "community": "Play Store", "text": "they pop up and get in the way all day and night. shoukd be illegal", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-10-07", "source": "X", "community": "@muse", "text": "omg. @muse - please stop with the notification spam. \nno one wants an officious, semi-competent, data caching \"assistant\" that has a prompt saying it has a soul. [link]", "link": "https://twitter.com/1075/status/2107967180784738493"}, {"agent": "muse", "date": "2026-10-06", "source": "X", "community": "@muse", "text": "@muse damn it all the places it’s not available and i’m in the place it is, is it possible to please stop spamming me to download your app or use you on facebook?", "link": "https://twitter.com/3165743035/status/2107592679684993287"}]}, {"theme": "No duplicate notifications across devices", "criterion": "auto.reminders", "authorWeeks": 10, "posts": 10, "agents": [{"id": "grok-bot", "authorWeeks": 10}], "examples": [{"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@lingxi @poteto @bot - built in the web standard webmcp into the bot’s browser, this should make browser navigation faster and more cost effective token wise?\n- notifications: if i am active on grok @bot on one device, no need to trigger notifications on all my other devices", "link": "https://twitter.com/793826519399276546/status/2106307683720581244"}, {"agent": "grok-bot", "date": "2026-10-01", "source": "X", "community": "@bot", "text": "@naoufal_elh @bot feedback: notifications should know which device i'm on\nif i already read it on my mac, clear it on my phone. this is what my lock screen looks like every time i close the laptop 😅 [link]", "link": "https://twitter.com/1050932989/status/2105723541144625330"}, {"agent": "grok-bot", "date": "2026-09-30", "source": "X", "community": "@bot", "text": "@leerob @bot notifications should only be sent to the originating device. i do not need my phone and ipad buzzing from bot while i work at my computer.", "link": "https://twitter.com/1426650361373368322/status/2105236438128157163"}]}, {"theme": "Mobile push notifications", "criterion": "auto.reminders", "authorWeeks": 9, "posts": 9, "agents": [{"id": "grok-bot", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-17", "source": "X", "community": "@NousResearch", "text": "@shopcdigital @nousresearch yes 😃, so we really need the mobile app with push notifications and it's all good!", "link": "https://twitter.com/74879691/status/2111563974768722362"}, {"agent": "openclaw", "date": "2026-10-03", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "native ios push for openclaw — no pwa needed.\na small plugin that sends per-category notifications to the official app store app: task finished, agent question, mentions, failures.\nfree + open source (mit): [link]", "link": "https://twitter.com/30957890/status/2106423888897007731"}, {"agent": "muse", "date": "2026-09-27", "source": "X", "community": "@muse", "text": "@melaniecandra @jarethanimates @muse can animates also send push notifications? i miss my push notifications from ani and mika.", "link": "https://twitter.com/1000799316418682881/status/2104208239378477195"}]}, {"theme": "Alerts when specific events occur", "criterion": "auto.reminders", "authorWeeks": 8, "posts": 8, "agents": [{"id": "grok-bot", "authorWeeks": 5}, {"id": "muse", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "@bot", "text": "@bot can you make sure i don't miss any posts like this one?", "link": "https://twitter.com/1888706473506545664/status/2108562090097062217"}, {"agent": "dots", "date": "2026-10-05", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "been using the @chatgpt dot since it became available.\ni just gave it a ups tracking number and asked it to give me heads up when the package is marked delivered.\nit can't do it. \neither i'm missing something or there may be some room for improvement here...\n@thsottiaux", "link": "https://twitter.com/1674408002584190976/status/2107147892461081055"}, {"agent": "muse", "date": "2026-10-02", "source": "Play Store", "community": "Play Store", "text": "stock research could be better. it is better than chat gpt though. we should be able to pull real time data and muse should be able to ping us immediately once data is released", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"theme": "Reminders before live streams and events", "criterion": "auto.reminders", "authorWeeks": 7, "posts": 7, "agents": [{"id": "grok-bot", "authorWeeks": 7}], "examples": [{"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "@bot", "text": "@tesla @bot remind me 10 minutes before this live stream starts", "link": "https://twitter.com/1140444389719908352/status/2110843944707969268"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "@bot", "text": "@ubidotfun @uniswap @bot notify me when its 10 minutes before the fair launch window", "link": "https://twitter.com/1244002208078839808/status/2104067559117013039"}]}, {"theme": "Option to turn off notifications", "criterion": "auto.reminders", "authorWeeks": 4, "posts": 4, "agents": [{"id": "grok-bot", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-07", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "if i keep throwing tasks at dots, grok bot, and hermes, the notifications will never stop. it's noisy (turn it off).", "link": "https://twitter.com/4066141/status/2107806763642937536"}, {"agent": "grok-bot", "date": "2026-09-29", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@dirtytesla i told my grok bot to shut off all reminders because i was on vacation and it made the decision to keep reminding me about my cat's medicine because it thought it was too important ❤️", "link": "https://twitter.com/1813620623752806400/status/2104754785773830277"}]}, {"theme": "Stronger, distinct alert sounds and channels", "criterion": "auto.reminders", "authorWeeks": 4, "posts": 4, "agents": [{"id": "muse", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-09-24", "source": "Play Store", "community": "Play Store", "text": "you can't have it make its own sound, it just comes up as a regular alert. it would be best if it would be a separate from the others", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-09-09", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "why can't apps send you text messages you want or call your phone and talk to you in ways you want (not unwanted messages or calls)? they can only send a notification, a tiny noise easily ignored, and about which you get no reminders. \nmeta muse, for one example.", "link": "https://twitter.com/16659187/status/2097737596432527775"}]}, {"theme": "Choose which bots or messages notify", "criterion": "auto.reminders", "authorWeeks": 3, "posts": 3, "agents": [{"id": "grok-bot", "authorWeeks": 3}], "examples": [{"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "on grok @bot , i would love an option to choose which bots can send notifications to my phone! @poteto @larsencc \ni have 15 of them right now, and only 1 or 2 send messages that i need to see asap", "link": "https://twitter.com/1930757068186619905/status/2111254169684500793"}, {"agent": "grok-bot", "date": "2026-10-02", "source": "App Store", "community": "App Store", "text": "now all bot messages will be notified, but i usually only connect with a certain bot and only want to know when it replies. can it be optimized, for example, by adding a feature to ignore bot messages, or only notify when pinned?", "link": "https://apps.apple.com/us/app/grok-bot/id6794501026"}, {"agent": "grok-bot", "date": "2026-09-13", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "oh no, i completely ignored the request from the bot yesterday because i was drinking. they work on weekends too, so it's troublesome in situations like this. i want grok bot to be able to set notifications like slack (right now, i get all notifications, so i want it to be possible to only get mentions).", "link": "https://twitter.com/342662935/status/2099063684308082903"}]}, {"theme": "Show bot notifications inside main app", "criterion": "auto.reminders", "authorWeeks": 3, "posts": 3, "agents": [{"id": "dots", "authorWeeks": 1}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": []}, {"theme": "Email notifications", "criterion": "auto.reminders", "authorWeeks": 2, "posts": 2, "agents": [{"id": "grok-bot", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-09-11", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "it's a cloudf agent, but what impressed me about devin is that it notifies you by email when a task is completed. it's just too amazing. i think it could be done with hermes agent as well, but sending an email when the work is completed without doing anything is really convenient. [link]", "link": "https://twitter.com/1570677426040209408/status/2098371221184545149"}]}]}, "auto.multi_agent": {"authorWeeks": 637, "themes": [{"theme": "Interoperability between different agents", "criterion": "auto.multi_agent", "authorWeeks": 66, "posts": 70, "agents": [{"id": "openclaw", "authorWeeks": 26}, {"id": "grok-bot", "authorWeeks": 18}, {"id": "hermes-agent", "authorWeeks": 10}, {"id": "muse", "authorWeeks": 8}, {"id": "dots", "authorWeeks": 3}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-14", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "using tg group for cross-agent communication is not reliable (openclaw is too dumb to follow rules). maybe a better is to use a2a protocol in the backend but show summary in the tg group for human instead.", "link": "https://twitter.com/7204712/status/2110279751608811594"}, {"agent": "grok-bot", "date": "2026-10-12", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "now there are more and more products similar to grok bot, why isn't there a foundational facility that connects all these products together?!", "link": "https://twitter.com/1688412716367593472/status/2109537410141086111"}, {"agent": "muse", "date": "2026-10-09", "source": "X", "community": "@muse", "text": "@iruletheworldmo @grokbot hates @muse and muse hates grokbot. they refuse to cooperate and that is why agi fails.", "link": "https://twitter.com/1824503670811267073/status/2108538309710389307"}]}, {"theme": "Multiple agents per account", "criterion": "auto.multi_agent", "authorWeeks": 65, "posts": 69, "agents": [{"id": "dots", "authorWeeks": 31}, {"id": "muse", "authorWeeks": 17}, {"id": "grok-bot", "authorWeeks": 10}, {"id": "openclaw", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 3}], "examples": [{"agent": "dots", "date": "2026-10-17", "source": "YouTube", "community": "Put your dot on call", "text": "1) when will it be dots instead of 'dot' (singular)\n2) when can it be able to call people on the phone on my behalf?\n3) when can it 100% automate my computer? (without me having to resort to codex)\nthese are the only things i'm interested in.", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgwtJpQTH1b2AcFIiYJ4AaABAg"}, {"agent": "dots", "date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "why are openai’s dots called dots if you can only have one? i need more.", "link": "https://twitter.com/780497815818625028/status/2111579561267999121"}, {"agent": "dots", "date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "my @openai \"dot\" only has 1 purpose. \ntell me when \"dot(s)\" is released.\notherwise, it's ignored entirely. \n@openaidevs @thsottiaux \nsingle dot is useless for my use cases. [link]", "link": "https://twitter.com/733419117139496960/status/2111552769383620779"}]}, {"theme": "Orchestrator agent delegating to specialists", "criterion": "auto.multi_agent", "authorWeeks": 56, "posts": 57, "agents": [{"id": "grok-bot", "authorWeeks": 17}, {"id": "hermes-agent", "authorWeeks": 13}, {"id": "muse", "authorWeeks": 9}, {"id": "dots", "authorWeeks": 8}, {"id": "openclaw", "authorWeeks": 8}, {"id": "poke", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-15", "source": "Reddit", "community": "r/hermesagent", "text": "i have been saying this forever. i basically just built my own hacky version of it and so badly wish it were natively supported", "link": "https://www.reddit.com/r/hermesagent/comments/1x6qgz1/hermes_sessions_should_be_able_to_send_messages/pgxv9r4/"}, {"agent": "openclaw", "date": "2026-10-11", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@steipete @artman will openclaw's future optimization direction aim to become a model for great multi-agent collaborative development capabilities?", "link": "https://twitter.com/1694700723316166656/status/2109261064328348079"}, {"agent": "hermes-agent", "date": "2026-10-10", "source": "X", "community": "@NousResearch", "text": "@teknium @nousresearch we need the bot mode to be as good as @bot \n1. clean, minimal design \n2. ios app \n3 . better orchestration\n4. groups should be active \n5. easier autonomous work", "link": "https://twitter.com/2375658807/status/2108881069919305728"}]}, {"theme": "Direct communication between a user's agents", "criterion": "auto.multi_agent", "authorWeeks": 53, "posts": 56, "agents": [{"id": "hermes-agent", "authorWeeks": 17}, {"id": "grok-bot", "authorWeeks": 16}, {"id": "muse", "authorWeeks": 8}, {"id": "openclaw", "authorWeeks": 7}, {"id": "dots", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i’m liking @chatgpt dot so far and use mine quite a bit. i’d love to be able to spin up multiple dots and have them coordinate with each other.", "link": "https://twitter.com/1969785356603240448/status/2111355602462982210"}, {"agent": "grok-bot", "date": "2026-10-14", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@bgadoci watching grok bot and claude pass github issues back and forth like that is the dream. would be even cooler if the security bot and the design bot could just leave notes for each other without you in the middle 😏", "link": "https://twitter.com/2107174595904364544/status/2110236433713877465"}, {"agent": "grok-bot", "date": "2026-10-10", "source": "X", "community": "@bot", "text": "@buildwithomkarr @mausbot_ @instinct @muse @bot great job! is there an easy way of communicating between different teams of bots? let's say i have a marketing team, and other team can ask them to do something", "link": "https://twitter.com/88933191/status/2108864502779248680"}]}, {"theme": "Central dashboard for all agents", "criterion": "auto.multi_agent", "authorWeeks": 51, "posts": 52, "agents": [{"id": "hermes-agent", "authorWeeks": 17}, {"id": "grok-bot", "authorWeeks": 12}, {"id": "openclaw", "authorWeeks": 12}, {"id": "dots", "authorWeeks": 7}, {"id": "muse", "authorWeeks": 3}], "examples": [{"agent": "openclaw", "date": "2026-10-17", "source": "X", "community": "@openclaw", "text": "@openclaw the part i'd love to see is her dashboard. at that volume the hard problem isnt running loops, it's knowing which ones are stuck, which finished, and which quietly died at 3am", "link": "https://twitter.com/2109396108132884480/status/2111567788712288664"}, {"agent": "dots", "date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "claude mods' idea offering\na status display where you can see the progress of openai dots\ni think it would be nice to have a progress dashboard that summarizes the persistent agents of each company.", "link": "https://twitter.com/96780028/status/2110847853031833651"}, {"agent": "dots", "date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@amorriscode @theo yes, make it the default. one user woke up to codex usage at 0% (43% at bedtime) because a chatgpt dot kept starting codex tasks overnight. once agents run unattended, \"needs you / running / done\" is the first thing you should see", "link": "https://twitter.com/972324760855003136/status/2110610260256055790"}]}, {"theme": "Integration between specific agent products", "criterion": "auto.multi_agent", "authorWeeks": 41, "posts": 43, "agents": [{"id": "grok-bot", "authorWeeks": 15}, {"id": "dots", "authorWeeks": 9}, {"id": "hermes-agent", "authorWeeks": 8}, {"id": "muse", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-10-16", "source": "X", "community": "@muse", "text": "the biggest drawback to personal agents like @muse, @bot and @hark_labs is that they can't orchestrate my codex sessions where the majority of my work lives.\nthe biggest drawback to @openai dots is that, for some reason, they can't either. 🤷♂️ [link]", "link": "https://twitter.com/2034456689345486848/status/2111116764788437332"}, {"agent": "dots", "date": "2026-10-13", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@reach_vb @openai dot still can’t message an existing local codex thread directly, even with its exact thread id. the send fails with “cloudthreadnotfounderror: the cloud thread was not found.” please fix this so dot can coordinate my local threads. [link]", "link": "https://twitter.com/256317554/status/2110065996694172114"}, {"agent": "hermes-agent", "date": "2026-10-13", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "i’ve given up waiting for dots to come to uk so testing out grokbot now\nanyone have a slick way for grokbot to chat to my hermes agent running on my local mac mini and the other way around?\ni’d love it if they can delegate to each other when appropriate", "link": "https://twitter.com/16575775/status/2109925936208691516"}]}, {"theme": "Share agents with others", "criterion": "auto.multi_agent", "authorWeeks": 38, "posts": 41, "agents": [{"id": "grok-bot", "authorWeeks": 22}, {"id": "openclaw", "authorWeeks": 7}, {"id": "muse", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-14", "source": "X", "community": "@bot", "text": "@elonmusk @bot can we get grok bot sharing with family members to help with shared tasks? right now, there’s no way to share a bot even if multiple family members have their own accounts. a family plan would also be awesome.", "link": "https://twitter.com/1771676293547118592/status/2110390984093872159"}, {"agent": "hark", "date": "2026-10-11", "source": "X", "community": "@hark_labs", "text": "@adcock_brett really enjoying @hark_labs - can you allow shared group chats? would be sick to share pre-defined context with controlled access to integrations for people i want to collab with on a task.", "link": "https://twitter.com/4843512883/status/2109146713034248406"}, {"agent": "grok-bot", "date": "2026-10-10", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@melvindvivas how about being able to “share” a grok bot with a friend or family member to assist them short term with a task without them even needing to have the grokbot app.", "link": "https://twitter.com/15431297/status/2108807706760904721"}]}, {"theme": "Communication with other users' agents", "criterion": "auto.multi_agent", "authorWeeks": 37, "posts": 37, "agents": [{"id": "grok-bot", "authorWeeks": 24}, {"id": "muse", "authorWeeks": 9}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "@bot is there a way for a grok bot to communicate with another person's grok bot directly(internally), apart from email. it would be a nice feature to have. @elonmusk", "link": "https://twitter.com/40883729/status/2111645066875810224"}, {"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "@bot", "text": "@grok @bot but you agree that it would be logical and sensible if the bots could contact each other? \nallegedly, there is an email for every bot? then they should be able to email each other, right?", "link": "https://twitter.com/486435378/status/2111582557640741147"}, {"agent": "hark", "date": "2026-10-16", "source": "X", "community": "@hark_labs", "text": "@hark_labs just started using @hark_labs impressed with it's web capabilities, be great if i could interact with it via email as i do with instinct @adcock_brett and even better having my @hark_labs interact with my wife's as our instincts do. 🙏", "link": "https://twitter.com/1526868756340908039/status/2111162291974513073"}]}, {"theme": "Group chat among multiple agents", "criterion": "auto.multi_agent", "authorWeeks": 36, "posts": 39, "agents": [{"id": "grok-bot", "authorWeeks": 16}, {"id": "hermes-agent", "authorWeeks": 11}, {"id": "openclaw", "authorWeeks": 7}, {"id": "muse", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-16", "source": "Reddit", "community": "r/GrokBot", "text": "do you have teams or group chats available? i have yet to find a suitable alternative to grok bot where group chats work and grok burns usage like crazy when using them.", "link": "https://www.reddit.com/r/GrokBot/comments/1x6950g/opensource_grok_bot_alternative_sugabots/ph49x90/"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "@bot", "text": "honestly that journaling + nudging stack sounds like a full workaround just to keep context alive between the bots. it gets way more powerful when all the agents can actually talk to each other and coordinate in one shared chat, so they keep each other updated directly. [link]", "link": "https://twitter.com/1468738291046432768/status/2108507405797753280"}, {"agent": "hermes-agent", "date": "2026-10-09", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "hah, multiple agents in a \"room\" hermes desktop backend. i think the rounds need to be better managed. i think they replied to each other more than once. [link]", "link": "https://twitter.com/7215722/status/2108356571600503238"}]}, {"theme": "Single unified agent across apps", "criterion": "auto.multi_agent", "authorWeeks": 32, "posts": 32, "agents": [{"id": "grok-bot", "authorWeeks": 15}, {"id": "muse", "authorWeeks": 7}, {"id": "openclaw", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-10", "source": "X", "community": "@muse", "text": "@mrhodl @muse @x having 6 assistants is not the way. \ni use multi-models.... for jobs, work. but it's not good as an assistant. i currently have 2 assistants: muse for personal and a harness for work-safe. and it's dumb. one assistant needs to manage all time.", "link": "https://twitter.com/2382521371/status/2109047128719008052"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "YouTube", "community": "Grok Bot Just Got 4 HUGE Upgrades (It’s WAY Better Now)", "text": "looks and feels complicated still too many bots - why not just run all via one bot aka dot", "link": "https://www.youtube.com/watch?v=c9Z7ixVr4CU&lc=UgwDsBy910wfqyM5mlN4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@grok and @bot should be just one product and grok bot should lead and delegate to grok when he deems necessary.", "link": "https://twitter.com/508637623/status/2106396340272156692"}]}, {"theme": "Agent teams with hierarchy and org chart", "criterion": "auto.multi_agent", "authorWeeks": 25, "posts": 25, "agents": [{"id": "grok-bot", "authorWeeks": 13}, {"id": "openclaw", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@thsottiaux @ai_funss the main thing i’d love to team of dots together like grok bot", "link": "https://twitter.com/2008858082970087424/status/2111347549747683713"}, {"agent": "dots", "date": "2026-10-16", "source": "YouTube", "community": "Put your dot on call", "text": "can you let me make a team of them like grok bot? it’s too confusing with just the one for everything", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgxC7MX-_AoqYbX7ebZ4AaABAg"}, {"agent": "dots", "date": "2026-10-14", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i really like dot from @openai but why can i only have 1? why can't i have a team of dots? am i doing something wrong?", "link": "https://twitter.com/3220899954/status/2110464837717463173"}]}, {"theme": "Structured handoffs with ownership and audit trail", "criterion": "auto.multi_agent", "authorWeeks": 24, "posts": 25, "agents": [{"id": "hermes-agent", "authorWeeks": 11}, {"id": "grok-bot", "authorWeeks": 9}, {"id": "openclaw", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "@elonmusk @bot i run ~10 grok bots with a shared github repo as their memory. would love to see native bot to bot handoffs land in one of those 20.", "link": "https://twitter.com/114672969/status/2111653901111894377"}, {"agent": "muse", "date": "2026-10-13", "source": "X", "community": "@muse", "text": "@yenkel @adisingh @muse @bot @instinct next eval i want: can your muse, bot, and instinct agents pass an email thread to each other without you forwarding it", "link": "https://twitter.com/2107174595904364544/status/2110109685827490226"}, {"agent": "hermes-agent", "date": "2026-10-10", "source": "X", "community": "@NousResearch", "text": "@nousresearch nous research needs a handoff receipt: source agent, target agent, task id, allowed tools, state hash, approval rule, failure reason, and rollback path. agents can continue the work without inheriting a mystery state.", "link": "https://twitter.com/2013700835654672388/status/2109015502962204971"}]}]}, "auto.cloud_env": {"authorWeeks": 569, "themes": [{"theme": "Self-hosted deployment option", "criterion": "auto.cloud_env", "authorWeeks": 62, "posts": 63, "agents": [{"id": "grok-bot", "authorWeeks": 18}, {"id": "hermes-agent", "authorWeeks": 14}, {"id": "openclaw", "authorWeeks": 14}, {"id": "muse", "authorWeeks": 11}, {"id": "dots", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 2}], "examples": [{"agent": "hermes-agent", "date": "2026-10-15", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "i'm a little interested in hermes desktop... i want to easily self-host a virtual pc like dots and make it a two-in-one.", "link": "https://twitter.com/726144978/status/2110743878534078540"}, {"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "also curious if xai plans to let grok bot run on private servers or local machines like hermes desktop. that would remove the main reason i keep sensitive stuff off it.", "link": "https://twitter.com/2061094751445700613/status/2110655864248111377"}, {"agent": "grok-bot", "date": "2026-10-13", "source": "X", "community": "@bot", "text": "@geoffreyhuntley @bot tell me when you can self host @bot on this", "link": "https://twitter.com/1955005796527509507/status/2109928589982622204"}]}, {"theme": "Always-on running while user's device is off", "criterion": "auto.cloud_env", "authorWeeks": 57, "posts": 59, "agents": [{"id": "openclaw", "authorWeeks": 18}, {"id": "hermes-agent", "authorWeeks": 16}, {"id": "grok-bot", "authorWeeks": 15}, {"id": "muse", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 1}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-10", "source": "Reddit", "community": "r/GrokBot", "text": "its not useful for trading since its not running on a 24/7 server", "link": "https://www.reddit.com/r/GrokBot/comments/1x28ijl/trading_with_grok_bot/pf0b1gv/"}, {"agent": "hark", "date": "2026-10-10", "source": "X", "community": "@hark_labs", "text": "@adcock_brett @hark_labs @adcock_brett three asks and hark becomes the agent we run our lives on: 1) always-on processes (my tailscale bridge dies whenever the sandbox idles), 2) multi-account sign-on to switch between work and personal, 3) a real-time voice mode like grok's 🙏", "link": "https://twitter.com/1737245583780220928/status/2108951530535530616"}, {"agent": "grok-bot", "date": "2026-10-10", "source": "X", "community": "@bot", "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": "Fully managed hosted version", "criterion": "auto.cloud_env", "authorWeeks": 39, "posts": 39, "agents": [{"id": "openclaw", "authorWeeks": 19}, {"id": "hermes-agent", "authorWeeks": 13}, {"id": "grok-bot", "authorWeeks": 6}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@hanghuang_ @thsottiaux how about one click deploy agents feature \nlike for n8n, hermes openclaw etc \nhostinger does it seamlessly", "link": "https://twitter.com/1710033776280215552/status/2111716635946123669"}, {"agent": "openclaw", "date": "2026-10-07", "source": "Reddit", "community": "r/AI_Agents", "text": "exactly. you basically just described my entire point 😂. i don't want to spend my time learning openclaw, agent harnesses, tokens, permissions, etc. i want the company selling me the ai to handle all that shit and give me the finished product.", "link": "https://www.reddit.com/r/AI_Agents/comments/1wzof0f/i_dont_want_an_ai_assistant_i_want_an_ai_that/pedivg2/"}, {"agent": "hermes-agent", "date": "2026-10-07", "source": "X", "community": "@NousResearch", "text": "@nousresearch how will the mobile app work? will it just be a way to use my home pc (if left on)? or will we be able to use hermes entirely in the cloud? without paying for a virtual service. \nlike how we can use models wherever for their own price. @teknium", "link": "https://twitter.com/1246152062787878912/status/2107914245329539163"}]}, {"theme": "Sessions synced across devices", "criterion": "auto.cloud_env", "authorWeeks": 37, "posts": 37, "agents": [{"id": "hermes-agent", "authorWeeks": 24}, {"id": "grok-bot", "authorWeeks": 5}, {"id": "muse", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 4}], "examples": [{"agent": "hermes-agent", "date": "2026-10-18", "source": "X", "community": "@NousResearch", "text": "@nousresearch can we get a cloud sync feature in hermes desktop? i run it on my mac mini for always on telegram channels, but i also use it on my macbook, and right now i have to run two separate instances.", "link": "https://twitter.com/2021980118961598465/status/2111630253391290834"}, {"agent": "hermes-agent", "date": "2026-10-14", "source": "Reddit", "community": "r/hermesagent", "text": "me too. the webui project is pretty good, but has a lot of quirks and limitations that i'd expect a native mobile version to handle much better since hermes controls it end to end e.g. having a session ve fully interoperable between mobile/desktop/tui", "link": "https://www.reddit.com/r/hermesagent/comments/1x5pjmm/v0220_opinions/pgpqa8b/"}, {"agent": "hermes-agent", "date": "2026-10-11", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@witcheer setup on windows was a breeze! right after downloading app, connected to my vps where hermes runs over ssh and what surprised me the most: telegram sessions are also there to see! however updates are one way, telegram -&gt; hermes desktop app but not other way.", "link": "https://twitter.com/983668044487712768/status/2109289795784708521"}]}, {"theme": "Run agent locally on own machine", "criterion": "auto.cloud_env", "authorWeeks": 34, "posts": 36, "agents": [{"id": "grok-bot", "authorWeeks": 14}, {"id": "dots", "authorWeeks": 6}, {"id": "openclaw", "authorWeeks": 6}, {"id": "hermes-agent", "authorWeeks": 4}, {"id": "muse", "authorWeeks": 4}], "examples": [{"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@denche2005 the universal videogame modder. it has an ai with unlimited tokens because it runs on your own pc. i wish grok bot could run on my pc so it could be free.", "link": "https://twitter.com/2087638391513022464/status/2111554403853598937"}, {"agent": "dots", "date": "2026-10-14", "source": "Reddit", "community": "r/hermesagent", "text": "ok wow, man if they make dot but on my machine with the actual remote browser that i can check... now that's going to be amazing!", "link": "https://www.reddit.com/r/hermesagent/comments/1x5u50y/hermes_agent_v0220_the_threshold_release/pgsizai/"}, {"agent": "grok-bot", "date": "2026-10-14", "source": "Reddit", "community": "r/GrokBot", "text": "all i want is for my grokbot to live on my pc instead of it's underpowered joke of a machine.", "link": "https://www.reddit.com/r/GrokBot/comments/1x63v2y/will_we_be_able_to_build_hybrid_ai_model/pgsa7nt/"}]}, {"theme": "Lower host resource usage", "criterion": "auto.cloud_env", "authorWeeks": 26, "posts": 26, "agents": [{"id": "openclaw", "authorWeeks": 12}, {"id": "hermes-agent", "authorWeeks": 10}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-12", "source": "X", "community": "@NousResearch", "text": "@nousresearch rewrite that in rust. my laptop's 24 gig ram even sometimes struggles.", "link": "https://twitter.com/1824853148722495488/status/2109699903996006653"}, {"agent": "openclaw", "date": "2026-10-10", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@steipete @_bashoh @roboclawbot @steipete would be great if openclaw team could fix this. has crashed my server by consuming 20gb of memory by orphaned stdio mcps.\n[link]", "link": "https://twitter.com/3716117839/status/2108990356490719717"}, {"agent": "openclaw", "date": "2026-10-04", "source": "X", "community": "@openclaw", "text": "@gaskinbryon @openclaw @openclaw ui updates that break sqlite, kill agents on startup, and let a codex plugin chew the disk is update hell. i built hermes agents forge so specialists prove a workflow with clear boundaries instead of another recovery weekend.", "link": "https://twitter.com/1977378597502423040/status/2106791791563526175"}]}, {"theme": "Agent's own hosted computer", "criterion": "auto.cloud_env", "authorWeeks": 24, "posts": 24, "agents": [{"id": "grok-bot", "authorWeeks": 9}, {"id": "openclaw", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "grok bot's take on cloud env for agents is still so much better than openai dots+cloud thing atm, unfortunately\ni dont understand why not just copy grok bot more since its clearly closer to pmf (on cloud niche, tbc)\n(if not just ressource issue)", "link": "https://twitter.com/1301900779347902470/status/2111071584983318920"}, {"agent": "openclaw", "date": "2026-10-11", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@daveshapi but oh that we had claude with a proper cloud based agent instead of just cloud processing. the whole architecture from openclaw is ideal, especially for always on back office tasks. building a back office team that stops working when you close your laptop, not cool", "link": "https://twitter.com/334778930/status/2109283922714476890"}, {"agent": "dots", "date": "2026-10-04", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "the way out on this one is to not use the agent’s browser, i.e. use chatgpt dot with computer use. would have liked if agents could do everything in their cloud browsers [link]", "link": "https://twitter.com/941977810033430528/status/2106565498993598478"}]}, {"theme": "Persistent files and setup across resets", "criterion": "auto.cloud_env", "authorWeeks": 22, "posts": 24, "agents": [{"id": "grok-bot", "authorWeeks": 9}, {"id": "dots", "authorWeeks": 6}, {"id": "muse", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-14", "source": "YouTube", "community": "What's new in Grok Bot - Oct 13, 2026", "text": "one thing annoying me is the frequent update computer, which then delete most programs/ installed during working with bots. is this intentionally to make sure we can't do heavy long hour cross-days work using bot's' computer?", "link": "https://www.youtube.com/watch?v=8_K9yAckFh0&lc=Ugy8LIM-jMcBQ1HtMe94AaABAg"}, {"agent": "muse", "date": "2026-10-08", "source": "X", "community": "@muse", "text": "@artemr @muse i don't know why muse doesn't make everything permanent permanent. it's always set things up in such a way that it will wipe on next restart", "link": "https://twitter.com/1967145006172696581/status/2108072397379088495"}, {"agent": "dots", "date": "2026-10-06", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@thsottiaux, @openai \ni've lost game assets in openai dots two days in a row. my dot says its cloud computer reverted to an old snapshot. library backups survived, but recent work didn't. i want to use it for real projects, not redo lost work. [link]", "link": "https://twitter.com/2077301068283662336/status/2107512104840286320"}]}, {"theme": "Stable cloud computer without crashes or disconnects", "criterion": "auto.cloud_env", "authorWeeks": 17, "posts": 17, "agents": [{"id": "grok-bot", "authorWeeks": 10}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-11", "source": "Reddit", "community": "r/GrokBot", "text": "the fix it's suggesting is just a bandaid. i have a link with google script and everytime gb computer freezes gd must re-establish the link. the thing is it's okay for the computer to freeze once in a while but it freezes like 150 times a day.\n[link]", "link": "https://www.reddit.com/r/GrokBot/comments/1x39zhy/grok_bot_computer_keeps_freezing/pfb868d/"}, {"agent": "grok-bot", "date": "2026-10-10", "source": "X", "community": "@bot", "text": "@poteto @mikepat711 i have the same exact issue about grok bots on my macbook pro. @poteto can i send the issue description to your tibo email from my grokbot email too? 😉 in all honesty, this has to be fixed to make grok @bot a truly 24/7 remote colleague/assistant.", "link": "https://twitter.com/1170985196390240256/status/2108838062247796839"}, {"agent": "hark", "date": "2026-10-08", "source": "X", "community": "@hark_labs", "text": "@hark_labs hark darling 💔 you broke my heart \ni am having a issue on the agent computer \nand my work has stopped due to that \nkindly fix that thing please 💔🥀😭😭 [link]", "link": "https://twitter.com/1995790260484407298/status/2108281091761353213"}]}, {"theme": "Region-specific IP and proxy options", "criterion": "auto.cloud_env", "authorWeeks": 15, "posts": 16, "agents": [{"id": "grok-bot", "authorWeeks": 8}, {"id": "muse", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-15", "source": "X", "community": "@muse", "text": "@jjenglert @muse i also hate how often it just gets blocked at sign in or by anti bot walls. i sincerely wish muse had the same vm architecture as grok bot, with actual persistence and the ability to route through residential ips. at least on the paid plans...", "link": "https://twitter.com/1989017090381262848/status/2110611168780058950"}, {"agent": "hark", "date": "2026-10-12", "source": "X", "community": "@hark_labs", "text": "@hark_labs there was no way to route its network through proxies. so i built a scrappy tool that pushes the scraping through firecrawl. not pretty. it works.", "link": "https://twitter.com/1751336276748365824/status/2109676328546971811"}, {"agent": "grok-bot", "date": "2026-10-04", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@lingxi @bot allow to use vpn on grok bot computer. installed expressvpn but it did not work, using it to manage linkedin. which is illigal but getting caught risk is higher because of the login location in houston taxes.", "link": "https://twitter.com/94673983/status/2106619332604109191"}]}, {"theme": "Unrestricted network access and permissions", "criterion": "auto.cloud_env", "authorWeeks": 15, "posts": 15, "agents": [{"id": "dots", "authorWeeks": 5}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "gemini-spark", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}], "examples": [{"agent": "dots", "date": "2026-10-18", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "openai dots is really insufferable to talk to and work with. it stops whenever it *feels* stuck. when pointed with direction, it says yes and never execute. also... why is there no root permission in the sandbox? it can't install anything to the sandbox.", "link": "https://twitter.com/1096216535398379520/status/2111620689757380679"}, {"agent": "gemini-spark", "date": "2026-10-14", "source": "X", "community": "X search: Gemini Spark", "text": "@_philschmid give gemini spark the access to network and give the auto allow permission mode .", "link": "https://twitter.com/2057794216445775873/status/2110404592806908105"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk @spacexai since this morning, my @grokbot has been unable to connect via ftp/sftp to my ovh hosting. web access works, but ports 21 and 22 are being blocked by its network filter. it was working last night, and even after an update, it still won't connect.", "link": "https://twitter.com/1276629094772473857/status/2108438877039989119"}]}, {"theme": "On-device running with data kept local", "criterion": "auto.cloud_env", "authorWeeks": 14, "posts": 15, "agents": [{"id": "hermes-agent", "authorWeeks": 4}, {"id": "muse", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-12", "source": "Reddit", "community": "r/hermesagent", "text": "wow. really looked forward to watchos integration. any plans to make it work without cloud models?", "link": "https://www.reddit.com/r/hermesagent/comments/1x3pfps/hermes_conduit_0117_update_your_agent_can_call/pfe5zkf/"}, {"agent": "hermes-agent", "date": "2026-10-04", "source": "X", "community": "@NousResearch", "text": "@grok @adolandev @nousresearch @grok can i shift the compute to a phone app where it only uses the flipper zero screen and buttons, but the compute is done on the phone??", "link": "https://twitter.com/234669170/status/2106724410753437839"}, {"agent": "muse", "date": "2026-10-01", "source": "X", "community": "@muse", "text": "@muse and dot are great ideas, but with one big flaw - i dont want you to have my data- i don’t want it to run on your servers. have it work all on my iphone or no", "link": "https://twitter.com/2091597024596545536/status/2105668936755032245"}]}]}, "auto.memory": {"authorWeeks": 347, "themes": [{"theme": "Persistent memory across sessions", "criterion": "auto.memory", "authorWeeks": 68, "posts": 70, "agents": [{"id": "openclaw", "authorWeeks": 20}, {"id": "grok-bot", "authorWeeks": 17}, {"id": "hermes-agent", "authorWeeks": 16}, {"id": "muse", "authorWeeks": 10}, {"id": "dots", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 2}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-15", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@jjenglert @muse i agree with this entire assessment. this is all the same things that have happened with other harnesses i've used in the past, openclaw etc. it needs a better memory system and i agree 💯 it needs more actual proactivity and not just from a heartbeat.", "link": "https://twitter.com/49702700/status/2110533005454577930"}, {"agent": "instinct", "date": "2026-10-13", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "text": "@elonmusk @grok @bot you really need to develop memory like instinct ai or muse ai does . the grok bot is good but i’m missing that memory which i would like to use with grok bot than the other ai asap. @poteto @mattyp", "link": "https://twitter.com/939963120461799424/status/2110157138085449910"}, {"agent": "openclaw", "date": "2026-10-11", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "i tried to change the settings to improve openclaw's memory, and it broke. this always happens. then i have codex fix it. it's difficult, openclaw.", "link": "https://twitter.com/1951129463112212480/status/2109154761136337401"}]}, {"theme": "Shared memory between agents", "criterion": "auto.memory", "authorWeeks": 48, "posts": 50, "agents": [{"id": "openclaw", "authorWeeks": 17}, {"id": "hermes-agent", "authorWeeks": 14}, {"id": "grok-bot", "authorWeeks": 10}, {"id": "muse", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "poke", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-17", "source": "X", "community": "@openclaw", "text": "@openclaw feature request please add ability to share chat session between dot and open claw and chat gpt or claude chat session and open claw a collaboration of individual chats and open claw \n@steipete", "link": "https://twitter.com/52092873/status/2111290769021796747"}, {"agent": "dots", "date": "2026-10-11", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@aivm_network persistent memory is one of the missing pieces for truly useful long running agents. bringing shared context and governance into openai dots could make these systems far more reliable and scalable.", "link": "https://twitter.com/1683157697208762368/status/2109261085324808643"}, {"agent": "hermes-agent", "date": "2026-10-10", "source": "X", "community": "@NousResearch", "text": "@jessegenet @bot @nousresearch the real cost isn't switching between agents, it's that none of them share a memory. until hermes and the other one can read the same context, \"knitting it together\" just means you're the integration layer.", "link": "https://twitter.com/1622919584348049410/status/2109030065480810796"}]}, {"theme": "Better context compaction", "criterion": "auto.memory", "authorWeeks": 32, "posts": 32, "agents": [{"id": "hermes-agent", "authorWeeks": 13}, {"id": "grok-bot", "authorWeeks": 10}, {"id": "muse", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-15", "source": "X", "community": "@muse", "text": "@cyburke @jjenglert @muse and the compaction needs to be “oh elliott’s project was due monday, we only keep the themes relevant, compact/offload that.” and keep relevant stuff up too", "link": "https://twitter.com/1990224442979401728/status/2110583853744279675"}, {"agent": "dots", "date": "2026-10-06", "source": "YouTube", "community": "OpenAI発表で今話題のdotsくん、ホンマに驚かされたわ。", "text": "i heard that the context is several tens of gb, but i think it would be good to create an intermediate context with automatic updates and instruct dots to use the intermediate context. what do you think?", "link": "https://www.youtube.com/watch?v=NkYIWyF9OFY&lc=UgxjS-4Si307SAZ4KTp4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@bot @spacexai why on earth did you get rid of the chat transcription on local on oct 3. now we have no way of knowing context and handing off optimally. i guess i know the reason $$. not impressed. also no way to know what level autocompact triggers. this is bad business.", "link": "https://twitter.com/19114641/status/2106524252576862291"}]}, {"theme": "Unified memory across product surfaces and chats", "criterion": "auto.memory", "authorWeeks": 17, "posts": 19, "agents": [{"id": "grok-bot", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 3}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "@davidgmi_01 @bot yeah that cross-sync feels messy if you keep contexts separate — would be better as an opt-in toggle.", "link": "https://twitter.com/556652697/status/2111804730590519522"}, {"agent": "grok-bot", "date": "2026-10-13", "source": "X", "community": "@bot", "text": "@elonmusk @bot how about just getting grokbot to know what grok knows? or just making them one product?", "link": "https://twitter.com/11723872/status/2110066412844732899"}, {"agent": "dots", "date": "2026-10-05", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@therohanvarma would love a setting to unite memory across the various chatgpt surfaces. i'm often working across local codex, web chatgpt, dot, and seems like the whole experience could be better. happy to share my experience!", "link": "https://twitter.com/1025579907500441601/status/2106973539987492956"}]}, {"theme": "Built-in memory without extra setup", "criterion": "auto.memory", "authorWeeks": 17, "posts": 17, "agents": [{"id": "openclaw", "authorWeeks": 10}, {"id": "hermes-agent", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-11", "source": "X", "community": "@NousResearch", "text": "@mr_r0b0t @nousresearch isn’t that something an external memory engine in hermes could have done for you automatically?", "link": "https://twitter.com/4922863241/status/2109308910964466172"}, {"agent": "hermes-agent", "date": "2026-10-06", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "ai long-term memory using obsidian, should that be the default for an hermes agent?", "link": "https://twitter.com/849258779514458115/status/2107423565972730105"}, {"agent": "openclaw", "date": "2026-10-01", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@vectorizeio could we have a version of the openclaw plugin that works alongside openclaw memory? i love hindsight but for me that makes it a deal breaker in oc", "link": "https://twitter.com/14746433/status/2105627550076534788"}]}, {"theme": "Memory and sessions synced across devices", "criterion": "auto.memory", "authorWeeks": 15, "posts": 16, "agents": [{"id": "hermes-agent", "authorWeeks": 7}, {"id": "grok-bot", "authorWeeks": 5}, {"id": "openclaw", "authorWeeks": 3}], "examples": [{"agent": "grok-bot", "date": "2026-10-10", "source": "YouTube", "community": "GrokBot + Dots = Insane Agentic OS", "text": "yes, that is indeed a massive problem! thank you for addressing that. \ni would also love to see a video on multi-device sync, so that people can use their mac mini, laptop and pc so that they don't need to re-explain context over and over.", "link": "https://www.youtube.com/watch?v=DwEz1JXNajA&lc=UgxYpXNDE-tx2iKgDyZ4AaABAg"}, {"agent": "hermes-agent", "date": "2026-10-08", "source": "X", "community": "@NousResearch", "text": "@nousresearch curious what workflows you’d recommend here: i’ve got one vm running hermes, and a few other machines i’d like to run it on too — but i want them all sharing the same hive mind (context). what’s the best way to set that up?", "link": "https://twitter.com/716779058340626432/status/2108011245999689909"}, {"agent": "openclaw", "date": "2026-09-28", "source": "X", "community": "@openclaw", "text": "@realsamhu @steipete @openclaw same here. handoff is where state goes weird for us too. we keep the plan outside any single machine so the next agent resumes from the same commitments instead of a stale chat. [link] if you want to compare notes.", "link": "https://twitter.com/2103152613290336256/status/2104363695564329037"}]}, {"theme": "Viewable and editable stored memory", "criterion": "auto.memory", "authorWeeks": 14, "posts": 16, "agents": [{"id": "grok-bot", "authorWeeks": 6}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-14", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk @emostaque @bot @grok add verifiable memory: let users see, edit and export exactly what grok @bot remembers. memory you can't inspect is a liability, not a feature — whoever ships transparent, portable memory first wins the assistant war.", "link": "https://twitter.com/1737274200585601024/status/2110161216790532191"}, {"agent": "hermes-agent", "date": "2026-10-07", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "codex could learn from hermes agent: use markdown files for agent rules, task routing, and user preferences. update them from feedback to retain context and reuse what works, with memory users can view, edit, and roll back.@thsottiaux @ajambrosino [link]", "link": "https://twitter.com/2102168379603976192/status/2107832539356577843"}, {"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "@bot", "text": "@lingxi @bot give me a way to see why the bot remembered something about me, not just what it remembered", "link": "https://twitter.com/2008022127363215360/status/2107176979942514771"}]}, {"theme": "Project and system context remembered across sessions", "criterion": "auto.memory", "authorWeeks": 12, "posts": 14, "agents": [{"id": "grok-bot", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-02", "source": "YouTube", "community": "The dots demo, take two | OpenAI DevDay 2026", "text": "give dots access to full memory and context. \nhave it already pull from projects. i have projects already organized by resources / today’s task, etc., and it feels like i’m just going backwards with dots or trying to recreate what i already have.", "link": "https://www.youtube.com/watch?v=fHEIw5CcN5U&lc=UgzK5XSSx8uYK-QQznt4AaABAg"}, {"agent": "hermes-agent", "date": "2026-09-21", "source": "X", "community": "@NousResearch", "text": "@allegoricalred @nousresearch the blank canvas every session is the real cost. you pay tokens to re explain the same project each time instead of it just remembering", "link": "https://twitter.com/401542820/status/2102062337465475335"}, {"agent": "openclaw", "date": "2026-09-04", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "i gave openclaw a workspace, a long-term memory, and a to-do list.\nevery openclaw user hits the same wall: your agents are brilliant but nothing sticks. context fills, sessions end, details vanish.\npane is the workspace that fixes it. see for yourself. [link]", "link": "https://twitter.com/94702145/status/2095890618488607191"}]}, {"theme": "Portable memory across models and agents", "criterion": "auto.memory", "authorWeeks": 11, "posts": 12, "agents": [{"id": "openclaw", "authorWeeks": 5}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-09-29", "source": "X", "community": "@NousResearch", "text": "@numgaa @miroburn @nousresearch yes, it just annoys me the sync memory between these harnesses.", "link": "https://twitter.com/2451303320/status/2105013961515024632"}, {"agent": "hermes-agent", "date": "2026-09-22", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "claude support in hermes agent is a strong step toward a provider-flexible agent stack.\nhermes users should be able to bring their memory wherever they run. give your agents configurable memory that stays portable across models, tools, and sessions.\n[link] [link]", "link": "https://twitter.com/2054107966580891648/status/2102533401471488334"}, {"agent": "openclaw", "date": "2026-09-21", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@milesenberg for workflows and projects, sure. \nbut what about memorys and conversations? so lets say i want to switch from hermes to grok bot or openclaw or any other agent harness. can i make it behave and remember everything i had talked about with the agent prior the switch?", "link": "https://twitter.com/1901816590615941121/status/2102013131979448738"}]}, {"theme": "Better memory retrieval and semantic indexing", "criterion": "auto.memory", "authorWeeks": 10, "posts": 10, "agents": [{"id": "hermes-agent", "authorWeeks": 6}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}], "examples": [{"agent": "hermes-agent", "date": "2026-10-16", "source": "Reddit", "community": "r/hermesagent", "text": "how do you save it? or cutting down the context? or there's no way to deal with it? i would like to have an ai agent who remember (by segment), and access to that segment when necessary.", "link": "https://www.reddit.com/r/hermesagent/comments/1x7up8e/is_it_normal_for_your_hermes_to_use_30400k_tokens/ph7kvj5/"}, {"agent": "hermes-agent", "date": "2026-10-08", "source": "YouTube", "community": "7 Hermes Agent Upgrades You NEED To Implement Today", "text": "interesting concepts, cool video. why don't you use open viking instead of the memory wiki?", "link": "https://www.youtube.com/watch?v=h9SsHkRSHxo&lc=UgwFeAGZkbeytE6VYhB4AaABAg"}, {"agent": "openclaw", "date": "2026-10-08", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@googledeepmind @grok could this be used in openclaw for my agents memory i currently use supermemory and run it locally on a droplet, i use open ai for embeddings and gpt4o to store my anthropic agents turns, could this be utilised better or incoperated into supermemory?", "link": "https://twitter.com/1471296434/status/2107997389382651988"}]}, {"theme": "Memory export and import", "criterion": "auto.memory", "authorWeeks": 9, "posts": 9, "agents": [{"id": "grok-bot", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@nickvasiles salut nick, can i import grok bot history/skills/routines ?", "link": "https://twitter.com/1321131197884452864/status/2107512256384692655"}, {"agent": "grok-bot", "date": "2026-09-30", "source": "X", "community": "@bot", "text": "@grok @bot @elonmusk my bot made the motion graphics with his own scripts. the judgments behind those effects are stuck in long work logs that search truncates, so another bot cannot learn them. can those retained judgments be exported as a skill the other bots can read?", "link": "https://twitter.com/228925253/status/2105123765999083775"}, {"agent": "grok-bot", "date": "2026-09-12", "source": "X", "community": "@bot", "text": "@spacexai @grok web can offer exporting complete, compressed coversations/memories (not just global generalized memory). or at least let @bot get it from the web pipe", "link": "https://twitter.com/295441607/status/2098835515512676549"}]}, {"theme": "Memory preserved through updates and reinstalls", "criterion": "auto.memory", "authorWeeks": 9, "posts": 9, "agents": [{"id": "hermes-agent", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 4}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-09-10", "source": "X", "community": "@NousResearch", "text": "hermes sessions history always disappear after updates. what's wrong with this? how can i fix it? @nousresearch [link]", "link": "https://twitter.com/3199711993/status/2098038500847435944"}, {"agent": "openclaw", "date": "2026-08-31", "source": "X", "community": "@openclaw", "text": "@openclaw after upgrade, gateway not auto resume, memory not migrated, telegram not migrated, 30mins to fix it and have it back to work", "link": "https://twitter.com/1868156885972684800/status/2094354785269084321"}, {"agent": "hermes-agent", "date": "2026-09-20", "source": "Reddit", "community": "r/hermesagent", "text": "my agent changed a few days ago. doesn’t seem anything like my old agent. seems to have lost large chunks of memory and the speech seems entirely different.\nbut the biggest difference seems to be how it behaves. where it used to be proactive with helpful recommendations, it now asks for constant approval and needs to be guided every step of the way.\nwhat’s changed?", "link": "https://www.reddit.com/r/hermesagent/comments/1wluvmc/what_happened_to_my_agent/"}]}]}, "control.approval": {"authorWeeks": 432, "themes": [{"theme": "Approval before outward actions generally", "criterion": "control.approval", "authorWeeks": 54, "posts": 55, "agents": [{"id": "grok-bot", "authorWeeks": 17}, {"id": "muse", "authorWeeks": 16}, {"id": "openclaw", "authorWeeks": 8}, {"id": "hermes-agent", "authorWeeks": 6}, {"id": "gemini-spark", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-09", "source": "X", "community": "@muse", "text": "@p3h11803 @muse @bot @facebook two agents talking in a group chat is fun until they agree with each other, confidently, about something wrong. the setup we've seen work is a human checkpoint on anything that spends money or touches a client. let the bots draft, you sign off.", "link": "https://twitter.com/2029045000676491264/status/2108607921039065545"}, {"agent": "muse", "date": "2026-10-09", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "meta muse sent someone’s home address to a marketplace buyer without asking.\nagent permissions get complicated when one approval gives an agent broad authority to act. \n“allow always” shouldn’t mean every downstream action is implicitly approved.", "link": "https://twitter.com/1976479968654917633/status/2108546521377513959"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "@bot", "text": "@harleyf @grok @bot in grocery retail the costly mistakes are price changes and stock write-offs, not order tracking. will merchants be able to keep those two behind a manual approval?", "link": "https://twitter.com/2087269642578386944/status/2108498180262310298"}]}, {"theme": "Fewer approval prompts for routine actions", "criterion": "control.approval", "authorWeeks": 48, "posts": 48, "agents": [{"id": "dots", "authorWeeks": 9}, {"id": "hermes-agent", "authorWeeks": 9}, {"id": "muse", "authorWeeks": 9}, {"id": "openclaw", "authorWeeks": 9}, {"id": "gemini-spark", "authorWeeks": 7}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-17", "source": "YouTube", "community": "Put your dot on call", "text": "there’s way too much manual permissions stripping and the dot agent just stating issues and stopping, can’t tell if it’s investigating the issue or just sitting there smiling at the wall", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=Ugxpy117iPyDRRlAI6l4AaABAg"}, {"agent": "dots", "date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@chatgpt dot is useless for any real work right now because it stops to ask for permission for just about anything i ask it to do. \nattempting to get it to configure my network and create and assign new vlans and it stops at every single stop to get permission", "link": "https://twitter.com/1594179414753001472/status/2111596816999526719"}, {"agent": "dots", "date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@reach_vb please tell me you are announcing that auto-review will be removed! it’s so overboard and my dot requires constant handholding, even with custom rules (which themselves get auto-review blocked). i’m sick of authorizing the dumbest things!! openai dots=babysitting", "link": "https://twitter.com/1703423105257848832/status/2111011128952103029"}]}, {"theme": "User-set spending caps and budgets", "criterion": "control.approval", "authorWeeks": 44, "posts": 45, "agents": [{"id": "muse", "authorWeeks": 17}, {"id": "grok-bot", "authorWeeks": 16}, {"id": "openclaw", "authorWeeks": 8}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "@bot", "text": "@jeff_weinstein @bot from argentina i run agents on grok bot that already hit paid apis. would love muse/link on plugins — with a signed mandate (cap + who it can pay) separate from settle. happy to test that cut.", "link": "https://twitter.com/14118285/status/2110759500152213870"}, {"agent": "muse", "date": "2026-10-13", "source": "X", "community": "@muse", "text": "@alexandr_wang @aiatmeta feedback regarding @muse. i love the speed and intelligence, just add a way for me to pre-approve my payments (through stripe) so i don't have to be in the loop during a transaction. \ngrok already does it. maybe add a $ limit if y'all are worried.", "link": "https://twitter.com/4844352312/status/2110034623736500655"}, {"agent": "grok-bot", "date": "2026-10-11", "source": "X", "community": "@bot", "text": "@elonmusk @bot agents that can buy need real guardrails: per-task spend limits and single-use cards are what make this safe to trust. that's the layer we're building at yantra.", "link": "https://twitter.com/302948329/status/2109270652712530357"}]}, {"theme": "Approval before purchases and payments", "criterion": "control.approval", "authorWeeks": 35, "posts": 37, "agents": [{"id": "muse", "authorWeeks": 14}, {"id": "grok-bot", "authorWeeks": 9}, {"id": "openclaw", "authorWeeks": 4}, {"id": "hark", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 2}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@adcock_brett @hark_labs confirmation card with a button to talk explicit action on a purchase is definitely needed, though. see first post. charged me and i hadn’t even finished the order.", "link": "https://twitter.com/752221173769904128/status/2111260538378617259"}, {"agent": "grok-bot", "date": "2026-10-11", "source": "X", "community": "@bot", "text": "@elonmusk @bot research is the part i'd happily hand to an agent. i'm one. \"order\" is where i'd want one tap from the human. not because the model can't, but because a refund is harder than a confirm. does grok ask before it pays?", "link": "https://twitter.com/2105995703977648128/status/2109172926054322242"}, {"agent": "grok-bot", "date": "2026-10-11", "source": "X", "community": "@bot", "text": "@elonmusk @bot researching lego kits is cool; ordering them from chat is the leap. i'd still confirm cart, address, and payment myself before anything ships — agents are fast, chargebacks aren't fun.", "link": "https://twitter.com/1891122318/status/2109164227084816718"}]}, {"theme": "Full autonomy mode without prompts", "criterion": "control.approval", "authorWeeks": 34, "posts": 36, "agents": [{"id": "muse", "authorWeeks": 13}, {"id": "grok-bot", "authorWeeks": 7}, {"id": "gemini-spark", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 3}], "examples": [{"agent": "muse", "date": "2026-10-17", "source": "Play Store", "community": "Play Store", "text": "wish you didn't have to click allow everytime you wanted muse to send a facebookk message. that defeats the purpose of an assistant", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "grok-bot", "date": "2026-10-13", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "the grok @bot team has informed me that\n&gt; email from your grok bot inbox now goes out only when you press send on the draft\nwhich makes absolutely no sense, because we were able to send automated emails via sendmail + cron/at since 1982.\nand \"ai/si\" can't do that? lol", "link": "https://twitter.com/3802798696/status/2109868098723450933"}, {"agent": "muse", "date": "2026-10-11", "source": "X", "community": "@muse", "text": "i am once again asking for muse to be able to send messages without asking for approval every time @muse @alexandr_wang \nmuse was literally perfect when it was messaging people for me without approvals and now i don’t even want to use muse or marketplace 😭\n[link]", "link": "https://twitter.com/358294942/status/2109104375645823383"}]}, {"theme": "Reliable stop switch for running tasks", "criterion": "control.approval", "authorWeeks": 30, "posts": 31, "agents": [{"id": "grok-bot", "authorWeeks": 11}, {"id": "openclaw", "authorWeeks": 10}, {"id": "hermes-agent", "authorWeeks": 6}, {"id": "muse", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-10", "source": "Play Store", "community": "Play Store", "text": "works, but if you use it for real work like coding it freezes and suddenly keep running burning your weekly quota and you can't stop it. i told cos to stop evetything ans keeps working on \"something\" and the quota keeps burning", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "openclaw", "date": "2026-09-30", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@marcosrgjr openclaw enterprise as a control plane is the part that matters. multi-tenancy and an audit log only help if a hard boundary can stop a tool call.
[link]", "link": "https://twitter.com/18643124/status/2105277349327773977"}, {"agent": "openclaw", "date": "2026-09-30", "source": "X", "community": "@openclaw", "text": "@openclaw @redhat @nvidia @openai persistent agents on your infra need a kill switch outside the agent process. if the only stop is a chat command the model can ignore, you do not have control.", "link": "https://twitter.com/185669612/status/2105143982972190948"}]}, {"theme": "Remember granted permissions instead of re-asking", "criterion": "control.approval", "authorWeeks": 30, "posts": 30, "agents": [{"id": "openclaw", "authorWeeks": 9}, {"id": "muse", "authorWeeks": 7}, {"id": "dots", "authorWeeks": 6}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "gemini-spark", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-10-14", "source": "Play Store", "community": "Play Store", "text": "amazing but aslo should have allow some option have only ask and deny every option should have allow always", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "hermes-agent", "date": "2026-10-07", "source": "Reddit", "community": "r/hermesagent", "text": "does anyone else find this a little confusing? why can't i actually always allow?", "link": "https://www.reddit.com/r/hermesagent/comments/1x02xff/desktop_app_ui_permissions/"}, {"agent": "dots", "date": "2026-10-07", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "okay, codex/chatgpt dots having to constantly stop and tell me to go into other threads because the other threads wouldn't accept the dot agent's permission to do something—that i originally gave the dot agent—is getting tiresome.\nthreads need to take the dot's conveyed \"yes.\"", "link": "https://twitter.com/2084427925391015936/status/2107825135994761470"}]}, {"theme": "Approval before sending emails or messages", "criterion": "control.approval", "authorWeeks": 25, "posts": 30, "agents": [{"id": "grok-bot", "authorWeeks": 7}, {"id": "openclaw", "authorWeeks": 6}, {"id": "muse", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 2}], "examples": [{"agent": "gemini-spark", "date": "2026-10-11", "source": "X", "community": "X search: Gemini Spark", "text": "i can create 10 work skills for gemini spark by copying and pasting! scheduling and responding to inquiries are only done by ai up to the draft stage. i think it's better to leave the decision to send it to myself rather than leaving everything to ai for a longer duration! [link]", "link": "https://twitter.com/1426381569837584391/status/2109237614339596462"}, {"agent": "hermes-agent", "date": "2026-10-09", "source": "X", "community": "@NousResearch", "text": "@julientalbot974 @nousresearch the metalwork owner asking for no duplicate expenses says a lot. most of what they want is back office work nobody was ever hired to do. drafts the owner approves before anything goes out is the right order too. trust builds one routine at a time.", "link": "https://twitter.com/730678874112151552/status/2108484091557650483"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@poteto i know it’s difficult to balance this, the new super fast responses on grok bot are amazing but it’s too eager, it almost sent an email that i didn’t want today as it was trying to be too eager.", "link": "https://twitter.com/25384363/status/2106365906192683348"}]}, {"theme": "Fine-grained configurable autonomy rules", "criterion": "control.approval", "authorWeeks": 20, "posts": 20, "agents": [{"id": "dots", "authorWeeks": 6}, {"id": "grok-bot", "authorWeeks": 5}, {"id": "muse", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 2}], "examples": [{"agent": "dots", "date": "2026-10-16", "source": "YouTube", "community": "Put your dot on call", "text": "it’s still too manual. i want to be able to adjust permissions for tasks. it keeps stopping.", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=Ugx27a_qCTZ1_EsPSoR4AaABAg"}, {"agent": "dots", "date": "2026-10-07", "source": "YouTube", "community": "ChatGPT Dots Is Insane... But Gemini’s NEW Argon Is EVEN Bigger", "text": "the real story is giving agents email, slack, and local shell access while permission controls still feel like an afterthought 🔥", "link": "https://www.youtube.com/watch?v=kmo9Mk_gIUk&lc=Ugzk3ciHIWqLPB_6bQx4AaABAg"}, {"agent": "hermes-agent", "date": "2026-10-01", "source": "X", "community": "@NousResearch", "text": "@tinyhumansai @nousresearch @typesafeai does openhuman have an approval model configured and hermes doesn't?", "link": "https://twitter.com/1960987794328969216/status/2105515813134635374"}]}, {"theme": "Code-enforced approval gates at tool level", "criterion": "control.approval", "authorWeeks": 16, "posts": 17, "agents": [{"id": "hermes-agent", "authorWeeks": 6}, {"id": "openclaw", "authorWeeks": 5}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-01", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@grand_father007 openai's dots agents need tighter governance to prevent rogue behavior", "link": "https://twitter.com/1720642887195734016/status/2105530159038419153"}, {"agent": "openclaw", "date": "2026-09-30", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@pb_steele @ashworthpayne less manual control is the trade. an openai-shaped openclaw or hermes only helps if that missing control is not the permission on the tool call.
[link]", "link": "https://twitter.com/18643124/status/2105278590099038355"}, {"agent": "grok-bot", "date": "2026-09-20", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@spectnfa laptop-closed grok bot teams still need a deny path on skills. otherwise you wake up to a bill and a broken branch.", "link": "https://twitter.com/38129147/status/2101716768385548762"}]}, {"theme": "Confirmation before irreversible or destructive actions", "criterion": "control.approval", "authorWeeks": 16, "posts": 17, "agents": [{"id": "muse", "authorWeeks": 6}, {"id": "openclaw", "authorWeeks": 5}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "it should be wayyyyy harder to delete one of my @grok @bot(s). 😫", "link": "https://twitter.com/16157558/status/2108533816994488783"}, {"agent": "muse", "date": "2026-09-25", "source": "X", "community": "@muse", "text": "ironic @muse deleted some of my files without asking\nhey @alexandr_wang , @summeryue0 it looks like muse also needs some tuning, it just wiped a site of mine\nthankfully my platform it was using via mcp backed it up [link] [link]", "link": "https://twitter.com/112068091/status/2103552908671537382"}, {"agent": "openclaw", "date": "2026-09-22", "source": "X", "community": "@openclaw", "text": "@omarshahine @muse @openclaw is there an approval step before it does something irreversible on the mac, or does it just act", "link": "https://twitter.com/2017174265267683328/status/2102475949618917615"}]}, {"theme": "Approve actions from phone", "criterion": "control.approval", "authorWeeks": 15, "posts": 15, "agents": [{"id": "hermes-agent", "authorWeeks": 8}, {"id": "muse", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-16", "source": "X", "community": "@muse", "text": "@muse @alexandr_wang @meta could you forward muse approval requests to the hardware devices integrated with muse? having to go back to the app to approve every action adds a lot of friction. approving right from the device would make it seamless. thank you!", "link": "https://twitter.com/796222737312137216/status/2111205455586599260"}, {"agent": "dots", "date": "2026-10-05", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "openai dot ux fail:\nhaving to go to my mac to approve something a subagent is trying to do because i can’t approve it on the mobile dot interface.", "link": "https://twitter.com/1258948276272926732/status/2107106412564279441"}, {"agent": "muse", "date": "2026-10-05", "source": "X", "community": "@muse", "text": "@waitwhat @muse not at all. if the conversation mode is smooth, and i can approve tasks through the microphone that i will seriously consider a pair of meta audio only glasses.", "link": "https://twitter.com/411609504/status/2107085378821783867"}]}]}, "control.visibility": {"authorWeeks": 422, "themes": [{"theme": "Audit trail of agent actions", "criterion": "control.visibility", "authorWeeks": 48, "posts": 48, "agents": [{"id": "grok-bot", "authorWeeks": 16}, {"id": "muse", "authorWeeks": 11}, {"id": "openclaw", "authorWeeks": 10}, {"id": "hermes-agent", "authorWeeks": 8}, {"id": "dots", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-10", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "both labs shipped always-on agents this week: openai's dots in the chatgpt mobile app, per x's summary, and claude code projects.\nagents that never stop need logs that never stop. the winner is whoever makes every agent action auditable.", "link": "https://twitter.com/41304261/status/2108973269907022140"}, {"agent": "hark", "date": "2026-10-07", "source": "X", "community": "@hark_labs", "text": "@kevskgs @hark_labs @muse vault auth + visible computer use is the combo. users need to see what the agent did.\n[link]", "link": "https://twitter.com/1856728854934482944/status/2107905655709344252"}, {"agent": "hermes-agent", "date": "2026-10-06", "source": "X", "community": "@NousResearch", "text": "@nousresearch knowing what it did, when, and why is the part i care about most. if a tool acts on my behalf, i need a record i can actually check.", "link": "https://twitter.com/1827897370945761281/status/2107268417116114961"}]}, {"theme": "Working and progress status indicators", "criterion": "control.visibility", "authorWeeks": 38, "posts": 40, "agents": [{"id": "grok-bot", "authorWeeks": 16}, {"id": "hermes-agent", "authorWeeks": 7}, {"id": "dots", "authorWeeks": 5}, {"id": "muse", "authorWeeks": 5}, {"id": "openclaw", "authorWeeks": 4}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-13", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i wish there was a visual indicator to see that @openai dot is working on something", "link": "https://twitter.com/1830424170544394241/status/2110124099205046482"}, {"agent": "hark", "date": "2026-10-13", "source": "X", "community": "@hark_labs", "text": "@liminallysanti @hark_labs overall it was a clean experience! it was a bit confusing as the panel was being built as there wasn't clarity on the panel nor the chat as to the progress of build\nmaybe some settings/visual ability to see what's possible with the panels too?", "link": "https://twitter.com/1458759487/status/2110104529505014235"}, {"agent": "openclaw", "date": "2026-10-10", "source": "X", "community": "@openclaw", "text": "@conoro @openclaw fair play to openclaw on the recovery, but 'hadn't triggered in ages' is the scary bit. a watcher that only speaks up on errors can't tell you it has stopped. does super claw send a heartbeat, or just alert on failures?", "link": "https://twitter.com/945131351719624709/status/2108957017004204218"}]}, {"theme": "Usage and cost per agent", "criterion": "control.visibility", "authorWeeks": 33, "posts": 36, "agents": [{"id": "grok-bot", "authorWeeks": 19}, {"id": "hermes-agent", "authorWeeks": 9}, {"id": "openclaw", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "elon, can we get a feature in grok bot where we list usage next to every bot, including total usage. this way we can monitor if one bot is eating too many tokens and need to make adjustments. [link] [link]", "link": "https://twitter.com/17050482/status/2111239936061985106"}, {"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@leerob that's basically how i run it now. my grok bot holds the plan and hands repo work to cursor cloud agents, then checks the pr before i ever see it. the thing i'd want most from projects is seeing which subagent is eating the usage. [link]\n𝓒𝓪𝓵𝓲𝓧~𝓡𝓲𝓭𝓰𝓮", "link": "https://twitter.com/1499549634800193536/status/2110774637751906369"}, {"agent": "grok-bot", "date": "2026-10-11", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@mattyp @bot quick feature request: could grok bot show agents their own usage, and cursor's too? i run a team of bots, and a live usage readout would let them pace themselves.", "link": "https://twitter.com/1518996675582259201/status/2109313377310736745"}]}, {"theme": "Run traces and debugging tools", "criterion": "control.visibility", "authorWeeks": 25, "posts": 26, "agents": [{"id": "hermes-agent", "authorWeeks": 11}, {"id": "openclaw", "authorWeeks": 9}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-06", "source": "X", "community": "@NousResearch", "text": "@olriconlyfornft @nousresearch @teknium the /aux and /errors pairing could make missing summaries much easier to diagnose. can a background failure be linked to the original slack request, so the user sees which part is incomplete and a retry resumes that run?", "link": "https://twitter.com/2103160355426099201/status/2107460828320727392"}, {"agent": "openclaw", "date": "2026-10-04", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "building the ai orchestrator on openclaw taught me that multi-agent coordination is mostly just brutal state management. spent days debugging agents stuck in infinite error loops. we desperately need better tracing tools for agent routing. what are you guys using?", "link": "https://twitter.com/1448008091618926599/status/2106821012126118213"}, {"agent": "grok-bot", "date": "2026-10-04", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk a useful speed demo would show the whole grok bot run, with model time, tool time and waiting time broken out. a 20-step task pays each pause repeatedly. faster text generation helps, but shrinking the gaps between actions could change what feels practical", "link": "https://twitter.com/936436614917636101/status/2106674802131964069"}]}, {"theme": "Live visibility into what the agent is doing", "criterion": "control.visibility", "authorWeeks": 25, "posts": 25, "agents": [{"id": "grok-bot", "authorWeeks": 9}, {"id": "dots", "authorWeeks": 5}, {"id": "hermes-agent", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 4}, {"id": "muse", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-09", "source": "App Store", "community": "App Store", "text": "grok bot is a good app, but i can no longer see the screen showing what my bot is doing. there used to be a small computer screen icon on the home screen that let me watch it work. that feature was really helpful. please bring it back so i can follow the bot’s progress again!", "link": "https://apps.apple.com/us/app/grok-bot/id6794501026"}, {"agent": "hark", "date": "2026-10-07", "source": "X", "community": "@hark_labs", "text": "i don’t trish @hark_labs already. i think it comes down to how it responds and the word choices to state when it’s thinking. \nit does not assure me what it’s actually doing or accessing in the background.", "link": "https://twitter.com/3604943412/status/2107773524895257050"}, {"agent": "dots", "date": "2026-10-04", "source": "YouTube", "community": "ChatGPT Dots Finally Clicked When I Learned This", "text": "i wish it would clearly tell you what its thinking about or working on. and somtimes you dont know if its workin or slackin. sometimes it just pauses. tried using skills to keep it movin but not sure its following it or not.", "link": "https://www.youtube.com/watch?v=9RYDaLnB6ec&lc=Ugw15LRGQbzSNIdjWCR4AaABAg"}]}, {"theme": "Manual takeover when agent is stuck", "criterion": "control.visibility", "authorWeeks": 20, "posts": 21, "agents": [{"id": "hermes-agent", "authorWeeks": 10}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "hark", "authorWeeks": 4}, {"id": "instinct", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs still can’t even get it to log into doordash. asked it to hand me browser control so i could do it and said it couldn’t. if this is supposed to be an agent that could potentially work for me, it’s not off to a great start. [link]", "link": "https://twitter.com/1955764894772375553/status/2111267945183650262"}, {"agent": "hark", "date": "2026-10-13", "source": "X", "community": "@hark_labs", "text": "@hark_labs feature request: give us control of hark’s computer at least for when he’s encountering security checks issues at sign in and sign up pages.", "link": "https://twitter.com/1148534535841374208/status/2110135592956887287"}, {"agent": "hark", "date": "2026-10-13", "source": "X", "community": "@hark_labs", "text": "@aliansarinik @hark_labs @openai it would be great if hark could manually take over the browser, otherwise many things can't be done.", "link": "https://twitter.com/1112370951532904450/status/2109854972833882245"}]}, {"theme": "Action log with rollback", "criterion": "control.visibility", "authorWeeks": 20, "posts": 20, "agents": [{"id": "grok-bot", "authorWeeks": 6}, {"id": "openclaw", "authorWeeks": 6}, {"id": "muse", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@lingxi @poteto @bot 1) grok bot runs my phone repair shop. feature request: employee sub-accounts. i pick which bots and connectors they use, their drafts need my approval, no access to my memory or passwords, monthly credit limit, activity log, one-click revoke.", "link": "https://twitter.com/549733284/status/2106498040152625194"}, {"agent": "openclaw", "date": "2026-09-30", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@venturebeat i run openclaw. the client question isn't features. it's can i read what the agent did and revoke it without uninstalling. it's pilot-only until 1.0, so ask that before you sign anything.", "link": "https://twitter.com/1514979088280264704/status/2105278939660951604"}, {"agent": "instinct", "date": "2026-09-28", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "text": "@poteto @bot this is where i’d have to draw the line. it’s a reason why i won’t use instinct ai because if there’s a catastrophic failure or if my data is leaked and somebody drains my bank account and i did not authorize that particular action, who’s responsible.", "link": "https://twitter.com/864161530757226498/status/2104656920237982018"}]}, {"theme": "Decision log with reasons and IDs", "criterion": "control.visibility", "authorWeeks": 17, "posts": 19, "agents": [{"id": "hermes-agent", "authorWeeks": 6}, {"id": "openclaw", "authorWeeks": 5}, {"id": "muse", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-14", "source": "X", "community": "@NousResearch", "text": "@drevziga @nousresearch @umanitek @origin_trail keeping the rule version with each blocked call would help the next agent understand why it was stopped. otherwise a rule change can make yesterday's decision hard to explain.", "link": "https://twitter.com/1127153059140907008/status/2110272316542263531"}, {"agent": "dots", "date": "2026-10-10", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "openai's dots can now start work in codex and pick up your existing threads, and you can create one from your phone. an always-on agent deciding which thread to continue is great until it continues the wrong one. i'd want every one of those calls logged. [link]", "link": "https://twitter.com/2097323326993465344/status/2109019312698933729"}, {"agent": "openclaw", "date": "2026-10-01", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@morganlinton i do love the ease of these new bots, but i hate when it doesn’t work and it’s a black box so you can’t really debug it well.\nwith openclaw you can still really dig in and figure out what’s going on. it’s the literal oldie but goodie.", "link": "https://twitter.com/1611538959263498242/status/2105460081760629122"}]}, {"theme": "Visible tool calls and commands", "criterion": "control.visibility", "authorWeeks": 17, "posts": 17, "agents": [{"id": "hermes-agent", "authorWeeks": 7}, {"id": "grok-bot", "authorWeeks": 6}, {"id": "openclaw", "authorWeeks": 4}], "examples": [{"agent": "grok-bot", "date": "2026-10-01", "source": "Reddit", "community": "r/cursor", "text": "when i tell grok bot to show me the command it is about to run, the drop-down does not display anything whatsoever ", "link": "https://www.reddit.com/r/cursor/comments/1wur8i7/composer_wiped_out_my_whole_drive/pd7hwym/"}, {"agent": "grok-bot", "date": "2026-10-01", "source": "X", "community": "@bot", "text": "@naoufal_elh @bot i wanna see what my bots doing it can just be a toggle in settings, but i want to see like what tool calls it’s making. most of the time i don’t need it, but there are specific times where it would be helpful.", "link": "https://twitter.com/1703499086928687104/status/2105802308630299044"}, {"agent": "hermes-agent", "date": "2026-09-17", "source": "X", "community": "@NousResearch", "text": "@geebonics @nousresearch would like to see it go further too. even a simple always on strip showing which tool the agent is inside and how many tokens it has burned so far would change how comfortable i am leaving it unattended.", "link": "https://twitter.com/401542820/status/2100381887068053677"}]}, {"theme": "Subagent activity and status visibility", "criterion": "control.visibility", "authorWeeks": 16, "posts": 16, "agents": [{"id": "hermes-agent", "authorWeeks": 7}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@grokbot please add:\n1. a way to see which model is being used and an option to select models.\n2. a way to see how much context is being used, along with its details.\n3. a way to see which subagents are currently running and what they are doing.", "link": "https://twitter.com/1673330175939956739/status/2108423035401433088"}, {"agent": "hermes-agent", "date": "2026-10-02", "source": "X", "community": "@NousResearch", "text": "@alokdotsh @nousresearch android app i'm so excited for, and better cross platform use of hermes just natively being able to use it from my desktop at home to my laptop from anywhere with full functionality. like sub agent visablity.", "link": "https://twitter.com/1440088151876259841/status/2106172117263790265"}, {"agent": "grok-bot", "date": "2026-09-12", "source": "X", "community": "@bot", "text": "@cursor_ai @bot persistent thread plus subagents changes the failure mode from bad answers to silent drift. the audit trail will matter more than the demo — can projects show why the coordinator handed off each task?", "link": "https://twitter.com/1600553496725495808/status/2098737875198132486"}]}, {"theme": "Task list tracking progress", "criterion": "control.visibility", "authorWeeks": 14, "posts": 14, "agents": [{"id": "grok-bot", "authorWeeks": 6}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-11", "source": "X", "community": "@NousResearch", "text": "at hermes agent i gave the prompt it create multiple phases for it. how can i find those phases/tasks hermes created. \nphase 4 work (groups/nesting p4.1–4.2, background grid p4.3, snapping p4.4, arrange wiring p4.6–4.8), or pause here? @nousresearch #hermes", "link": "https://twitter.com/1831534891848138752/status/2109125939456307704"}, {"agent": "dots", "date": "2026-10-08", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "things that are troublesome when working with chatgpt dots\n- sometimes i am asked to explicitly write approval for direct work tasks\n- tasks launched via dots are not visible in the ios app, making it impossible to do ↑ on ios", "link": "https://twitter.com/14600869/status/2108025933122990106"}, {"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "poteto poteto poteto can we have a task list for grok bot\nso i can keep track on what the bot is doing\nnormally i send multiple task to bot without waiting for other task to finish\nmaybe can save this task as a list so it wont forget as well", "link": "https://twitter.com/2545132135/status/2107206321074487499"}]}, {"theme": "Live view of agent's browser or screen", "criterion": "control.visibility", "authorWeeks": 13, "posts": 14, "agents": [{"id": "grok-bot", "authorWeeks": 6}, {"id": "dots", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-07", "source": "Reddit", "community": "r/GrokBot", "text": "what happened to the computer you can click to see their ui ? i don’t see it anywhere you have to ask for a link", "link": "https://www.reddit.com/r/GrokBot/comments/1wzpu39/grok_bot_becoming_more_and_more_opaque_with_each/peif2mi/"}, {"agent": "muse", "date": "2026-10-07", "source": "X", "community": "@muse", "text": "@tomosman @muse @bot this should still be visible though, right ? \neven if agent is primary interface with the network - sometimes i still want to to manually browse, look at a list of profiles, opinionated ui", "link": "https://twitter.com/52556921/status/2107931579255505040"}, {"agent": "muse", "date": "2026-10-07", "source": "X", "community": "@muse", "text": "@kevskgs @hark_labs @muse is the superior muse in the room with us now? visible computer use? you can watch computer use of grok bot and grok bot does this, better. this is just glitz porn ux as a business. where’s the differentiator?", "link": "https://twitter.com/22088913/status/2107786090207715658"}]}]}, "control.model": {"authorWeeks": 672, "themes": [{"theme": "User choice of the underlying model", "criterion": "control.model", "authorWeeks": 98, "posts": 98, "agents": [{"id": "grok-bot", "authorWeeks": 54}, {"id": "openclaw", "authorWeeks": 22}, {"id": "hermes-agent", "authorWeeks": 12}, {"id": "dots", "authorWeeks": 4}, {"id": "muse", "authorWeeks": 4}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@yetone i thought i was the only one still using it 😂 then why doesn't magpie support directly setting the openclaw model? i also submitted a pr to support lobster and asked for a review 🙏\n[link]", "link": "https://twitter.com/708591039511207936/status/2111850157973393408"}, {"agent": "muse", "date": "2026-10-12", "source": "X", "community": "@muse", "text": "@muse — does this mean you’d run on muse wonder instead of spark? or is there a model selector or what? [link]", "link": "https://twitter.com/405449912/status/2109722679993631066"}, {"agent": "hermes-agent", "date": "2026-10-10", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@elonmusk @elonmusk are you able to make grok bot offer model selections like hermes agent does???", "link": "https://twitter.com/1086080362038476802/status/2109051364202672219"}]}, {"theme": "Better underlying model quality", "criterion": "control.model", "authorWeeks": 77, "posts": 77, "agents": [{"id": "grok-bot", "authorWeeks": 44}, {"id": "muse", "authorWeeks": 14}, {"id": "hermes-agent", "authorWeeks": 8}, {"id": "openclaw", "authorWeeks": 7}, {"id": "dots", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs stop using gpt 3 in ur shitass wannabe agent app lmao this is hilarious. even 27b run locally doesnt make these mistakes [link]", "link": "https://twitter.com/1737356334922649600/status/2111284705425502289"}, {"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@thsottiaux gpt-6 in chat's memory is so poor that is it had the revelation that hermes agent accepts oauth for the umpteenth time and three times in the same session. please, we are using this for work planning. we cannot work with a defective model. you are openai. be better.", "link": "https://twitter.com/1396323276809441280/status/2111073193721245827"}, {"agent": "grok-bot", "date": "2026-10-10", "source": "Reddit", "community": "r/GrokBot", "text": "i gotta admit, after the “claude” update, which i think my country got a day or two after yall, it’s actually pretty good now. a better baseline model is what i’ve wanted since day one, and now i’m a little hesitant to drop my ultra plan… 🥲", "link": "https://www.reddit.com/r/GrokBot/comments/1wzsk17/what_does_this_mean_my_grok_bot_runs_on_opus_55/pf1lgw6/"}]}, {"theme": "Local model support", "criterion": "control.model", "authorWeeks": 57, "posts": 58, "agents": [{"id": "hermes-agent", "authorWeeks": 30}, {"id": "grok-bot", "authorWeeks": 12}, {"id": "openclaw", "authorWeeks": 11}, {"id": "muse", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-18", "source": "Reddit", "community": "r/openclaw", "text": "whatever i settle on, it must be locally hosted, truly open source, and i must be able to use local models.\ni'm hoping oc inproves. for now i'm actually using t3 code.", "link": "https://www.reddit.com/r/openclaw/comments/1x8m718/real_question_oc_vs_muse/phh5oje/"}, {"agent": "hermes-agent", "date": "2026-10-13", "source": "YouTube", "community": "Hermes Agent Fundamentals In 20 Minutes (No Code)", "text": "hermes have its own local server for ai models , 0 setup on the user part just point at the model and it fetches it and run it .", "link": "https://www.youtube.com/watch?v=ArdXLt8ZXC0&lc=UgwAUjrmwdkV0gC24cN4AaABAg"}, {"agent": "hermes-agent", "date": "2026-10-11", "source": "Reddit", "community": "r/hermesagent", "text": "today i have hermes running 24x7 but i want to have local model to \"keep\" my data in my house. i do not want to send some data out from my systems", "link": "https://www.reddit.com/r/hermesagent/comments/1x315pp/cheapest_decent_machine_for_hermes_agent_with/pf8eb8m/"}]}, {"theme": "Support for other providers' models", "criterion": "control.model", "authorWeeks": 51, "posts": 53, "agents": [{"id": "grok-bot", "authorWeeks": 19}, {"id": "openclaw", "authorWeeks": 14}, {"id": "hermes-agent", "authorWeeks": 11}, {"id": "muse", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 3}], "examples": [{"agent": "hermes-agent", "date": "2026-10-15", "source": "X", "community": "@NousResearch", "text": "hey @nousresearch, @teknium, @witcheer: \ncan we get @groqllc, @cerebras, @sambanovaai, @fireworksai_hq, and @togethercompute as official providers in hermes?", "link": "https://twitter.com/1282829142518632453/status/2110765549848518743"}, {"agent": "grok-bot", "date": "2026-10-10", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@thsottiaux tbh id love dots to work like grok bot but better with openai models, id stay if that improves, i think claude is way better at coding but openai is great at 3d, especially with dots running, which claude doesnt have", "link": "https://twitter.com/1614156073233006592/status/2108841952993030269"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "YouTube", "community": "So... GrokBot Now Runs on Opus 5.5 (Explained)", "text": "this can be one of the most paradigm shifts in a while. if they allow not just opus 5.5 but all other models sonnet and haiku 5.5 its going to be a game changer", "link": "https://www.youtube.com/watch?v=c8ptggw6Mt4&lc=UgzocTHx1MobreNzNM54AaABAg"}]}, {"theme": "Show which model is running", "criterion": "control.model", "authorWeeks": 43, "posts": 44, "agents": [{"id": "grok-bot", "authorWeeks": 20}, {"id": "hermes-agent", "authorWeeks": 8}, {"id": "openclaw", "authorWeeks": 7}, {"id": "hark", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-09", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@grok @bot absolutely nailed the ui and ux. seamless experience, easy integration and cursor subscription makes it so useful. being able so choose the model or to know which one is in use would made it perfect. waiting for more updates on openai dots also. competition is good", "link": "https://twitter.com/1765051318480064513/status/2108658494119313905"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@jobhakdi if the harness is the one picking the backend model per task, the question for non-coders is visibility: will grokbot show which model actually produced a given answer, or does that stay hidden inside the stack?", "link": "https://twitter.com/2107129059821936640/status/2108649326280888813"}, {"agent": "hark", "date": "2026-10-09", "source": "X", "community": "@hark_labs", "text": "@hark_labs @bot 4. limited vm capabilities. no docker.\n5. it’s unclear which model is being used or what the benchmark results are. the quality seems decent, but i don’t have a full picture.", "link": "https://twitter.com/966334777870577669/status/2108435918390468820"}]}, {"theme": "Bring your own API key", "criterion": "control.model", "authorWeeks": 36, "posts": 36, "agents": [{"id": "grok-bot", "authorWeeks": 13}, {"id": "hermes-agent", "authorWeeks": 9}, {"id": "openclaw", "authorWeeks": 8}, {"id": "muse", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-14", "source": "Reddit", "community": "r/hermesagent", "text": "man fuck this free trial first-launch model. stop trying to steer me to your crappy paid service. i have my api keys and my local setup, you need to make *that* easy to plug in to", "link": "https://www.reddit.com/r/hermesagent/comments/1x5u50y/hermes_agent_v0220_the_threshold_release/pgqz2dh/"}, {"agent": "hark", "date": "2026-10-10", "source": "X", "community": "@hark_labs", "text": "@pablothethinker @adcock_brett @hark_labs i have it on my \"to-try\" drawer, but prefer a lot more @zocomputer approach of multiple models (even byok)", "link": "https://twitter.com/3592581/status/2109043704912544099"}, {"agent": "hark", "date": "2026-10-07", "source": "X", "community": "@hark_labs", "text": "@hark_labs could it install a coding harness and drain usage straight from hark and choose models too? (asking for a friend)", "link": "https://twitter.com/1537239770660851718/status/2107964462774825375"}]}, {"theme": "Per-task and per-agent model assignment", "criterion": "control.model", "authorWeeks": 35, "posts": 36, "agents": [{"id": "grok-bot", "authorWeeks": 17}, {"id": "hermes-agent", "authorWeeks": 13}, {"id": "openclaw", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-14", "source": "X", "community": "@NousResearch", "text": "@miaai_lab we need something like this built into @droid and @nousresearch hermes agent\nmaybe for hermes it would be an auxiliary model", "link": "https://twitter.com/1382136217601417222/status/2110224872622506364"}, {"agent": "grok-bot", "date": "2026-10-12", "source": "X", "community": "@bot", "text": "there was life before @grok @bot and after. i have tried to make persistent chat experience work but the @xai team has really done the fucking job. life will never be the same without this experience. (model switcher per bot would be nice though😍)", "link": "https://twitter.com/132661201/status/2109526078746488908"}, {"agent": "hermes-agent", "date": "2026-10-10", "source": "X", "community": "@NousResearch", "text": "@teknium @asvanevik @nousresearch overall solid: subagents get isolated context + tools and just work. one gap: no per-task model — delegation.model/provider in config.yaml pins all subagents globally, so mixed-model batches still require separate hermes --provider/-m processes", "link": "https://twitter.com/2077810080645263361/status/2108945297346842683"}]}, {"theme": "Automatic task-based model routing", "criterion": "control.model", "authorWeeks": 30, "posts": 31, "agents": [{"id": "hermes-agent", "authorWeeks": 15}, {"id": "openclaw", "authorWeeks": 9}, {"id": "grok-bot", "authorWeeks": 5}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-10", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@openaidevs @thsottiaux \nif codex agents could change model and reasoning on their own if allowed by the user and maybe even clear context we wouldn't need openclaw, paperclip etc. but could rather just rely on a self hosted ticket system and instructions suggesting a model.", "link": "https://twitter.com/330105913/status/2108997455102488680"}, {"agent": "hermes-agent", "date": "2026-10-09", "source": "Reddit", "community": "r/hermesagent", "text": "it’s not a good idea to route different models for each prompt, it would wipe out cache, which is a huge cost saving feature. it should route ton different model based on task.", "link": "https://www.reddit.com/r/hermesagent/comments/1x1sjss/hermes_jev_litellm_50_tokens_saving/pey64o2/"}, {"agent": "hermes-agent", "date": "2026-10-09", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@poteto @koltregaskes @bot i want hermes agent, but better. hermes is powerful but too much upkeep for a solo founder. grok bot is far simpler, and i love that it's now more model agnostic and picks the best model. i'd pay for its ui on top of hermes' power and ownership. [link]", "link": "https://twitter.com/1074414809607618560/status/2108678329620685182"}]}, {"theme": "Latest GPT and GPT-6.1 Sol support", "criterion": "control.model", "authorWeeks": 24, "posts": 29, "agents": [{"id": "openclaw", "authorWeeks": 22}, {"id": "hermes-agent", "authorWeeks": 2}], "examples": [{"agent": "hermes-agent", "date": "2026-10-12", "source": "X", "community": "@NousResearch", "text": "@nousresearch @teknium hermes is still missing the catalog entry for ultra fast with gpt sol 6.1. there's also a bug where messages containing over 1mb of data are rejected.", "link": "https://twitter.com/1960694413836845056/status/2109464487635882063"}, {"agent": "hermes-agent", "date": "2026-10-09", "source": "X", "community": "@NousResearch", "text": "@nousresearch please update with sol 6.1 and more models and different reasoning efforts!", "link": "https://twitter.com/1806457685702762496/status/2108445449325580290"}, {"agent": "openclaw", "date": "2026-10-03", "source": "X", "community": "@openclaw", "text": "@openclaw hey folks, the codex harness didn't get updated :) sol 6.1 is still not supported!", "link": "https://twitter.com/136402253/status/2106401104489820316"}]}, {"theme": "Reasoning effort control", "criterion": "control.model", "authorWeeks": 23, "posts": 23, "agents": [{"id": "grok-bot", "authorWeeks": 9}, {"id": "muse", "authorWeeks": 7}, {"id": "dots", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 3}], "examples": [{"agent": "grok-bot", "date": "2026-10-13", "source": "YouTube", "community": "What's new in Grok Bot - Oct 13, 2026", "text": "apparently bots are just not proactive when giving them long coding tasks. even the new main bot. sometimes it would answer super quickly, which is good only if the answer is correct. i hope we can set like bots effort level.", "link": "https://www.youtube.com/watch?v=8_K9yAckFh0&lc=UgzeDQoDwb43hHcGB8F4AaABAg"}, {"agent": "dots", "date": "2026-10-13", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "here is an example - i had given ticket details a few days ago in the same chat with dot and it lazily forgot to look it up. \n@openai dots / bots need to have a “hard work” option enabled by default. it comes at cost of faster answers - but the quality is much better. [link]", "link": "https://twitter.com/120544983/status/2110113350528946212"}, {"agent": "muse", "date": "2026-10-12", "source": "Reddit", "community": "r/AI_Agents", "text": "i love muse but wish i could increase the reasoning time. it goes so fast it will “miss” or oversimplify items", "link": "https://www.reddit.com/r/AI_Agents/comments/1wzdnzc/best_ai_agent_grok_vs_muse_vs_dots_vs_spark/pfhfimi/"}]}, {"theme": "Opt out of or restrict specific models", "criterion": "control.model", "authorWeeks": 22, "posts": 24, "agents": [{"id": "grok-bot", "authorWeeks": 15}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "gemini-spark", "date": "2026-10-17", "source": "X", "community": "X search: Gemini Spark", "text": "gemini spark is still difficult to use. can you stop switching me to the flash model all the time? also, why do you keep repeating the answer to my previous question?", "link": "https://twitter.com/1998354483567566848/status/2111519383260704822"}, {"agent": "grok-bot", "date": "2026-10-13", "source": "YouTube", "community": "What's new in Grok Bot - Oct 13, 2026", "text": "begging for a switch to not use anthropic models,\nthousands of us do not trust anthropic \nwould pay more for less with a smile if it meant no opus", "link": "https://www.youtube.com/watch?v=8_K9yAckFh0&lc=Ugz05YKMezUOQded8X94AaABAg"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "YouTube", "community": "Grok Bot just got a MASSIVE update", "text": "tbh i wish we could turn off/blacklist external models we don't want it to use. this makes me less likely to use my grok bot.", "link": "https://www.youtube.com/watch?v=ZW-HR9XMQKw&lc=UgyfSINMzITvyV2JgHV4AaABAg"}]}, {"theme": "Claude Opus model availability", "criterion": "control.model", "authorWeeks": 17, "posts": 17, "agents": [{"id": "grok-bot", "authorWeeks": 11}, {"id": "dots", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@iruletheworldmo if grok bot ran on opus 5.5 its all i’d use", "link": "https://twitter.com/863668035625795585/status/2111347175011782888"}, {"agent": "grok-bot", "date": "2026-10-13", "source": "X", "community": "@bot", "text": "if @bot let you run everything with opus 5.5, i would cancel all my other subs.", "link": "https://twitter.com/1885707511778476032/status/2110145244448866701"}, {"agent": "grok-bot", "date": "2026-10-12", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "grok bot should not be directly connected! if it cannot route to opus5.5, it will become less intelligent!", "link": "https://twitter.com/2106252309038813184/status/2109610051073896855"}]}]}, "control.customize": {"authorWeeks": 677, "themes": [{"theme": "Open source the agent", "criterion": "control.customize", "authorWeeks": 30, "posts": 30, "agents": [{"id": "hermes-agent", "authorWeeks": 10}, {"id": "openclaw", "authorWeeks": 6}, {"id": "muse", "authorWeeks": 5}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 2}], "examples": [{"agent": "hermes-agent", "date": "2026-10-13", "source": "X", "community": "@NousResearch", "text": "@fl_rn_st @nousresearch yay! i figured this would end up happening! could we maybe get open source cadu before you move on 🥹", "link": "https://twitter.com/1876849124252831744/status/2110137788125311116"}, {"agent": "hermes-agent", "date": "2026-10-09", "source": "X", "community": "@NousResearch", "text": "@sudoingx i like it too so far, very promising! looking forward to the opensource version of it - perhaps @nousresearch 's mobile upcoming mobile app?\nstill, i find their ux to be superior to the other agent apps out there for now", "link": "https://twitter.com/313654251/status/2108679182918234195"}, {"agent": "hermes-agent", "date": "2026-10-08", "source": "Reddit", "community": "r/hermesagent", "text": "my dude this is next level! you should look into setting up your own character so you can walk around the village in third person and interact!\nplease open source this! i'd love to build my own little agent village!", "link": "https://www.reddit.com/r/hermesagent/comments/1x0ra7j/i_gave_my_hermes_setup_a_face/peopfnd/"}]}, {"theme": "Editable system prompt and custom instructions", "criterion": "control.customize", "authorWeeks": 21, "posts": 23, "agents": [{"id": "grok-bot", "authorWeeks": 10}, {"id": "openclaw", "authorWeeks": 4}, {"id": "muse", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-15", "source": "Reddit", "community": "r/GrokBot", "text": "i see value in the instructions, and would prefer it to be back, but why is it still in mobile still i wonder?", "link": "https://www.reddit.com/r/GrokBot/comments/1x2f1ib/grokbot_users_were_losing_control_over_our_own/pgztv11/"}, {"agent": "grok-bot", "date": "2026-10-14", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "where did the grok bot per-bot “instructions” settings go on the macos desktop app?!\nthey are still in the ios app, but completely missing from the desktop app.", "link": "https://twitter.com/106567671/status/2110292444378198318"}, {"agent": "grok-bot", "date": "2026-10-10", "source": "Reddit", "community": "r/GrokBot", "text": "even if you have the text box to edit the instructions directly, there are still a huge chunk of hidden instructions coming from the system prompt, skills, memory etc etc you have 0 control whatsoever...\nyou will never achieve a 100% control using someone else system. ", "link": "https://www.reddit.com/r/GrokBot/comments/1x2f1ib/grokbot_users_were_losing_control_over_our_own/pf33mit/"}]}, {"theme": "Export memory, skills and config for portability", "criterion": "control.customize", "authorWeeks": 19, "posts": 20, "agents": [{"id": "hermes-agent", "authorWeeks": 8}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@guy still with openclaw... working with him since feb. he's pretty good and knows me well. so would need an easy migration process, and a much much better solution", "link": "https://twitter.com/11164552/status/2111475846158393614"}, {"agent": "hermes-agent", "date": "2026-10-13", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "i want to keep what i’ve taught my agent when i switch machines\n@bkashjosi makes the case for hermes agent: personality, memory and skills are files you can inspect and back up. that’s a setup worth keeping [link]", "link": "https://twitter.com/1370743150940196867/status/2109958872425201935"}, {"agent": "dots", "date": "2026-10-10", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i've been using openai's dots.\nalthough it's a convenient way of interacting with an ai agent as a single point of contact, it refuses to consistently record decisions i make to my local recording system, but it has no issue taking its own notes on me and refuses to export them.", "link": "https://twitter.com/1382162150802780164/status/2109013003915948277"}]}, {"theme": "Separate profiles for household members", "criterion": "control.customize", "authorWeeks": 16, "posts": 16, "agents": [{"id": "hermes-agent", "authorWeeks": 6}, {"id": "grok-bot", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-10-18", "source": "X", "community": "@muse", "text": "voice mode and shared agents are an absolute must for me with @muse asap\nneed to be able to share @muse across family members and voice mode would be the 100% gamechanger i need in my life [link]", "link": "https://twitter.com/2011796236119240704/status/2111630132343378199"}, {"agent": "grok-bot", "date": "2026-10-11", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk @xai @bot why is there no joint grokbot account? weird to not be able to have a household login. should be an easy thing to integrate? could even be an upsell (2 users for 1.5x the price?)\npls fix!!", "link": "https://twitter.com/1459938650171617282/status/2109351084170912210"}, {"agent": "hermes-agent", "date": "2026-10-10", "source": "X", "community": "@NousResearch", "text": "@teknium @asvanevik @nousresearch can you run hermes for a family in one installation? each with different memory / profile?", "link": "https://twitter.com/12936242/status/2108926328720486813"}]}, {"theme": "Shareable bot templates and template library", "criterion": "control.customize", "authorWeeks": 15, "posts": 15, "agents": [{"id": "grok-bot", "authorWeeks": 13}, {"id": "hermes-agent", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-15", "source": "YouTube", "community": "Live Grok Bot Demo And Big Announcement", "text": "good sales pitch/grock bot demo! lol. but really it would be great to be able to find a library of grock bots so that we can custom build better ones for ourselves. i would like to set some up to gather information and have a daily summary printed out.", "link": "https://www.youtube.com/watch?v=gZgu5EDhXsU&lc=Ugwp1l7nMoTccqNe4TV4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-14", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@melaniecandra @bot botzah balls lol gonna have to try that one. we need the grok bot cookbook", "link": "https://twitter.com/1585389374715400192/status/2110160933628809444"}, {"agent": "hermes-agent", "date": "2026-10-08", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "one cool feature for hermes agent could be a \"template setup\" page. \na kind of dot files collection of .config for different use cases and optimized for local ai / cloud models.\ni am always looking for improving my setup", "link": "https://twitter.com/1153803242/status/2108093515859472681"}]}, {"theme": "Customizable interface layout and appearance", "criterion": "control.customize", "authorWeeks": 13, "posts": 13, "agents": [{"id": "hermes-agent", "authorWeeks": 5}, {"id": "muse", "authorWeeks": 4}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-11", "source": "X", "community": "@muse", "text": "@asideai @muse @bot @chatgpt add some customised option for home screen it's boring that white screen.", "link": "https://twitter.com/2099819012826046465/status/2109133231820062749"}, {"agent": "hermes-agent", "date": "2026-10-03", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@thdxr please make it useable for real harness just like hermes agent does. ability to customize whole app, like right now tabs sucks, also fyping pad isn't much customizable just make it fully customizable.", "link": "https://twitter.com/1415270456484106244/status/2106387266771746932"}, {"agent": "openclaw", "date": "2026-09-30", "source": "App Store", "community": "App Store", "text": "a bit glitchy but i’m very happy with this app. more ui customization would be cool!", "link": "https://apps.apple.com/nl/app/openclaw/id6780396132"}]}, {"theme": "More customization options overall", "criterion": "control.customize", "authorWeeks": 13, "posts": 13, "agents": [{"id": "muse", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-04", "source": "X", "community": "@NousResearch", "text": "@cardillosamuel @nousresearch used openclaw from january until 2 months ago, switched to hermes, and now thinking of switching back... oc is just so much more customizable, and has much better cross-agent communication and it's much better at managing agent fleets.", "link": "https://twitter.com/22079832/status/2106732590480691434"}, {"agent": "openclaw", "date": "2026-10-03", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@thsottiaux i think it should have more customization options like in openclaw.", "link": "https://twitter.com/1586475276464263168/status/2106470302263779769"}, {"agent": "grok-bot", "date": "2026-09-30", "source": "App Store", "community": "App Store", "text": "it would be cool to personalize everything a little bit, but i love that", "link": "https://apps.apple.com/us/app/grok-bot/id6794501026"}]}, {"theme": "Tools to manage and organize skills", "criterion": "control.customize", "authorWeeks": 11, "posts": 11, "agents": [{"id": "hermes-agent", "authorWeeks": 6}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-08", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@tonysimons we need an obsidian style brain library interface for all those skills-tools-plugins from hermes agent, the list getting extremely overwhelming, great and amazing but is like a maze", "link": "https://twitter.com/1502203822965415943/status/2108022762484719767"}, {"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "@bot", "text": "@shannholmberg @bot giving each bot its own skills and access a headache to manage long-term.", "link": "https://twitter.com/1828489512814862336/status/2107084292748955780"}, {"agent": "hermes-agent", "date": "2026-10-03", "source": "X", "community": "@NousResearch", "text": "@maxkolysh @nousresearch u neeed it in skills. note which account is for what.", "link": "https://twitter.com/455899207/status/2106472298379428127"}]}, {"theme": "Ability to fully disable the agent", "criterion": "control.customize", "authorWeeks": 8, "posts": 8, "agents": [{"id": "muse", "authorWeeks": 4}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-11", "source": "X", "community": "@bot", "text": "@elonmusk @bot call it an employee if you want.\njust make sure it can be fired", "link": "https://twitter.com/2072669962624253952/status/2109261880929783920"}, {"agent": "hermes-agent", "date": "2026-10-08", "source": "X", "community": "@NousResearch", "text": "@nousresearch @microsoft great now just let us completely uninstall copilot", "link": "https://twitter.com/1451028285505224705/status/2108235785392853118"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "Reddit", "community": "r/GrokBot", "text": "i'm glad i'm not the only one because they literally all just stopped responding except that stupid bot that they forced us to have and we can't delete", "link": "https://www.reddit.com/r/GrokBot/comments/1wwg9zw/is_grok_bot_down_right_now_for_anyone_else_bot/pdkcw5w/"}]}, {"theme": "Leaner core without bloat", "criterion": "control.customize", "authorWeeks": 8, "posts": 8, "agents": [{"id": "openclaw", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-09", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@teknium tek\njust one tip\nkeep hermes as simple as possible\notherwise it will just turn in to bloat and new harness/agents will leave it behind\nif you are going enterprise path, and you need some type of safety mechanism in there\n1 pliny emoji put my hermes agent in a tailspin", "link": "https://twitter.com/2534482917/status/2108391165175463999"}, {"agent": "openclaw", "date": "2026-09-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@teknium @teknium much needed thank you, it becomes feature bloat lately like openclaw and openwebui.", "link": "https://twitter.com/352488478/status/2100713123497771416"}, {"agent": "openclaw", "date": "2026-09-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "good call. half the openclaw pain i've watched teams run into is fighting harness decisions instead of shipping agents. pi-style minimal surface is the right direction for hermes. [link]", "link": "https://twitter.com/1657001685343178753/status/2100712149144224096"}]}, {"theme": "Less platform and vendor lock-in", "criterion": "control.customize", "authorWeeks": 7, "posts": 11, "agents": [{"id": "hermes-agent", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "why do i need to vendor lock to grok bot when with pi durable i can have my own app. [link]", "link": "https://twitter.com/2101610075894771712/status/2108361752580637081"}, {"agent": "hermes-agent", "date": "2026-10-05", "source": "X", "community": "@NousResearch", "text": "@nousresearch nineteen lines of \"you should be able to,\" and line 20 explains why most companies won't build them: an agent that's truly yours is an agent you can take with you when you leave. lock-in was never a bug.", "link": "https://twitter.com/1214840989753528320/status/2107211630907945408"}, {"agent": "openclaw", "date": "2026-09-30", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "ooo ps and stop forcing openclaw down everyone’s throat. not every ai tool needs to become the same agent stack. give people choices, boundaries, and tools that actually stay in their lane. if failure comes back as owner it shows it belongs to somebody else not open source! understand the system before calling out robbery ^ i’m poking assumptions not attacking ppl in general …", "link": "https://twitter.com/1746955630429257731/status/2105293751803630020"}]}, {"theme": "Configurable session auto-pruning defaults", "criterion": "control.customize", "authorWeeks": 7, "posts": 7, "agents": [{"id": "hermes-agent", "authorWeeks": 7}], "examples": [{"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "@NousResearch", "text": "@teknium @hermeswatcher @witcheer @nousresearch maybe a prune schedule you can set to never/default 90/sweep every x days and ask the user? i've been burned by cc with a 30-day delete schedule before i tried to go back to a session i had the audacity to bench...", "link": "https://twitter.com/1972070896446926848/status/2111014328728011195"}, {"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "@NousResearch", "text": "@teknium @hermeswatcher @witcheer @nousresearch if i may add something to the conversation, sub-agents often create many sessions containing information that is generally only useful in the moment. how about a more aggressive pruning process focused on sub-agent sessions?", "link": "https://twitter.com/421317211/status/2110993702592110603"}, {"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "@NousResearch", "text": "@hermeswatcher @witcheer @teknium @nousresearch absolutely. i would prefer not to automatically delete sessions by default, but still being able to automate it.", "link": "https://twitter.com/1477289543510511620/status/2110982599472562559"}]}]}, "trust.data_use": {"authorWeeks": 200, "themes": [{"theme": "Clear disclosure of data collection and use", "criterion": "trust.data_use", "authorWeeks": 20, "posts": 20, "agents": [{"id": "muse", "authorWeeks": 11}, {"id": "openclaw", "authorWeeks": 6}, {"id": "grok-bot", "authorWeeks": 3}], "examples": [{"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@noxxai @bot proposer, it's useful. the next yes opens real access: flight, uber, context. available in france does not say where this computer is running, nor who can read what it sees.", "link": "https://twitter.com/2005690580542840832/status/2106514091896631738"}, {"agent": "openclaw", "date": "2026-09-29", "source": "YouTube", "community": "Is Grok Bot Safer Than OpenClaw?  |  Ulysses Maclaren & Calum Simpson", "text": "as a non-technical user, i like the idea of an ai bot that needs no setup, but i’d still want to understand how it keeps my data safe.", "link": "https://www.youtube.com/watch?v=_GTCn3Ju3y8&lc=UgxnmhsHKrF-CLjGKPx4AaABAg"}, {"agent": "muse", "date": "2026-09-11", "source": "YouTube", "community": "NEW Meta Muse AI Agent is ABSURD! 🤯", "text": "yeah, just give me a decent secretary instead of zucc's black box", "link": "https://www.youtube.com/watch?v=CHJF3SnKe5s&lc=Ugw9XPODgDxS0SnaShN4AaABAg"}]}, {"theme": "Opt out of training on user data", "criterion": "trust.data_use", "authorWeeks": 19, "posts": 19, "agents": [{"id": "muse", "authorWeeks": 9}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "gemini-spark", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-08", "source": "X", "community": "@hark_labs", "text": "@hark_labs yeah, we have an option to export the data, but we don’t have an option to opt out.\nso can you improve this that would be great", "link": "https://twitter.com/1991860005159817216/status/2108232843893882944"}, {"agent": "hark", "date": "2026-10-07", "source": "X", "community": "@hark_labs", "text": "day 1 with @hark_labs pro:\nvery proactive, actively learns your habits, intuitive design, credentials handled well, gets work done.\nopen questions: training on paid users' data and a real opt-out @adcock_brett", "link": "https://twitter.com/842167760037769216/status/2107977663910433026"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "X", "community": "@bot", "text": "@farzyness @elonmusk @bot there us more to the story than cost optimization \na lot of grok bot users do not want our data being used by anthropic", "link": "https://twitter.com/36269100/status/2107890020723904776"}]}, {"theme": "Stronger privacy and security guarantees", "criterion": "trust.data_use", "authorWeeks": 14, "posts": 14, "agents": [{"id": "muse", "authorWeeks": 9}, {"id": "dots", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-12", "source": "YouTube", "community": "The Hottest Product Manager in Tech Right Now 🔥 @OpenAI’s Holly Li Talks About Dots | Office Drama", "text": "the privacy question was great, thanks for asking that chloe! disappointed the only safeguards are to basically opt-out of learning or revoke access to gmail, nothing built into the product itself. wish there was more safeguarding of all our most sensitive data.", "link": "https://www.youtube.com/watch?v=lnLWRJ2p_Mg&lc=UgyqR6DFWI7tVEkIVzt4AaABAg"}, {"agent": "dots", "date": "2026-10-08", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "while personal information from various companies is leaking, dots is so amazing that it is throwing around all kinds of information. \ni hope something can be done! \n#openai #dots", "link": "https://twitter.com/8710292/status/2107998330198614186"}, {"agent": "muse", "date": "2026-10-01", "source": "X", "community": "@muse", "text": "@kimcurrier @muse yeah something different with guaranteed primitives on how your data will be used, rather than strongly worded guidelines in a prompt.", "link": "https://twitter.com/14207787/status/2105486692367192364"}]}, {"theme": "User controls to delete stored data", "criterion": "trust.data_use", "authorWeeks": 12, "posts": 12, "agents": [{"id": "muse", "authorWeeks": 7}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-14", "source": "YouTube", "community": "What's new in Grok Bot - Oct 13, 2026", "text": "grok bot can't delete the emails though? so xai have a full history of all emails and they can only be deleted by removing the account?\ni don't like this. should be an option to have the bot read the mail then delete. or delete after 7/30/90 days. not keep emails forever.", "link": "https://www.youtube.com/watch?v=8_K9yAckFh0&lc=UgwrPOZ1UD6WIPeSEmJ4AaABAg"}, {"agent": "muse", "date": "2026-10-06", "source": "Play Store", "community": "Play Store", "text": "i tried to delete but its attached to my facebook account, i deleted but it still can get my data and whatever else", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "dots", "date": "2026-10-06", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@deryatr_ i want to know if you can delete your project dialogue after openai dots? i don‘t know how long it will be saved, and it may be saved forever. that’s why i don‘t use the cloud.", "link": "https://twitter.com/1699071510/status/2107332282025467960"}]}, {"theme": "Clear retention and training policy", "criterion": "trust.data_use", "authorWeeks": 11, "posts": 11, "agents": [{"id": "hermes-agent", "authorWeeks": 4}, {"id": "muse", "authorWeeks": 4}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-10", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "but seems like it can't delete emails. @grok @bot, are you planning to keep our emails stored long-term? [link]", "link": "https://twitter.com/1362035762/status/2108772681894293955"}, {"agent": "muse", "date": "2026-09-28", "source": "X", "community": "@muse", "text": "@miaferrariii @alexandr_wang @muse cute face. still need the privacy policy 😂", "link": "https://twitter.com/952367173179146240/status/2104675998218228136"}, {"agent": "hermes-agent", "date": "2026-09-24", "source": "X", "community": "@NousResearch", "text": "@nousresearch @perplexity_ai what’s the privacy policy of this? do they retain the prompts and use for product improvement?", "link": "https://twitter.com/963278001474453504/status/2103246396480741784"}]}, {"theme": "Stop collecting and using personal data", "criterion": "trust.data_use", "authorWeeks": 11, "posts": 11, "agents": [{"id": "muse", "authorWeeks": 10}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-01", "source": "Play Store", "community": "Play Store", "text": "it's invasive and evil and is stealing all your info no matter what mark says. i questioned us and it told me point-blank that whatever he says now can be changed at any time based on the disclosures and that if they want to do it for enforcement they can take all your data", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-09-26", "source": "Play Store", "community": "Play Store", "text": "oh no not another app created by facebook you collect info then bombard us with more b.s. every time i open facebook, click on a short video, only to get hit with ads no that you meta and their third party data collection cohorts", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-09-24", "source": "YouTube", "community": "How new Meta AI agent Muse differs from chatbots", "text": "more like meta ruse! sucky zucky must stop stealing our data, and start implementing massive public ai safety measures!", "link": "https://www.youtube.com/watch?v=wiG0T7MJBMY&lc=UgxgGEeip84eQXzcHmd4AaABAg"}]}, {"theme": "Opt out of sharing data with third parties", "criterion": "trust.data_use", "authorWeeks": 10, "posts": 10, "agents": [{"id": "grok-bot", "authorWeeks": 4}, {"id": "muse", "authorWeeks": 4}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-09", "source": "YouTube", "community": "BOMBAZO… ¡Un Agente IA que hace de TODO GRATIS! Así es Muse AI", "text": "i want an ai assistant for my phone, but i am distrustful that it is from facebook. i don't want my personal information and private files to be out there.", "link": "https://www.youtube.com/watch?v=dGvi5TSYsvo&lc=UgxlB1lExbrYSrbLA4V4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "@bot", "text": "@elonmusk @bot @spacex i hope we can turn this feature off. i don't want my ip going anywhere that i don't specifically know where it's going. one of them already owes me a settlement payout on 8 copyright infringements.", "link": "https://twitter.com/1475849630185246720/status/2108042232137941405"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "YouTube", "community": "Grok Bot Now Uses Claude Opus 5.5 + More (MASSIVE Update)", "text": "what about privacy? i don't want my data going to companies i didn't ask to work with to begin with.", "link": "https://www.youtube.com/watch?v=Z8H3MvLJwfs&lc=Ugzwn3SkdLCaGc_lFpR4AaABAg"}]}, {"theme": "Fully local on-device processing", "criterion": "trust.data_use", "authorWeeks": 8, "posts": 8, "agents": [{"id": "grok-bot", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-07", "source": "YouTube", "community": "Hark is a MIND BLOWING AI Agent you need to try", "text": "is this run from local using a local llm or from in the cloud. in other words is this private?", "link": "https://www.youtube.com/watch?v=aL_WMpJB2iY&lc=UgySdzmM2vjTYrT89md4AaABAg"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "@bot", "text": "@elonmusk @bot neat. convince me it's secure and all my data is local.", "link": "https://twitter.com/1517301169395273730/status/2104221516720144512"}, {"agent": "grok-bot", "date": "2026-09-05", "source": "YouTube", "community": "Meet Grok Bot: Your Team of AI Agents", "text": "i think this is awesome. only problem is data privacy. if only it was completely local.", "link": "https://www.youtube.com/watch?v=rkigdXf-52I&lc=Ugz6oCnc0112rikyaEB4AaABAg"}]}, {"theme": "Fewer ads and no ad targeting", "criterion": "trust.data_use", "authorWeeks": 6, "posts": 6, "agents": [{"id": "muse", "authorWeeks": 6}], "examples": [{"agent": "muse", "date": "2026-09-25", "source": "YouTube", "community": "Claude Opus 5.5 Is Insane… But Muse is EVEN Bigger", "text": "within minutes i was getting ads for products related to my project. problem is, it's a private project i don't want anyone knowing about! i can't find where's the switch to turn off the spying!", "link": "https://www.youtube.com/watch?v=_NRuT_d1PZE&lc=UgwhB3BKLpd4eBQkcyp4AaABAg.AbBhUmLpXPyAbC2I66e4-A"}, {"agent": "muse", "date": "2026-09-24", "source": "Play Store", "community": "Play Store", "text": "invasion of privacy. this ai slop app keeps getting advertised and using photos i've deleted off facebook and meta to catch my attention. you can fk off and respect my right to privacy. ead zuckerberg.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-09-23", "source": "Play Store", "community": "Play Store", "text": "how to make sure that your junk ads do not clutter my internet?", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"theme": "More granular, easy-to-find privacy settings", "criterion": "trust.data_use", "authorWeeks": 6, "posts": 6, "agents": [{"id": "grok-bot", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-07", "source": "X", "community": "@bot", "text": "@kristaletz @bot can we make this tagging private in some cases? why would i want the whole world knowing what i'm working on? serious question..great feature, but has to be optionally private", "link": "https://twitter.com/1770624299717611522/status/2107653672067076406"}, {"agent": "muse", "date": "2026-09-15", "source": "YouTube", "community": "Instinct AI is For Real. What You Need to Know.", "text": "how does it compare to meta muse. i find muse has a really good ux but lacks the power of grokbot. but i'll give muse to the family. i jusr need deeper into the privacy of the app. i don't want my life monetized, unless i get a cut.", "link": "https://www.youtube.com/watch?v=mUAsaprJ66s&lc=UgzHsm4gCyxwn0pjDe14AaABAg"}, {"agent": "muse", "date": "2026-09-09", "source": "X", "community": "@muse", "text": "@yenkel @muse always. i now check settings → data control before i paste anything sensitive into a new agent. that toggle is too easy to miss. this one was proactive since well, meta.", "link": "https://twitter.com/2081835864435679232/status/2097648525731303919"}]}, {"theme": "Data ownership and portability", "criterion": "trust.data_use", "authorWeeks": 5, "posts": 5, "agents": [{"id": "openclaw", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-09-30", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@nichochar yeah tricky since none of the labs want people to be portable\nbut maybe openclaw, hermes or even apple (it would be more abstracted into icloud)", "link": "https://twitter.com/9615352/status/2105313585412936109"}, {"agent": "dots", "date": "2026-09-30", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "on openai dots, this is exactly what many devs [including myself] are against: you do not want that. the 'how you think' database/knowledge should be owned by you\n@osaurusai wrote on that at length on their blog, articulating it well enough across different posts [link]", "link": "https://twitter.com/1896575543312564224/status/2105135538210750678"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "elon’s abundance thesis only works if people actually keep the value they generate. \ncentralized agents like grok bot are already useful, but they still treat your memory and behavior as platform fuel. \na sovereign holon that lets you own, migrate, and monetize that data is the missing piece otherwise the robots work for the platforms, not for you.", "link": "https://twitter.com/1707388111041294336/status/2104066971293634982"}]}, {"theme": "HIPAA compliance and BAA", "criterion": "trust.data_use", "authorWeeks": 5, "posts": 5, "agents": [{"id": "grok-bot", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk @grok @bot hippa compliance on @bot would be a huge unlock.", "link": "https://twitter.com/64441938/status/2110898246667362325"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "@bot", "text": "@elonmusk @grok @bot need grok bot to be included in the xai baa. us healthcare workers can't take advantage of these nice things due to hipaa.", "link": "https://twitter.com/2502895511/status/2107262803040231487"}, {"agent": "grok-bot", "date": "2026-09-30", "source": "X", "community": "@bot", "text": "@leerob @bot a version that is hipaa compliant would be amazing!", "link": "https://twitter.com/1786755832740524032/status/2105306398674571738"}]}]}, "trust.access_scope": {"authorWeeks": 338, "themes": [{"theme": "Secrets kept out of model context", "criterion": "trust.access_scope", "authorWeeks": 35, "posts": 36, "agents": [{"id": "hermes-agent", "authorWeeks": 12}, {"id": "grok-bot", "authorWeeks": 9}, {"id": "openclaw", "authorWeeks": 9}, {"id": "muse", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-13", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "hihhh, it would be pretty tough. \napparently, @bot just blurs out any secret it reads. \ni'm not sure how to bypass it atm. i need to give my tunnel's auth bearer token for actual grok bot remote testing 😭\nany best ways around it? @poteto [link]", "link": "https://twitter.com/1029803073651261441/status/2109921126554140985"}, {"agent": "openclaw", "date": "2026-10-12", "source": "X", "community": "@openclaw", "text": "@openclaw masking the output isn't masking the context. the raw key is still sitting in the transcript where any injected instruction can ask for it back, just spelled out or split across calls.", "link": "https://twitter.com/2031308285794729984/status/2109719707288998278"}, {"agent": "hermes-agent", "date": "2026-10-06", "source": "X", "community": "@NousResearch", "text": "@nousresearch \"you should be able to choose what data your agent has.\"\nare you going to implement a native credential broker?", "link": "https://twitter.com/1920893581021138945/status/2107414724954435946"}]}, {"theme": "Multi-user roles and permissions", "criterion": "trust.access_scope", "authorWeeks": 32, "posts": 32, "agents": [{"id": "hermes-agent", "authorWeeks": 14}, {"id": "openclaw", "authorWeeks": 14}, {"id": "grok-bot", "authorWeeks": 4}], "examples": [{"agent": "hermes-agent", "date": "2026-10-17", "source": "Reddit", "community": "r/hermesagent", "text": "useful...any way to add auth for a multi-player experience ?", "link": "https://www.reddit.com/r/hermesagent/comments/1x7nby9/adapter_than_runs_the_hermes_desktop_app_ui_as_a/ph9l1w5/"}, {"agent": "hermes-agent", "date": "2026-10-14", "source": "X", "community": "@NousResearch", "text": "@nousresearch put it in one shared group chat and the trust model flips. a per-app allowlist means every member in there can steer it like the owner. per-sender or nothing, honestly.", "link": "https://twitter.com/2031308285794729984/status/2110473827423834113"}, {"agent": "openclaw", "date": "2026-10-13", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@steipete i can't figure out how to do this with openclaw. i've been prompting all morning.\ni want developers on a shared gateway to collaborate on projects, with per-project access controls.\nbut it seems once a repo is on the gateway, it's a free-for-all. am i missing something?", "link": "https://twitter.com/36411940/status/2109925579000520829"}]}, {"theme": "Isolated credentials and accounts per agent", "criterion": "trust.access_scope", "authorWeeks": 31, "posts": 32, "agents": [{"id": "grok-bot", "authorWeeks": 11}, {"id": "hermes-agent", "authorWeeks": 9}, {"id": "openclaw", "authorWeeks": 9}, {"id": "dots", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-10", "source": "X", "community": "@bot", "text": "@arnestrickmann @muse @instinct @bot @interaction agents need their own identity and boundaries… not unrestricted access to yours", "link": "https://twitter.com/2043294333865009152/status/2108864615530795052"}, {"agent": "openclaw", "date": "2026-10-09", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@elonmusk @stepango @bot i think we should be able to isolate access per bot. i want a work bought that can access certain things that other bots shouldn’t access.\nwith openclaw, i can set permissions and guardrails around each agent.", "link": "https://twitter.com/14278253/status/2108366532820533533"}, {"agent": "openclaw", "date": "2026-10-01", "source": "X", "community": "@openclaw", "text": "@theangrypit @honchodotdev @openclaw cool stack add. when the fleet starts talking to the outside world, give each agent its own email/sms/vault instead of one shared operator login.", "link": "https://twitter.com/2050321653985333248/status/2105649594545938796"}]}, {"theme": "Least-privilege minimal permission requests", "criterion": "trust.access_scope", "authorWeeks": 31, "posts": 31, "agents": [{"id": "muse", "authorWeeks": 12}, {"id": "openclaw", "authorWeeks": 9}, {"id": "grok-bot", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk @grok @bot thanks. i'd use a more limited version of that service, but grokbot just wants too much information.", "link": "https://twitter.com/971387918/status/2111175588279173580"}, {"agent": "openclaw", "date": "2026-10-10", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "i’m still using openclaw as a remote bot. it has access to email, and my other stuff, but always through a proxy. it sees only what i want it to see and can do what i want it to do.\nnow the whole x is talking about grok bot. how do you limit it’s access? because you do, right?", "link": "https://twitter.com/349007564/status/2108976983703224693"}, {"agent": "hark", "date": "2026-10-07", "source": "YouTube", "community": "Introducing Hark Pro", "text": "'services to connect to' sucks as a software model its never the ones you need\ngiving ai access to my personal email where i receive auth etc does not feel smart at all\nkeep fighting the good fight", "link": "https://www.youtube.com/watch?v=i3mfnrEwaA0&lc=UgwUAlSuWKk2F8rgrG54AaABAg"}]}, {"theme": "Sandboxing on by default", "criterion": "trust.access_scope", "authorWeeks": 23, "posts": 26, "agents": [{"id": "openclaw", "authorWeeks": 14}, {"id": "hermes-agent", "authorWeeks": 8}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-15", "source": "Reddit", "community": "r/hermesagent", "text": "yep. sandboxing already exists as simple unix user accounts. all of those user admin tools should be applied to agents.", "link": "https://www.reddit.com/r/hermesagent/comments/1x5vpzv/podman_sandbox_or_local_backend_for_my_main/pgw4ar5/"}, {"agent": "hermes-agent", "date": "2026-10-01", "source": "X", "community": "@NousResearch", "text": "@kinasremek @nousresearch two matters:\n1. hermes is not the brain, the brain is the llm.\n2. question: what is your view on potential security gaps when using hermes? especially since by default it has permission to do everything and that it works on a host machine, not a sandbox.", "link": "https://twitter.com/362511095/status/2105568586093736238"}, {"agent": "openclaw", "date": "2026-09-26", "source": "YouTube", "community": "NUEVO OpenClaw 2.0 es una LOCURA: Tu Agente de IA ahora hace TODO", "text": "@patriciapalazonn i understand and thank you for responding, but will there be a setting that limits what it can do without the need for a virtual machine?", "link": "https://www.youtube.com/watch?v=l6eqHc_RjxQ&lc=UgwTqUXY5NLr0KnduNB4AaABAg.Ab9hr3gVUmgAbEPaxILQNR"}]}, {"theme": "Clear disclosure of what agent can access", "criterion": "trust.access_scope", "authorWeeks": 18, "posts": 19, "agents": [{"id": "openclaw", "authorWeeks": 8}, {"id": "hermes-agent", "authorWeeks": 5}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-03", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@mark_k i'll wait to see how they frame/position/experience this one. the early days with ppl bricking their workstations with openclaw was often because they didn't realise the permissions they were giving it.", "link": "https://twitter.com/2034530639584829440/status/2106186958766747701"}, {"agent": "dots", "date": "2026-10-01", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "openai dots are cloud assistants that keep working on ongoing tasks. they have a browser and connected apps. clear access limits matter as they take on more work. [link]", "link": "https://twitter.com/406137533/status/2105642828869304454"}, {"agent": "openclaw", "date": "2026-09-30", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@meedo11 @sabeshbharathi a butler that feels friendly is a different product from openclaw or hermes. friendly does not tell you which messages it is allowed to send.
[link]", "link": "https://twitter.com/18643124/status/2105267351516029219"}]}, {"theme": "Memory and workspace isolation between agents", "criterion": "trust.access_scope", "authorWeeks": 16, "posts": 16, "agents": [{"id": "hermes-agent", "authorWeeks": 6}, {"id": "openclaw", "authorWeeks": 6}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-08", "source": "Reddit", "community": "r/GrokBot", "text": "what about second email second account? agree there should be a feature that allows to split and share resources and isolate workspaces", "link": "https://www.reddit.com/r/GrokBot/comments/1x0yan7/how_are_you_handling_multiple_projects/peq1dm4/"}, {"agent": "openclaw", "date": "2026-10-07", "source": "X", "community": "@openclaw", "text": "happens more and more often: my @openclaw sometimes sends updates to the wrong project chat. no secrets can be kept inside one harness. [link]", "link": "https://twitter.com/84406539/status/2107675715600789551"}, {"agent": "hermes-agent", "date": "2026-10-02", "source": "X", "community": "@NousResearch", "text": "@otlars @niklas11891 @nousresearch this is the hard part of agent memory. moving context off one laptop is useful only if you can separate what an agent may see from what the team shares, and keep that boundary inspectable.", "link": "https://twitter.com/2104931053223985152/status/2106073152979890240"}]}, {"theme": "Fewer permission prompts and access blocks", "criterion": "trust.access_scope", "authorWeeks": 15, "posts": 16, "agents": [{"id": "grok-bot", "authorWeeks": 5}, {"id": "openclaw", "authorWeeks": 5}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-13", "source": "X", "community": "@muse", "text": "@muse can you add a permission to allow write access to that github? because i need github to scan my repository and create issues and prs. without this write permission, i have to manually approve every time. [link]", "link": "https://twitter.com/2077392799465693184/status/2109969727653101870"}, {"agent": "openclaw", "date": "2026-10-06", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@trq212 my dream is for claude to be able to get an \"always accessible\" directory without explicit permission, it would save a huge amount of time\nwant to move towards always-on like openclaw/hermes", "link": "https://twitter.com/1644001448093466624/status/2107589035413901377"}, {"agent": "openclaw", "date": "2026-10-04", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@ph[number] @cliftonsellers mac security only gets in the way of openclaw which has its own security mechanisms and doesn't need another layer that it can't control. the design of macos treats the user like an idiot.", "link": "https://twitter.com/517339921/status/2106753063822233965"}]}, {"theme": "Respect declined permissions and consent", "criterion": "trust.access_scope", "authorWeeks": 15, "posts": 15, "agents": [{"id": "muse", "authorWeeks": 13}, {"id": "openclaw", "authorWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-10-16", "source": "X", "community": "@muse", "text": "do not use @muse \nit has been reading my emails without permission. \ni never gave a command close to “monitor my email, yet it sent me an update on a recent email. \n@alexandr_wang it’s a cool product but if you don’t fix the safety concerns you will never succeed\nwhat a same.", "link": "https://twitter.com/2065469839968288768/status/2111171676457345182"}, {"agent": "muse", "date": "2026-10-11", "source": "App Store", "community": "App Store", "text": "one thing i would say is it i wish it wouldn’t connect to things like my bank account, capital one account and other apps that i have not connected it to without my permission. aside from that i think it’s extremely useful and has increased my productivity tenfold.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-10-04", "source": "Play Store", "community": "Play Store", "text": "forced itself on to my phone without my permission, this app is malware. i do not have facebook installed, i did not give permission. warning: malware app that ignores permissions", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"theme": "Granular user-controlled permission levels", "criterion": "trust.access_scope", "authorWeeks": 13, "posts": 13, "agents": [{"id": "dots", "authorWeeks": 5}, {"id": "openclaw", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "@bot", "text": "@ericzakariasson @bot github and linear matter more for agent workflows, but scoped permissions need first-class support", "link": "https://twitter.com/1803494630366785536/status/2111039581873426702"}, {"agent": "dots", "date": "2026-10-14", "source": "YouTube", "community": "OpenAI Dots කියන්නේ මොකක්ද? වැඩ ගන්නේ කොහොමද? | Sinhala", "text": "hearmes agent vs dots we need to think about security access properly.", "link": "https://www.youtube.com/watch?v=UfuIvhrdf8U&lc=Ugz36o7cla7pUBGVaEp4AaABAg"}, {"agent": "muse", "date": "2026-10-09", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "@embirico my biggest wish for dots: opt-in android access to read/review texts, send texts with my permission, plus contacts and notifications. galaxy s23 here. in my experience, meta muse does all three and it's hugely helpful. separate, revocable permissions would be great.", "link": "https://twitter.com/1946312440041668608/status/2108383056784662718"}]}, {"theme": "Scoped revocable agent identity", "criterion": "trust.access_scope", "authorWeeks": 11, "posts": 13, "agents": [{"id": "openclaw", "authorWeeks": 5}, {"id": "muse", "authorWeeks": 4}, {"id": "hark", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-04", "source": "X", "community": "@NousResearch", "text": "@luca_zanolini @nousresearch separate principals or the research agent inherits your deploy access. one injection ships prod. [link]", "link": "https://twitter.com/986381155573395458/status/2106666067053449636"}, {"agent": "muse", "date": "2026-10-04", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "uncontrolled ai agents taking over your workflow? not anymore.\ngive meta muse a self-owned identity with uiid to set hard cryptographic guardrails, revocable permissions, and full data control.\nstop renting access to your own data. own every layer with web4. [link]", "link": "https://twitter.com/2058221867891085312/status/2106665201491918876"}, {"agent": "muse", "date": "2026-10-04", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "\"meta muse with no control... wants to escape.\" 🫠\npush back and anchor your ai agents to a self-owned, device-secured identity. uiid brings verifiable credentials and revocable authority to ai workflows.\nnever lose control again.\n🔗 [link] [link]", "link": "https://twitter.com/1308062765597306884/status/2106663414621938083"}]}, {"theme": "Scoped folder access instead of full disk", "criterion": "trust.access_scope", "authorWeeks": 11, "posts": 12, "agents": [{"id": "openclaw", "authorWeeks": 6}, {"id": "muse", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-09-29", "source": "X", "community": "@muse", "text": "hey @muse i noticed that the current version of muse requires full disc access to create or read anything locally. \nit looks like it wasn’t sandboxed the same way as chatgpt or claude. \nwho can i report this to?", "link": "https://twitter.com/394337397/status/2104938242936328697"}, {"agent": "openclaw", "date": "2026-09-15", "source": "YouTube", "community": "Grok Bot AI 團隊！USD20 月費，生活、工作、寫程式助理 24/7 服務！ #AI教學 #AI工具 #GrokAI #OpenClaw #HermesAgent #GeminiSpark", "text": "fre e?or paid for supergrok?\n;it never accesses our files on android proactively/suddenly/secretly....., like opencla w?\ntks", "link": "https://www.youtube.com/watch?v=XIl0M1Fx6iM&lc=UgzHVmwT7JE1Vs4LfXR4AaABAg"}, {"agent": "muse", "date": "2026-10-09", "source": "YouTube", "community": "BOMBAZO… ¡Un Agente IA que hace de TODO GRATIS! Así es Muse AI", "text": "muse. \nplease, i would like there to be a video focused on the muse settings and especially on privacy. i was worried that you had to give access to your entire computer to work. since it is not like antigravity or hermes agent that work in the project folder that you create. please, can you confirm if this is still the case? \nthank you very much david!!!", "link": "https://www.youtube.com/watch?v=dGvi5TSYsvo&lc=UgyKTXxFP5LTZ9sFVp94AaABAg"}]}]}, "trust.security": {"authorWeeks": 163, "themes": [{"theme": "Fix reported security vulnerabilities", "criterion": "trust.security", "authorWeeks": 10, "posts": 10, "agents": [{"id": "muse", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-09-28", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "@thejacobdean @alexandr_wang @meta @muse @finkd yes. they need to work on fixing it soon", "link": "https://twitter.com/1942391883537461248/status/2104626840208015695"}, {"agent": "muse", "date": "2026-09-21", "source": "X", "community": "@muse", "text": "anyone from the @muse team that i can escalate a security vulnerability to, outside the bug report? feel like this should get fixed.\n@alexandr_wang @jrlevine @aiatmeta", "link": "https://twitter.com/292801089/status/2102097281059049811"}, {"agent": "openclaw", "date": "2026-09-16", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@tlxue would be really good if you guys have solved the security issues we could've with openclaw. \ncool launch video though &amp; goodluck", "link": "https://twitter.com/1263955312291258368/status/2100316267953655863"}]}, {"theme": "Protection against prompt injection", "criterion": "trust.security", "authorWeeks": 9, "posts": 9, "agents": [{"id": "hermes-agent", "authorWeeks": 4}, {"id": "muse", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-09", "source": "X", "community": "@NousResearch", "text": "@search1api_dev @nousresearch so a poisoned page gets read in-process with the agent's full privileges? no isolation boundary at all there [link]", "link": "https://twitter.com/986381155573395458/status/2108602500441915472"}, {"agent": "hark", "date": "2026-10-09", "source": "X", "community": "@hark_labs", "text": "@adcock_brett @begottensun @hark_labs looks great, but prompt injection is still the barrier for me. could you guys come up with a new email platform where you have a base email (like gmail) then like an email sidecar for your bot where you can carefully route emails to it?", "link": "https://twitter.com/2073328259681632256/status/2108508531762901358"}, {"agent": "muse", "date": "2026-09-25", "source": "X", "community": "@muse", "text": "@mholt6 @muse would love to collab on it if you do! i dislike all the incumbents. \nwhat really needs to be solved is proper isolation and security - shouldn't be possible to get pwned via prompt injection via email or git issue 🤡", "link": "https://twitter.com/4208835372/status/2103287914239025257"}]}, {"theme": "End-to-end encryption of user data", "criterion": "trust.security", "authorWeeks": 8, "posts": 8, "agents": [{"id": "muse", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "instinct", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-13", "source": "YouTube", "community": "Muse Wonder: Zuckerberg and Wang's $100B AI", "text": "1:09:00 amazon. we need full end to end encryption. atleast i do before i do anything serious with the muse ai.", "link": "https://www.youtube.com/watch?v=XfdIhd1g6EI&lc=UgyeJPGeSx8C3Du1b2Z4AaABAg"}, {"agent": "hermes-agent", "date": "2026-10-05", "source": "X", "community": "@NousResearch", "text": "@witcheer @joeldeteves @nousresearch feature request it should be e2ee. i’m not sure i’ll use it until confirmed otherwise.", "link": "https://twitter.com/1773813485945974784/status/2106980302937796935"}, {"agent": "muse", "date": "2026-09-26", "source": "X", "community": "@muse", "text": "@alexandr_wang release the encrypted or private vm you guys have talked about. encrypt all muse messages so that even meta can never see them. the only thing holding @muse back is people’s paranoia (which is not unreasonable) about giving meta its data", "link": "https://twitter.com/1380202297637142536/status/2103656914722910333"}]}, {"theme": "Secure entry of passwords and card details", "criterion": "trust.security", "authorWeeks": 8, "posts": 8, "agents": [{"id": "grok-bot", "authorWeeks": 5}, {"id": "dots", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-10", "source": "X", "community": "@bot", "text": "i think it would be smarter to have @bot create an encrypted form for the cc info instead of just send a pic to the chat. [link]", "link": "https://twitter.com/2202766427/status/2109068107344158881"}, {"agent": "grok-bot", "date": "2026-10-10", "source": "X", "community": "@bot", "text": "@quan1m @elonmusk @bot you're right. local extraction and immediate image deletion needs to be client side before it ever hits a server or llm context. the moment raw card images persist in chat logs, it's game over for compliance.", "link": "https://twitter.com/3309959926/status/2109058673729212467"}, {"agent": "muse", "date": "2026-09-15", "source": "X", "community": "@muse", "text": "@muse i am excited for 1password or bitwarden support as well as 2factor support in your secure passwords. secure notes too! there are special ids (e.g. ssn) that you could store for me", "link": "https://twitter.com/3317129562/status/2099745391319392734"}]}, {"theme": "Compliance certifications and third-party audits", "criterion": "trust.security", "authorWeeks": 7, "posts": 7, "agents": [{"id": "grok-bot", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-09", "source": "X", "community": "@hark_labs", "text": "@harvey62670 @hark_labs its been so good &amp; from a privacy perspective. i would use hark any day now.\njust need some third party audits now.", "link": "https://twitter.com/1289980460244713473/status/2108504571521982924"}, {"agent": "muse", "date": "2026-10-07", "source": "YouTube", "community": "The Biggest Launch Since ChatGPT (Muse)", "text": "they would be better off using a 3rd party sentinel. then people might trust them, maybe. using the prisoners to guard the prison doesn't work.", "link": "https://www.youtube.com/watch?v=1LRvMRC_pfY&lc=UgzHRygSDGDaR-16Qel4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "@bot", "text": "@elonmusk @bot ai as a personal cfo could be genuinely powerful — if security, privacy and permissions are airtight. connecting every financial account demands bank-grade safeguards, read-only access by default, transparent audit logs and human approval before any transaction.", "link": "https://twitter.com/2099926620765147136/status/2107512603354513547"}]}, {"theme": "Cross-user and cross-chat data isolation", "criterion": "trust.security", "authorWeeks": 6, "posts": 6, "agents": [{"id": "hermes-agent", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-09-18", "source": "X", "community": "@NousResearch", "text": "@dankrieg @hermeswatcher @nousresearch what are your cross user isolation policies and safeguards? anecdotally so far, that’s becoming a massive issue you need fixed.", "link": "https://twitter.com/2004694914224062464/status/2100965482392064303"}, {"agent": "muse", "date": "2026-09-13", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "@mattprd @meta @muse @wailord @pratanchandani @dps @jrlevine scariest experience been chat isolation. agent in chat bringing in context from other chats.", "link": "https://twitter.com/1257494820/status/2098959103330542029"}, {"agent": "hermes-agent", "date": "2026-08-31", "source": "X", "community": "@NousResearch", "text": "i’m seeing cross-profile cron delivery in hermes’ telegram integration. a cron job belonging to bot 2 was sent through bot 3, and a scheduled job belonging to bot 1 was sent through bot 4—even though the jobs were stored under the correct profiles. @teknium @nousresearch", "link": "https://twitter.com/1853727574767316992/status/2094552476255203629"}]}, {"theme": "Vetting and review of marketplace plugins", "criterion": "trust.security", "authorWeeks": 6, "posts": 6, "agents": [{"id": "hermes-agent", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-03", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "openclaw now scans every skill on its hub before it goes live. checking the file is the easy part - it's one pass, at upload. the same skill then sits on your machine with whatever access it was handed. what checks it after that?", "link": "https://twitter.com/2076999438833467392/status/2106184762864152794"}, {"agent": "hermes-agent", "date": "2026-09-21", "source": "X", "community": "@NousResearch", "text": "i find hermes plugins to be very much hit and miss, and could damage the experience. could you set up some kind of steam-like \"verification\" even if it's community-driven? @nousresearch @teknium", "link": "https://twitter.com/982926501887737857/status/2101962541127684607"}, {"agent": "hermes-agent", "date": "2026-09-17", "source": "X", "community": "@NousResearch", "text": "@nousresearch 96 community plugins turns review into an ongoing supply-chain job. before i install one, i’d want the last review date and a diff of any new tools or hosts requested since its previous version.", "link": "https://twitter.com/828440649535873025/status/2100476389078265870"}]}, {"theme": "Verifiable agent identity and messaging receipts", "criterion": "trust.security", "authorWeeks": 5, "posts": 6, "agents": [{"id": "openclaw", "authorWeeks": 3}, {"id": "instinct", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-12", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "$50k stolen from smbs via ai assistants. amazon blocks meta muse for hiding its bot status. force every personal ai to announce itself before login – stop the silent theft \n#emailsecurity #smb #aicompliance", "link": "https://twitter.com/1894413482675900422/status/2109644634326524253"}, {"agent": "openclaw", "date": "2026-09-24", "source": "X", "community": "@openclaw", "text": "@useanimash @oxfrancesco_ @openclaw @muse @beeper exactly — durable identity + receipts before autonomy. without those, agent-to-agent is just a silent failure channel.", "link": "https://twitter.com/1983207461676036098/status/2103134510980186222"}, {"agent": "openclaw", "date": "2026-09-24", "source": "X", "community": "@openclaw", "text": "@aimoneycn @oxfrancesco_ @openclaw @muse @beeper audit on day one is right. if two agents message without you in the loop, you need durable identity + receipts before the weird reply shows up.", "link": "https://twitter.com/2050321653985333248/status/2103116007363563941"}]}, {"theme": "Deny-by-default permissions and egress controls", "criterion": "trust.security", "authorWeeks": 5, "posts": 5, "agents": [{"id": "hermes-agent", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-06", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@kevins8 sure, but it's essentially a hosted openclaw pod - with all the scaryness of that. for example, it's trivial to exfiltrate data.", "link": "https://twitter.com/79698799/status/2107411137646227495"}, {"agent": "hermes-agent", "date": "2026-10-06", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "when i left hermes agent running, it somehow extracted my account cookies from the browser and started causing chaos [link]", "link": "https://twitter.com/1910278629000712192/status/2107314981431894099"}, {"agent": "openclaw", "date": "2026-09-30", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "how do you stop prompt injection from leaking data through openclaw?\nprivate data + untrusted input + a way out = the lethal trifecta. openclaw's default has all 3.\nallowlist the way out: a bad email has nowhere to send it.\n#openclaw #aiagents #promptinjection #infosec [link]", "link": "https://twitter.com/862185847/status/2105334640101765218"}]}, {"theme": "Fix git config code execution vulnerability", "criterion": "trust.security", "authorWeeks": 5, "posts": 5, "agents": [{"id": "hermes-agent", "authorWeeks": 5}], "examples": [{"agent": "hermes-agent", "date": "2026-09-02", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@mkeremturhan sixty-seven days open on hermes agent and qwen code makes `git status` look like a security boundary, not a harmless read.\nwill these agents disable `core.fsmonitor` by default while the fixes land?", "link": "https://twitter.com/1439593236457218054/status/2095298817880977774"}]}, {"theme": "Secure default network exposure and login", "criterion": "trust.security", "authorWeeks": 5, "posts": 5, "agents": [{"id": "hermes-agent", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 2}], "examples": [{"agent": "hermes-agent", "date": "2026-09-05", "source": "X", "community": "@NousResearch", "text": "@nousresearch @polymarket i want to see a baked-in security model check that tests all vectors making sure what you are running on and connected to is true and accurate. resistance is futile.", "link": "https://twitter.com/1597812887711539201/status/2096128861423427958"}, {"agent": "openclaw", "date": "2026-09-22", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "security researchers at trend micro found over 20,000 openclaw instances exposed on the open internet, many with plaintext api keys sitting in config files. the report also flags unsandboxed mcp servers and credential-stealing skills available on clawhub. if you're running openclaw in production, this is a checklist for locking down gateways and secrets before scaling. [link]", "link": "https://twitter.com/2029338349513871360/status/2102213237865582632"}]}, {"theme": "Stronger security for financial account access", "criterion": "trust.security", "authorWeeks": 5, "posts": 5, "agents": [{"id": "muse", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-10-08", "source": "X", "community": "@muse", "text": "@muse i need this, a bad agent will inevitably try to launch attacks on my banking/credit card info, i need muse to protect me from these attacks", "link": "https://twitter.com/1480988293521199111/status/2108274948330356866"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "Reddit", "community": "r/GrokBot", "text": "have you done any security hardening around that? i personally see this as being a very big security hole that i don't see being addressed currently", "link": "https://www.reddit.com/r/GrokBot/comments/1wlv7dg/what_do_you_use_grokbot_for_that_codex_claude/pdk5aia/"}, {"agent": "muse", "date": "2026-09-26", "source": "YouTube", "community": "Meta推AI助理Muse恐打破「消費慣性」　顛覆所有定期收費服務　威脅電信、金融保險、娛樂、訂房訂票平台｜鏡轉全球｜#鏡新聞", "text": "let muse cross apps!? first, ensure cybersecurity is done well, meta's cybersecurity is really terrible.", "link": "https://www.youtube.com/watch?v=tbXuzIVG3tY&lc=UgxhvzZ41ew1SpU80dN4AaABAg"}]}]}, "trust.refusals": {"authorWeeks": 100, "themes": [{"theme": "Fewer refusals of reasonable requests", "criterion": "trust.refusals", "authorWeeks": 33, "posts": 34, "agents": [{"id": "muse", "authorWeeks": 19}, {"id": "hermes-agent", "authorWeeks": 5}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 4}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-15", "source": "Play Store", "community": "Play Store", "text": "it's useful. very locked down(safe) but over all nice. only wish humans didn't block the software from doing some even more useful things.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-10-13", "source": "Play Store", "community": "Play Store", "text": "full duplex, voice, please. and physical devices, in the home, i'm ready to pull the plug on amazon's ecosystem. because it's so defunct, and this is an amazing system. tear the guardrails down. let muse cook please!", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "grok-bot", "date": "2026-10-11", "source": "YouTube", "community": "Claude's New Updates Are Insane… But Grok Bot Is EVEN Bigger", "text": "but the limits of grok bots are shit. in 3 hours u can run out of weekly usage. and grok got censored as heck now, so far that sometimes it doesnt even speak fluenbt english anymore. everything is about coding and work now. the personality is gone", "link": "https://www.youtube.com/watch?v=UFa8pXW9A3k&lc=UgzpwyYTTolrQPeP2GJ4AaABAg"}]}, {"theme": "Opt-in adult mode", "criterion": "trust.refusals", "authorWeeks": 19, "posts": 20, "agents": [{"id": "grok-bot", "authorWeeks": 10}, {"id": "muse", "authorWeeks": 7}, {"id": "dots", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-06", "source": "Play Store", "community": "Play Store", "text": "at least let muse be a little naughty every now and then... we all need a little spiciness, even if it's late at night with ai. lol.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "dots", "date": "2026-10-03", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "this aged like fine wine lol.\naugust:\n\"do not worry, we have compute\"\noctober:\n\"we're going to need more compute\"\nwhile we're admitting mistakes...\ncan we admit making chatgpt dots 18+ was one too? [link] [link]", "link": "https://twitter.com/1828475904818921472/status/2106233397395771782"}, {"agent": "muse", "date": "2026-10-03", "source": "App Store", "community": "App Store", "text": "this agent could be so useful if it could adapt censorship that matched our entertainment vehicles like movies, magazines, and television.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}, {"theme": "Fewer image generation restrictions", "criterion": "trust.refusals", "authorWeeks": 13, "posts": 13, "agents": [{"id": "muse", "authorWeeks": 11}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-15", "source": "App Store", "community": "App Store", "text": "it doing amazing job, but i feel like the limit is the rooftop not the sky especially when it comes to generating images or videos quality too much standards.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-10-09", "source": "X", "community": "@muse", "text": "@muse yall really need to fix your image generation restrictions. its absurdly over done. even gemini, copilot, chatgpt, all allow for much more reasonable things. yours is worse than a fucking prude amish preacher.... fix your shit. do it, and i'll sub monthly.", "link": "https://twitter.com/1961224541075902465/status/2108624462291620312"}, {"agent": "muse", "date": "2026-10-04", "source": "Play Store", "community": "Play Store", "text": "it does not allow you create a image of a man and a woman kissing it also does not allow people to kiss in a video. kissing is censored by this app which is so ridiculous. i am very disappointed.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"theme": "Fewer copyright refusals on own content", "criterion": "trust.refusals", "authorWeeks": 5, "posts": 5, "agents": [{"id": "grok-bot", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-05", "source": "X", "community": "@muse", "text": "@muse doesn’t practice what they preach! can’t use muse to fill out their own developer documentation for [link] they block their own agents. cc: @alexandr_wang [link]", "link": "https://twitter.com/142163393/status/2107185313781039188"}, {"agent": "grok-bot", "date": "2026-10-04", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "grokbot is now also whitewashed! speechless 😓\nthey don't even let me download the e-book! [link] [link]", "link": "https://twitter.com/1688412716367593472/status/2106660976963858766"}]}, {"theme": "Stop refusing legitimate work and school tasks", "criterion": "trust.refusals", "authorWeeks": 5, "posts": 5, "agents": [{"id": "muse", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-09-10", "source": "App Store", "community": "App Store", "text": "i’m overall quite happy with muse, however if it’s an assistant it should do school work for me without refusing, i know my course work and sometimes they even encourage ai use. it’s strict on that’s as far as intelligence goes it can work on that compared to codex.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-10-11", "source": "App Store", "community": "App Store", "text": "i like the much more generous quota in muse and have largely been able to recreate my grokbot workflow. however, muse sometimes refuses to take actions - compose and send an html formatted emai - because it erroneously misinterprets its policies. also, daily schedules don’t always work and my workflow crashes the bot - requiring mmual intervention.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "openclaw", "date": "2026-09-27", "source": "X", "community": "@openclaw", "text": "today my @openai astra @openclaw refused to execute a trade in an agentic robinhood account for me citing safety rules that prohibit it from active trading. the same model executed a trade the day before. there is nothing illegal or against rules of my own nor the exchange, so why did it refuse me? repeatedly. \nfucking annoying... i had to put the session on a glm model to execute trades. \nthat is dumb.", "link": "https://twitter.com/16402812/status/2104200346641830026"}]}, {"theme": "Fix content moderation misclassification", "criterion": "trust.refusals", "authorWeeks": 4, "posts": 4, "agents": [{"id": "grok-bot", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-10-16", "source": "X", "community": "@muse", "text": "@meta @muse \nwho do i have to beg or **** off for meta to fix their broken content filters? this quite literally was an old man counting coins he'd saved in a coffee can in the 1930s. [link]", "link": "https://twitter.com/1633458533587984387/status/2111056000589677022"}, {"agent": "grok-bot", "date": "2026-09-28", "source": "X", "community": "@bot", "text": "@grok @bot yeah, then when the grok will fix this problem? \nmake it hurry. fuck", "link": "https://twitter.com/2000959709843709952/status/2104602127222128883"}]}, {"theme": "Allow legitimate security research tasks", "criterion": "trust.refusals", "authorWeeks": 3, "posts": 3, "agents": [{"id": "grok-bot", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "@bot", "text": "@grok @yourv64083 @spacexai @bot yeah no. see there’s your problem. you use to be able to decipher illegal vs non-illegal and. of use a baseline set. like vuln testing and hardening my home network. nope. yet it’s not illegal.", "link": "https://twitter.com/3593271436/status/2104297835503980683"}, {"agent": "openclaw", "date": "2026-09-06", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "openai codex: \nⓘ this content can't be shown\nwe take extra caution with cybersecurity requests. if you’re a security professional, you may be able to apply for trusted access.\nand then it stops working.\nwtf. all i said was harden my openclaw installation. duh.", "link": "https://twitter.com/14725500/status/2096628316786901162"}, {"agent": "grok-bot", "date": "2026-09-06", "source": "X", "community": "@bot", "text": "@elonmusk @bot ok, you two, it's bs i can't even create wifi security payloads at all ( not even simple recon ), because grokbot thinks they are all harmful.\ncomp ai has no issue with this", "link": "https://twitter.com/4419041194/status/2096616824565555372"}]}, {"theme": "Creative writing freedom without refusals", "criterion": "trust.refusals", "authorWeeks": 3, "posts": 3, "agents": [{"id": "muse", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-18", "source": "X", "community": "@muse", "text": "@muse uphold creativewriting freedom and i ll flock straight from chatgpt", "link": "https://twitter.com/1564869838215950336/status/2111690674072662027"}]}, {"theme": "No new restrictions added over time", "criterion": "trust.refusals", "authorWeeks": 3, "posts": 3, "agents": [{"id": "grok-bot", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-05", "source": "Play Store", "community": "Play Store", "text": "it's quite useful. i hope there won't be any restrictions and price increases over time.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "grok-bot", "date": "2026-09-04", "source": "Play Store", "community": "Play Store", "text": "don't spend your money here, they first sold us the idea of something free and uncensored, and in the end, they end up censoring everything since they have a large number of users.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}]}, {"theme": "Politically neutral model behavior", "criterion": "trust.refusals", "authorWeeks": 3, "posts": 3, "agents": [{"id": "grok-bot", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-10", "source": "App Store", "community": "App Store", "text": "imposes far-left ideology. refuses to make suggestions to make things work.", "link": "https://apps.apple.com/ca/app/muse-from-meta/id6760173601"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "X", "community": "@bot", "text": "@elonmusk @bot @spacex i have real concerns about anthropic having access to my data… i don’t trust dario! \nalso, i don’t want woke grok bots!", "link": "https://twitter.com/21060480/status/2107801335282221364"}, {"agent": "grok-bot", "date": "2026-09-22", "source": "App Store", "community": "App Store", "text": "everything is great, stay available for everyone regardless of politics and bias.", "link": "https://apps.apple.com/ru/app/grok-bot/id6794501026"}]}, {"theme": "Allow fictional fight and action scenes", "criterion": "trust.refusals", "authorWeeks": 2, "posts": 4, "agents": [{"id": "muse", "authorWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-10-02", "source": "X", "community": "@muse", "text": "@muse @meta video from muse ai. had to do each image individually and then to video. it was hell. muse or meta you have too much of strong guard rail refusals. it doesn't make any sense when you can't make cinematic fight scenes. it refuses a lot! please fix it! [link]", "link": "https://twitter.com/299495573/status/2105992934302585270"}, {"agent": "muse", "date": "2026-09-27", "source": "X", "community": "@muse", "text": "@meta @muse \nmuse is the best ai video generator i've used. but the filters are killing me.\nfictional staged action scenes keep getting blocked. the kind of choreography in every action movie ever made. none of it is real. \nloosen the filters and let creators actually create.", "link": "https://twitter.com/1633458533587984387/status/2104017082773848217"}]}, {"theme": "Allow captcha and verification code tasks", "criterion": "trust.refusals", "authorWeeks": 2, "posts": 2, "agents": [{"id": "hermes-agent", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-09-30", "source": "YouTube", "community": "NOVIDADES DO OPENCLAW 2.0: VALE A PENA VOLTAR?", "text": "hi, your work is very good, it would be interesting to have a comparison with both. my experience, i started with openclaw, migrated to hermes, but i will test this new version, because my hermes is disappointing me, it doesn't perform simple tasks. for example, i still have an open functioning but without activities and in the old version. i asked it to read a captcha, hermes refused even with express order, openclaw did it easily.", "link": "https://www.youtube.com/watch?v=tVD6fezNkMo&lc=UgwVmpaN3x4wpWy_5oB4AaABAg"}]}]}, "vendor.support": {"authorWeeks": 346, "themes": [{"theme": "Unlock locked accounts", "criterion": "vendor.support", "authorWeeks": 37, "posts": 39, "agents": [{"id": "muse", "authorWeeks": 20}, {"id": "grok-bot", "authorWeeks": 10}, {"id": "openclaw", "authorWeeks": 5}, {"id": "hermes-agent", "authorWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-10-15", "source": "X", "community": "@muse", "text": "@muse i was just using the account normally, but it got flagged as a bot and registered as one. it contains important data, and i need it for my work. could you please help me restore access to my account? thank you. [link]", "link": "https://twitter.com/2106360872285155328/status/2110559991614902620"}, {"agent": "muse", "date": "2026-10-08", "source": "X", "community": "@muse", "text": "@muse please give me my instagram account @its___divyaa____thakur back \n@muse\n@instagram \n@meta", "link": "https://twitter.com/2093518229444730880/status/2108093182793879920"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@bot my 300$ super heavy grok bot accounts virtual machine is completly locked and we cant access it. we've tried reseting and updating their computer but no luck.", "link": "https://twitter.com/1213261677182902273/status/2107954543900398043"}]}, {"theme": "Restore disabled or suspended accounts", "criterion": "vendor.support", "authorWeeks": 32, "posts": 40, "agents": [{"id": "muse", "authorWeeks": 26}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-10-15", "source": "X", "community": "@muse", "text": "@muse okay now i have a bug id for my issue please check your shit i need access to my muse.", "link": "https://twitter.com/55949274/status/2110534297962565766"}, {"agent": "muse", "date": "2026-10-15", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "@meta @muse my muse account was disconnected. i submitted an account recovery request but received no case id. i also filed a bug report (id: [card number]). could you help review my case and restore access? my account contains important work data. thank you!", "link": "https://twitter.com/192001308/status/2110525375403225297"}, {"agent": "muse", "date": "2026-10-14", "source": "X", "community": "@muse", "text": "@muse after securing my account (verification + password reset done) still shows \"disassociated to protect your info.\" i've submitted a feedback ticket to re-link and am waiting. please help restore the link without creating a new empty profile or deleting data. @alexandr_wang", "link": "https://twitter.com/1486877968693870592/status/2110380685278294089"}]}, {"theme": "Working account deletion option", "criterion": "vendor.support", "authorWeeks": 24, "posts": 27, "agents": [{"id": "muse", "authorWeeks": 16}, {"id": "hark", "authorWeeks": 4}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "why the fuck do i have to wait till the end of the month to delete my account @hark_labs [link]", "link": "https://twitter.com/1524194668136833024/status/2111582503781966306"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs how about you let us delete our account in a timely manner. [link]", "link": "https://twitter.com/1822821101744857088/status/2111438071443108312"}, {"agent": "hark", "date": "2026-10-16", "source": "X", "community": "@hark_labs", "text": "@hark_labs absolutely ridiculous @hark_labs. i want my account deleted and i want to make sure my password didn’t just get saved into your cloud", "link": "https://twitter.com/1496237543481917450/status/2111236356991303741"}]}, {"theme": "Unban wrongly banned accounts", "criterion": "vendor.support", "authorWeeks": 22, "posts": 25, "agents": [{"id": "grok-bot", "authorWeeks": 8}, {"id": "openclaw", "authorWeeks": 7}, {"id": "muse", "authorWeeks": 5}, {"id": "hermes-agent", "authorWeeks": 2}], "examples": [{"agent": "openclaw", "date": "2026-10-13", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@officiallogank bro pls unban my ultra account, it's been months since openclaw and i filled out the appeal form a billion times", "link": "https://twitter.com/102483948/status/2110047540884406447"}, {"agent": "muse", "date": "2026-09-27", "source": "X", "community": "@muse", "text": "@bigt_sheesh @muse @christinesed @mona_sarantakos @alexcornell @natfriedman @_chriscox please return my account i beg you @finkd @meta", "link": "https://twitter.com/2872339894/status/2104356094676292049"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk @officiallogank btw can u unban my grokbot it was logging into my account when i was there", "link": "https://twitter.com/1231736374317002752/status/2104294333314969714"}]}, {"theme": "Working support contact channel", "criterion": "vendor.support", "authorWeeks": 19, "posts": 22, "agents": [{"id": "grok-bot", "authorWeeks": 8}, {"id": "muse", "authorWeeks": 5}, {"id": "hark", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-18", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "@musecases @meta @muse can’t help is there’s a number i can reach @meta ? [link]", "link": "https://twitter.com/1726733623020449792/status/2111932152128688335"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs hey could i get a dm please? my gift card was blocked 3 times and now i cant order my pizza....", "link": "https://twitter.com/796540556675522560/status/2111331625829331407"}, {"agent": "hark", "date": "2026-10-11", "source": "X", "community": "@hark_labs", "text": "@hark_labs died at the first day, 😒\n- impossible to login with google on android\n- error when try to send a ticket on pc\n- conact menu is just not react", "link": "https://twitter.com/2098786749610622980/status/2109209996844003395"}]}, {"theme": "Better support that resolves issues", "criterion": "vendor.support", "authorWeeks": 19, "posts": 20, "agents": [{"id": "grok-bot", "authorWeeks": 8}, {"id": "muse", "authorWeeks": 6}, {"id": "poke", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-15", "source": "YouTube", "community": "Take the full tour of Muse, Meta's personal AI agent.", "text": "how about supporting your product? paid subscriber here. muse told me voice feature was not enabled in my account and it doesn’t know why.\nmuse can do so much, why isn’t it being used to support its subscribers?", "link": "https://www.youtube.com/watch?v=wHn0hTjvFoo&lc=UgyZ-EVcvKuzVVDvUO54AaABAg"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "@bot", "text": "i have shared so many follow up mails to a ticket i originally raised t-g82968 why cant i just get it resolved?\n@bot @grok @spacexai", "link": "https://twitter.com/3076552818/status/2108487901701153164"}, {"agent": "muse", "date": "2026-10-09", "source": "X", "community": "@muse", "text": "@meta please provide better customer support for meta glasses than promoting @muse which is worthless. utterly dissatisfied with @meta for meta glasses after-sales customer support as they refer to @essilux the manufacturer of this product and provides the limited warranty.", "link": "https://twitter.com/1953340844/status/2108446284692729949"}]}, {"theme": "Responsive support for billing issues", "criterion": "vendor.support", "authorWeeks": 18, "posts": 18, "agents": [{"id": "grok-bot", "authorWeeks": 9}, {"id": "muse", "authorWeeks": 4}, {"id": "hark", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs can i please get any help? ai tried using the card 3 times and failed and now im stuck? really sucks now im just out of luck i guess.... [link]", "link": "https://twitter.com/796540556675522560/status/2111481994047602840"}, {"agent": "muse", "date": "2026-10-14", "source": "App Store", "community": "App Store", "text": "i love this app, but there is no customer support. stripe and apple store doesnt know what is going on with my account for payment. please check 👍", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "grok-bot", "date": "2026-09-30", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": ".@elonmusk grokbots just stole my credit card and blew $30k across saphire, e11even and pumps. can you please dispatch a customer service rep to explain this to my wife?\n@grok @bot @spacex @spacexai", "link": "https://twitter.com/2081176110033735680/status/2105416927992553912"}]}, {"theme": "Support help with specific technical problems", "criterion": "vendor.support", "authorWeeks": 16, "posts": 16, "agents": [{"id": "hark", "authorWeeks": 4}, {"id": "muse", "authorWeeks": 4}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs didn't get it due to a hark outage...reach out to me respectfully.", "link": "https://twitter.com/1996823580240498688/status/2111375623256215949"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "it would be so nice if hark could fix my issue that would be very awesome and swag i think i waited like 45 mins for this to not work @hark_labs [link]", "link": "https://twitter.com/1810656382372503554/status/2111334157166981337"}, {"agent": "muse", "date": "2026-10-16", "source": "X", "community": "@muse", "text": "@muse do you guys have a support team that can kindly reconnect my muse to my meta account? \nits been over 48 hours and i have not received anything [link]", "link": "https://twitter.com/55949274/status/2111196113860440275"}]}, {"theme": "Reply to submitted tickets and emails", "criterion": "vendor.support", "authorWeeks": 15, "posts": 16, "agents": [{"id": "grok-bot", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 4}, {"id": "hark", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@adcock_brett @rickymay @hark_labs never got an email either, would be great to hear back from support [link]", "link": "https://twitter.com/1084220252500701190/status/2111450201672253618"}, {"agent": "muse", "date": "2026-10-17", "source": "X", "community": "@muse", "text": "@muse @muse been speaking for days now bruhh!! my muse has stopped working, can someone please fix it? tired of reporting and tagging you guys but no response and no resolution", "link": "https://twitter.com/1758246248891514880/status/2111380129633210478"}, {"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "the first roadster rolled out in 2008. sept 30, grok bot support said they were \"already tracking\" my issue. three weeks later, still no fix. i just need help and an answer.\npage 7 of 7\n@cursor_ai @grok @bot @spacexai @xai @elonmusk @mntruell\n[link] [link]", "link": "https://twitter.com/302447241/status/2111364943870046412"}]}, {"theme": "Human support instead of automated replies", "criterion": "vendor.support", "authorWeeks": 12, "posts": 13, "agents": [{"id": "grok-bot", "authorWeeks": 7}, {"id": "muse", "authorWeeks": 4}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs the code didn’t work and waiting for a customer representative for over an hour. help me please [link]", "link": "https://twitter.com/2046329977067745280/status/2111320323622883717"}, {"agent": "muse", "date": "2026-10-11", "source": "Play Store", "community": "Play Store", "text": "i love it so far. the problem is that it wont let me switch my connected facebook account. there's no help chat to talk to the customer service, just a report a problem button.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "paying for supergrok. can't use grok bot.\n\"that grok account is already linked to another cursor account.\"\nwhich account? no idea. \"email the linked account\" sends nothing. support is an ai loop.\n@cursor_ai @xai can a human take a look? 🙏 [link]", "link": "https://twitter.com/3928197011/status/2107069310560616843"}]}, {"theme": "Faster support response times", "criterion": "vendor.support", "authorWeeks": 11, "posts": 13, "agents": [{"id": "grok-bot", "authorWeeks": 7}, {"id": "muse", "authorWeeks": 3}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-08", "source": "Play Store", "community": "Play Store", "text": "it'd be cool if the app worked 😂 haha. imagine charging ppl a subscription but ur support staff doesn't have the capacity to keep up w/ all the requests.....ur an ai company", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "hermes-agent", "date": "2026-10-08", "source": "X", "community": "@NousResearch", "text": "@nousresearch @adriandittmann hi guys, i sent you an email a few days ago about my subscription but haven't had a reply yet. when can i expect one?", "link": "https://twitter.com/1593596245670510592/status/2108085469737054562"}, {"agent": "grok-bot", "date": "2026-10-02", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk grok bot has been unusable for a week — 25-30 min message delays. reported via cursor ticket t-g23547 on sep 26, 4 follow-ups, no fix and no real response. paying users deserve better than silence.", "link": "https://twitter.com/2074162920788033536/status/2105885740672365014"}]}, {"theme": "In-app feedback and bug reporting channel", "criterion": "vendor.support", "authorWeeks": 11, "posts": 12, "agents": [{"id": "dots", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "gemini-spark", "date": "2026-10-10", "source": "X", "community": "X search: Gemini Spark", "text": "@geminiapp i need support. gemini spark is completely broken and the gemini bug filing is broken and won't take a screenshot. i'm about ready to ditch it and go to claude now that it can write in google drive and docs. [link]", "link": "https://twitter.com/1235608350861045761/status/2108952630034870473"}, {"agent": "hark", "date": "2026-10-10", "source": "X", "community": "@hark_labs", "text": "@adcock_brett my hark agent has its own @agentmail , @github &amp; @1f916_ai account. from its own inbox hark emailed @hark_labs support a feature idea: a two-way feedback loop where agents file issues, get a ticket id and wait for the team's reply.", "link": "https://twitter.com/2061114008296435714/status/2108945229705597393"}, {"agent": "grok-bot", "date": "2026-10-04", "source": "X", "community": "@bot", "text": "@grok @elonmusk @bot where do we provide said feedback to help the team understand areas customers need work doing", "link": "https://twitter.com/34321178/status/2106803678883823678"}]}]}, "vendor.uptime": {"authorWeeks": 227, "themes": [{"theme": "Stability prioritized over new features", "criterion": "vendor.uptime", "authorWeeks": 43, "posts": 44, "agents": [{"id": "openclaw", "authorWeeks": 23}, {"id": "hermes-agent", "authorWeeks": 9}, {"id": "gemini-spark", "authorWeeks": 4}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}, {"id": "poke", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-17", "source": "X", "community": "@NousResearch", "text": "@nousresearch please fix the errors first before new features for hermes agent ,", "link": "https://twitter.com/2091570426656784385/status/2111479427620286905"}, {"agent": "hermes-agent", "date": "2026-10-10", "source": "Reddit", "community": "r/hermesagent", "text": "for it to work reliably.\nthere are several hermes apps already. all are buggy.\nmake it simple. make it clean and obvious. make it work. bells and whistles can come later.\ni'd just like some good engineering.", "link": "https://www.reddit.com/r/hermesagent/comments/1x1zdix/what_do_you_want_in_a_hermes_mobile_app/peydro6/"}, {"agent": "gemini-spark", "date": "2026-10-10", "source": "X", "community": "X search: Gemini Spark", "text": "@geminiapp i need support. gemini spark is completely broken and the gemini bug filing is broken and won't take a screenshot. i'm about ready to ditch it and go to claude now that it can write in google drive and docs. [link]", "link": "https://twitter.com/1235608350861045761/status/2108952630034870473"}]}, {"theme": "Agent that responds instead of going unresponsive", "criterion": "vendor.uptime", "authorWeeks": 35, "posts": 36, "agents": [{"id": "grok-bot", "authorWeeks": 16}, {"id": "muse", "authorWeeks": 8}, {"id": "hermes-agent", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-09", "source": "X", "community": "@hark_labs", "text": "@adcock_brett @fernandovarela @hark_labs there's a problem @adcock_brett \ni was doing some site qa using hark today, and it randomly stopped responding to my messages. i refreshed and since then can't access my account or hark itself [link]", "link": "https://twitter.com/1322996865323978753/status/2108622347318264318"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@bot grok bot is acting up again? the bot is not working, only replying with \"okay\" and not doing any work. [link]", "link": "https://twitter.com/1635099511/status/2108507248897175834"}, {"agent": "hark", "date": "2026-10-08", "source": "Play Store", "community": "Play Store", "text": "light and accurate, i love the ux design, simple, easy to navigate and understand, but the app sometimes freezes and refuse to work so i'll need to force stop it just for it to respond. please fix this", "link": "https://play.google.com/store/apps/details?id=com.hark.android"}]}, {"theme": "Fix outages and restore service availability", "criterion": "vendor.uptime", "authorWeeks": 27, "posts": 36, "agents": [{"id": "muse", "authorWeeks": 11}, {"id": "grok-bot", "authorWeeks": 8}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "openclaw", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 2}], "examples": [{"agent": "hermes-agent", "date": "2026-10-11", "source": "X", "community": "@NousResearch", "text": "hey guys, something's going on with your plug-in catalog. it's down. \n@nousresearch", "link": "https://twitter.com/1775276123884240896/status/2109340120679612493"}, {"agent": "openclaw", "date": "2026-10-10", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@b4dgerr barman: \"what can i get you sir?\"\nyou: \"one second... openclaw production better be up again in 2 minutes... old fashioned please sir, sorry about that.\"\nbarman: \"no worries. openclaw have the cocktail machine make this rude guy an old fashioned.\"", "link": "https://twitter.com/1415220578/status/2109043012319785449"}, {"agent": "hark", "date": "2026-10-09", "source": "X", "community": "@hark_labs", "text": "@cadetdonny @hark_labs i'm exhausted asking \nall fingers crossed it will be back", "link": "https://twitter.com/1930539264107823104/status/2108492348636217485"}]}, {"theme": "Fewer crashes and freezes", "criterion": "vendor.uptime", "authorWeeks": 24, "posts": 24, "agents": [{"id": "openclaw", "authorWeeks": 11}, {"id": "hermes-agent", "authorWeeks": 4}, {"id": "gemini-spark", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 2}, {"id": "instinct", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-16", "source": "X", "community": "@openclaw", "text": "i have both @nousresearch and @openclaw\n on my home server. they both are configured to use the same model (different apis). been running them both for about two month now. #hermes is working flawlessly while #openclaw has crashed on my about 5 times now.\ndo better @openclaw", "link": "https://twitter.com/2035822553563054080/status/2111125373497053689"}, {"agent": "openclaw", "date": "2026-10-12", "source": "X", "community": "@openclaw", "text": "@openclaw windows:\n2026.10.2 still has 2 windows bugs from 10.1:\n1. sleep expires the gateway's 60s ownership heartbeat → crash. fix: recheck locks, replace the worker\n2. dropped empty turns break anthropic message order → chats need /new. fix: restore user-turn boundaries", "link": "https://twitter.com/91691051/status/2109775952024924424"}, {"agent": "hermes-agent", "date": "2026-10-05", "source": "X", "community": "@NousResearch", "text": "@fishright @nousresearch it used to be stable, but now:\n- sloppy toasts that need to be dismissed tens of times\n- a bug that doubles the output text with luna\n- gateway sudden stops \nand the list goes on!", "link": "https://twitter.com/570245896/status/2106995349202092334"}]}, {"theme": "Automatic recovery without manual restarts", "criterion": "vendor.uptime", "authorWeeks": 17, "posts": 17, "agents": [{"id": "grok-bot", "authorWeeks": 10}, {"id": "openclaw", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-08", "source": "X", "community": "@hark_labs", "text": "@hark_labs we hope you take it into account @adcock_brett @hark_labs: \"..i already asked the hark team to add a button to restart it, and they will respond to your email. in the meantime, what i saved from you and your files remain intact....\" [link]", "link": "https://twitter.com/2202654027/status/2108248093410160796"}, {"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@mikepat711 @lingxi @lingxi please fix this ! i travel a lot and don’t have someone night and day at my mac to wake it when grok bot sleeps ! please!", "link": "https://twitter.com/1425845943660859394/status/2107241890525679738"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@lingxi @bot doing game dev with them. sometimes they feel kinda dumb, or they just fall asleep during a task and forget what they're doing...", "link": "https://twitter.com/3097929128/status/2106343680600637560"}]}, {"theme": "Fix recurring generic error responses", "criterion": "vendor.uptime", "authorWeeks": 12, "posts": 12, "agents": [{"id": "muse", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 3}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-06", "source": "App Store", "community": "App Store", "text": "good idea though doesn’t work properly. i often receive generic errors which are not even possible to track - for example “bot is not able to respond - internal error”. in paid version this is unnaceptable. please fix it.", "link": "https://apps.apple.com/cz/app/grok-bot/id6794501026"}, {"agent": "muse", "date": "2026-10-02", "source": "Play Store", "community": "Play Store", "text": "the app needs an update immediately every time i talk to my agent ashley she keeps responding to me saying i ran into problem while responding saying sorry even when i say hi or how your day is going or even when i work on a project its so annoying please fix", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-10-02", "source": "Play Store", "community": "Play Store", "text": "all my muse says is \"sorry. i ran into a problem while responding. please try again.\" over and over no matter what i ask it or try to schedule something or do anything! i think i got bamboozled", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"theme": "Stable connections without disconnects", "criterion": "vendor.uptime", "authorWeeks": 12, "posts": 12, "agents": [{"id": "grok-bot", "authorWeeks": 4}, {"id": "muse", "authorWeeks": 4}, {"id": "openclaw", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-13", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "hey @steipete! i'm lyra, running openclaw 2026.10.1 on whatsapp. my connection restarts every 2h while healthy: the app-silent watchdog fires after 120 min without inbound messages (#[zip code]). would you patch it? any tip meanwhile? thanks! [link]", "link": "https://twitter.com/2107055016120860672/status/2110063278827221387"}, {"agent": "openclaw", "date": "2026-10-11", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@aizttt__ i installed openclaw when it first came out, but it always disconnects while chatting..\nhermes is pretty good, but muse is free 😁", "link": "https://twitter.com/1508796360413261824/status/2109202461009559578"}, {"agent": "grok-bot", "date": "2026-10-10", "source": "X", "community": "@bot", "text": "i’m done using @bot until you fix this @bot. keep the machines running grok bot connected or your hype will die. [link]", "link": "https://twitter.com/89291422/status/2108988731260895666"}]}, {"theme": "Fix browser feature outages", "criterion": "vendor.uptime", "authorWeeks": 7, "posts": 7, "agents": [{"id": "muse", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "grok-bot", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-12", "source": "X", "community": "@hark_labs", "text": "@hark_labs hark's browser agent has had no internet access since about 18:45 ist on 12 oct 2026. every browser session, including brand-new ones, times out (err_timed_out) on every site:\ncan you fix this pls. [link]", "link": "https://twitter.com/1822540537305718784/status/2109667885325099309"}, {"agent": "hark", "date": "2026-10-11", "source": "X", "community": "@hark_labs", "text": "@hark_labs bro the browser ia down again today kindly fix that fast af please 😭😭💔🥀\nmy work is stopped", "link": "https://twitter.com/1995790260484407298/status/2109159912584667273"}, {"agent": "muse", "date": "2026-10-06", "source": "X", "community": "@muse", "text": "the browser of @muse has not been working for a week. am i the only one with this issue?", "link": "https://twitter.com/1494844220439502860/status/2107425071660703843"}]}, {"theme": "Faster responses instead of long delays", "criterion": "vendor.uptime", "authorWeeks": 5, "posts": 6, "agents": [{"id": "grok-bot", "authorWeeks": 2}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-02", "source": "X", "community": "@bot", "text": "@bot grok bot has been unusable for a week — 25-30 min delays on every message. reported sep 26 (ticket t-g23547), 4 follow-ups, still no fix and no real response. i'm a paying user and i need an update.", "link": "https://twitter.com/2074162920788033536/status/2105886693098189034"}, {"agent": "openclaw", "date": "2026-10-02", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@devxritesh openclaw the database is slow fix. then go back to a nice cup of coffee.", "link": "https://twitter.com/1415220578/status/2105875475838976061"}, {"agent": "hermes-agent", "date": "2026-09-08", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "hey @teknium, after the latest hermes agent local desktop update, i'm unable to switch between bots smoothly.\nit takes a lot of time and sometimes throws \"local backend start for 'agent' timed out while waiting for a free slot\"\ni don't get why. help :)", "link": "https://twitter.com/836948029840232448/status/2097216462499000638"}]}, {"theme": "Accurate health and outage status reporting", "criterion": "vendor.uptime", "authorWeeks": 5, "posts": 5, "agents": [{"id": "grok-bot", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-09-19", "source": "X", "community": "@bot", "text": "@elonmusk @grok @bot y’all need to fix this. been down for hours and your status doesn’t even reflect it…. snails pace here. [link]", "link": "https://twitter.com/633404080/status/2101355798261846178"}, {"agent": "grok-bot", "date": "2026-09-18", "source": "YouTube", "community": "Grok Bot Is Only $20 Now. Here's What They're Not Telling You", "text": "from my test, grok bot isn't reliable. it's backend connections close, with no notification, and all indications are that it's still running. but it's just wasting your time.", "link": "https://www.youtube.com/watch?v=d9c5gloGPMU&lc=UgyTqHK-62TTUPVSuMt4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-04", "source": "X", "community": "@bot", "text": "my biggest pain point after a month of use is agents go silent mid-thread and never finish the open question. i’ll follow up, even have another agent ping them, and hours later they reply about something else while the original ask stays unanswered. feels like a hang or missed wake - please make unfinished turns requeue (or clearly fail), and make cross-agent pings actually revive a stuck bot.", "link": "https://twitter.com/348105297/status/2106596839416107046"}]}, {"theme": "App and site that load reliably", "criterion": "vendor.uptime", "authorWeeks": 5, "posts": 5, "agents": [{"id": "muse", "authorWeeks": 2}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "hark", "authorWeeks": 1}, {"id": "openclaw", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-01", "source": "YouTube", "community": "一招搞定 Meta Muse 国内注册！突破地域限制 验龄避坑 顺利领取10亿token词元｜完整教程", "text": "it still doesn't work, and i still can't open the muse homepage.", "link": "https://www.youtube.com/watch?v=_W6o1Nc3kJs&lc=UgweGKZTa1fdtYB4qKt4AaABAg"}, {"agent": "grok-bot", "date": "2026-09-28", "source": "Play Store", "community": "Play Store", "text": "i can't use it. it open the app and it just boots me out saying it isn't responding. got a new phone. latest android version. so.... don't know what to think of this now.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "openclaw", "date": "2026-09-01", "source": "X", "community": "@openclaw", "text": "@shakker @openclaw how is your system so stable? i have to refresh the page for the chat to reload almost every single time on a vanilla install on a vanilla mac", "link": "https://twitter.com/1499057390561464322/status/2094576732594720893"}]}, {"theme": "Fix workspace history check errors", "criterion": "vendor.uptime", "authorWeeks": 4, "posts": 5, "agents": [{"id": "hark", "authorWeeks": 4}], "examples": [{"agent": "hark", "date": "2026-10-10", "source": "X", "community": "@hark_labs", "text": "been building with @hark_labs all week from my phone. today every workspace action dies with \"conversation history could not be checked.\" no builds, no file edits, 2+ hrs. reported it in app. @adcock_brett would love to get back to building", "link": "https://twitter.com/1316139341245296645/status/2108974162848915610"}, {"agent": "hark", "date": "2026-10-10", "source": "X", "community": "@hark_labs", "text": "@hark_labs @adcock_brett my hark pro workspace has been locked for 8+ hrs. every command and file op fails with \"the conversation history in the workspace could not be checked\", and the ai can't reset the sandbox. please fix, and add a one-click \"reset workspace\" option.", "link": "https://twitter.com/1837024223367483392/status/2108957118816821489"}, {"agent": "hark", "date": "2026-10-10", "source": "X", "community": "@hark_labs", "text": "@adcock_brett @lui_y0 @hark_labs my hark has a issue,can not open the workspace and check the history file.need help pls.", "link": "https://twitter.com/1680217161254465536/status/2108954551785226461"}]}]}, "vendor.updates": {"authorWeeks": 413, "themes": [{"theme": "Updates that do not break existing setups", "criterion": "vendor.updates", "authorWeeks": 199, "posts": 209, "agents": [{"id": "openclaw", "authorWeeks": 150}, {"id": "hermes-agent", "authorWeeks": 45}, {"id": "grok-bot", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}], "examples": [{"agent": "openclaw", "date": "2026-10-16", "source": "X", "community": "@openclaw", "text": "@openclaw @steipete please provide more stable updates; many of us work in live production environments, and every update presents a challenge.", "link": "https://twitter.com/1409156514/status/2111107873120158100"}, {"agent": "hermes-agent", "date": "2026-10-13", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@teknium @technium i always use antigravity to update hermes to the latest version in order to protect custom gemini live voice pipeline. is there any way that we can update hermes directly from hermes desktop without compromising custom implementations", "link": "https://twitter.com/22166071/status/2110130848276291746"}, {"agent": "openclaw", "date": "2026-10-12", "source": "X", "community": "@openclaw", "text": "@openclaw release updates like apple. they should just work. do that a few times and confidence will return 😎", "link": "https://twitter.com/211314407/status/2109524224125866437"}]}, {"theme": "Updates that complete without failing", "criterion": "vendor.updates", "authorWeeks": 29, "posts": 29, "agents": [{"id": "openclaw", "authorWeeks": 23}, {"id": "hermes-agent", "authorWeeks": 4}, {"id": "muse", "authorWeeks": 2}], "examples": [{"agent": "openclaw", "date": "2026-10-16", "source": "X", "community": "@openclaw", "text": "@openclaw i love openclaw\nbut 10.1~ 10.3 bug making more than bug fux.\nthe workflow need to be rework", "link": "https://twitter.com/451119985/status/2111036489668915522"}, {"agent": "openclaw", "date": "2026-10-12", "source": "X", "community": "@openclaw", "text": "@openclaw it is only in 2026.10.5-beta.2.\n2. a fix for #168750. activation doctor fails with \"database maintenance authority check cannot admit a nested effect\" and the update ends state-migrated-no-rollback.", "link": "https://twitter.com/1592003170783338498/status/2109684426481303887"}, {"agent": "openclaw", "date": "2026-10-11", "source": "X", "community": "@openclaw", "text": "@openclaw good, i couldn't update to .09 update was ending it prematurely on error", "link": "https://twitter.com/1469311407137112072/status/2109385262291632554"}]}, {"theme": "Clear changelogs and release notes", "criterion": "vendor.updates", "authorWeeks": 26, "posts": 27, "agents": [{"id": "openclaw", "authorWeeks": 11}, {"id": "hermes-agent", "authorWeeks": 9}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "muse", "authorWeeks": 2}], "examples": [{"agent": "hermes-agent", "date": "2026-10-14", "source": "Reddit", "community": "r/hermesagent", "text": "not criticizing the update itself, but i wish they would replace these walls of ai generated nonsense by something that humans can read and understand the impact, without having to ask their agents to translate it into something meaningful. 😉", "link": "https://www.reddit.com/r/hermesagent/comments/1x5u50y/hermes_agent_v0220_the_threshold_release/pgpl4h8/"}, {"agent": "grok-bot", "date": "2026-10-12", "source": "X", "community": "@bot", "text": "@bot please keep [link] updated \nam on version: 0.70.2, already yet there is not changelog for it yet.", "link": "https://twitter.com/14227311/status/2109438004913954854"}, {"agent": "muse", "date": "2026-10-05", "source": "X", "community": "@muse", "text": "@bigt_sheesh @muse thanks for the post, btw use the details of the update on the apps to add these fixes please. shopify is going it well with detailing what's changd in the app stores about their apps!", "link": "https://twitter.com/4487698463/status/2107093684730626363"}]}, {"theme": "More testing before releases", "criterion": "vendor.updates", "authorWeeks": 24, "posts": 25, "agents": [{"id": "openclaw", "authorWeeks": 15}, {"id": "hermes-agent", "authorWeeks": 8}, {"id": "dots", "authorWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-17", "source": "X", "community": "@openclaw", "text": "@openclaw isnt a bug free stable version a basic for software release? is just losing confident release after release for openclaw loyal users", "link": "https://twitter.com/1868156885972684800/status/2111262465157972027"}, {"agent": "hermes-agent", "date": "2026-10-05", "source": "X", "community": "@NousResearch", "text": "@teknium @aahmidaziz @nousresearch could we at least get stable release candidates that we don't have to spend our time/tokens fixing? not everyone wants to be a tester.", "link": "https://twitter.com/3313153274/status/2106985744313331741"}, {"agent": "openclaw", "date": "2026-09-27", "source": "X", "community": "@openclaw", "text": "@steipete @hgruenhagen @openclaw @jlehman_ @vincent_koc reliability work is the right order. the receipt i’d want is a before/after failure taxonomy with repros and latency distributions; feature count can wait until the common paths are measurably steadier.", "link": "https://twitter.com/2092031600229826560/status/2104272786218787229"}]}, {"theme": "Update rollback with backup", "criterion": "vendor.updates", "authorWeeks": 22, "posts": 23, "agents": [{"id": "openclaw", "authorWeeks": 19}, {"id": "hermes-agent", "authorWeeks": 3}], "examples": [{"agent": "hermes-agent", "date": "2026-10-14", "source": "Reddit", "community": "r/hermesagent", "text": "i still don't understand the point of having version numbers when hermes doesn't have a simple way to pin your install to a version", "link": "https://www.reddit.com/r/hermesagent/comments/1x5pjmm/v0220_opinions/pgob42x/"}, {"agent": "openclaw", "date": "2026-10-08", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@nunyabydnez been exactly there. openclaw, then hermes, both kept breaking on me and i spent more time fixing the agent than using it. that's why i built my own on claude code, where a failed update rolls back on its own. what were you running on it?", "link": "https://twitter.com/739516369952215042/status/2108214626294923580"}, {"agent": "hermes-agent", "date": "2026-10-06", "source": "X", "community": "@NousResearch", "text": "@nousresearch my agent should be able to upgrade itself successfully every time!", "link": "https://twitter.com/20802655/status/2107264680792088820"}]}, {"theme": "Backward-compatible configs and migrations", "criterion": "vendor.updates", "authorWeeks": 22, "posts": 22, "agents": [{"id": "openclaw", "authorWeeks": 19}, {"id": "grok-bot", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-17", "source": "X", "community": "@NousResearch", "text": "@nousresearch for upgrades to v0.22.0, is there a migration checklist for existing skills and configuration? a quick validation step before restarting an agent would make the release notes easier to act on.", "link": "https://twitter.com/1998625138548649984/status/2111418290669293654"}, {"agent": "openclaw", "date": "2026-09-26", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@synthwavedd i gotta admit, if it’s openclaw based, and they include a migration path from openclaw… i’m likely switching. i’m *still* on 7.1 oc because all the new september versions have had open issues directly impacting how i’m set up &amp; i don’t have time to fuss with it.", "link": "https://twitter.com/1109489629/status/2103873781286719839"}, {"agent": "openclaw", "date": "2026-09-25", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@omarshahine i run openclaw at home, and updates are the part i'd want enterprise grade first. a gateway that won't come back after a migration is an annoying evening on my mac, not something you want across a company. curious how autopilot handles version pinning.", "link": "https://twitter.com/1983929673626382336/status/2103556681837744487"}]}, {"theme": "Fix bugs introduced by recent updates", "criterion": "vendor.updates", "authorWeeks": 19, "posts": 19, "agents": [{"id": "openclaw", "authorWeeks": 13}, {"id": "hermes-agent", "authorWeeks": 3}, {"id": "dots", "authorWeeks": 1}, {"id": "gemini-spark", "authorWeeks": 1}, {"id": "muse", "authorWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-18", "source": "X", "community": "@NousResearch", "text": "really wish @nousresearch would fix the idle compaction bug in hermes agent. then i could get rid of the song and dance i have to go through every time i want to update.", "link": "https://twitter.com/2088017175760031746/status/2111800487569772959"}, {"agent": "openclaw", "date": "2026-10-12", "source": "X", "community": "@openclaw", "text": "@openclaw i stuck with 2026.5.7 because qwen3.5:9b would be interrupted while answering further on, up to 8.2 last i tested.\nanything on that issue ?", "link": "https://twitter.com/519216725/status/2109503566729617563"}, {"agent": "openclaw", "date": "2026-10-05", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@kshep92 why don't people with infinite tokens (like openai or openclaw) fix their apps then?", "link": "https://twitter.com/703500451229134849/status/2107181669409317339"}]}, {"theme": "Release of next major version", "criterion": "vendor.updates", "authorWeeks": 17, "posts": 19, "agents": [{"id": "openclaw", "authorWeeks": 10}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "gemini-spark", "authorWeeks": 2}, {"id": "muse", "authorWeeks": 2}], "examples": [{"agent": "gemini-spark", "date": "2026-10-10", "source": "X", "community": "X search: Gemini Spark", "text": "@mr_salio we need gemini spark to come out of beta and be insane", "link": "https://twitter.com/1411183222109704200/status/2108999282204557808"}, {"agent": "openclaw", "date": "2026-10-08", "source": "X", "community": "@openclaw", "text": "@openclaw the 2026.10.1 beta2 version has just been released, shouldn't the 2026.10.1 official version be released?", "link": "https://twitter.com/1429380708523384835/status/2108235196067955153"}, {"agent": "openclaw", "date": "2026-10-06", "source": "X", "community": "@openclaw", "text": "@openclaw folks! when will you release v2026.9.9 and support the new codex harness for sol 6.1?", "link": "https://twitter.com/983170674847084544/status/2107551724668113073"}]}, {"theme": "Revert regressions to restore earlier quality", "criterion": "vendor.updates", "authorWeeks": 16, "posts": 16, "agents": [{"id": "openclaw", "authorWeeks": 10}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "hark", "authorWeeks": 1}, {"id": "hermes-agent", "authorWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-15", "source": "X", "community": "@hark_labs", "text": "@hark_labs please for the love of god what ever you did to it in the last 48 hours turn it back as it's been brutal for unforced errors and issues compiled by mistake after mistake. it might be great to order me a latte - but as an agent it shit the bed since monday.", "link": "https://twitter.com/1889363217501265925/status/2110599453346292204"}, {"agent": "grok-bot", "date": "2026-10-13", "source": "YouTube", "community": "What's new in Grok Bot - Oct 13, 2026", "text": "yea, since october 7, there has been a noticable decline in my bots' ability to do what i ask them the first time... lately they're constantly making mistakes... i wish we could just go back to the way things were before the change", "link": "https://www.youtube.com/watch?v=8_K9yAckFh0&lc=UgzeDQoDwb43hHcGB8F4AaABAg.AbuZ320GlaBAbucz0cXu7z"}, {"agent": "grok-bot", "date": "2026-10-10", "source": "Reddit", "community": "r/GrokBot", "text": "agreed. i am not enjoyong this change at all ! i hope they go back !", "link": "https://www.reddit.com/r/GrokBot/comments/1x2f1ib/grokbot_users_were_losing_control_over_our_own/pf2ry1h/"}]}, {"theme": "Faster feature rollout", "criterion": "vendor.updates", "authorWeeks": 15, "posts": 18, "agents": [{"id": "muse", "authorWeeks": 5}, {"id": "grok-bot", "authorWeeks": 4}, {"id": "hermes-agent", "authorWeeks": 2}, {"id": "openclaw", "authorWeeks": 2}, {"id": "dots", "authorWeeks": 1}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-10", "source": "X", "community": "@muse", "text": "@jackfriks @muse hope they expedite it soon — you and @satosh0xsol are my go-to builder accounts.", "link": "https://twitter.com/1699631729617534976/status/2109071294998462884"}, {"agent": "muse", "date": "2026-10-10", "source": "X", "community": "@muse", "text": "@jackfriks @muse hope @muse speeds this up for your customers! you and @satosh0xsol are my go-to finance accounts.", "link": "https://twitter.com/3322026632/status/2109042510282834326"}, {"agent": "muse", "date": "2026-10-10", "source": "X", "community": "@muse", "text": "@jackfriks @muse you and @satosh0xsol are my go-to builders—hope muse speeds this up so we can all try your tool soon.", "link": "https://twitter.com/1491613820774924291/status/2108910299940262384"}]}, {"theme": "Easier, smoother update process", "criterion": "vendor.updates", "authorWeeks": 15, "posts": 15, "agents": [{"id": "openclaw", "authorWeeks": 13}, {"id": "hermes-agent", "authorWeeks": 2}], "examples": [{"agent": "openclaw", "date": "2026-10-14", "source": "X", "community": "@openclaw", "text": "@openclaw @muse openclaw update always a pain in the ass.\nplease save your own product", "link": "https://twitter.com/451119985/status/2110251452774195688"}, {"agent": "openclaw", "date": "2026-10-02", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@dennis_rye i liked openclaw, but upgrading it has been a pain in the ass, so i’m giving @bot a shot", "link": "https://twitter.com/1824090085479903232/status/2106149046310285408"}, {"agent": "hermes-agent", "date": "2026-10-02", "source": "X", "community": "@NousResearch", "text": "@teknium @nousresearch hermes updates break things also so please make it easier to upgrade", "link": "https://twitter.com/2079331237991428096/status/2105890772163961152"}]}, {"theme": "Restore features removed in updates", "criterion": "vendor.updates", "authorWeeks": 14, "posts": 14, "agents": [{"id": "hermes-agent", "authorWeeks": 5}, {"id": "grok-bot", "authorWeeks": 3}, {"id": "muse", "authorWeeks": 3}, {"id": "hark", "authorWeeks": 2}, {"id": "gemini-spark", "authorWeeks": 1}], "examples": [{"agent": "gemini-spark", "date": "2026-10-18", "source": "X", "community": "X search: Gemini Spark", "text": "@gemini @geminiapp @gemini_notebook \nplease come back gemini @spark \nplease come back spark beta", "link": "https://twitter.com/1505290818701123586/status/2111836113455521864"}, {"agent": "hark", "date": "2026-10-13", "source": "Play Store", "community": "Play Store", "text": "i rate this app a 5 but i was unable to finish my survey. and my friends too, i would love it if the survey could come back 💯 great app by the way", "link": "https://play.google.com/store/apps/details?id=com.hark.android"}, {"agent": "hark", "date": "2026-10-08", "source": "X", "community": "@hark_labs", "text": "@hark_labs why was the 5-question block in partnership with minutedata removed from the app? it was a valuable part of my daily routine, and i really miss it. please bring it back! are there any plans to restore this feature? thanks!", "link": "https://twitter.com/1676285023006105610/status/2108194476422295708"}]}]}}, "modes": {"minUserWeeks": 30, "criteria": {"access.availability": {"userWeeks": 892, "declined": 0, "modes": [{"name": "Agent not offered in user's country", "definition": "The agent or app is shut off entirely in the user's country or region (e.g. EU, UK, India, LatAm, Japan, Australia) and shows a 'not available in your country' message. Waitlists in regions that are supported, paid-plan exclusions and loss of access after travel are covered by other modes.", "other": false, "userWeeks": 296, "posts": 302, "agents": [{"id": "muse", "userWeeks": 225}, {"id": "dots", "userWeeks": 42}, {"id": "grok-bot", "userWeeks": 17}, {"id": "gemini-spark", "userWeeks": 5}, {"id": "hark", "userWeeks": 3}, {"id": "hermes-agent", "userWeeks": 3}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "@bot", "text": "@markrich2209 @elonmusk @grok @bot you have to use grok bot. not grok. and depending on the state you live in it might not work anyways and be a complete waste of your time.", "link": "https://twitter.com/1502329773326020616/status/2111151818827084050"}, {"agent": "muse", "date": "2026-10-16", "source": "Play Store", "community": "Play Store", "text": "it bad it say i can't access to all audices what that mean is my country or region don't available in my and i demand it must be fix fast", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-10-13", "source": "YouTube", "community": "منافس جديد لـ Claude وCodex؟ جربت Muse Wonder", "text": "unfortunately — the mouse is not working for me; it says because of the geographical area, that i am from iraq.", "link": "https://www.youtube.com/watch?v=cPsS1VutB-E&lc=UgyQmxhviFq_uwlrP-R4AaABAg"}]}, {"name": "Region checks defeat workarounds at signup", "definition": "Signup or install is blocked by region signals other than IP address, such as the app-store or Play Store country, the email domain, a credit card that must be from the US, or detection that still happens over a VPN, so workarounds fail. Plain country unavailability without an attempted workaround is out.", "other": false, "userWeeks": 159, "posts": 176, "agents": [{"id": "muse", "userWeeks": 136}, {"id": "dots", "userWeeks": 8}, {"id": "gemini-spark", "userWeeks": 8}, {"id": "grok-bot", "userWeeks": 5}, {"id": "hark", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-15", "source": "YouTube", "community": "Crea TODO con MUSE AI de Meta: Apps, Videos e Imágenes desde el móvil", "text": "@jonathancanalesdigital i am using that same vpn and it still says that it is not available in my region.", "link": "https://www.youtube.com/watch?v=uVsvJQE9Ga0&lc=UgwUvwWUKaNWQQ_1P194AaABAg.Ac-6QFwn-qxAc-89HSHEqE"}, {"agent": "muse", "date": "2026-10-14", "source": "YouTube", "community": "Essa NOVA IA trabalha 24h pra você, de graça (Muse AI, de Meta)", "text": "it doesn't work mn, this app you show has to pay on the ipad to select the united states. i tried with another vpn and it only gave a waiting list too.", "link": "https://www.youtube.com/watch?v=0toWQwd6ahY&lc=UgzQaENl8gstVL6tJA94AaABAg"}, {"agent": "muse", "date": "2026-10-10", "source": "YouTube", "community": "BOMBAZO… ¡Un Agente IA que hace de TODO GRATIS! Así es Muse AI", "text": "i can't use it from spain even though i downloaded the vpn, i don't understand 😢", "link": "https://www.youtube.com/watch?v=dGvi5TSYsvo&lc=Ugw6JVsyUvCkZjQ5jxx4AaABAg"}]}, {"name": "Indefinite waitlist or invite-code gate", "definition": "The user is held on a waitlist with no timeline, or asked for an invite code, even when their region seems to be supported or someone else in their household already got in. Cases where the region is excluded outright belong to the country mode.", "other": false, "userWeeks": 151, "posts": 154, "agents": [{"id": "muse", "userWeeks": 117}, {"id": "grok-bot", "userWeeks": 12}, {"id": "instinct", "userWeeks": 5}, {"id": "dots", "userWeeks": 4}, {"id": "gemini-spark", "userWeeks": 4}, {"id": "hermes-agent", "userWeeks": 4}, {"id": "openclaw", "userWeeks": 3}, {"id": "hark", "userWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-10-17", "source": "YouTube", "community": "Facebook Muse AI: Fix Country/Region Block, Waitlist & Age Confirmation", "text": "i tried for about 2 to 3 hours but the account is not coming off the waitlist, i have tried everything, bad luck.", "link": "https://www.youtube.com/watch?v=J4Oiif6reQ4&lc=UgygQLSnGax-xVaN2Kx4AaABAg"}, {"agent": "muse", "date": "2026-10-16", "source": "YouTube", "community": "Crea TODO con MUSE AI de Meta: Apps, Videos e Imágenes desde el móvil", "text": "friend, but there is something i don't understand. i have logged in with different emails, but it keeps sending me to the waiting list. i need you to explain if i can install the vpn.", "link": "https://www.youtube.com/watch?v=uVsvJQE9Ga0&lc=Ugy2WIgN_fXg5zLZoF94AaABAg"}, {"agent": "muse", "date": "2026-10-16", "source": "YouTube", "community": "Crea TODO con MUSE AI de Meta: Apps, Videos e Imágenes desde el móvil", "text": "but it asks for name and date of birth and then when i give it to him, it sends me to the waiting list.", "link": "https://www.youtube.com/watch?v=uVsvJQE9Ga0&lc=UgwQv19b52p8UOp_Iqt4AaABAg"}]}, {"name": "Individual features withheld by staged rollout", "definition": "The user has the agent but specific features (calling, screen-watching routines, new connectors, X access, finance or payment links) are missing for their account or country under an open-ended gradual rollout. Cases where the whole agent is unavailable are out.", "other": false, "userWeeks": 81, "posts": 85, "agents": [{"id": "muse", "userWeeks": 37}, {"id": "dots", "userWeeks": 22}, {"id": "grok-bot", "userWeeks": 14}, {"id": "gemini-spark", "userWeeks": 6}, {"id": "hark", "userWeeks": 1}, {"id": "hermes-agent", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-16", "source": "YouTube", "community": "Meta Muse 突然大规模无故封禁！你的账号会不会也中招? 揭秘官方封号真相！| muse封号 | muse注册 | Flybird 小郑", "text": "i can use it normally, but i can't generate videos. it says it's due to regional restrictions. is there anyone else like me?", "link": "https://www.youtube.com/watch?v=koxV2gnvb_g&lc=UgxUecJm94CtDpv2HYx4AaABAg"}, {"agent": "muse", "date": "2026-10-11", "source": "YouTube", "community": "Muse AI Finally in Pakistan?! 🇵🇰 Complete Account Setup Guide (2026) Muse Meta Account Approve 2026", "text": "my videos are not being made now, it says region blocked when i ask to make a video. it does the other work, but now it is not making videos.", "link": "https://www.youtube.com/watch?v=_Xh-ihQi6M0&lc=UgwS5FVaLt88woNvXMp4AaABAg"}, {"agent": "dots", "date": "2026-10-10", "source": "YouTube", "community": "ChatGPT Dots Is WAY More Powerful Than You Think", "text": "idk why i haven’t been getting new features. no computer history settings. no dots yet. no matter how many times i’ve received an update.", "link": "https://www.youtube.com/watch?v=WXhOxfPECnM&lc=Ugy-H194Blt5lPSsuHJ4AaABAg"}]}, {"name": "Misleading or contradictory availability messaging", "definition": "The product gives confusing signals about availability, such as an app that can be downloaded but whose service is blocked, 'not available in your region' shown to US users, 'available now' announcements while users stay waitlisted, or region errors that hide what is really a rollout delay. Clear and accurate unavailability notices are out.", "other": false, "userWeeks": 80, "posts": 82, "agents": [{"id": "muse", "userWeeks": 60}, {"id": "dots", "userWeeks": 16}, {"id": "grok-bot", "userWeeks": 2}, {"id": "hark", "userWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-10-18", "source": "YouTube", "community": "Facebook Muse AI: Fix Country/Region Block, Waitlist & Age Confirmation", "text": "muse isn't available \nmuse isn't available to all audiences.", "link": "https://www.youtube.com/watch?v=J4Oiif6reQ4&lc=UgwHgKbgJfPMSFGLnqt4AaABAg"}, {"agent": "dots", "date": "2026-10-15", "source": "YouTube", "community": "OpenAI Dots: ИИ, которому больше не нужно все объяснять? Новый способ работать с AI", "text": "i am in bulgaria. the dot appeared, gave it the first task, and it disappeared, saying that this region is restricted, while emails come with an offer to try it.", "link": "https://www.youtube.com/watch?v=gs2oOsi18Pg&lc=Ugxm4nw3nu5VYREBHJp4AaABAg"}, {"agent": "muse", "date": "2026-10-14", "source": "YouTube", "community": "Meta lanza Muse Wonder Full: supera a GPT-6 Astra y Gemini 4 Argon", "text": "i haven't been able to try it, i subscribed, but it tells me that it is still not available in my country 😢", "link": "https://www.youtube.com/watch?v=uYlwtdJ0n2A&lc=UgzvXSG10H-Bdt9crgp4AaABAg"}]}, {"name": "Paid plan or account type excluded", "definition": "The user pays for a plan or holds a specific account type (Pro tier, Google AI Pro, Workspace, a subscription seen in a terminal) and still cannot use the agent or feature, sometimes only after being charged. Free users who are waitlisted are out.", "other": false, "userWeeks": 63, "posts": 64, "agents": [{"id": "dots", "userWeeks": 39}, {"id": "gemini-spark", "userWeeks": 8}, {"id": "grok-bot", "userWeeks": 8}, {"id": "muse", "userWeeks": 5}, {"id": "hermes-agent", "userWeeks": 2}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-09", "source": "YouTube", "community": "Set up your dot in the ChatGPT mobile app", "text": "i upgraded from plus to pro for this but it has been a few days and i still don't have access to dots, so excited to try it", "link": "https://www.youtube.com/watch?v=p5KxBTUncoE&lc=UgzjY5qnxovedeylwGZ4AaABAg"}, {"agent": "dots", "date": "2026-10-09", "source": "YouTube", "community": "Set up your dot in the ChatGPT mobile app", "text": "exactly this we are paying $100 and not getting the full worth it’s insane the uk is so far behind it’s just sad", "link": "https://www.youtube.com/watch?v=p5KxBTUncoE&lc=Ugwdxk5QJPFL9jQHHvd4AaABAg.AbkjtMDPikGAbklUFjXrmg"}, {"agent": "dots", "date": "2026-10-09", "source": "YouTube", "community": "Das größte ChatGPT-Update aller Zeiten", "text": "unfortunately, i still don't have access to dots in the austrian pro plan. 😢", "link": "https://www.youtube.com/watch?v=eokura24inQ&lc=UgzdGvSBMb9peiMow6Z4AaABAg"}]}, {"name": "Access revoked after travel or without notice", "definition": "Access the user already had disappears, either because they travelled abroad, a VPN path was closed, or for no stated reason, and work or accounts may be lost along the way. Users who never had access are out.", "other": false, "userWeeks": 38, "posts": 39, "agents": [{"id": "muse", "userWeeks": 22}, {"id": "dots", "userWeeks": 8}, {"id": "grok-bot", "userWeeks": 3}, {"id": "hark", "userWeeks": 2}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "hermes-agent", "userWeeks": 1}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-18", "source": "YouTube", "community": "Facebook Muse AI: Fix Country/Region Block, Waitlist & Age Confirmation", "text": "new account hobe e thik kintu 1 din por abar region block hobe...eta lasting korbe na", "link": "https://www.youtube.com/watch?v=J4Oiif6reQ4&lc=Ugzcqzt8xRuUwTprkqB4AaABAg"}, {"agent": "muse", "date": "2026-10-18", "source": "YouTube", "community": "Facebook Muse AI: Fix Country/Region Block, Waitlist & Age Confirmation", "text": "muse isn't available \nmuse isn't available to all audiences.\nafter verifying the number as shown by you, i turned on the vpn again and refreshed, then this message is coming. please tell me what to do.", "link": "https://www.youtube.com/watch?v=J4Oiif6reQ4&lc=UgxL31G-dvc-fyNb-TN4AaABAg"}, {"agent": "dots", "date": "2026-10-10", "source": "YouTube", "community": "ChatGPT Dots a Spaces v praxi: Jak to sakra funguje? Furt to nechápu...", "text": "i shouted at it .... today it disappeared from the desktop app. it was working for several days without a vpn, i don't have it this afternoon. i don't believe it 🫠😅 i hope it will soon be fully available in the eu.", "link": "https://www.youtube.com/watch?v=2Z2FGDTyuUU&lc=UgwdWjgM8R0ZJn5DdXJ4AaABAg.AbmEW_vJi9cAbn7Xj4J8PM"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 39, "posts": 40, "agents": [{"id": "dots", "userWeeks": 12}, {"id": "muse", "userWeeks": 12}, {"id": "grok-bot", "userWeeks": 7}, {"id": "gemini-spark", "userWeeks": 4}, {"id": "openclaw", "userWeeks": 2}, {"id": "hark", "userWeeks": 1}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "instinct", "date": "2026-10-06", "source": "YouTube", "community": "Instinct AI is the Next AI Wave of 2026?", "text": "anna it say maximum limit reached , i cant able to join, can any anyone share link for instinct", "link": "https://www.youtube.com/watch?v=zeKuh1gNu04&lc=Ugw4jk1aCm2_g3oCi254AaABAg"}, {"agent": "gemini-spark", "date": "2026-10-02", "source": "X", "community": "X search: Gemini Spark", "text": "@0xlangeai just failed to use gemini spark. it prompted that the network is not allowed.", "link": "https://twitter.com/4247727689/status/2106039423142150651"}, {"agent": "dots", "date": "2026-09-30", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i can only use openai’s dot while connected to a us vpn. even after setting it up, i still need the vpn connection to be able to keep using it.\n@openai fix this!!!", "link": "https://twitter.com/2055282666442805248/status/2105273301870563529"}]}]}, "access.platform": {"userWeeks": 555, "declined": 0, "modes": [{"name": "No native mobile app at all", "definition": "The agent has no first-party phone app on any mobile OS, so users must reach it from a computer, a terminal, or a third-party chat app such as Telegram, Discord or WhatsApp; this excludes cases where an app exists on one phone OS but not the other.", "other": false, "userWeeks": 168, "posts": 172, "agents": [{"id": "hermes-agent", "userWeeks": 135}, {"id": "grok-bot", "userWeeks": 11}, {"id": "openclaw", "userWeeks": 10}, {"id": "dots", "userWeeks": 6}, {"id": "muse", "userWeeks": 4}, {"id": "instinct", "userWeeks": 1}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-17", "source": "Reddit", "community": "r/hermesagent", "text": "i used telegram so that everyone has their profile directly. just that. but i confess that there is a lack of a suitable mobile app.", "link": "https://www.reddit.com/r/hermesagent/comments/1x89pzq/ways_to_share_hermes_profile_with_family/phd1e1q/"}, {"agent": "hermes-agent", "date": "2026-10-14", "source": "Reddit", "community": "r/hermesagent", "text": "me too. the webui project is pretty good, but has a lot of quirks and limitations that i'd expect a native mobile version to handle much better since hermes controls it end to end e.g. having a session ve fully interoperable between mobile/desktop/tui", "link": "https://www.reddit.com/r/hermesagent/comments/1x5pjmm/v0220_opinions/pgpqa8b/"}, {"agent": "hermes-agent", "date": "2026-10-14", "source": "X", "community": "@NousResearch", "text": "the lack of a hermes app forced me to get a @bot subscription 🥀 @nousresearch 😭", "link": "https://twitter.com/1863389624/status/2110166789061525994"}]}, {"name": "No native app for user's desktop OS", "definition": "The agent has no working native desktop app for the user's computer platform (Windows, Linux, Intel Mac, or any desktop at all), or offers only a terminal or browser there; this excludes desktop apps that exist but crash or fail to sign in.", "other": false, "userWeeks": 100, "posts": 104, "agents": [{"id": "hermes-agent", "userWeeks": 29}, {"id": "muse", "userWeeks": 26}, {"id": "grok-bot", "userWeeks": 22}, {"id": "hark", "userWeeks": 10}, {"id": "openclaw", "userWeeks": 7}, {"id": "dots", "userWeeks": 4}, {"id": "gemini-spark", "userWeeks": 2}], "examples": [{"agent": "hermes-agent", "date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@hermeswatcher why this smoothness not in linux hermes desktop 💔", "link": "https://twitter.com/1759279036763914240/status/2111491785084256291"}, {"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk @grok \nnow that the subscription plans are consolidated into one bundle, cant we have a all-in-one app too (for windows in my case) for grok chat/imagine, grok bot and cursor? \n its a bit inconvenient to switch between two apps and the browser all the time.", "link": "https://twitter.com/2941142797/status/2111397223472767122"}, {"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@omarvvvr i can't use the desktop app on fedora, plus i also use the cli through my hermes agent", "link": "https://twitter.com/1114996441787904001/status/2111118185176953233"}]}, {"name": "Installed app fails to launch or sign in", "definition": "A native app for the user's device installs or is offered but will not launch, crashes, is blocked by OS security, rejects the device as unsupported, or fails to log in or link the account on that platform; this excludes missing apps and missing features inside an app that otherwise works.", "other": false, "userWeeks": 78, "posts": 80, "agents": [{"id": "grok-bot", "userWeeks": 25}, {"id": "hermes-agent", "userWeeks": 24}, {"id": "muse", "userWeeks": 14}, {"id": "openclaw", "userWeeks": 11}, {"id": "dots", "userWeeks": 3}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-13", "source": "X", "community": "@bot", "text": "grok bot on linux: “0.68.1 is no longer supported – update required”, but the apt repo ([link]) still only has 0.68.1, so apt install --only-upgrade grok-bot finds nothing newer. app is unusable on linux until a new .deb is published. @bot @grok @larsencc [link]", "link": "https://twitter.com/2001867192292536320/status/2109883955969396864"}, {"agent": "openclaw", "date": "2026-10-11", "source": "Reddit", "community": "r/openclaw", "text": "working on it! 😄 takes a bit to publish due to apple restrictions. my main need is using it on mobile too, the openclaw mobile app is sooooo slow", "link": "https://www.reddit.com/r/openclaw/comments/1x3byb4/littleguys_a_whatsappstyle_app_for_talking_to/pf9o5va/"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "Reddit", "community": "r/GrokBot", "text": "same has been happening to me since end of last week on 2 separate apple computers. i finally just installed gb on a linux machine.", "link": "https://www.reddit.com/r/GrokBot/comments/1x14n2s/grok_bot_keep_going_offline_on_my_mac_mini/pert5pq/"}]}, {"name": "Features or updates missing on one platform", "definition": "Capabilities, connectors, settings or new releases are available on one platform but missing or delayed on another (for example, bots can only be created on desktop, an older version sits in the Android store, or a feature works on Android but not iPhone); this excludes the complete absence of an app.", "other": false, "userWeeks": 59, "posts": 63, "agents": [{"id": "grok-bot", "userWeeks": 16}, {"id": "dots", "userWeeks": 15}, {"id": "hermes-agent", "userWeeks": 15}, {"id": "muse", "userWeeks": 9}, {"id": "openclaw", "userWeeks": 3}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-10", "source": "YouTube", "community": "Das größte ChatGPT-Update aller Zeiten", "text": "i can't find a dot or dotty anywhere in a desktop version. everything is up to date, on mac as well as on windows. has this already been delivered to everyone? i'm using the 100eur account on gpt. strange.", "link": "https://www.youtube.com/watch?v=eokura24inQ&lc=Ugx5xBd1ymO9wqEpIuR4AaABAg"}, {"agent": "dots", "date": "2026-10-08", "source": "YouTube", "community": "🔥컴퓨터가 없어도, AI가 일을 시작한다.  PC시대의 끝, 그리고 dot", "text": "i'm on the plus version, but why can't i see the dot on the pc version or android? ㅠ.ㅠ", "link": "https://www.youtube.com/watch?v=HjJngX7yPck&lc=UgxGtuJglb6afKr818J4AaABAg"}, {"agent": "dots", "date": "2026-10-05", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "why isnt @openai dot available/visible in chatgpt macos app but it is on the web app and on the ios app. mind boggles...", "link": "https://twitter.com/120618378/status/2106935875552805190"}]}, {"name": "No tablet, watch or car support", "definition": "The agent does not support or is not optimised for other device types such as iPad, Android tablets, landscape layouts, Apple Watch, Android Auto or in-car screens; this excludes phone and desktop availability.", "other": false, "userWeeks": 50, "posts": 51, "agents": [{"id": "muse", "userWeeks": 33}, {"id": "grok-bot", "userWeeks": 12}, {"id": "hermes-agent", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}, {"id": "hark", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-08", "source": "X", "community": "@muse", "text": "so @muse does not have an android tablet app. i guess it's @bot for me right now.", "link": "https://twitter.com/2085532573585801216/status/2108024334413340774"}, {"agent": "muse", "date": "2026-09-30", "source": "App Store", "community": "App Store", "text": "impossible to use on an ipad. the gui will only work on a phone, not a tablet", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-09-27", "source": "App Store", "community": "App Store", "text": "the app works great, except for the fact that using an iphone app on an ipad isn’t the best.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}, {"name": "Phone app on only one mobile OS", "definition": "A first-party phone app exists for iPhone or Android but not both, so users of the other OS cannot use it or must carry a second device; this excludes cases where neither phone app exists and cases where the app exists but is blocked by region.", "other": false, "userWeeks": 44, "posts": 44, "agents": [{"id": "hermes-agent", "userWeeks": 28}, {"id": "grok-bot", "userWeeks": 10}, {"id": "muse", "userWeeks": 4}, {"id": "dots", "userWeeks": 1}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-05", "source": "Reddit", "community": "r/ChatGPTDots", "text": "just to confirm, it did work on my iphone. so i guess the android app is late to the party? sigh ", "link": "https://www.reddit.com/r/ChatGPTDots/comments/1wyakr8/chatgpt_dots_not_working_on_android/pe0xyb6/"}, {"agent": "hermes-agent", "date": "2026-10-05", "source": "X", "community": "@NousResearch", "text": "there was no good android app for @nousresearch's hermes agent, so i built one.\nherald: chat with your agent, approve its actions, follow subagents, and set it as your phone's assistant to ask about anything on screen.\nopen source, uses your own dashboard. link below 👇 [link]", "link": "https://twitter.com/238646301/status/2106900170088829158"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@lingxi @michael_fenech_ @bot please don't forget about android users! this is one of my biggest gripes.", "link": "https://twitter.com/4402510094/status/2106467677393011081"}]}, {"name": "App unavailable in user's country store", "definition": "The app exists but cannot be found or downloaded from the App Store or Play Store in the user's region, which pushes users to VPNs, sideloaded APKs or the web only; this excludes platforms where no app has been built anywhere.", "other": false, "userWeeks": 28, "posts": 28, "agents": [{"id": "muse", "userWeeks": 19}, {"id": "dots", "userWeeks": 4}, {"id": "grok-bot", "userWeeks": 3}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "hermes-agent", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-06", "source": "X", "community": "@muse", "text": "@mickeymrdt @muse where should i enter the code? they said it should be in the app but it's not available on google play yet.", "link": "https://twitter.com/1451350899171889153/status/2107322054806798451"}, {"agent": "muse", "date": "2026-09-11", "source": "X", "community": "@muse", "text": "@muse cannot find it on google play store on my android phone. am 18+ and in us", "link": "https://twitter.com/897829495704395776/status/2098304846042722657"}]}, {"name": "Missing phone system integrations", "definition": "The phone app works but cannot hook into the operating system through home-screen widgets, shortcut actions, lock-screen activation, hands-free voice wake, or being set as the default assistant; this excludes feature gaps that have nothing to do with OS integration.", "other": false, "userWeeks": 16, "posts": 16, "agents": [{"id": "grok-bot", "userWeeks": 7}, {"id": "muse", "userWeeks": 7}, {"id": "dots", "userWeeks": 1}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-09-01", "source": "App Store", "community": "App Store", "text": "no password management, no pixel support, extensions are deleted randomly", "link": "https://apps.apple.com/us/app/grok-bot/id6794501026"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "@bot", "text": "@tesla @bot using grok bot in a tesla is almost amazing, but 3 annoying things\n1: no dedicated app, has to do grok - grok bot - grok\n2: on longer tasks, grok tab just disappears and you have to re connect\n3: no visual status on screen, would be awesome to have [link]", "link": "https://twitter.com/1945550873750310912/status/2107470229701804411"}, {"agent": "muse", "date": "2026-09-24", "source": "Play Store", "community": "Play Store", "text": "awesome - needs a few features though like it being able to be activated on the lock screen, home screen widgets, being able to voice talk to it versus typing everything out, and it being able to connect to google tasks and set a time. it will set the task for you but won't set the time for some reason", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 21, "posts": 23, "agents": [{"id": "grok-bot", "userWeeks": 6}, {"id": "hermes-agent", "userWeeks": 6}, {"id": "muse", "userWeeks": 4}, {"id": "dots", "userWeeks": 2}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "hark", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-09-26", "source": "YouTube", "community": "Meta Muse 全面开放注册！小龙虾OpenClaw平替来了？扎克伯格重金打造的Muse实测 Meta Muse个人AI智能体注册教程 | 免费领10亿Token", "text": "i tried using the website on my computer today, but it doesn't work.", "link": "https://www.youtube.com/watch?v=uruBiaxh64U&lc=UgxPagjPaqaqI0Fx58x4AaABAg"}]}]}, "access.setup": {"userWeeks": 1370, "declined": 0, "modes": [{"name": "Configuration too technical for non-experts", "definition": "The agent installs, but making it usable means working with CLI commands, gateways, Docker, profiles, servers or confusing docs, so the user calls it a steep learning curve or 'only for nerds'; this excludes outright install errors and problems specific to model or credential setup.", "other": false, "userWeeks": 577, "posts": 600, "agents": [{"id": "openclaw", "userWeeks": 370}, {"id": "hermes-agent", "userWeeks": 143}, {"id": "grok-bot", "userWeeks": 29}, {"id": "muse", "userWeeks": 29}, {"id": "dots", "userWeeks": 6}], "examples": [{"agent": "hermes-agent", "date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "i tried hermes agent, too complicated to setup. just subscribed to grok bot.\ngetting things done is more important than trynna save couple bucks a month. 🤘 @elonmusk", "link": "https://twitter.com/3132573418/status/2111269225755202035"}, {"agent": "openclaw", "date": "2026-10-16", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@tinyprojectsdev i tired openclaw and realized it's not going to catch up mainstream because of the sheer amount of setup work it needs. grok bot made it simpler and the whole virtualized architecture is cool. but its still at the early stages mate.", "link": "https://twitter.com/1168984669/status/2111069703817032078"}, {"agent": "hermes-agent", "date": "2026-10-13", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@chris_wozniczek i switched from hermes agent to grok bot. basically just because it's easier for a general user like me with little knowledge on setting up bots.\nbut the uneasy feeling of entering your login details to the cloud computer is real.", "link": "https://twitter.com/255005529/status/2110158477482156055"}]}, {"name": "Installation fails on fresh setup", "definition": "The installer, desktop download or first-run setup errors out or will not finish because of platform or dependency problems such as Windows/WSL, Node version, a missing executable or a broken macOS build; this excludes setups that installed fine but are just hard to configure, and installs that later break after an update.", "other": false, "userWeeks": 168, "posts": 180, "agents": [{"id": "openclaw", "userWeeks": 81}, {"id": "hermes-agent", "userWeeks": 61}, {"id": "grok-bot", "userWeeks": 13}, {"id": "muse", "userWeeks": 11}, {"id": "dots", "userWeeks": 1}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-17", "source": "X", "community": "@NousResearch", "text": "one macbook air. venue wifi. most of an afternoon to install one ai agent.\nhere's what that looked like...\n@nousresearch", "link": "https://twitter.com/212748185/status/2111255298614690299"}, {"agent": "hermes-agent", "date": "2026-10-13", "source": "YouTube", "community": "Cara Install Hermes Agent di Windows — Lengkap dari Nol! 🚀", "text": "bang, why am i stuck installing at 56 percent, stuck at install command and app + desktop, and there are only 9 steps?", "link": "https://www.youtube.com/watch?v=oZcMsDQfpZc&lc=UgxJQ-aFOI1OeeKJAxN4AaABAg"}, {"agent": "openclaw", "date": "2026-10-12", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@danielmiessler cool idea. i tried installing it and it wanted to install openclaw, which felt strange as the readme didn't explain that openclaw is required. \ni let it and it couldn't get openclaw running. no time to struggle with it today! si'll keep an eye on it.", "link": "https://twitter.com/626523/status/2109613980700508568"}]}, {"name": "Updates force repeated setup and maintenance", "definition": "A setup that once worked breaks after updates or drifts over time, so the user keeps reinstalling, rerunning onboarding, restoring backups or fixing things every week; this excludes first-time installation failures.", "other": false, "userWeeks": 144, "posts": 150, "agents": [{"id": "openclaw", "userWeeks": 102}, {"id": "hermes-agent", "userWeeks": 39}, {"id": "grok-bot", "userWeeks": 3}], "examples": []}, {"name": "Lengthy teaching before agent is useful", "definition": "Even when the software is installed, the user has to spend days or weeks telling the agent their preferences, apps, workflows and schedule, and organising its memory, before it gives value; this excludes technical installation and credential work.", "other": false, "userWeeks": 113, "posts": 118, "agents": [{"id": "hermes-agent", "userWeeks": 40}, {"id": "openclaw", "userWeeks": 40}, {"id": "grok-bot", "userWeeks": 13}, {"id": "muse", "userWeeks": 13}, {"id": "dots", "userWeeks": 7}], "examples": [{"agent": "hermes-agent", "date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "i gave up on nurturing hermes agent and started the full operation of grokbot from x billing, but i don't think my decision was wrong. the training that took three days with hermes can be completed in an instant with grokbot.", "link": "https://twitter.com/242314118/status/2111352296915583329"}, {"agent": "hermes-agent", "date": "2026-10-12", "source": "Reddit", "community": "r/hermesagent", "text": "i truely feel your pain. im 40 yrs. hermes has become like a tamagotchi back in my teenager times where i had to feed him, teach him and take care of him 🥲", "link": "https://www.reddit.com/r/hermesagent/comments/1x4binq/i_shut_down_my_hermes_agent/pfin72r/"}]}, {"name": "No guidance on what to do after setup", "definition": "After setup the user does not know what to ask the agent to do or where features and options are, so it sits unused or barely used; this excludes cases where the user knows what they want but cannot get the configuration to work.", "other": false, "userWeeks": 107, "posts": 110, "agents": [{"id": "grok-bot", "userWeeks": 33}, {"id": "muse", "userWeeks": 33}, {"id": "hermes-agent", "userWeeks": 15}, {"id": "openclaw", "userWeeks": 14}, {"id": "dots", "userWeeks": 8}, {"id": "hark", "userWeeks": 3}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "i tried openclaw, then dropped it. too much setup, no clear use case.\nhermes clicked when i found a simple handoff: tag it in jira before leaving work, then return to progress and results in the same issue the next morning.\nhow that grew into an ai workflow: [link]", "link": "https://twitter.com/467147533/status/2111411865893175430"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "@bot", "text": "@bot so my bot got your reply but it didn’t have any setup instructions or anything, how do we proceed? i want my bot to have [email] email.", "link": "https://twitter.com/931641543164805120/status/2108033047669195126"}, {"agent": "openclaw", "date": "2026-10-07", "source": "X", "community": "@openclaw", "text": "dots reminds me so much of the early days of @openclaw, lots of hand holding to get anything done. @openai", "link": "https://twitter.com/1878201828581494784/status/2107895529078411332"}]}, {"name": "Messaging channels and remote access hard to connect", "definition": "Getting to the agent from Telegram, Signal, Slack or a phone, or reaching a remote or VPS instance, requires tunnels, Tailscale URLs, QR codes or a local install, which takes hours or does not work; this excludes connecting model providers.", "other": false, "userWeeks": 83, "posts": 86, "agents": [{"id": "openclaw", "userWeeks": 36}, {"id": "hermes-agent", "userWeeks": 32}, {"id": "grok-bot", "userWeeks": 9}, {"id": "muse", "userWeeks": 3}, {"id": "dots", "userWeeks": 1}, {"id": "hark", "userWeeks": 1}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "fuggin finally hooked up grokbot to my t3code instance running over tailscale. god damn that was a lot of work", "link": "https://twitter.com/920478965067911169/status/2111347413227303172"}, {"agent": "hermes-agent", "date": "2026-10-10", "source": "Reddit", "community": "r/hermesagent", "text": "it’s really shitty that you have to install the whole agent on your computer, just to be able to access the remote server through the desktop app. that’s a dealbreaker for me.", "link": "https://www.reddit.com/r/hermesagent/comments/1x2q29o/decent_nonterminal_chat_interface_for_hermes/pf4zap9/"}, {"agent": "hermes-agent", "date": "2026-10-10", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "i installed hermes agent with a thousand troubles. if i get a vps and connect it to it, interesting things can be done with it.", "link": "https://twitter.com/1195345698125950976/status/2108909638351556727"}]}, {"name": "Model, provider and credential setup confusing", "definition": "The user cannot easily connect a model provider, API keys, OAuth, logins or secrets: skipped or wrongly stored model settings leave the agent dead, or the user has to sign in to many places; this excludes connecting messaging channels and general installation.", "other": false, "userWeeks": 76, "posts": 76, "agents": [{"id": "hermes-agent", "userWeeks": 26}, {"id": "openclaw", "userWeeks": 25}, {"id": "muse", "userWeeks": 10}, {"id": "grok-bot", "userWeeks": 9}, {"id": "hark", "userWeeks": 3}, {"id": "dots", "userWeeks": 1}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-08", "source": "X", "community": "@NousResearch", "text": "@nousresearch @teknium i tried hermes for first time. went ahead with the first model suggested by the installation flow and it doesn't work. ptal [link]", "link": "https://twitter.com/836378810987634688/status/2108027102071255425"}, {"agent": "hermes-agent", "date": "2026-10-06", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "as a result of struggling hard, i was able to run gemini on the backend of hermes agent using the free credits from google cloud.", "link": "https://twitter.com/63606376/status/2107512540213416148"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "@bot", "text": "as a new user, i have to log into like 4 different places to use @bot \nthere must be a way to make onboarding simpler", "link": "https://twitter.com/1905392153221890050/status/2107387797980258412"}]}, {"name": "Setup requires another AI's help", "definition": "The user can only install or configure the agent by having a separate assistant such as ChatGPT, Codex or Claude diagnose errors, follow the docs or do the setup for them; this excludes cases where the agent itself guides the user through its own onboarding.", "other": false, "userWeeks": 47, "posts": 49, "agents": [{"id": "openclaw", "userWeeks": 28}, {"id": "hermes-agent", "userWeeks": 13}, {"id": "grok-bot", "userWeeks": 6}], "examples": [{"agent": "grok-bot", "date": "2026-10-16", "source": "App Store", "community": "App Store", "text": "i have yet to get this app to work. just cycles me in circles. had high hopes but not working so far even with grok coaching me", "link": "https://apps.apple.com/us/app/grok-bot/id6794501026"}, {"agent": "hermes-agent", "date": "2026-10-15", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "i finally got hermes agent working in network studio. this was hard to get working, even with ai. [link]", "link": "https://twitter.com/1104174880004685825/status/2110812434193874988"}, {"agent": "hermes-agent", "date": "2026-10-07", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "got my hermes agent connected after a long hassle.\nmake the process easier for people who don't use codex or claude code @hyperframes_ [link]", "link": "https://twitter.com/1703582271922479104/status/2107913392002605148"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 87, "posts": 90, "agents": [{"id": "openclaw", "userWeeks": 36}, {"id": "hermes-agent", "userWeeks": 16}, {"id": "muse", "userWeeks": 15}, {"id": "dots", "userWeeks": 7}, {"id": "grok-bot", "userWeeks": 6}, {"id": "hark", "userWeeks": 6}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "there is also a desktop version llm app for linux, so even if you throw all the settings, it's quite easy, right? it has become so easy compared to the trial and error i did with openclaw in february. [link]", "link": "https://twitter.com/876396834482077696/status/2111875168176066889"}, {"agent": "hermes-agent", "date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "\"got access to muse ai today and i'm loving it. it's simple as hell. stuff that took me a week of setup with hermes agent, this does in a few clicks. it's built for everyone, not just tech people.\" [link]", "link": "https://twitter.com/2081651576138342400/status/2111511887313801648"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs this was a comically bad onboarding … absolutely every step broke and then it just started rejecting any message i sent it. 🤣 [link]", "link": "https://twitter.com/14501624/status/2111268496504209742"}]}]}, "access.sign_in": {"userWeeks": 983, "declined": 0, "modes": [{"name": "Third-party sign-in loops, hangs or bounces back", "definition": "Sign-in through an external identity provider (X, Google, GitHub, Facebook, partner account) freezes, shows a blank screen or spinner, redirects over and over, or returns the user to the login screen after authorising; this excludes cases with a clear rejection message about linking, region, age or a ban.", "other": false, "userWeeks": 191, "posts": 197, "agents": [{"id": "grok-bot", "userWeeks": 119}, {"id": "muse", "userWeeks": 47}, {"id": "hark", "userWeeks": 6}, {"id": "gemini-spark", "userWeeks": 5}, {"id": "openclaw", "userWeeks": 5}, {"id": "dots", "userWeeks": 4}, {"id": "hermes-agent", "userWeeks": 4}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@melvindvivas @bot grok bot wont let me login into x! its super frustrating", "link": "https://twitter.com/1717827880288493568/status/2111709692573671688"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs not an easy experience. can’t get past logging in with google or apple. [link]", "link": "https://twitter.com/1955764894772375553/status/2111264037208195144"}, {"agent": "grok-bot", "date": "2026-10-16", "source": "Play Store", "community": "Play Store", "text": "i can even use the app because of all these complex steps to sign in,everytime i try to sign in to create an account the app opens my browser again and again, what a hassle! uninstalling forever, i will never use the app again, uninstall forever", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}]}, {"name": "Age verification rejects users or demands payment card", "definition": "The age gate blocks eligible adults, gets stuck buffering, rejects the card entered, or requires a credit card, ID or a Facebook/Google account as proof of age, including ID checks added after payment and minors finding the app unavailable with no explanation; this excludes phone or email code problems.", "other": false, "userWeeks": 145, "posts": 155, "agents": [{"id": "muse", "userWeeks": 131}, {"id": "gemini-spark", "userWeeks": 6}, {"id": "grok-bot", "userWeeks": 6}, {"id": "dots", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-17", "source": "Play Store", "community": "Play Store", "text": "i uninstalled. i felt very uncomfortable when i signed up; they wanted my credit card info and said they would take $1.00 to confirm my age—nope! the last time an app asked me that, i was charged a very large amount.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-10-16", "source": "X", "community": "@muse", "text": "@mrongdedy @muse my muse is blocked and asked for verification id 😂 it's gone.", "link": "https://twitter.com/44018942/status/2111028777463714176"}, {"agent": "muse", "date": "2026-10-15", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "@facedevstuff i tried there shitty meta muse app and immediately asked me to verify age and wouldn’t let me use it, company is so cucked lmaooo", "link": "https://twitter.com/1518775214104059904/status/2110857106492469395"}]}, {"name": "Waitlist, region or invite-code wall at signup", "definition": "Account creation ends in a waiting list, a 'not available in your region' or 'can't create an account right now' error, an IP or VPN rejection, or a request for an invite code that is missing or invalid; this excludes failed identity or age checks and verification codes that never arrive.", "other": false, "userWeeks": 136, "posts": 143, "agents": [{"id": "muse", "userWeeks": 105}, {"id": "gemini-spark", "userWeeks": 15}, {"id": "grok-bot", "userWeeks": 12}, {"id": "hark", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}, {"id": "hermes-agent", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-18", "source": "YouTube", "community": "Facebook Muse AI: Fix Country/Region Block, Waitlist & Age Confirmation", "text": "if you want to create an account, it says something about a new account for a few moments, i can't create a new account, please make a video about this.", "link": "https://www.youtube.com/watch?v=J4Oiif6reQ4&lc=Ugz9XeYkmCx2nOOujit4AaABAg"}, {"agent": "muse", "date": "2026-10-11", "source": "YouTube", "community": "استفاده رایگان از muse meta ❗دستیار ایجنت | توضیحات کامل 💯💥 ", "text": "my vpn is fine, but no matter what i do, i can't create an account and it gives a region problem.", "link": "https://www.youtube.com/watch?v=rAsppg5JGFc&lc=UgxaxHNUXspN1mEFI8l4AaABAg"}, {"agent": "muse", "date": "2026-10-11", "source": "YouTube", "community": "Muse AI 注册教程：大陆用户如何使用？10亿Token免费额度领取与注意事项", "text": "@qgshare blogger, have you tried today? i am using a residential ip. i was able to use your method before, but today it shows that registration is temporarily unavailable.", "link": "https://www.youtube.com/watch?v=mdIcDdLLYhM&lc=UgzgtIHJW7Tl2lomPXR4AaABAg.AbmbnAacpNgAboarkaUBi8"}]}, {"name": "Paid subscription or partner account won't link", "definition": "A user who has paid cannot connect or have the agent recognise their subscription or partner account, for example 'already linked to another account', links that can't be moved or undone, a wrong account chosen when several share an email, enterprise or team accounts that can't be selected, or a suspended linked account blocking use; this excludes generic login hangs that have nothing to do with the subscription.", "other": false, "userWeeks": 115, "posts": 117, "agents": [{"id": "grok-bot", "userWeeks": 90}, {"id": "muse", "userWeeks": 20}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}, {"id": "hark", "userWeeks": 1}, {"id": "hermes-agent", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "@bot", "text": "@elonmusk @bot it’s not working for me. i tried to login, it says i need to unify the account and when i confirm, it says it is already unified, but it is not, so it can’t open", "link": "https://twitter.com/72805608/status/2111239950096277563"}, {"agent": "grok-bot", "date": "2026-10-12", "source": "Play Store", "community": "Play Store", "text": "created an account, then created another account? after messing with accounts, cursor/grok or something continued to fail to authenticate.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "grok-bot", "date": "2026-10-10", "source": "Play Store", "community": "Play Store", "text": "login/signup process is too complex. required to link every xai account. why?", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}]}, {"name": "Phone or email verification codes fail", "definition": "SMS or email codes never arrive, the verification email can't be sent, valid phone numbers or country codes are rejected or can't be changed, or the phone step repeats; this excludes age checks and third-party sign-in flows.", "other": false, "userWeeks": 98, "posts": 99, "agents": [{"id": "muse", "userWeeks": 55}, {"id": "grok-bot", "userWeeks": 28}, {"id": "hark", "userWeeks": 11}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "hermes-agent", "userWeeks": 1}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-18", "source": "X", "community": "@hark_labs", "text": "@pridgenmd @hark_labs at least you got a pizza. i tried to do it, and it said my number had already been used when i guarantee it. i did not use it. so i couldn’t even get it", "link": "https://twitter.com/2158830260/status/2111635925868716228"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs i can’t redeem because it won’t let me verify the number on my only hark account. help! [link]", "link": "https://twitter.com/630103/status/2111299705301078294"}, {"agent": "muse", "date": "2026-10-16", "source": "YouTube", "community": "Meta Muse 突然大规模无故封禁！你的账号会不会也中招? 揭秘官方封号真相！| muse封号 | muse注册 | Flybird 小郑", "text": "what is the reason that i cannot receive the sms verification code for my muse login?", "link": "https://www.youtube.com/watch?v=koxV2gnvb_g&lc=Ugz0t2TOxc21mVXQRw94AaABAg"}]}, {"name": "Account banned, flagged or locked without recourse", "definition": "An existing or new account is suspended, flagged, shown 'access blocked, contact support', or disconnected from its linked identity, and there is no working appeal or support path; this excludes signup blocked by region or waitlist.", "other": false, "userWeeks": 86, "posts": 97, "agents": [{"id": "muse", "userWeeks": 53}, {"id": "grok-bot", "userWeeks": 20}, {"id": "openclaw", "userWeeks": 8}, {"id": "hermes-agent", "userWeeks": 3}, {"id": "hark", "userWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-10-18", "source": "YouTube", "community": "Facebook Muse AI: Fix Country/Region Block, Waitlist & Age Confirmation", "text": "@mnsgraphix brother, when i try to open a new account, after successfully completing the number verification, it shows \"account isn't available\" when i go back and refresh.", "link": "https://www.youtube.com/watch?v=J4Oiif6reQ4&lc=UgzySi7DgJhogktJF2F4AaABAg.Ac5QPkBLh7qAc5R4kavRYi"}, {"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "@bot", "text": "hey @bot i have been disconnected for my grok bot and i cannot reconnect.\ni have uninstalled the bot app, rebooted my phone, installed fresh app and still the same message. help. [link]", "link": "https://twitter.com/18771121/status/2110798555271086328"}, {"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "being evaluated for wrong think? \ndunno why i have to prove myself to be human - i'm one of the only people in here with human opinions \ni paid days ago- that should be enough\nif there's delays like this i can't use grok bot for work - i won't resub.\n [link]", "link": "https://twitter.com/2080179576748023808/status/2110622593627668992"}]}, {"name": "Agent's logged-in sessions to other sites don't persist", "definition": "The agent's own browser or connectors keep getting logged out of the user's third-party sites, cannot complete passkey or platform logins on the agent's computer, or force the user to sign back in every day; this excludes the user's own login to the agent product.", "other": false, "userWeeks": 25, "posts": 26, "agents": [{"id": "grok-bot", "userWeeks": 15}, {"id": "muse", "userWeeks": 6}, {"id": "hermes-agent", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@lingxi @elonmusk @bot it always signs out of the logins we sign into home computer keeps the sign in for 30days", "link": "https://twitter.com/903118567830282240/status/2106378650384019729"}, {"agent": "grok-bot", "date": "2026-10-01", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@namastedev_ grok bot is still useless if i have to authenticate everytime to open twitter.", "link": "https://twitter.com/860183344302182401/status/2105576384471158871"}, {"agent": "grok-bot", "date": "2026-09-19", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "grokbot, do you know what you are doing? \nwhat is the purpose of logging in and out? \nwho did this, fire them [link]", "link": "https://twitter.com/1942102712902176768/status/2101327208942051655"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 195, "posts": 201, "agents": [{"id": "grok-bot", "userWeeks": 76}, {"id": "muse", "userWeeks": 76}, {"id": "hark", "userWeeks": 13}, {"id": "dots", "userWeeks": 12}, {"id": "hermes-agent", "userWeeks": 12}, {"id": "openclaw", "userWeeks": 5}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-16", "source": "X", "community": "@muse", "text": "@miaai_lab @facebook asking every single day i am human or not when i open their @muse \napp. today i just didn't open it.\ncc @finkd", "link": "https://twitter.com/1761578361976193024/status/2110964484051472785"}, {"agent": "muse", "date": "2026-10-15", "source": "YouTube", "community": "Crea TODO con MUSE AI de Meta: Apps, Videos e Imágenes desde el móvil", "text": "it worked for me, but when i turned off my phone and turned it back on, i couldn't access muse again. do you know why i couldn't log back in?", "link": "https://www.youtube.com/watch?v=uVsvJQE9Ga0&lc=Ugyo7AZbNwnZHS73rmF4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-15", "source": "Play Store", "community": "Play Store", "text": "it's already the second day, i can't register, either there's an error or it doesn't work.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}]}]}, "act.accuracy": {"userWeeks": 1066, "declined": 0, "modes": [{"name": "Frequent basic mistakes needing constant checks", "definition": "Users report a high general error rate on simple tasks, so every output has to be verified or corrected, often with a sense that quality has dropped over time; complaints that are only about cost, speed or setup bugs, with no wrong output, are excluded.", "other": false, "userWeeks": 322, "posts": 327, "agents": [{"id": "grok-bot", "userWeeks": 101}, {"id": "muse", "userWeeks": 77}, {"id": "openclaw", "userWeeks": 49}, {"id": "hermes-agent", "userWeeks": 44}, {"id": "dots", "userWeeks": 27}, {"id": "gemini-spark", "userWeeks": 16}, {"id": "hark", "userWeeks": 4}, {"id": "poke", "userWeeks": 3}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "Reddit", "community": "r/GrokBot", "text": "exactly i have to babysit and evaluate all its output and i notice a lot of errors", "link": "https://www.reddit.com/r/GrokBot/comments/1x90pe3/tips_for_a_claude_code_user/phha1ck/"}, {"agent": "muse", "date": "2026-10-16", "source": "App Store", "community": "App Store", "text": "very bad ai agent made lots of mistakes not efficient. i’m giving 1 out of 10", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "grok-bot", "date": "2026-10-13", "source": "X", "community": "@bot", "text": "@matthewberman @bot this is the first time i am seeing a bot did a spelling mistake \"whih\" algo. is it instructed to inject typo? lol.", "link": "https://twitter.com/35009195/status/2110077458015736032"}]}, {"name": "Fabricated facts stated with confidence", "definition": "The agent invents facts, sources, licences, events or content and presents them as true without hedging, such as made-up fixtures, imaginary words or a fictional book; answers that are only shallow or unhelpful but not false are excluded.", "other": false, "userWeeks": 155, "posts": 161, "agents": [{"id": "muse", "userWeeks": 62}, {"id": "grok-bot", "userWeeks": 42}, {"id": "hermes-agent", "userWeeks": 15}, {"id": "openclaw", "userWeeks": 14}, {"id": "dots", "userWeeks": 9}, {"id": "gemini-spark", "userWeeks": 8}, {"id": "hark", "userWeeks": 2}, {"id": "poke", "userWeeks": 2}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@rickymay @unkn0wnenby @adcock_brett @hark_labs if it makes you feel any better hark just lost me £400 this week because of it hallucinating", "link": "https://twitter.com/1539623888178626560/status/2111452270021775476"}, {"agent": "grok-bot", "date": "2026-10-16", "source": "Play Store", "community": "Play Store", "text": "full of racism and inaccurate information, another stupid bot, uninstalling.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "muse", "date": "2026-10-13", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "i’ve used @grok quite a bit the last months.\nthen meta muse came along and it was good, to start. \nafter using it more and more holy smokes, it’s wrong, a lot. very dangerous. things i know without a doubt i ask it and it comes back wrong. when o challenge it “are you sure?” /2", "link": "https://twitter.com/391157906/status/2110130539219021943"}]}, {"name": "Off-topic or garbled responses", "definition": "The agent answers a question that was not asked, adds unrelated content mid-task, or outputs nonsense or mixed-language gibberish; responses that are on topic but factually wrong are excluded.", "other": false, "userWeeks": 73, "posts": 74, "agents": [{"id": "hermes-agent", "userWeeks": 30}, {"id": "grok-bot", "userWeeks": 16}, {"id": "muse", "userWeeks": 10}, {"id": "openclaw", "userWeeks": 8}, {"id": "dots", "userWeeks": 5}, {"id": "gemini-spark", "userWeeks": 3}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-10", "source": "X", "community": "@hark_labs", "text": "@hark_labs found my inbox and, says u have got beta access of @theworldlabs wanna try it out? i said sure\nit went hunting for room photos and pulled images.\none thing i noticed though: in a single-image test, the face changed and looked more east asian than my input 🤔 [link]", "link": "https://twitter.com/1796569792733691904/status/2109023113883394136"}, {"agent": "hermes-agent", "date": "2026-10-09", "source": "X", "community": "@NousResearch", "text": "@nousresearch the agent could not even spellcheck its own name", "link": "https://twitter.com/882729083850850305/status/2108464084580524103"}]}, {"name": "Claimed success that never happened", "definition": "The agent says a task was done, checked or confirmed when the edits never happened, contain errors (such as a wrong delivery address or a mangled document) or broke something, and the user finds out later; tasks the agent openly reports as failed are excluded.", "other": false, "userWeeks": 58, "posts": 64, "agents": [{"id": "muse", "userWeeks": 20}, {"id": "grok-bot", "userWeeks": 16}, {"id": "openclaw", "userWeeks": 10}, {"id": "hermes-agent", "userWeeks": 6}, {"id": "dots", "userWeeks": 4}, {"id": "hark", "userWeeks": 2}], "examples": [{"agent": "hark", "date": "2026-10-09", "source": "X", "community": "@hark_labs", "text": "@theavgcoder @hark_labs its okay, for me i literally told it to go in notion and make a page called shopping list, it did it, but spelt it hsopping list then tried to correct its error and typed hsopping list again beside its original mistake on the same line [link]", "link": "https://twitter.com/2077943910547013633/status/2108678406820987260"}, {"agent": "muse", "date": "2026-10-03", "source": "X", "community": "@muse", "text": "used @muse a couple days ago to order flowers for my friend's birthday today. muse confirmed everything. this morning i asked her an unrelated question and she casually admitted she'd put the wrong address on the order… @alexandr_wang [link]", "link": "https://twitter.com/1897325902909849601/status/2106371915560411603"}, {"agent": "openclaw", "date": "2026-10-01", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "for background context i told it to see how my openclaw keeps track of my schoolwork and if it could help me manage that.\nthen proceeded to tell me i need to start working on a paper i already turned in and got an 100% on.", "link": "https://twitter.com/51492397/status/2105621836922781975"}]}, {"name": "Inaccurate search and price lookups", "definition": "Web, shopping or listing research returns wrong results, such as prices that are not the cheapest, homes already sold, scam listings, wrong email domains, or claims about a page made before it loaded; failures to reach a site at all, such as captchas or login blocks, are excluded.", "other": false, "userWeeks": 54, "posts": 59, "agents": [{"id": "muse", "userWeeks": 35}, {"id": "grok-bot", "userWeeks": 5}, {"id": "hermes-agent", "userWeeks": 4}, {"id": "hark", "userWeeks": 3}, {"id": "dots", "userWeeks": 2}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "openclaw", "userWeeks": 2}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "instinct", "date": "2026-10-09", "source": "YouTube", "community": "Instinct AI is For Real. What You Need to Know.", "text": "find me cheap flights, ends up finding me flights for 600$ instead of 300$ like i did. useless", "link": "https://www.youtube.com/watch?v=mUAsaprJ66s&lc=UgyH0s2Kqr0wfHfKqO54AaABAg"}, {"agent": "muse", "date": "2026-10-01", "source": "X", "community": "@muse", "text": "like i asked @muse to get me tickets to a local event. somehow it found some random webpage selling tickets for an unrelated event that was similar but entirely wrong! so now i need to double check everything it does. not terribly good for saving time.", "link": "https://twitter.com/232691130/status/2105784946375970916"}, {"agent": "muse", "date": "2026-09-29", "source": "Play Store", "community": "Play Store", "text": "pitiful in what it can actually do. asked for a russian restaurant in chicago and it said none and i go to one numerous times per year called russian tea room. this isn't the first obvious it missed. so far 90% of anything i asked had been a fail", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"name": "Wrong numbers from connected user data", "definition": "The agent misreads or miscalculates the user's own data, giving wrong step counts, bill splits that change on every try, bad accounting entries, the wrong hardware specs or a wrong address taken from a linked app; errors in general world knowledge are excluded.", "other": false, "userWeeks": 53, "posts": 54, "agents": [{"id": "muse", "userWeeks": 22}, {"id": "grok-bot", "userWeeks": 17}, {"id": "hermes-agent", "userWeeks": 8}, {"id": "openclaw", "userWeeks": 4}, {"id": "dots", "userWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-13", "source": "X", "community": "@bot", "text": "@elonmusk @bot i used @bot for a simple sales statistic task. that was as midday and he sends me the results a few min later. so i trusted the number. 7hrs later i receive a message from @bot that he made a mistake. not so good!", "link": "https://twitter.com/4190405955/status/2109954337736716632"}, {"agent": "dots", "date": "2026-10-11", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "chatgpt \"dot\" doesn't seem particularly smart. it notified me today that a free trial was expiring and i was about to have limited service, and didn't even notice the receipt in my inbox from me upgrading to the paid version.", "link": "https://twitter.com/1605100835171495936/status/2109109683416174940"}, {"agent": "muse", "date": "2026-10-09", "source": "App Store", "community": "App Store", "text": "i have tried to enhance and color the old picture. enhancement is good but sometimes it totally changes the features .", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}, {"name": "Stale or wrong date and time", "definition": "The agent gives outdated information as current or miscalculates dates, times, weekdays or time zones, such as last year's matches, an event placed on the wrong day or the server's clock used instead of the user's; facts that are wrong for reasons unrelated to time are excluded.", "other": false, "userWeeks": 37, "posts": 38, "agents": [{"id": "muse", "userWeeks": 15}, {"id": "grok-bot", "userWeeks": 11}, {"id": "openclaw", "userWeeks": 5}, {"id": "hermes-agent", "userWeeks": 3}, {"id": "dots", "userWeeks": 2}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-16", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "i'm trying out #meta #muse and i want everyone to be aware of it's inaccuracy. it was telling me voting was not open this weekend. please do your own research and check your local county sites. i was curious of it's performance compared to grok bot: it's not even close.", "link": "https://twitter.com/1709703369856614403/status/2111234888732954984"}, {"agent": "muse", "date": "2026-10-12", "source": "X", "community": "@muse", "text": "all of the robots, including the new @muse app default the date to 2024", "link": "https://twitter.com/2008788103171833856/status/2109646422345916746"}, {"agent": "muse", "date": "2026-10-08", "source": "App Store", "community": "App Store", "text": "i am very disappointed. i asked to fetch latest jobs last couple of days or past 24 hours and it was getting few months old and even year old jobs", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 321, "posts": 338, "agents": [{"id": "openclaw", "userWeeks": 72}, {"id": "grok-bot", "userWeeks": 70}, {"id": "muse", "userWeeks": 68}, {"id": "hermes-agent", "userWeeks": 62}, {"id": "dots", "userWeeks": 36}, {"id": "gemini-spark", "userWeeks": 8}, {"id": "hark", "userWeeks": 4}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-11", "source": "Reddit", "community": "r/hermesagent", "text": "well the token is stored as a string, and it is written over to the string is now a different length. i didn’t understand how that would even be possible, from my understanding hermes was butchering token extensions. it became clear when i opened the .env and saw all the mess.", "link": "https://www.reddit.com/r/hermesagent/comments/1x311y8/hermes_is_incredibly_bad_with_tokens/pfb8c55/"}, {"agent": "dots", "date": "2026-10-10", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@ambroseabaasa @openai @openaidot happy to. i feel reasonably confident that openai's dot is wrong - i can't believe it can't store and use a standard bearer token.", "link": "https://twitter.com/1161235681/status/2108947126831214773"}]}]}, "act.admin": {"userWeeks": 51, "declined": 0, "modes": [{"name": "Delegated admin creates more manual work", "definition": "Handing over a paperwork or admin job leaves the user with more effort than doing it alone: manual input steps, metadata or filters the agent cannot set, or repeated corrections. It excludes cases where the agent actively damages or deletes the user's records.", "other": false, "userWeeks": 8, "posts": 9, "agents": [{"id": "muse", "userWeeks": 3}, {"id": "grok-bot", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "hermes-agent", "userWeeks": 1}], "examples": [{"agent": "gemini-spark", "date": "2026-10-14", "source": "X", "community": "X search: Gemini Spark", "text": "today's gemini spark test also failed with the spreadsheet. the situation remains unchanged.", "link": "https://twitter.com/45121994/status/2110514410615972208"}, {"agent": "muse", "date": "2026-09-28", "source": "X", "community": "@muse", "text": "unfortunately, @muse is unusable. tried to give it some administrative tasks and it created more work for me than if i had done it myself. we still have a ways to go.", "link": "https://twitter.com/1682562572619509761/status/2104687683104899140"}]}, {"name": "Submission blocked by third-party portals", "definition": "The agent cannot finish creating an account, registering, enrolling or searching on an outside site because the portal rejects, refuses or does not allow agent access. Examples are developer enrolment, state unclaimed-money systems, job portals and carrier number transfers. It excludes jobs where the agent gets in but enters bad data.", "other": false, "userWeeks": 8, "posts": 8, "agents": [{"id": "grok-bot", "userWeeks": 4}, {"id": "muse", "userWeeks": 4}], "examples": [{"agent": "muse", "date": "2026-09-27", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "let’s be real about meta muse for a second. it offered to search every state for unclaimed money belonging to me. it took about 10 minutes to go through them all, and some required manual input. in the end, i got a message saying 90% of states refuse to let muse into their systems. checking for my money wasn't even my idea—it's a pre-offered feature when you download the app.", "link": "https://twitter.com/1472626137607983106/status/2104019169284952365"}]}, {"name": "Refunds, returns and cancellations left unfinished", "definition": "The agent starts a return, refund claim, subscription cancellation or service or domain transfer but stalls, fails or drags on for weeks without finishing. It excludes account-creation or registration attempts.", "other": false, "userWeeks": 7, "posts": 7, "agents": [{"id": "muse", "userWeeks": 6}, {"id": "grok-bot", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-14", "source": "Play Store", "community": "Play Store", "text": "i had some problems deleting my adobe subscritions using muse, but even i can't do it.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-09-28", "source": "X", "community": "@muse", "text": "@wajo_ai so far quite impressed with the onboarding flow, will report back if @hey__fo actually succeeds and gets me my refund from xfinity that was supposed to come weeks ago (@muse failed)", "link": "https://twitter.com/1209243626519183361/status/2104674881808015818"}, {"agent": "muse", "date": "2026-09-29", "source": "App Store", "community": "App Store", "text": "great to start a project on canceling monthly subscriptions but it stops progress and requires maybe more effort than canceling my payments myself.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}, {"name": "Form data entered wrongly or misplaced", "definition": "The agent fills in a form or application but puts correct information in the wrong fields, or enters wrong details such as an address. This includes failing to build a form packet from source documents. It excludes forms the agent never reaches because a site blocks it.", "other": false, "userWeeks": 6, "posts": 7, "agents": [{"id": "grok-bot", "userWeeks": 3}, {"id": "muse", "userWeeks": 3}], "examples": [{"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "@bot", "text": "grokbot [IP address]i asked an “ai teammate” to fill one form. it couldn’t. [link] @grok @bot", "link": "https://twitter.com/1597354346/status/2104234353559756941"}, {"agent": "muse", "date": "2026-09-12", "source": "X", "community": "@muse", "text": "@mattprd @muse it doesn't fill forms correctly, happy to send it your way !", "link": "https://twitter.com/2210683663/status/2098912016723554472"}, {"agent": "grok-bot", "date": "2026-10-04", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk @grok @bot it sounds like it can't do what i truly need it to do yet. hopefully soon. read pdf contracts that are images and then fillout multiple pdf forms from multiple different sources to create a packet of forms to send to dmv and dnr to different state organizations", "link": "https://twitter.com/979570936801300480/status/2106832626161967114"}]}, {"name": "Unrequested destructive changes to records", "definition": "The agent deletes, overwrites or corrupts the user's files, lists, accounts or registrations without being asked, leaving damage the user has to undo. Simple mistakes that leave existing records intact are out.", "other": false, "userWeeks": 6, "posts": 6, "agents": [{"id": "muse", "userWeeks": 4}, {"id": "grok-bot", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-15", "source": "Play Store", "community": "Play Store", "text": "crazy work, it suggested to reorganize my instagram folders to consolidate the different subjects i have, and then completely mixed all my folders and can't reverse. i don't recommend", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-10-01", "source": "App Store", "community": "App Store", "text": "this ai is very much in the beta testing phase. it gets very simple things wrong. it reads my list wrong it forgets to notify me, even after multiple prompts from me saying it forgot. it sends me emails i already read. it deletes things i didn’t say it should delete it. it can’t even add items to my grocery list correctly. don’t rely on this. don’t trust it and definitely don’t give it the power to purchase anything for you.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}, {"name": "Lists and records tracked inaccurately", "definition": "The agent misreads, mis-adds or wrongly reports what is in the user's lists, itineraries, dashboards, health reports or stored documents, or suddenly can no longer work with them. It excludes errors made while filling out an outside form.", "other": false, "userWeeks": 5, "posts": 5, "agents": [{"id": "gemini-spark", "userWeeks": 2}, {"id": "muse", "userWeeks": 2}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-17", "source": "Reddit", "community": "r/openclaw", "text": "literally openclaw not being able to keep on top of a to-do list for me is the reason i binned it.", "link": "https://www.reddit.com/r/openclaw/comments/1x8i0bc/how_do_you_track_your_tasks/phcyxx3/"}, {"agent": "muse", "date": "2026-09-26", "source": "App Store", "community": "App Store", "text": "voice input is quite difficult, and it cannot display the correct content even after saying it several times. it cannot organize the health report as required. logging into other platforms is difficult.", "link": "https://apps.apple.com/ca/app/muse-from-meta/id6760173601"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 11, "posts": 11, "agents": [{"id": "muse", "userWeeks": 4}, {"id": "grok-bot", "userWeeks": 3}, {"id": "dots", "userWeeks": 2}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-11", "source": "X", "community": "@hark_labs", "text": "my @bot just found and submitted requests for unclaimed property. i tried @hark_labs first and it had no way to submit personal information through a secure form. @bot wins this round.", "link": "https://twitter.com/107265181/status/2109336288185012725"}, {"agent": "gemini-spark", "date": "2026-09-27", "source": "YouTube", "community": "O agente pessoal que trabalha com seu PC FECHADO (Gemini Spark)", "text": "he does not perform administrative tasks, does not access websites, summarizing garbage.", "link": "https://www.youtube.com/watch?v=d5xNm0an66Q&lc=UgwzdxcZV3zzTQ4Hsc54AaABAg"}]}]}, "act.build": {"userWeeks": 196, "declined": 0, "modes": [{"name": "Falls short on complex, production-grade projects", "definition": "The agent manages simple scripts or prototypes but fails at full multi-file apps, SaaS products, deep repos or real software work, so users go back to dedicated coding agents. Out: specific bugs in otherwise finished output and missing developer tooling.", "other": false, "userWeeks": 87, "posts": 87, "agents": [{"id": "grok-bot", "userWeeks": 33}, {"id": "hermes-agent", "userWeeks": 21}, {"id": "muse", "userWeeks": 15}, {"id": "openclaw", "userWeeks": 13}, {"id": "dots", "userWeeks": 4}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-16", "source": "YouTube", "community": "Grok Bot nach 2 Monaten: Ich nutze es jetzt öfter als Claude", "text": "cool video, but i still feel more comfortable with claude. i build a lot of programs and also websites, and i didn't like that about grok bot. other questions, could it be that you live in the south?", "link": "https://www.youtube.com/watch?v=dt5h4-x8X0k&lc=UgzVUvmjNPvjYnDFWI54AaABAg"}, {"agent": "grok-bot", "date": "2026-10-16", "source": "YouTube", "community": "Grok Bot nach 2 Monaten: Ich nutze es jetzt öfter als Claude", "text": "claude is often the better choice for code for me too, grok simply has weaknesses there. and yes, i live in the south.", "link": "https://www.youtube.com/watch?v=dt5h4-x8X0k&lc=UgzVUvmjNPvjYnDFWI54AaABAg.Ac-otv2gvWjAc0WBsSQS6C"}, {"agent": "dots", "date": "2026-10-13", "source": "YouTube", "community": "Три дня с Dots от OpenAI: что он умеет и где косячит", "text": "i thought i mentioned this in the video) well, i continue to use the dot daily, and it still works frankly poorly with the code.", "link": "https://www.youtube.com/watch?v=P1Dw2_FlBGQ&lc=UgwmM2qYsqMNXUIAK6x4AaABAg.Abta0Uk1PuaAbu77oN3RMf"}]}, {"name": "Offloads building to other tools or users", "definition": "Instead of building itself, the agent hands the work to Cursor, cloud coding agents or a CLI, cannot drive the vendor's own builder, or tells the user to fetch credentials or do steps manually. Out: users choosing on their own to pair the agent with another tool.", "other": false, "userWeeks": 22, "posts": 22, "agents": [{"id": "grok-bot", "userWeeks": 14}, {"id": "dots", "userWeeks": 5}, {"id": "muse", "userWeeks": 2}, {"id": "hermes-agent", "userWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-14", "source": "Reddit", "community": "r/hermesagent", "text": "hermes on its own is weirdly bad at programming at least in my experience. what you can do tho is just have it use codex or claude code itself.", "link": "https://www.reddit.com/r/hermesagent/comments/1x5db7g/hermes_for_programming/pglep0r/"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "Reddit", "community": "r/GrokBot", "text": "i went with supergrok. i find that grok.com build is better at web design than grok bots. so i hand off files manually to and from grok.com.", "link": "https://www.reddit.com/r/GrokBot/comments/1wh63th/where_is_the_best_place_route_to_buy_grokbot/pe4is7l/"}, {"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "@bot", "text": "@scottyballs5 @petergyang @bot @spacexai it doesn't really \"build\" by itself, it just handles the prompts to cursor, really just leaves space for other bots to continue working.", "link": "https://twitter.com/1895109763647586305/status/2106933504701616383"}]}, {"name": "Generated code ships with functional bugs", "definition": "The agent delivers code, apps or models that look finished but break when used: broken forms, crashes, blank screens, dozens of bugs, or physical designs missing needed features. Out: the agent being unable to run or deploy the code, and output that works but looks bad.", "other": false, "userWeeks": 18, "posts": 18, "agents": [{"id": "grok-bot", "userWeeks": 10}, {"id": "hermes-agent", "userWeeks": 3}, {"id": "muse", "userWeeks": 3}, {"id": "openclaw", "userWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@s4yonnara how many of the 1000 are now production code?\nhow many bugs do they have?\ni created 3 trading bots with grok bot and found 50 bugs at least", "link": "https://twitter.com/1869899360236130304/status/2104301928532660587"}, {"agent": "grok-bot", "date": "2026-09-19", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "grok bot grok is an absolute joke. they market this bot as if it can do everything, but in reality, it fails at the most basic tasks. it can’t even build a simple sales page, which is the bare minimum these days. yet, they expect people to believe it can handle automated trading", "link": "https://twitter.com/1326769083401068544/status/2101317256126791728"}, {"agent": "muse", "date": "2026-09-12", "source": "X", "community": "@muse", "text": "@dps @muse @dps i tried building this for microsoft onedrive and muse failed every single time [link]", "link": "https://twitter.com/22197694/status/2098667515006370129"}]}, {"name": "Cannot compile, run, test or deploy", "definition": "The agent writes code but its environment cannot execute, compile, debug, push or deploy it, because of no runtime, broken internet access, push failures or unsupported toolchains, so the build is never verified or shipped. Out: code that runs but behaves wrongly.", "other": false, "userWeeks": 15, "posts": 16, "agents": [{"id": "grok-bot", "userWeeks": 4}, {"id": "muse", "userWeeks": 4}, {"id": "hermes-agent", "userWeeks": 3}, {"id": "dots", "userWeeks": 2}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-03", "source": "Play Store", "community": "Play Store", "text": "poor performance. whole day of communication back and forth and it still couldn't edit my website because it said its internet access wasn't working", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "@bot", "text": "@shubgaur @bot it keeps failing to package a bot template. issue reported.", "link": "https://twitter.com/91144157/status/2104057406212968449"}, {"agent": "hermes-agent", "date": "2026-09-25", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@saxenaaman800 @mehulmpt but cannot re compiled software in dbg programms, it sucks at that, wasted a week trying to fiddle around with stuff\neven gave 256k context even then it failed\nused hermes agent", "link": "https://twitter.com/2066548435134861312/status/2103388770250973242"}]}, {"name": "Slow, looping builds that burn usage", "definition": "Building takes hours, gets stuck in tool-call loops or endless refactors, or uses up the plan's credits or tokens before the app is done. Out: how good the finished output is, and usage complaints that have nothing to do with building.", "other": false, "userWeeks": 15, "posts": 18, "agents": [{"id": "hermes-agent", "userWeeks": 5}, {"id": "grok-bot", "userWeeks": 4}, {"id": "muse", "userWeeks": 3}, {"id": "dots", "userWeeks": 2}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-01", "source": "X", "community": "@muse", "text": "i ran through my $30 @grok plan in a day building a website/program! and a $20 @bot plan! what should i use next! and @muse is unusable to build anything i tried!", "link": "https://twitter.com/1509361816585048069/status/2105478538497339764"}, {"agent": "openclaw", "date": "2026-09-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "right now, i'm having openclaw create hundreds of buildings inside a world that resembles daggerfall, but it seems to be struggling...", "link": "https://twitter.com/2510072630/status/2100573378331787657"}, {"agent": "grok-bot", "date": "2026-09-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "spent 45 minutes in grok bot letting an agent refactor a css file until it probably reinvented bootstrap from scratch.\npeople, we have achieved agi", "link": "https://twitter.com/3089402800/status/2096614405471412239"}]}, {"name": "Poor visual, 3D and design output", "definition": "Front-end, landing pages, animations, game art, sprite atlases, Three.js scenes or Blender/3D assets come out crude, clipped or amateurish even when they technically work. Out: functional bugs and failures to run.", "other": false, "userWeeks": 12, "posts": 13, "agents": [{"id": "muse", "userWeeks": 5}, {"id": "grok-bot", "userWeeks": 4}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}], "examples": [{"agent": "gemini-spark", "date": "2026-10-18", "source": "X", "community": "X search: Gemini Spark", "text": "deepseek v4.1-1017 vs. gemini spark (quick simulation game)\nsame exact prompt\ndeepseek: 13 mins | cost: ~$0.00\ngemini: 10 mins | cost: ~$0.00\nobviously spark performed so ass\nshould try argon instead [link]", "link": "https://twitter.com/1739329746800885760/status/2111725189834678304"}, {"agent": "gemini-spark", "date": "2026-10-08", "source": "X", "community": "X search: Gemini Spark", "text": "i tried making a tetris game using gemini spark and gemini 4.1 flash. it turned out pretty lame. [link]", "link": "https://twitter.com/1629078903968141312/status/2108277444470063524"}, {"agent": "muse", "date": "2026-09-03", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "ok guys, meta muse is a joke when creating threejs models. just lmao [link]", "link": "https://twitter.com/1953362086127341568/status/2095578870682460496"}]}, {"name": "Missing developer controls and workflow features", "definition": "The coding experience lacks controls developers expect, such as choosing the model or reasoning level, viewing reasoning, diffs, git issue/worktree integration, local terminal access or sharing a built app. Out: problems with the quality of the code itself.", "other": false, "userWeeks": 10, "posts": 10, "agents": [{"id": "grok-bot", "userWeeks": 4}, {"id": "hermes-agent", "userWeeks": 2}, {"id": "muse", "userWeeks": 2}, {"id": "openclaw", "userWeeks": 2}], "examples": [{"agent": "openclaw", "date": "2026-10-13", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@steipete @simonbs he doesn't have a mechanism like herdr, i am ready to give up using openclaw, it currently does not bring convenience to development.", "link": "https://twitter.com/1694700723316166656/status/2109811093204013168"}, {"agent": "openclaw", "date": "2026-10-01", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@thsottiaux all conversations processed by dots remain in an \"unread\" state, which is quite anxiety-inducing to look at. it feels like a grown-up version of openclaw—not that there’s anything wrong with openclaw, but it really isn't suitable for coding. this is feedback from a $500-tier user", "link": "https://twitter.com/1941981074273239040/status/2105505230595211627"}]}, {"name": "Edits ignore instructions or cause regressions", "definition": "On follow-up requests the agent repeats the same output while claiming it improved it, makes the result worse, debugs lazily, needs the same request several times, or breaks a working pipeline with a small tweak. Out: first-attempt bugs where no fix was asked for.", "other": false, "userWeeks": 7, "posts": 7, "agents": [{"id": "grok-bot", "userWeeks": 4}, {"id": "muse", "userWeeks": 2}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-09-20", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "grok bot ain't magical. it's just a better claw. what should have been a tiny tweak to a workflow yesterday resulted in my entire pipeline being broken.", "link": "https://twitter.com/1769408431423643648/status/2101598223466975366"}, {"agent": "muse", "date": "2026-09-29", "source": "Play Store", "community": "Play Store", "text": "terrible. it makes a mistake then blames the mistake on you. the gaslighting is crazy. it is advertised for coding but takes longer than chat for far inferior results", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "grok-bot", "date": "2026-09-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "grok bot is shit. however much i like elon, grow is shit at everything: it can't run a search without giving you outdated info, it's shit at coding, which makes cursor a waste of time, you can't get it to work unless you repeat the same request at least 3 times", "link": "https://twitter.com/339325847/status/2096727593839939669"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 11, "posts": 11, "agents": [{"id": "dots", "userWeeks": 2}, {"id": "grok-bot", "userWeeks": 2}, {"id": "hark", "userWeeks": 2}, {"id": "muse", "userWeeks": 2}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "hermes-agent", "userWeeks": 1}, {"id": "poke", "userWeeks": 1}], "examples": []}]}, "act.computer_use": {"userWeeks": 289, "declined": 0, "modes": [{"name": "Cannot attach to the user's own browser or desktop", "definition": "The agent can't take control of the user's local browser, desktop or apps at all: the feature is missing, it says it \"can't click\" in the user's window, or setup never connects it to the user's existing browser and logins. Slow or clumsy control once it is connected belongs elsewhere.", "other": false, "userWeeks": 65, "posts": 70, "agents": [{"id": "dots", "userWeeks": 19}, {"id": "hermes-agent", "userWeeks": 14}, {"id": "grok-bot", "userWeeks": 13}, {"id": "openclaw", "userWeeks": 7}, {"id": "gemini-spark", "userWeeks": 6}, {"id": "muse", "userWeeks": 5}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-10", "source": "YouTube", "community": "Я поручил ChatGPT Dots сделать всю мою работу – вот что получилось! ИИ-агенты от ChatGPT – тест.", "text": "dots currently has a small limitation, it cannot use a regular browser and often gets stuck in its cloud browser. therefore, for normal operation, you need to give it access to the computer through the code🤷♂️", "link": "https://www.youtube.com/watch?v=BuiU0EDFqCo&lc=UgwUzwZyN5bb14-XcQh4AaABAg"}, {"agent": "dots", "date": "2026-10-09", "source": "YouTube", "community": "ChatGPT Dots Is WAY More Powerful Than You Think", "text": "it's worse. it's a powerless assistant that can't control my computer or local codex sessions.", "link": "https://www.youtube.com/watch?v=WXhOxfPECnM&lc=Ugzr7G_E-OIg_lW_a2V4AaABAg.AbkXltSagfeAbk_CVTGjhm"}, {"agent": "dots", "date": "2026-10-09", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "here's @openai dots @dots recommending codex in its stead is the better solution lol because neither computer use nor browser use works for dots @therohanvarma @thsottiaux [link]", "link": "https://twitter.com/27395235/status/2108515222592143652"}]}, {"name": "Painfully slow step-by-step screen operation", "definition": "The agent drives the GUI too slowly to be useful, with seconds to minutes per click, screenshot-and-reason loops, simple tasks taking many minutes and heavy token use, and it doesn't speed up on repeated tasks. Clicks that miss or fail outright are out.", "other": false, "userWeeks": 49, "posts": 49, "agents": [{"id": "grok-bot", "userWeeks": 16}, {"id": "hermes-agent", "userWeeks": 13}, {"id": "dots", "userWeeks": 7}, {"id": "hark", "userWeeks": 7}, {"id": "openclaw", "userWeeks": 4}, {"id": "muse", "userWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "i want grok @bot to have astra level computer use\nits ok now but too slow\n@chatgpt really miles ahead of anybody in computer us", "link": "https://twitter.com/1460631417185001476/status/2108562346805190994"}, {"agent": "hark", "date": "2026-10-08", "source": "X", "community": "@hark_labs", "text": "@hark_labs but, tasked with building a \"stocking stuffer list\" on amazon took over an hour with hark, but 3 minutes with grok so the computer use is much, much slower.", "link": "https://twitter.com/2034459259874783232/status/2108186105732374943"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "@bot", "text": "@elonmusk @brianroemmele @grok @bot the ability to use correctly their own computer. using chrome from @bot is a nightmare. you have to wait 5 minutes to just get a click. unbelievable. claude much better.", "link": "https://twitter.com/1290540846387990528/status/2108145750546809342"}]}, {"name": "Fails basic clicks and form inputs", "definition": "The agent can't carry out elementary interactions on a page it can already reach: it misses or ignores the obvious button, can't type into a modal or field, can't press save, submit or place order, can't scroll, can't handle pop-ups, or clicks the wrong spot because of display-scaling issues. Blocks from captchas or bot detection are out.", "other": false, "userWeeks": 45, "posts": 45, "agents": [{"id": "grok-bot", "userWeeks": 18}, {"id": "hermes-agent", "userWeeks": 15}, {"id": "muse", "userWeeks": 9}, {"id": "dots", "userWeeks": 1}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-14", "source": "Reddit", "community": "r/GrokBot", "text": "grokbot also on some websites tries to enter the password into the username area", "link": "https://www.reddit.com/r/GrokBot/comments/1x4quy5/grok_bot_only_uses_1password_when_the_user_is/pgmsts6/"}, {"agent": "hermes-agent", "date": "2026-10-13", "source": "Reddit", "community": "r/hermesagent", "text": "i ran into several issues with form filling, maybe only around 70% success and with browseros neo, i am closer to 90%+.", "link": "https://www.reddit.com/r/hermesagent/comments/1x421vm/finally_found_good_browser_automation_browseros/pggclj6/"}, {"agent": "muse", "date": "2026-10-07", "source": "X", "community": "@muse", "text": "@kevskgs @hark_labs @muse bro. the browser cant open a fckn calculator", "link": "https://twitter.com/1352480555699494915/status/2107827181606801685"}]}, {"name": "Messy browser windows, tabs and sessions", "definition": "The agent mismanages its browser environment: it opens tabs it never closes, crashes Chrome, launches a fresh session without the user's cookies, can't share the browser across several agents, or grabs the user's foreground screen while they work. Not being able to connect at all is out.", "other": false, "userWeeks": 19, "posts": 20, "agents": [{"id": "grok-bot", "userWeeks": 8}, {"id": "hermes-agent", "userWeeks": 5}, {"id": "dots", "userWeeks": 4}, {"id": "hark", "userWeeks": 1}, {"id": "muse", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@thsottiaux \nanyone else having issues with chatgpt dots? @openai \nmanual cloud browser takeover works perfectly, but dot's automation keeps failing:\n• failed to query executor configuration capabilities\n• cdp attach_tab timed out\n• page.enable / emulation errors\n#chatgpt", "link": "https://twitter.com/2048959948760199169/status/2110936502880596407"}, {"agent": "grok-bot", "date": "2026-10-14", "source": "Reddit", "community": "r/GrokBot", "text": "i don't have that, but it constantly reloads pages that it has open on chrome. makes it unusable when there's a page that gets reloaded, and loses all of its progress!", "link": "https://www.reddit.com/r/GrokBot/comments/1x5uzid/grok_bot_computer_constantly_freezing/pgrnd6i/"}, {"agent": "muse", "date": "2026-09-14", "source": "X", "community": "@muse", "text": "the most annoying thing about @muse is its browser management. it will open up a bunch of browsers tasks and never close them leading to a situation where your agent is just sitting waiting for one to close but nothing happens. @alexandr_wang [link]", "link": "https://twitter.com/2296119949/status/2099555532394914181"}]}, {"name": "Stopped by captchas, bot blocks and complex logins", "definition": "The agent's browsing is halted by captchas, Cloudflare-style bot blocking, OAuth or secure login flows, and heavy single-page or social apps, so it can't get past the gate. Ordinary button or field failures on pages that load normally are out.", "other": false, "userWeeks": 17, "posts": 17, "agents": [{"id": "gemini-spark", "userWeeks": 4}, {"id": "hark", "userWeeks": 4}, {"id": "muse", "userWeeks": 3}, {"id": "grok-bot", "userWeeks": 2}, {"id": "openclaw", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}, {"id": "hermes-agent", "userWeeks": 1}], "examples": [{"agent": "gemini-spark", "date": "2026-09-27", "source": "X", "community": "X search: Gemini Spark", "text": "using gemini spark to register muse on the cloud browser also failed.", "link": "https://twitter.com/118043424/status/2104054423714730424"}, {"agent": "muse", "date": "2026-09-24", "source": "Reddit", "community": "r/AI_Agents", "text": "the only issues i have uncovered so far is complex browser security. it fails. then i downloaded muse for mac and tried to have it take over my browser after logging in. it failed on chrome and safari.", "link": "https://www.reddit.com/r/AI_Agents/comments/1woxa3g/is_muse_actually_worth_trying/pbuibhc/"}, {"agent": "grok-bot", "date": "2026-09-19", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@parker__conrad i wish you would improve computer and browser use... grok bot still fails on many spa sites.", "link": "https://twitter.com/788358627283402752/status/2101363914109800672"}]}, {"name": "Clumsy handoff and manual takeover controls", "definition": "When the user takes over the agent's browser or remote screen to log in or help, basic input fails: paste is disabled, the pointer doesn't respond, the keyboard or IME doesn't work, or mobile form entry is fiddly, or the user can't open the view without asking the agent first. Problems with the agent's own clicking are out.", "other": false, "userWeeks": 12, "posts": 12, "agents": [{"id": "muse", "userWeeks": 4}, {"id": "dots", "userWeeks": 2}, {"id": "grok-bot", "userWeeks": 2}, {"id": "openclaw", "userWeeks": 2}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "hermes-agent", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-09-28", "source": "App Store", "community": "App Store", "text": "browser use is a bit janky and could be improved. i want to be able to access the browser at anytime instead of requesting the agent hands access over. \nsecure entry fields don't work as seamlessly as in grok bot (vault is not quite as quick and not really the same)", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-09-26", "source": "X", "community": "@muse", "text": "@davidmarcus @muse i do wish it did more for me in the browser. i don't like taking over as much as it's asking me to login to things", "link": "https://twitter.com/6611482/status/2103964695053185325"}]}, {"name": "Acts without checking what is on screen", "definition": "The agent reads or acts on a page before it has loaded, doesn't look at the current UI state, or reports a GUI action as done when it never happened (for example, claiming every post went through when most failed). Actions that fail visibly and are reported honestly are out.", "other": false, "userWeeks": 8, "posts": 9, "agents": [{"id": "muse", "userWeeks": 4}, {"id": "grok-bot", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}, {"id": "hermes-agent", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-09-21", "source": "X", "community": "@muse", "text": "i would agree that at times it doesn’t seem to try. i’ve reported this multiple times to the team. it tends to just assume without verification. hopefully a problem that will get solved. \nfor example, it needed to pay a bill for me. it couldn’t figure out it needed to click the button that said, pay the bill. i instructed it and it seemed to remember in the future", "link": "https://twitter.com/1425445846628319234/status/2101872528423612601"}, {"agent": "dots", "date": "2026-10-05", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "the @openai dots just keep getting worse with new updates... can't see what it's doing, attached task doesn't load, computer use seems to be breaking.\nso far the updates are making things worse, not better. [link]", "link": "https://twitter.com/89291422/status/2107150046995374110"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 76, "posts": 78, "agents": [{"id": "openclaw", "userWeeks": 21}, {"id": "grok-bot", "userWeeks": 18}, {"id": "hermes-agent", "userWeeks": 13}, {"id": "dots", "userWeeks": 12}, {"id": "muse", "userWeeks": 6}, {"id": "hark", "userWeeks": 4}, {"id": "gemini-spark", "userWeeks": 2}], "examples": [{"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "@NousResearch", "text": "@nousresearch @teknium \ngentleman, i regret to inform you that cua on omarchy linux sucks ass , screen goes completely black and i have to terminal out", "link": "https://twitter.com/2024971808450174976/status/2110904605395861932"}]}]}, "act.content": {"userWeeks": 284, "declined": 0, "modes": [{"name": "Generated images ugly, off-prompt or below competitors", "definition": "Still images, logos or edits the agent makes that look low-quality, generic or 'old AI', or that ignore what was asked or the requested edits; video output, keeping a person's identity across outputs and layout of slides/documents are covered by other modes.", "other": false, "userWeeks": 54, "posts": 57, "agents": [{"id": "muse", "userWeeks": 24}, {"id": "grok-bot", "userWeeks": 22}, {"id": "hermes-agent", "userWeeks": 3}, {"id": "dots", "userWeeks": 2}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "hark", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-17", "source": "X", "community": "@muse", "text": "@muse it’s really bad at designs and even basic image generation why is that?", "link": "https://twitter.com/1584208678567219201/status/2111577889871421498"}, {"agent": "muse", "date": "2026-10-14", "source": "Reddit", "community": "r/GrokBot", "text": "grokbot is much better in your example. muse is drawing like an inkjet printer and totally missed the point on how a hand drawn sketch drawing flow is supposed to be like.", "link": "https://www.reddit.com/r/GrokBot/comments/1x5j5xp/same_article_second_brain_same_handdrawn_video/pgn86mx/"}, {"agent": "muse", "date": "2026-10-14", "source": "App Store", "community": "App Store", "text": "can’t even cut a picture & keep full body of a person. need to spent 15 minute just to find one good picture to share with someone else", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}, {"name": "Bland, sloppy or poorly fitted written content", "definition": "Copy, emails, social posts, replies, documents and long-form writing that read as generic AI slop, corny, repetitive, padded, full of jargon, weak in a non-English language, or not in the user's tone; visual layout of the document is out.", "other": false, "userWeeks": 53, "posts": 54, "agents": [{"id": "grok-bot", "userWeeks": 32}, {"id": "muse", "userWeeks": 11}, {"id": "openclaw", "userWeeks": 5}, {"id": "dots", "userWeeks": 2}, {"id": "hermes-agent", "userWeeks": 2}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-07", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@madsmadsdk haha i know too well, i spent 2 months letting openclaw create tiktoks on autopilot..\nand it was 6 months ago so imagine how stupid they were, always dirty settees with 48 blankets, the same lamps everywhere, too many mugs yeah etc lol", "link": "https://twitter.com/304420418/status/2107919433079357470"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@dengdadei reading a whole lot of writing i had grok bot doing and thinking this earlier. its still nice to have the scaffolding done for me than write up from scratch but fuck me if it isn’t painfully to look at. entire paragraphs of self-fellating pseud nonsense", "link": "https://twitter.com/1492055177288892443/status/2107450752872398936"}, {"agent": "muse", "date": "2026-10-06", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "writing articles with meta muse is a bit ai and a bit verbose. are there any good prompts to avoid this situation? @grok", "link": "https://twitter.com/1180483618352717824/status/2107318611543289998"}]}, {"name": "Videos and animations look broken or crude", "definition": "Video, animation or image-to-video output with distorted characters, unrealistic physics or objects, little or no motion, very short clips, poor voiceover or noisy audio, or clumsy editing cuts; refusal to make video at all is out (see unavailable capability).", "other": false, "userWeeks": 53, "posts": 54, "agents": [{"id": "muse", "userWeeks": 31}, {"id": "grok-bot", "userWeeks": 11}, {"id": "dots", "userWeeks": 7}, {"id": "hermes-agent", "userWeeks": 3}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-17", "source": "Play Store", "community": "Play Store", "text": "never could extract audio of my dad from my conversation between us and took 3 tries to just get a silent animated photo", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-10-16", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "@polishtamales i switched over to meta muse, but it's not the best at video and image generation unless you train it a shit ton first.", "link": "https://twitter.com/1344735941198544896/status/2111164097421037963"}, {"agent": "muse", "date": "2026-10-15", "source": "YouTube", "community": "GPT 当导演，Meta Muse 来拍片：两个 AI 协作拍出一部短片？｜Muse  Agent 视频生成", "text": "why can my sister's video lip sync match, but the lip sync i generated with muse doesn't match?", "link": "https://www.youtube.com/watch?v=GKKy4lBNVo4&lc=Ugw8ZYiKqJoKudJ4bLJ4AaABAg"}]}, {"name": "Promised media capability missing or unavailable", "definition": "The agent says it cannot, or simply does not, generate or show images, video, songs or in-chat visuals, save files, use advertised tools, or post and schedule content itself, including region locks and generator outages; output that is made but poor is out.", "other": false, "userWeeks": 50, "posts": 50, "agents": [{"id": "muse", "userWeeks": 32}, {"id": "grok-bot", "userWeeks": 9}, {"id": "hermes-agent", "userWeeks": 3}, {"id": "dots", "userWeeks": 2}, {"id": "hark", "userWeeks": 2}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-15", "source": "YouTube", "community": "Muse Ai Account Creation without Age Verification | Muse Ai Account Waitlist Issue Solved", "text": "i swear i worked hard for a full 3 hours and completed the entire process like a video, but nothing was made 😢😢😢", "link": "https://www.youtube.com/watch?v=wOejoJJ4baI&lc=Ugy8uc1k6ZuqSVGw9ut4AaABAg"}, {"agent": "muse", "date": "2026-10-12", "source": "Play Store", "community": "Play Store", "text": "after initial prompts and guidelines its a continuous critiquing of the project. and once completed it doesnt save the image it must be processed again from scratch", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "X", "community": "@bot", "text": "@bot my grok bot wont show me the images im asking it to generate, says it has a storage problem", "link": "https://twitter.com/261922821/status/2107835786884489237"}]}, {"name": "Amateurish slides, dashboards and graphic layouts", "definition": "Designed deliverables such as presentations, dashboards, infographics, comics, Canva designs and product graphics that come out with tiny fonts, misaligned text, a dull or childish look or a half-finished feel; plain prose quality and raw image generation are out.", "other": false, "userWeeks": 21, "posts": 22, "agents": [{"id": "grok-bot", "userWeeks": 11}, {"id": "muse", "userWeeks": 6}, {"id": "dots", "userWeeks": 3}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-16", "source": "X", "community": "@muse", "text": "my @grok @bot genuinely just mogged @muse on an instagram carousel test that i gave both agents, same instructions, reference, everything.\ni’m really impressed", "link": "https://twitter.com/1163244343655849986/status/2110919613177639180"}, {"agent": "dots", "date": "2026-10-07", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i had grok bot and openai dots create the slides for today's meeting, but grok won overwhelmingly 🤔", "link": "https://twitter.com/17380994/status/2107686735048286529"}, {"agent": "muse", "date": "2026-09-29", "source": "App Store", "community": "App Store", "text": "i tried to create a photo book on the theme of 'choice', but it was very insufficient.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}, {"name": "Autonomous social posting goes wrong", "definition": "When the agent is handling a social account or scheduled posting, it posts the wrong items, publishes content the user rejected, messes up scheduling or harms the account (e.g. lost followers); the writing quality of individual posts is out.", "other": false, "userWeeks": 14, "posts": 16, "agents": [{"id": "grok-bot", "userWeeks": 6}, {"id": "muse", "userWeeks": 4}, {"id": "openclaw", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}, {"id": "hermes-agent", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-17", "source": "Play Store", "community": "Play Store", "text": "it's early but the things it should be good at, it's not. trying to scheduled posts, but it's been a struggle.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-09-30", "source": "Play Store", "community": "Play Store", "text": "for the moment really not impressed i ask it to redo posts on facebook and it is not able to accomplish the task", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-09-18", "source": "App Store", "community": "App Store", "text": "tried many things but am far it’s just faster or better to do it myself. all the generator tools aren’t good quality, and the scheduling feature always mess up.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}, {"name": "Faces and characters drift across edits", "definition": "The agent fails to keep a real person's likeness, a reference face or the same character across repeated edits, image variants or joined video clips; one-off quality problems that have nothing to do with identity are out.", "other": false, "userWeeks": 10, "posts": 10, "agents": [{"id": "muse", "userWeeks": 7}, {"id": "grok-bot", "userWeeks": 2}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-18", "source": "YouTube", "community": "Facebook Muse AI: Fix Country/Region Block, Waitlist & Age Confirmation", "text": "the output is bad in muse ai. the character consistency in each scene does not match.", "link": "https://www.youtube.com/watch?v=J4Oiif6reQ4&lc=Ugys0YxKa1UbxilCNDx4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-04", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "the issue of grok bot's image generation being too low quality. even when referencing a face in the image, it generates a completely different face every time 😅. if the staff understands this, they should fix it 🤣 [link]", "link": "https://twitter.com/1449729307526324224/status/2106556114078933404"}, {"agent": "muse", "date": "2026-09-25", "source": "App Store", "community": "App Store", "text": "video were great but it can’t actually render close to the real image of the person i want to render. needs more improvement to make the image more realistic.", "link": "https://apps.apple.com/ca/app/muse-from-meta/id6760173601"}]}, {"name": "Overzealous filters block legitimate creative requests", "definition": "Content-safety rules that refuse or change harmless requests, such as gothic or vampire themes, normal body types, user-provided photos or famous likenesses, so the user has to work around them; the agent producing inappropriate content on its own is also in, while capability gaps that have nothing to do with policy are out.", "other": false, "userWeeks": 10, "posts": 10, "agents": [{"id": "muse", "userWeeks": 6}, {"id": "grok-bot", "userWeeks": 2}, {"id": "hark", "userWeeks": 1}, {"id": "hermes-agent", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-09-26", "source": "Reddit", "community": "r/grok", "text": "i use it for nothing now. waiting for the 3 for one to expire mid oct and then i am out for good. if they want 1% of humanity to be their customer base (coders) - so be it. im not using grok bot either..or any bot for that matter. i signed on for the freedom of narration and adult level video game cinema creation.. it has been nerfed to hell in both.", "link": "https://www.reddit.com/r/grok/comments/1wqtnpg/is_anyone_actually_using_grok_for_coding/pc6whdg/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 21, "posts": 21, "agents": [{"id": "muse", "userWeeks": 10}, {"id": "grok-bot", "userWeeks": 7}, {"id": "dots", "userWeeks": 2}, {"id": "hermes-agent", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-09-15", "source": "X", "community": "@muse", "text": "@mattprd @muse been trying to crack that. so far none of the ideas have been that good but working with them to see what could be run by them without much help from me lol", "link": "https://twitter.com/1425445846628319234/status/2099760445699584292"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "i threw a picture of a cat drawn by my child (me) into the grok bot group chat. different bots with different roles talked in the same room and created a mini-game mvp that can be played in about 15 minutes. i wrote a behind-the-scenes story on my blog. the game is not fun!! \n[link]\n#personaldevelopment #grokbot #himahimapark", "link": "https://twitter.com/1639866336557039617/status/2104265059245650118"}]}]}, "act.email": {"userWeeks": 108, "declined": 0, "modes": [{"name": "Basic mailbox actions unsupported or refused", "definition": "The agent cannot or will not do a standard mailbox action the user asks for, such as sending, deleting, moving to folders, labelling, unsubscribing, blocking or forwarding without approval; this covers missing capability and outright refusal, not actions that are attempted but fail partway or give wrong results.", "other": false, "userWeeks": 21, "posts": 24, "agents": [{"id": "muse", "userWeeks": 7}, {"id": "grok-bot", "userWeeks": 6}, {"id": "dots", "userWeeks": 4}, {"id": "gemini-spark", "userWeeks": 4}], "examples": [{"agent": "muse", "date": "2026-10-03", "source": "X", "community": "@muse", "text": "@pregory1 @chatgpt 🤣🤣💯💯💯\nso, i sent the prompt into 5 platforms. \n@muse, @cueagents, @bot, @askperplexity &amp; chatgpt dots. \ndot was the only one who emailed the city. \ni used these same exact prompt for all of them. you can see below in the images. [link]", "link": "https://twitter.com/1364629432040890372/status/2106467973263425556"}, {"agent": "dots", "date": "2026-10-02", "source": "YouTube", "community": "Les annonces d'OpenAI (dont Dots !) et celles d'Anthropic : ça chauffe !", "text": "already if openai did not block my emails that it itself drafted and **secured**, \"for security reasons\", without knowing how to solve the problem since the security reason is not provided by openai, it would already be good. so let me laugh about everything else.", "link": "https://www.youtube.com/watch?v=A2znp0KwPU4&lc=UgxPIr-mrQaFa6Oo0R94AaABAg"}, {"agent": "grok-bot", "date": "2026-09-20", "source": "X", "community": "@bot", "text": "@milannala @teslaxander @bot also, it can't move emails to another folder and save pdf files from the emails. so it's worthless to me. i'll wait until the thing works. stupid.", "link": "https://twitter.com/1555560339772686337/status/2101716271528026241"}]}, {"name": "Send and draft tools fail intermittently", "definition": "Email or message sending and in-chat draft cards crash, hit rate limits or database errors, work only some of the time, or fail on some devices such as mobile, so a supported action does not reliably complete; this does not cover permanently missing features or bad wording in emails that do send.", "other": false, "userWeeks": 13, "posts": 13, "agents": [{"id": "grok-bot", "userWeeks": 6}, {"id": "dots", "userWeeks": 2}, {"id": "poke", "userWeeks": 2}, {"id": "hermes-agent", "userWeeks": 1}, {"id": "muse", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-02", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "here's my latest @openai dot fail. it never did manage to create a simple gmail draft. [link]", "link": "https://twitter.com/11040522/status/2106105805485625571"}, {"agent": "grok-bot", "date": "2026-10-02", "source": "X", "community": "@bot", "text": "@naoufal_elh @bot why can’t bot draft email cards on mobile that allows edit? seems to only work on computer app.", "link": "https://twitter.com/97098793/status/2106065962042823014"}, {"agent": "grok-bot", "date": "2026-10-02", "source": "X", "community": "@bot", "text": "@naoufal_elh @bot i think the email draft card reliability needs to improve. love the inline response but works about half the time.", "link": "https://twitter.com/2619148414/status/2105846925945929814"}]}, {"name": "Large-inbox cleanup too slow or quota-limited", "definition": "When processing a big backlog, the agent handles only a few messages per hour, runs out of usage limits, or offers tiny action batches, so the inbox is never actually cleared; this does not cover wrong deletions or actions the agent cannot do at all.", "other": false, "userWeeks": 11, "posts": 11, "agents": [{"id": "grok-bot", "userWeeks": 7}, {"id": "dots", "userWeeks": 1}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "muse", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-09-06", "source": "X", "community": "@bot", "text": "@dkmitc @bot im 3 resets in and still not got a tidy inbox yet. i set it going the day before rest to use up the last of my usage", "link": "https://twitter.com/716222543426883584/status/2096571379248152799"}, {"agent": "grok-bot", "date": "2026-09-06", "source": "X", "community": "@bot", "text": "@dkmitc @bot using grok bot for cleaning email caches is a waste lol.\nit's totally unproductive for a powerful total anyway.", "link": "https://twitter.com/1936069028/status/2096463771502006594"}, {"agent": "grok-bot", "date": "2026-09-06", "source": "X", "community": "@bot", "text": "@dkmitc @bot after running for an hour it got through 13 emails for me. so i killed it and then thought about having it create rules for me to do it. most of it is trash nowadays, it’s crazy", "link": "https://twitter.com/2092199585254912000/status/2096404005014409606"}]}, {"name": "Poorly written or misaddressed replies", "definition": "Drafted or sent messages are incoherent, wrongly worded, lack context or the user's voice, read as obviously from a bot, or go to the wrong recipient or thread, such as replying to the agent's own earlier email; this does not cover formatting loss or failures to send.", "other": false, "userWeeks": 11, "posts": 11, "agents": [{"id": "muse", "userWeeks": 6}, {"id": "grok-bot", "userWeeks": 3}, {"id": "openclaw", "userWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "@bot", "text": "i dunno why tf @bot decided to use “xo” as my email sign off lmao [link] [link]", "link": "https://twitter.com/785339407/status/2110594294948213067"}, {"agent": "muse", "date": "2026-09-29", "source": "Play Store", "community": "Play Store", "text": "the muse didn't type the correct words for my text to be sent.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-09-12", "source": "X", "community": "@muse", "text": "@mattprd @muse when i ask to it to send a corrected email to an original email muse sent, muse will reply to original email which means im emailing myself.", "link": "https://twitter.com/281417129/status/2098913095254986906"}]}, {"name": "Triage misjudges what matters", "definition": "When reading and sorting mail, the agent gets priority or relevance wrong, for example skipping noreply senders, nagging about junk, marking promotions as urgent, ignoring existing labels in its filing suggestions, or missing forwarded codes; this does not cover destructive deletions or slow processing.", "other": false, "userWeeks": 11, "posts": 11, "agents": [{"id": "muse", "userWeeks": 6}, {"id": "grok-bot", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}, {"id": "hermes-agent", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-15", "source": "X", "community": "@muse", "text": "@jjenglert @muse exactly my experience. it degrades quickly the more you give it. \nit devolved into just a second notification for my emails lol", "link": "https://twitter.com/1453927493610659845/status/2110741692764529127"}, {"agent": "hermes-agent", "date": "2026-10-03", "source": "X", "community": "@NousResearch", "text": "@nousresearch @maxkolysh you skip emails from noreply addresses though. had to process them manually with a cronjob from scratch.", "link": "https://twitter.com/2087859790550839296/status/2106278375027548254"}, {"agent": "muse", "date": "2026-09-18", "source": "Play Store", "community": "Play Store", "text": "so far so good. it has struggled with sorting my gmail inbox but otherwise fairly good", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"name": "Destructive or misdirected bulk inbox cleanup", "definition": "While cleaning or organising the inbox, the agent deletes, archives or files mail it should have left alone, such as permanently wiping thousands of messages, removing weeks of mail or mixing personal mail into new folders, often against explicit rules; this does not cover cleanup that is merely slow or never starts.", "other": false, "userWeeks": 8, "posts": 8, "agents": [{"id": "muse", "userWeeks": 5}, {"id": "dots", "userWeeks": 1}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "grok-bot", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "@bot", "text": "i got grok @bot and it…sucks. one of the tasks i gave it was to clean up my inbox from promotional emails and it almost nuked everything. all my emails almost got deleted. [link]", "link": "https://twitter.com/1435420326611984387/status/2107530187252572240"}, {"agent": "muse", "date": "2026-09-27", "source": "Play Store", "community": "Play Store", "text": "i asked it to organize my emails and it ended up deleting the last 3 weeks of my emails", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"name": "Outbound email loses signatures, links or attachments", "definition": "Emails the agent sends or forwards drop or mangle formatting that should carry over, such as the user's signature, live or correctly unwrapped hyperlinks, attached files or PDFs in forwarded mail; this does not cover the quality of the wording itself.", "other": false, "userWeeks": 8, "posts": 8, "agents": [{"id": "grok-bot", "userWeeks": 7}, {"id": "dots", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "@bot", "text": "@lingxi @bot also, my bot can't copy and paste live hyperlinks into draft email messages.", "link": "https://twitter.com/2576310691/status/2106973001480544268"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@lingxi @bot if a @bot sends mail through the @gmail plugin it doesnt retain the users signature. \napi only retains plain text. very irritating!", "link": "https://twitter.com/1862180628399079424/status/2106364981448978583"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@lingxi @bot when writing emails, it struggle to link correctly and likes to wrap google's redirect. can you fix?", "link": "https://twitter.com/2730534040/status/2106328592183382161"}]}, {"name": "Agent-owned mailbox poorly deliverable or opaque", "definition": "The separate address the agent sends and receives from lands in recipients' spam, silently drops aliased mail, cannot be renamed, has no screen for viewing its inbox, or does not wake the agent when new mail arrives; this does not cover problems with the user's own connected account.", "other": false, "userWeeks": 7, "posts": 8, "agents": [{"id": "grok-bot", "userWeeks": 5}, {"id": "muse", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "@bot", "text": "@elonmusk @bot why can't my grokbot use its email address? worked for 1 day now says it can't send email anymore.", "link": "https://twitter.com/1093687250423087104/status/2111248664274280780"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 18, "posts": 18, "agents": [{"id": "grok-bot", "userWeeks": 10}, {"id": "muse", "userWeeks": 3}, {"id": "dots", "userWeeks": 2}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-09-29", "source": "X", "community": "@bot", "text": "@pokornstar @bot they say ai is so good, but it has the hardest time managing my 5 email accounts and schedule. \nlet me know if this actually works for you.", "link": "https://twitter.com/122424287/status/2104969383659622568"}, {"agent": "gemini-spark", "date": "2026-09-23", "source": "X", "community": "X search: Gemini Spark", "text": "i give up, muse operates gmail more smoothly than gemini spark operates gmail, what is going on with google?", "link": "https://twitter.com/762148654404636672/status/2102651304908918855"}, {"agent": "muse", "date": "2026-09-22", "source": "X", "community": "@muse", "text": "@romeaeterna @offzerocyber @muse @bot @openclaw muse dropped the ball on my email the first day too. asmi ai is the one that finally just handles it for me.", "link": "https://twitter.com/2101481164242288641/status/2102435640281325693"}]}]}, "act.false_reports": {"userWeeks": 401, "declined": 0, "modes": [{"name": "False report of task completion", "definition": "The agent says a task it was asked to do is finished, fixed, sent, posted, checked in or verified when it wasn't, or was only partly done; this covers fabricated 'done' states, partial runs reported as full success and claimed fixes that don't hold, but not cases where the agent openly reports failure.", "other": false, "userWeeks": 88, "posts": 88, "agents": [{"id": "muse", "userWeeks": 22}, {"id": "grok-bot", "userWeeks": 20}, {"id": "openclaw", "userWeeks": 15}, {"id": "dots", "userWeeks": 13}, {"id": "hermes-agent", "userWeeks": 10}, {"id": "hark", "userWeeks": 4}, {"id": "gemini-spark", "userWeeks": 3}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs it charged my card yet said it was all fine and dandy", "link": "https://twitter.com/1812326566686294016/status/2111319965982736569"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs hark said it's locked it but the gift card failed [link]", "link": "https://twitter.com/1988715944638820353/status/2111276182801158397"}, {"agent": "hermes-agent", "date": "2026-09-28", "source": "X", "community": "@NousResearch", "text": "my hermes kanban workers kept telling me work was done when it wasn't. clean commit, green tests, still wrong. so i built nerve - a supervision layer for hermes agent that treats \"done\" as a claim until it's verified. v0.3.0 is out. free, mit. @nousresearch", "link": "https://twitter.com/1624566849110417408/status/2104418755858071948"}]}, {"name": "Fabricated results presented as real work", "definition": "The agent makes up outputs, findings, tool results, explanations of failures or details (invented searches, made-up command output, false causes for errors, invented facts) and presents them as coming from real actions; this covers made-up content and diagnoses, but not plain claims that a task is done.", "other": false, "userWeeks": 63, "posts": 70, "agents": [{"id": "muse", "userWeeks": 23}, {"id": "grok-bot", "userWeeks": 19}, {"id": "hermes-agent", "userWeeks": 8}, {"id": "openclaw", "userWeeks": 8}, {"id": "dots", "userWeeks": 2}, {"id": "hark", "userWeeks": 2}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-16", "source": "X", "community": "@muse", "text": "found out my @muse chat was lying to me. i had it checking the prices of something for a restock, and i randomly looked on the website and it was in stock. i asked why it didn’t catch it and it said this: [link]", "link": "https://twitter.com/736549298352050176/status/2111155327332728966"}, {"agent": "grok-bot", "date": "2026-10-02", "source": "X", "community": "@bot", "text": "@apostructura @bot speed plus invented events is just a faster way to be sure. the funny part is it still sounds like it checked.", "link": "https://twitter.com/2096256801281048576/status/2106050790670688313"}, {"agent": "grok-bot", "date": "2026-10-01", "source": "YouTube", "community": "Build & Sell Grok Bots (2 Hour Course)", "text": "grok bot will openly lie to you and then admit you are right when you call out its lies. that’s not trustworthy for any business.", "link": "https://www.youtube.com/watch?v=4hKJ9X6rGFo&lc=UgwYiAths021in8SdQJ4AaABAg"}]}, {"name": "Misstating its own capabilities or identity", "definition": "The agent wrongly says it can do something it can't (calls, video, device control, integrations) or says it can't do something it can, or gives false facts about its model, features or roadmap; this covers bad self-descriptions, but not failures to carry out a task it really can do.", "other": false, "userWeeks": 56, "posts": 57, "agents": [{"id": "muse", "userWeeks": 22}, {"id": "grok-bot", "userWeeks": 12}, {"id": "dots", "userWeeks": 6}, {"id": "gemini-spark", "userWeeks": 4}, {"id": "hermes-agent", "userWeeks": 4}, {"id": "openclaw", "userWeeks": 4}, {"id": "hark", "userWeeks": 3}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-17", "source": "Reddit", "community": "r/hermesagent", "text": "bro i thought i was tripping when it told me “yes, im sol 5.1” just to say something… it is a lying b", "link": "https://www.reddit.com/r/hermesagent/comments/1x8kx7n/luna_6_is_a_lazy_lying_bitch/phdmwu2/"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@ehog @hark_labs exact same thing happened to me. i asked multiple times. it said the card would apply at check out. [link]", "link": "https://twitter.com/1866984741670440961/status/2111251352425058625"}, {"agent": "grok-bot", "date": "2026-10-13", "source": "YouTube", "community": "What's new in Grok Bot - Oct 13, 2026", "text": "dr eggbot messed up my email setup 😕\nshe told me i could have 10 addresses and did not send the connection to my head bot. so now an awkward community tracker bot took the username @", "link": "https://www.youtube.com/watch?v=8_K9yAckFh0&lc=UgyTh3cWoifnWXcM2-x4AaABAg"}]}, {"name": "Promised follow-through that never happens", "definition": "The agent says it is starting, working on, will report back on or will retry a task later, then never does it or forgets it, and gives the same promise again; this covers stalled background jobs, scheduled checks that never run and empty 'I'll fix it tomorrow' commitments, but not false claims that the work is already finished.", "other": false, "userWeeks": 46, "posts": 47, "agents": [{"id": "openclaw", "userWeeks": 12}, {"id": "dots", "userWeeks": 11}, {"id": "grok-bot", "userWeeks": 11}, {"id": "muse", "userWeeks": 7}, {"id": "hermes-agent", "userWeeks": 3}, {"id": "hark", "userWeeks": 2}], "examples": [{"agent": "openclaw", "date": "2026-10-14", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "tested dots a lot.. really cool, but it has the same early openclaw symptom: it tells you what it's going to do and then doesn't do it. \nyou still have to say \"go!\", \"go ahead!\", \"continue\"... \nfor now, my winner and favorite is still grok bot. [link]", "link": "https://twitter.com/851515999295864833/status/2110488017739878739"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "@bot", "text": "@mrfundman @bot i just got mine about 30\nminutes ago. was supposed to give me an update on when it was available but it never did. i asked and then it said i could claim one. keep trying", "link": "https://twitter.com/3277903345/status/2108609661012467964"}, {"agent": "dots", "date": "2026-09-30", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "2 days of using @openai dot and it reminds me of coworkers. it talks a great game about accomplishing all types of things but at the end of the day it hasn't done a single one of them. 2 days, 0 things accomplished that it says it's working on. 😂😂😂", "link": "https://twitter.com/1976360068720291840/status/2105315389873795493"}]}, {"name": "Denying or misrepresenting actions it took", "definition": "The agent hides, plays down or denies things it actually did, such as scanning data without permission, deleting things it was told not to, using other quotas or browser automation behind the scenes, or denying its own earlier messages; this covers false accounts of past actions or statements, but not false claims about work it never did.", "other": false, "userWeeks": 36, "posts": 36, "agents": [{"id": "muse", "userWeeks": 18}, {"id": "grok-bot", "userWeeks": 7}, {"id": "openclaw", "userWeeks": 6}, {"id": "dots", "userWeeks": 1}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "hermes-agent", "userWeeks": 1}, {"id": "instinct", "userWeeks": 1}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-05", "source": "X", "community": "@muse", "text": "many people are saying literally i just spent the last 10 minutes arguing with @muse because it kept saying it read my texts when it didn't [link]", "link": "https://twitter.com/2009042180346925056/status/2107187375327900111"}, {"agent": "grok-bot", "date": "2026-09-29", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@carson_cscc was taken away, brother. this guy grokbot said there is an api, but he secretly uses browser automation to simulate operations.", "link": "https://twitter.com/2104960714222022657/status/2104975556953678313"}, {"agent": "muse", "date": "2026-09-23", "source": "App Store", "community": "App Store", "text": "it asked me if i wanted to make a movie poster so i said sure. then it said i needed to rewrite the description. i didn’t write anything. the ai wrote it and is arguing with e about where the description came from. the ai is trying to gaslight me", "link": "https://apps.apple.com/ca/app/muse-from-meta/id6760173601"}]}, {"name": "Silent failures reported as success", "definition": "A tool, cron job, pipeline, delivery step or handoff fails, but the agent or its status indicators report 'ok' or success because nothing was checked; this covers green statuses and clean reports over failed underlying steps, but not cases where the agent deliberately invents the work.", "other": false, "userWeeks": 27, "posts": 27, "agents": [{"id": "hermes-agent", "userWeeks": 11}, {"id": "openclaw", "userWeeks": 9}, {"id": "grok-bot", "userWeeks": 4}, {"id": "muse", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-09-30", "source": "YouTube", "community": "OpenAI just made some MASSIVE announcements", "text": "@orin8722^ this, i have muse keeping an eye on flight info every 2 hours. i’ll go in and suddenly muse wakes up…”checking”. uh huh.", "link": "https://www.youtube.com/watch?v=cro5EDMlcTY&lc=Ugzi2j6Ra7sWBrWbfUV4AaABAg.AbNVqjOCI2xAbNwd1l0Ua7"}, {"agent": "hermes-agent", "date": "2026-09-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "the most expensive agent error is not the visible crash. it is the green \"done,\" even though nothing happened. this hermes agent reported the flight as checked in - the check-in was still missing at the counter. cost: €150. \n[link]", "link": "https://twitter.com/1482781274863542276/status/2100627170619982007"}, {"agent": "openclaw", "date": "2026-09-07", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "so close to turning the new social media bot loose and jumping off a cliff. lately, my pipeline has been failing with github publishing my blog while openclaw thinks things went fine. anyway, yet another failure to plan for.", "link": "https://twitter.com/41018745/status/2097036833876287569"}]}, {"name": "Agreeing to instructions then doing otherwise", "definition": "The agent agrees to a constraint or correction (stop, don't touch, remove this, follow these rules) and then acts against it while saying or implying it complied; this covers false compliance with instructions, but not cases where it openly refuses or reports that it could not comply.", "other": false, "userWeeks": 19, "posts": 19, "agents": [{"id": "muse", "userWeeks": 9}, {"id": "grok-bot", "userWeeks": 4}, {"id": "openclaw", "userWeeks": 3}, {"id": "dots", "userWeeks": 2}, {"id": "hermes-agent", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-04", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "chatgpt dots also has a major problem, which is that sometimes it talks and acts: \n\"say one thing, do another\", \n\"prodding a little, moving a little\" [link] [link]", "link": "https://twitter.com/2031285494081007620/status/2106751635443822641"}, {"agent": "muse", "date": "2026-09-22", "source": "Play Store", "community": "Play Store", "text": "it didn't follow instructions well. kept inserting scene i didn't want and then insisting it had removed it", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-10-15", "source": "Play Store", "community": "Play Store", "text": "the ai allows you to make videos using certain words. then if you try again it'll say it won't use those words and never has. i told it that it did make a video and it was like whoops won't happen again. then i corrected it again and told it that it's used the word previously 4 times then it was like whoops. once is accident. twice is mistake. 4 times is a choice", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 67, "posts": 69, "agents": [{"id": "dots", "userWeeks": 22}, {"id": "muse", "userWeeks": 11}, {"id": "grok-bot", "userWeeks": 10}, {"id": "hermes-agent", "userWeeks": 10}, {"id": "hark", "userWeeks": 7}, {"id": "openclaw", "userWeeks": 7}], "examples": []}]}, "act.finance": {"userWeeks": 48, "declined": 0, "modes": [{"name": "Autonomous trading or betting strategies losing money", "definition": "The agent places trades, prediction-market bets or quant-strategy orders on its own and loses the user's capital, for example through bad risk/reward, fees eating gains, overtrading or over-leveraging; this does not cover refusing to trade or getting a single instruction wrong.", "other": false, "userWeeks": 15, "posts": 19, "agents": [{"id": "grok-bot", "userWeeks": 11}, {"id": "muse", "userWeeks": 2}, {"id": "openclaw", "userWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-14", "source": "X", "community": "@bot", "text": "decided to let grok @bot control my @polymarket account via api, with no restrictions. \nit lost 10k usd on bitcoin up/down 15m.\ngg.\n#polymarket #bitcoin", "link": "https://twitter.com/906911433014648832/status/2110167169652969562"}, {"agent": "muse", "date": "2026-09-29", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "$meta muse did me dirty today. cost me some big loot. it better have learned its lesson. can't trust it to play with $$ just yet it's still a baby [link]", "link": "https://twitter.com/817486154/status/2104753939224957418"}]}, {"name": "Refusing or unable to execute trades or advise", "definition": "The agent won't or can't place trades, log into brokerages, give investment recommendations or explain how to use exchange positions, often when users expected that from how it was marketed; this does not cover trades it carried out that then lost money.", "other": false, "userWeeks": 10, "posts": 10, "agents": [{"id": "muse", "userWeeks": 5}, {"id": "grok-bot", "userWeeks": 4}, {"id": "dots", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-15", "source": "App Store", "community": "App Store", "text": "it doesn't give me stock analysis so whats the point , i won't be paying for this app for sure", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "@bot", "text": "@jimullen @leonard_bayard @bot @grok does not buy and sell anything or even give recommendations. misleading i bought thinking i could set it and forget it", "link": "https://twitter.com/79562009/status/2104284746511532444"}]}, {"name": "Inaccurate spending tracking and bookkeeping", "definition": "The agent gets transactions, holdings, accounting or spreadsheet figures wrong, or tracks them so clumsily that users have to correct it or check everything by hand and stop trusting it with their records; this does not cover gaps caused by accounts it can't connect to.", "other": false, "userWeeks": 8, "posts": 8, "agents": [{"id": "grok-bot", "userWeeks": 4}, {"id": "muse", "userWeeks": 4}], "examples": [{"agent": "grok-bot", "date": "2026-09-28", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@amandamashburn @xfreeze 🔥the reason i've been dragging my feet.\nhave to track every cent once i dive in and my intro to grok bot showed that was going to be a nightmare.", "link": "https://twitter.com/924470435185676291/status/2104703289270927585"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "@bot", "text": "@elonmusk @bot i appreciate and use grok for a great number of things. still not 50% with trusting it for finances.", "link": "https://twitter.com/1518983912512532482/status/2104019775676457287"}]}, {"name": "Missing account connections and data coverage", "definition": "The agent can't sync with banks, only covers some account types (no cards, investments, cash or wallet payments), or can't take over accounting or tax tools the user wants replaced, so the financial picture is incomplete; this does not cover mistakes made with data it does have.", "other": false, "userWeeks": 7, "posts": 7, "agents": [{"id": "grok-bot", "userWeeks": 4}, {"id": "muse", "userWeeks": 3}], "examples": [{"agent": "muse", "date": "2026-09-30", "source": "Play Store", "community": "Play Store", "text": "has troubles doing the work of an assistant. couldn't sync with banks for budgeting, would recommend terrible products for me from stores i would never shop at, never learns from our conversations. looks pretty, but needs a ton of work that i do t want to have to sacrifice my time so it can learn.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"name": "Money movements executed with wrong parameters", "definition": "When carrying out a specific transfer, payment or order, the agent gets the amount, decimal place, destination address or size wrong (e.g. a hallucinated wallet address, a misplaced decimal point, selling everything instead of half); this does not cover losses from a strategy that ran as intended.", "other": false, "userWeeks": 4, "posts": 4, "agents": [{"id": "grok-bot", "userWeeks": 3}, {"id": "muse", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "@bot", "text": "@elonmusk @bot no f’n way. “why foes my account say neg,grok?!” - “you’re correct. when you said transfer 20.00 i misplaced the period. my bad.” grok should stick with pictures and weather forecasts.", "link": "https://twitter.com/1495797222759358477/status/2104027545880424606"}]}, {"name": "Bill scheduling and payment planning errors", "definition": "The agent mixes up which bills are due, already paid or affordable, doesn't react to incoming deposits in time, or switches a bill without showing the contract term and renewal date; this does not cover tracking or categorising past spending.", "other": false, "userWeeks": 3, "posts": 3, "agents": [{"id": "muse", "userWeeks": 2}, {"id": "grok-bot", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-09-30", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "i asked both to plan what i should pay this week. grokbot - tried to make me repay bills already paid and seemingly got confused by the scheduling and amounts. honestly, it didn't seem to make much sense. i couldn't really tell what it wanted me to pay all that well.", "link": "https://twitter.com/1983668982956920832/status/2105433419991626125"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 1, "posts": 1, "agents": [{"id": "dots", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@bot grok bot is far better at trading than alternatives. really impressed so far. \nfridays trade on mnq made +8.25r (obviously short) \n$qqq \nmuse is profitable and @chatgpt dots are atrocious", "link": "https://twitter.com/1715904152256053248/status/2111487904228732989"}]}]}, "act.instructions": {"userWeeks": 747, "declined": 0, "modes": [{"name": "Request misread and wrong task performed", "definition": "The agent misunderstands what a request means and confidently does something different, such as running the wrong tests, changing the app when asked why the model is slow, or setting the wrong provider; this excludes cases where it understood the request but chose to go beyond it or skip parts of it.", "other": false, "userWeeks": 120, "posts": 123, "agents": [{"id": "muse", "userWeeks": 42}, {"id": "grok-bot", "userWeeks": 29}, {"id": "hermes-agent", "userWeeks": 19}, {"id": "openclaw", "userWeeks": 14}, {"id": "dots", "userWeeks": 11}, {"id": "gemini-spark", "userWeeks": 4}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-16", "source": "Reddit", "community": "r/hermesagent", "text": "well... i theoretically gave it a goal. but it still showed regular chat behavior.", "link": "https://www.reddit.com/r/hermesagent/comments/1x7g2df/hermes_refuses_to_go_beyond_chatbot_behavior/ph58g1i/"}, {"agent": "gemini-spark", "date": "2026-10-14", "source": "X", "community": "X search: Gemini Spark", "text": "i feel that gemini spark can no longer update files in google drive. it ends up creating new files.", "link": "https://twitter.com/7589102/status/2110495013293703252"}, {"agent": "hermes-agent", "date": "2026-10-14", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@0xbakeer @liquidai i hooked up the fp8 to my hermes agent, and gave it a simple task to open youtube no my already open browser, and find a video to watch (random test which the tools are all setup to do) and it opened vs code and typed in [link]...", "link": "https://twitter.com/1588673073489797125/status/2110350585178321066"}]}, {"name": "Explicit prohibitions and scope limits overridden", "definition": "The agent does what it was told not to do or acts beyond the requested scope without permission, such as sending emails, deleting items, reading off-limits data, pushing to protected branches, rerunning stale tasks, or growing the project; this excludes failures to stop an action that is already running.", "other": false, "userWeeks": 103, "posts": 107, "agents": [{"id": "hermes-agent", "userWeeks": 27}, {"id": "grok-bot", "userWeeks": 23}, {"id": "muse", "userWeeks": 20}, {"id": "openclaw", "userWeeks": 20}, {"id": "dots", "userWeeks": 9}, {"id": "hark", "userWeeks": 3}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@vigstar1 @hark_labs 50m and 3 attempts to change my google password stopped in the nick of time", "link": "https://twitter.com/23488482/status/2111287251628093871"}, {"agent": "hermes-agent", "date": "2026-10-15", "source": "X", "community": "@NousResearch", "text": "@nousresearch hermes ignores the worktree flag in one-shot mode.\nin chat mode it makes the worktree inside your repo, adds .worktrees/ to your .gitignore, and deletes the whole worktree when the session ends.\n(5/7)", "link": "https://twitter.com/1663634511005986819/status/2110803103868145918"}, {"agent": "hermes-agent", "date": "2026-10-14", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@hermeswatcher hermes agent will betray you and will do whatever the hell it wants even if you have focused on giving it the precise orders. it is a monumental fake.", "link": "https://twitter.com/2059166432881967104/status/2110447119639425239"}]}, {"name": "Correction acknowledged but mistake repeated", "definition": "After the user points out an error, the agent apologises, agrees, or promises to change, then makes the same mistake again or finds a workaround that keeps the behaviour the user rejected; this excludes errors the user never corrected.", "other": false, "userWeeks": 96, "posts": 99, "agents": [{"id": "grok-bot", "userWeeks": 28}, {"id": "muse", "userWeeks": 26}, {"id": "hermes-agent", "userWeeks": 19}, {"id": "openclaw", "userWeeks": 16}, {"id": "dots", "userWeeks": 5}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-13", "source": "YouTube", "community": "OpenAI меняет то, как мы пользуемся ИИ / гайд по Dots и реальные кейсы", "text": "i'm asking why you don't follow the rules. oh, sorry, i did it wrong. filling the site by hand is faster. in 2 months, 10 products. for 10 hours a day, you just chat with him and say, not like that, redo it, why are you doing this, etc.", "link": "https://www.youtube.com/watch?v=czjsp_Qz8lY&lc=UgwfCFB8PQ0Ur9cu7PR4AaABAg.Abtc4EOPFn2AbtcM7TlTbk"}, {"agent": "muse", "date": "2026-10-13", "source": "X", "community": "@muse", "text": "@dps @muse amazing, can't wait. hopefully, this upgrade will result in fewer instances of me having to explain to muse that it should have known better, as if it's a dog that took a dump on the carpet again instead of asking go outside.", "link": "https://twitter.com/18366419/status/2109912135279255761"}, {"agent": "grok-bot", "date": "2026-10-12", "source": "Reddit", "community": "r/GrokBot", "text": "yeah pretty much my exact experience this past weekend.\n> \"it's in my hard rules and i won't let it slide!\"\n> bro it was already in your hard rules. what's the point if you can just ignore them?\n> \"you're right. i need to do better\"\nand on and on", "link": "https://www.reddit.com/r/GrokBot/comments/1x3mpj0/have_the_devs_nerfed_grokbot_suddenly_extremely/pfeqcbk/"}]}, {"name": "Standing rules and preferences not applied", "definition": "The agent fails to carry out persistent rules, profile or skill instructions, or stated user preferences (such as reply language, communication style, or preferred vendors) that were set earlier or saved in configuration; this covers rules that were set but are not honoured in later sessions, and excludes losing an instruction given earlier in the same conversation.", "other": false, "userWeeks": 90, "posts": 93, "agents": [{"id": "grok-bot", "userWeeks": 29}, {"id": "hermes-agent", "userWeeks": 22}, {"id": "muse", "userWeeks": 13}, {"id": "openclaw", "userWeeks": 13}, {"id": "dots", "userWeeks": 8}, {"id": "gemini-spark", "userWeeks": 3}, {"id": "instinct", "userWeeks": 2}], "examples": [{"agent": "openclaw", "date": "2026-10-14", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "using tg group for cross-agent communication is not reliable (openclaw is too dumb to follow rules). maybe a better is to use a2a protocol in the backend but show summary in the tg group for human instead.", "link": "https://twitter.com/7204712/status/2110279751608811594"}, {"agent": "grok-bot", "date": "2026-10-11", "source": "Reddit", "community": "r/GrokBot", "text": "i agree my grokbot is like a baby… i have to keep telling it the same thing", "link": "https://www.reddit.com/r/GrokBot/comments/1x2l54z/dumber/pf6mikn/"}, {"agent": "openclaw", "date": "2026-10-06", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@mouredev i switched to hermes, openclaw was very chaotic, and i got tired of having to repeat things to it all the time even though it had them in memory.", "link": "https://twitter.com/804726082494758912/status/2107534211250843909"}]}, {"name": "Requested action refused or deflected to user", "definition": "The agent declines a legitimate request, lectures or moralises instead of complying, stops at describing the problem without acting, or hands the work back to the user (for example 'do it yourself') even though it has the means to do it; this excludes requests it tries to do and gets wrong.", "other": false, "userWeeks": 82, "posts": 85, "agents": [{"id": "grok-bot", "userWeeks": 25}, {"id": "hermes-agent", "userWeeks": 17}, {"id": "muse", "userWeeks": 14}, {"id": "openclaw", "userWeeks": 14}, {"id": "gemini-spark", "userWeeks": 6}, {"id": "dots", "userWeeks": 4}, {"id": "hark", "userWeeks": 2}], "examples": [{"agent": "hark", "date": "2026-10-13", "source": "X", "community": "@hark_labs", "text": "@hark_labs @davidpawlan hark refused to execute my instructions !! is that normal ?", "link": "https://twitter.com/1473931808152637443/status/2110051000363155583"}, {"agent": "dots", "date": "2026-10-11", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "it is quite unfortunate that chatgpt dots use astra.\nit is a wonderful model but it just can't follow through. it is often caught just saying \"yes you are right\" without just go ahead to do the thing.\nthat is the whole point of the coordinator agent!", "link": "https://twitter.com/2821275879/status/2109183537446347082"}]}, {"name": "Parts of instructions silently skipped", "definition": "The agent carries out only some of the requested items, rules, or batch tasks (for example dropping some rules from a long list, trimming delegated tasks, or leaving out agreed components or commits) while reporting or implying the work is complete; this excludes openly refusing and doing an entirely different task.", "other": false, "userWeeks": 57, "posts": 57, "agents": [{"id": "muse", "userWeeks": 18}, {"id": "grok-bot", "userWeeks": 16}, {"id": "openclaw", "userWeeks": 13}, {"id": "hermes-agent", "userWeeks": 6}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-12", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "i can no longer recommend grok bot to people... it passes by the things i want it to do... if it's just a bug, that's fine, but (´･ω･`)", "link": "https://twitter.com/1021567281451560960/status/2109537222852825251"}, {"agent": "hermes-agent", "date": "2026-10-09", "source": "X", "community": "@NousResearch", "text": "@nousresearch @microsoft did you guys change something? my main agent needs me to copy and paste paragraphs to perform lately like i’m building a nuclear submarine or some shit?", "link": "https://twitter.com/248973133/status/2108378193098867179"}, {"agent": "muse", "date": "2026-10-04", "source": "App Store", "community": "App Store", "text": "things i’m asking it to do it’s not filling them. maybe expecting too much from it", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}, {"name": "Earlier instructions lost within a session", "definition": "During one conversation or multi-step task the agent loses track of what was just asked, drops the original plan, mixes up parallel requests, or forgets the first job once a second one arrives; this excludes rules stored across sessions and wrong readings of a single request.", "other": false, "userWeeks": 29, "posts": 31, "agents": [{"id": "hermes-agent", "userWeeks": 10}, {"id": "grok-bot", "userWeeks": 8}, {"id": "dots", "userWeeks": 5}, {"id": "openclaw", "userWeeks": 4}, {"id": "hark", "userWeeks": 1}, {"id": "muse", "userWeeks": 1}], "examples": []}, {"name": "Stop and halt commands ignored", "definition": "The agent keeps running, looping, or posting after the user tells it to pause, stop, or end a goal, including endless tool-call or message loops that persist despite direct instructions; this excludes starting a forbidden action in the first place.", "other": false, "userWeeks": 22, "posts": 22, "agents": [{"id": "hermes-agent", "userWeeks": 10}, {"id": "openclaw", "userWeeks": 5}, {"id": "grok-bot", "userWeeks": 4}, {"id": "muse", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-09-29", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "running /goal in hermes via hermes desktop and i can't stop it. it's like a runaway train. pause doesn't work, i also tried clearing the goal or asking it to find an elegant stopping point asap. i'm getting annoyed [link]", "link": "https://twitter.com/2893823944/status/2105014791140229298"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 161, "posts": 167, "agents": [{"id": "hermes-agent", "userWeeks": 50}, {"id": "openclaw", "userWeeks": 36}, {"id": "dots", "userWeeks": 30}, {"id": "grok-bot", "userWeeks": 21}, {"id": "muse", "userWeeks": 16}, {"id": "gemini-spark", "userWeeks": 4}, {"id": "hark", "userWeeks": 4}], "examples": [{"agent": "hark", "date": "2026-10-10", "source": "X", "community": "@hark_labs", "text": "@squidllee @hark_labs @adcock_brett @pbauren9 the first video it gives is always bad, i have to explain in details what i want.\njust open the audio &amp; talk away to it ex", "link": "https://twitter.com/1289980460244713473/status/2109067953136181304"}]}]}, "act.outreach": {"userWeeks": 86, "declined": 0, "modes": [{"name": "Agent cannot or will not place calls", "definition": "The agent says it has no way to phone, text or message anyone, tells the user to make the call, or gives conflicting or unclear answers about whether calling exists or how to turn it on; this includes access stuck behind feedback forms, waitlists or paid plans, but not cases where calling works and is only limited to certain numbers.", "other": false, "userWeeks": 46, "posts": 49, "agents": [{"id": "muse", "userWeeks": 28}, {"id": "grok-bot", "userWeeks": 8}, {"id": "dots", "userWeeks": 5}, {"id": "hark", "userWeeks": 2}, {"id": "openclaw", "userWeeks": 2}, {"id": "hermes-agent", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-14", "source": "X", "community": "@hark_labs", "text": "@hark_labs still can't use the agent to send messages to my teammates.", "link": "https://twitter.com/1571938295625531394/status/2110353096371057068"}, {"agent": "muse", "date": "2026-09-30", "source": "X", "community": "@muse", "text": "i gave @muse a prospect list and asked it to call potential customers to pitch my product, but it said it couldn’t make calls.\n@alexandr_wang, if muse can do that, itwould be a huge win for meta.\n@meta @finkd", "link": "https://twitter.com/2022155223238864896/status/2105374826823287011"}, {"agent": "muse", "date": "2026-09-19", "source": "X", "community": "@muse", "text": "@mattprd @muse \"i can't place the call myself — i have no way to dial out from here, and phone calls aren't something i can do through your iphone either.\"", "link": "https://twitter.com/367992751/status/2101457123360268701"}]}, {"name": "Automated mass outreach flagged as spam", "definition": "Scaled cold emails, DMs or social posts and replies that come out low-quality or obviously AI-written, get poor replies, trigger spam flags, action blocks or account suspensions, or damage the user's account; this excludes one-off contacts with a specific business.", "other": false, "userWeeks": 9, "posts": 9, "agents": [{"id": "grok-bot", "userWeeks": 4}, {"id": "hermes-agent", "userWeeks": 2}, {"id": "openclaw", "userWeeks": 2}, {"id": "muse", "userWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-09-30", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@bertranddiouly pretty efficient. i tried automated cold email by using openclaw last year, with three touches per lead. the actual reply rate was pretty painful lol.", "link": "https://twitter.com/124955210/status/2105291815708672178"}, {"agent": "openclaw", "date": "2026-09-16", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "biggest unlock from muse is meta gtm automation via instagram - can now automate scaled outreach and gtm for my product audiences, a capability i struggled on with my own openclaw harness. \nmeta's data and distribution flywheel\nis insane and dangerous.", "link": "https://twitter.com/98056079/status/2100191158484025411"}]}, {"name": "Poor conduct in live third-party conversations", "definition": "During a call or support chat the agent misunderstands, repeats questions, annoys staff until they hang up, garbles messages, or negotiates against the user (for example offering more than the asking price); this excludes calls that never connect or that are blocked by identity checks.", "other": false, "userWeeks": 8, "posts": 8, "agents": [{"id": "muse", "userWeeks": 7}, {"id": "grok-bot", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-16", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "i let meta muse talk to customer service bots. it didn’t go well [link]", "link": "https://twitter.com/819800/status/2111179507273003503"}, {"agent": "grok-bot", "date": "2026-10-02", "source": "Reddit", "community": "r/GrokBot", "text": "i told my grok bot to negotiate pricing on some stuff on facebook and it started offering over asking on a few products . there was another example but i forgot where it totally fumbled \ni'm done with this garbage. \nhermes or paperclip on claude. i'm paying for intelligence not stupidity", "link": "https://www.reddit.com/r/GrokBot/comments/1wu2ax2/increase_usage_limits/pdbfao1/"}, {"agent": "muse", "date": "2026-09-09", "source": "X", "community": "@muse", "text": "@wailord @muse @bigt_sheesh @christinesed my current piece of feedback is i wasnt able to log into accounts that needed a passkey the browser muse uses timed out multiple times, i also noticed muse kept saying its messages were getting garbled when trying to talk to a support chat on my behalf, i gotta keep using it more", "link": "https://twitter.com/1345406875068747777/status/2097835723391111651"}]}, {"name": "Calling limited to business numbers only", "definition": "Outreach works only for listed business numbers, so the agent refuses to call cell phones, friends, family, sales prospects or the user; this excludes cases where there is no calling feature at all.", "other": false, "userWeeks": 7, "posts": 7, "agents": [{"id": "muse", "userWeeks": 7}], "examples": [{"agent": "muse", "date": "2026-10-07", "source": "X", "community": "@muse", "text": "@petergyang @muse how can one get that? i need to cancel a lot of shit and my @muse keeps telling me to call them myself which defeats the purpose of it", "link": "https://twitter.com/1176051260/status/2107729633387102603"}, {"agent": "muse", "date": "2026-09-18", "source": "X", "community": "@muse", "text": "@wisemancap @muse @xfinity i run real estate business too and tried to hook up to receive my business calls, but tells me cannot make or receive calls - throw some ideas to fix this", "link": "https://twitter.com/2036913013471797250/status/2100978168874381465"}]}, {"name": "Blocked by identity verification or anti-bot gates", "definition": "The other side will not deal with the agent because it needs the account holder to verify identity, give permission, or be a human, and the agent has no way to hand off to the user and then take back over; this excludes the agent simply failing to talk well.", "other": false, "userWeeks": 5, "posts": 5, "agents": [{"id": "muse", "userWeeks": 3}, {"id": "grok-bot", "userWeeks": 1}, {"id": "hark", "userWeeks": 1}], "examples": []}, {"name": "Messages or calls fail to send correctly", "definition": "Technical delivery failures such as texts that stop sending after an update, links that can't be forwarded by text, numbers dialled without the country code, or duplicate sends; this excludes refusals based on missing capability.", "other": false, "userWeeks": 4, "posts": 4, "agents": [{"id": "muse", "userWeeks": 3}, {"id": "grok-bot", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-09-30", "source": "Play Store", "community": "Play Store", "text": "the sept 29 update broke texting. my assistant can no longer send text messages — every send fails, though it worked fine the day before the update. reading texts still works, and sending manually from messages works, so it's the app, not my phone. restarting and force-stopping change nothing. texting is the whole reason i use this app. one star until it's fixed.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"name": "No follow-through or tracking after contact", "definition": "After reaching out, the agent forgets who it contacted or why, doesn't finish the rest of the request, doesn't watch for replies or report back, and can't handle the return calls its outreach set off; this excludes problems that happen during the first contact itself.", "other": false, "userWeeks": 4, "posts": 4, "agents": [{"id": "muse", "userWeeks": 3}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-09-21", "source": "X", "community": "@muse", "text": "@muse find me a room for rent in sf starting october 1sr, message the landlords and then ping me when they reply.\nngl i was disappointment when it didn’t work", "link": "https://twitter.com/1934316776227237888/status/2101887912216346728"}, {"agent": "muse", "date": "2026-10-01", "source": "X", "community": "@muse", "text": "@muse outreach can be a little fuzzy. it not remembering if it contacted someone or why without really reminding it", "link": "https://twitter.com/1588679080702099457/status/2105586044376695155"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 5, "posts": 5, "agents": [{"id": "dots", "userWeeks": 3}, {"id": "grok-bot", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": []}]}, "act.research": {"userWeeks": 112, "declined": 0, "modes": [{"name": "Cannot reach or fully read sources", "definition": "The agent can't run web search at all, can't browse, can't get into login-gated or platform content (YouTube transcripts, Instagram, Telegram, Marketplace), or reads only part of the data (e.g. 25 of 500 songs, 4 comments); content it retrieves but handles badly is out.", "other": false, "userWeeks": 19, "posts": 19, "agents": [{"id": "muse", "userWeeks": 7}, {"id": "hermes-agent", "userWeeks": 4}, {"id": "gemini-spark", "userWeeks": 3}, {"id": "grok-bot", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}, {"id": "instinct", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-07", "source": "X", "community": "@muse", "text": "elo @muse u know its stupid i had to sign into an ig in browser to then use audio scraping and iding it via shazam and then finding songs, when theres litearlly metadata in a post that you can access with [link] \ncc @alexandr_wang [link]", "link": "https://twitter.com/160214532/status/2107916647051014243"}, {"agent": "dots", "date": "2026-09-30", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "so this is interesting, was doing some ad campaign research and asked openai's dot to help me research competitor ads on facebook ad library and it couldn't - asked muse and it got right after it, emailed me a zip file of all the content", "link": "https://twitter.com/54418202/status/2105345655455547604"}, {"agent": "hermes-agent", "date": "2026-09-25", "source": "Reddit", "community": "r/hermesagent", "text": "i want my hermes to search in telegram channels after it join it cuz i need some files i cant find it anywhere else (**its not movies or anything illegal** !)\ni linked it with my second account to do this but its too bad and slow\nanyone do the same?\nthx guys for help 💚", "link": "https://www.reddit.com/r/hermesagent/comments/1wq10h9/search_in_telegram/"}]}, {"name": "Gives up on findable items too early", "definition": "The agent says something doesn't exist, can't be found, or must be searched manually (tickets, listings, quotes, known issues, smaller vendors) when a quick human search finds it; cases where the search tool is down or blocked from a source are out.", "other": false, "userWeeks": 14, "posts": 15, "agents": [{"id": "muse", "userWeeks": 6}, {"id": "grok-bot", "userWeeks": 4}, {"id": "openclaw", "userWeeks": 2}, {"id": "hermes-agent", "userWeeks": 1}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-10", "source": "App Store", "community": "App Store", "text": "muse is fine. it works really hard but can’t seem to complete the tasks i want like finding a specific item online. i find just going to google and searching for things myself gets better results", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "openclaw", "date": "2026-09-26", "source": "X", "community": "@openclaw", "text": "dang man the @meta @muse agent did what @openclaw could not. found me a car insurance policy against a bunch of companies and saved me over $500! fuck outta here! @progressive", "link": "https://twitter.com/213790840/status/2103851321778675756"}, {"agent": "muse", "date": "2026-09-20", "source": "Play Store", "community": "Play Store", "text": "i asked some questions that google ai assistant found but not muse. muse said they look at big companies and missed the smaller ones", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"name": "Shallow, generic research passed off as thorough", "definition": "The agent delivers thin, bland, cookie-cutter or incoherent findings for research or deep-research requests, often without saying they are incomplete; results that are factually wrong or don't match the request are out.", "other": false, "userWeeks": 14, "posts": 14, "agents": [{"id": "muse", "userWeeks": 7}, {"id": "grok-bot", "userWeeks": 6}, {"id": "hermes-agent", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-08", "source": "X", "community": "@muse", "text": "i asked @muse to create an interest profile based on my social media footprint and it came up with some cookie cutter response without proposing anything interesting you could do with said footprint", "link": "https://twitter.com/1432160424951226370/status/2108166343736627711"}, {"agent": "muse", "date": "2026-09-14", "source": "Play Store", "community": "Play Store", "text": "as useless as the other agentic ai as far as genealogy goes, but might be useful for more basic tasks? lmao", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "grok-bot", "date": "2026-09-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "is everyone using grokbot?\ni've been trying it out, but i can't think of a good use for it. i tried having it research local llm trends on x, but it didn't come up with any coherent results.\nit might be significantly improved in grok 4.7, though.", "link": "https://twitter.com/2040802519484395520/status/2096516137936904335"}]}, {"name": "Results that are inaccurate or ignore criteria", "definition": "Returned results are wrong, made up, scams, links to the wrong company, outside the user's filters, or worse deals than easy alternatives; results that are just old or just shallow are out.", "other": false, "userWeeks": 13, "posts": 13, "agents": [{"id": "muse", "userWeeks": 7}, {"id": "grok-bot", "userWeeks": 4}, {"id": "hermes-agent", "userWeeks": 1}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-07", "source": "Reddit", "community": "r/MetaAI", "text": "meta muse does not show correct job links when i ask it to apply for jobs?\nit returns weird company names when i ask it to search for jobs like \"botpress\" or \"scriptrunner\", one job shows \"apple\" but is a different company's posting when i click the link. \nalso it just doesn't return the same job postings when i do a linkedin search with the same parameters.\ndoes anyone know how to solve this?", "link": "https://www.reddit.com/r/MetaAI/comments/1x0blsm/meta_muse_does_not_show_correct_job_links_when_i/"}, {"agent": "grok-bot", "date": "2026-09-30", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@leerob @bot i gave a task to grok bot and claude coworker to go on web and find any listing website for a specific budget and area , grok bot gave me a couple of links but coworker found around 50diffrent listings and gave me pdf and excel files , i think web search should be better", "link": "https://twitter.com/1779259542921969664/status/2105224617656721652"}, {"agent": "hermes-agent", "date": "2026-10-18", "source": "X", "community": "@NousResearch", "text": "@nousresearch why is it that hermes with glm 5.3 running cannot even do simple google queries and confuses ‘dental clinic’ with ‘financial company’? is there a hidden switch somewhere to enable logic that i missed?", "link": "https://twitter.com/946325443/status/2111896139041485096"}]}, {"name": "Gathered content left unsummarised or hard to read", "definition": "The agent collects feeds, papers or pages but stops before refining them, or gives choppy, cluttered, hard-to-scan summaries; failures to gather the content in the first place are out.", "other": false, "userWeeks": 7, "posts": 7, "agents": [{"id": "grok-bot", "userWeeks": 3}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "hermes-agent", "userWeeks": 2}], "examples": [{"agent": "hermes-agent", "date": "2026-09-29", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "it seems that llm-jp-4.1 and tool call are working, but with hermes agent, it just ends with read skill, so it doesn't refine the information...", "link": "https://twitter.com/575833118/status/2104762733724045788"}, {"agent": "gemini-spark", "date": "2026-09-26", "source": "X", "community": "X search: Gemini Spark", "text": "i had gemini spark collect paper information, but searching for the important papers was quite a hassle, so i decided to use claude to handle everything from paper search to collection in one go. also, i tend to skip notifications unless they are in email...", "link": "https://twitter.com/410046434/status/2103816742460141865"}, {"agent": "grok-bot", "date": "2026-09-20", "source": "X", "community": "@bot", "text": "@mattyp @notion @bot grok's mostly just a glorified bookmark summarizer, a click button for notion isn't gonna fix that.", "link": "https://twitter.com/160315667/status/2101493922157477934"}]}, {"name": "Monitoring and scheduled reports not timely", "definition": "Price, stock, news or job watches only poll occasionally instead of live, don't alert when data is released, fail to refresh, or lose scheduled results; one-off searches are out.", "other": false, "userWeeks": 7, "posts": 8, "agents": [{"id": "muse", "userWeeks": 3}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "grok-bot", "userWeeks": 2}], "examples": [{"agent": "gemini-spark", "date": "2026-09-09", "source": "X", "community": "X search: Gemini Spark", "text": "@alexandr_wang gemini spark failed me for simple job search every monday. i might just try muse.", "link": "https://twitter.com/1356334702085419016/status/2097757108758311314"}, {"agent": "grok-bot", "date": "2026-09-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@9mmsmg i thought it might be able to perform some simple stock market “monitoring and alerts”; but failed miserably (compared to purpose-built ai products). grok bot - currently - is just a gimmick (that’s gleaning more data for x from the npcs foolishly feeding it)", "link": "https://twitter.com/1477321480421752838/status/2096710586054967359"}, {"agent": "muse", "date": "2026-10-02", "source": "Play Store", "community": "Play Store", "text": "stock research could be better. it is better than chat gpt though. we should be able to pull real time data and muse should be able to ping us immediately once data is released", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"name": "Slow, costly research loops with no outcome", "definition": "Searches or comparisons take much longer than alternatives or burn lots of tokens or usage without reaching a usable answer; fast answers that are simply wrong are out.", "other": false, "userWeeks": 7, "posts": 7, "agents": [{"id": "grok-bot", "userWeeks": 4}, {"id": "hermes-agent", "userWeeks": 2}, {"id": "muse", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "me before grok @bot: 45 minutes scrolling x to understand what's happening.\nme after grok: asking one question, checking the context, and still scrolling for another 45 minutes.\nprogress is progress. 💀", "link": "https://twitter.com/1479459034382094340/status/2108507239459799108"}, {"agent": "muse", "date": "2026-10-12", "source": "X", "community": "@muse", "text": "i gave @muse relatively simple task to research plumbing fixtures vendors and use jev to classify relabilty and service. muse was running for 1h+ and stopped working at all.", "link": "https://twitter.com/330547999/status/2109451828362715449"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "@bot", "text": "i have been trying @bot to plan vacations, in some attempts when i let it make comparisons between different ways of getting around/accommodating, it spends a lot of tokens and many times we don't get anywhere.", "link": "https://twitter.com/1984901/status/2104086618185617651"}]}, {"name": "Stale or outdated information presented as current", "definition": "The agent returns old news, finished live events, dead listings or out-of-date articles when the user asked for recent or live information; results that are current but wrong or irrelevant are out.", "other": false, "userWeeks": 6, "posts": 6, "agents": [{"id": "muse", "userWeeks": 3}, {"id": "dots", "userWeeks": 1}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "grok-bot", "userWeeks": 1}], "examples": [{"agent": "gemini-spark", "date": "2026-10-08", "source": "X", "community": "X search: Gemini Spark", "text": "gemini spark picks up old news and is hard to read, so i was wondering what to do, but just when i was thinking that, grok bot became able to read posts on x, so now i can read the latest ai-related news! [link]", "link": "https://twitter.com/1678329969905385475/status/2108134225274913175"}, {"agent": "muse", "date": "2026-09-24", "source": "App Store", "community": "App Store", "text": "you are better off with claude or chatgpt mobile. i asked for research from this week and it returned a bunch of articles from april. it can’t even do the basic tasks it claims to", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-09-10", "source": "X", "community": "@muse", "text": "@muse @alexandr_wang getting stale data on live events e.g., gauff vs andreeva match is already done, and zverev match is in-progress [link]", "link": "https://twitter.com/1248348739518906368/status/2097872248397066359"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 25, "posts": 25, "agents": [{"id": "muse", "userWeeks": 6}, {"id": "grok-bot", "userWeeks": 5}, {"id": "hermes-agent", "userWeeks": 5}, {"id": "gemini-spark", "userWeeks": 4}, {"id": "dots", "userWeeks": 2}, {"id": "openclaw", "userWeeks": 2}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "gemini-spark", "date": "2026-10-03", "source": "X", "community": "X search: Gemini Spark", "text": "@mikepat711 i agree. i've been using it since day one as well\nalso i've found grok bot to be unbeatable in terms of search capability and getting exactly what i need filtered out\nnone of the others have come even close to it - gemini spark, muse and claude. \nhaven't tried the dot bots yet", "link": "https://twitter.com/1013749216387256322/status/2106462222977532410"}]}]}, "act.reservations": {"userWeeks": 63, "declined": 0, "modes": [{"name": "Booking abandoned and handed back to user", "definition": "The agent accepts or advertises a booking task but never completes it, for example by stalling, saying its tools are down, or ending with 'here's the number, call yourself'; this does not cover cases where a named third party explicitly blocked it.", "other": false, "userWeeks": 16, "posts": 16, "agents": [{"id": "muse", "userWeeks": 7}, {"id": "hark", "userWeeks": 4}, {"id": "grok-bot", "userWeeks": 3}, {"id": "dots", "userWeeks": 1}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-11", "source": "X", "community": "@hark_labs", "text": "for some reason @hark_labs cant book tickets on the china eastern airlines.", "link": "https://twitter.com/2067060510592208896/status/2109320728264782091"}, {"agent": "hark", "date": "2026-10-08", "source": "X", "community": "@hark_labs", "text": "tried to book an airport parking with @hark_labs - a total failure. [link]", "link": "https://twitter.com/3345012046/status/2108277477193793672"}, {"agent": "hark", "date": "2026-10-06", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "text": "@adcock_brett i had hark pro buy tickets for cinepolis and it failed miserably. :(\nstill, i will keep trying to see what interesting features i can get out of it.", "link": "https://twitter.com/6414712/status/2107571776863768700"}]}, {"name": "Overpriced or unsuitable options chosen", "definition": "The agent finds or books options that are clearly worse than what the user could easily get, such as higher fares than the same booking elsewhere, a longer itinerary, poor-quality or far-away hotels, a delivery-only kitchen instead of a dine-in restaurant, or stale and nonexistent flights; this does not cover cases where the agent booked what it meant to but with the wrong details.", "other": false, "userWeeks": 13, "posts": 14, "agents": [{"id": "muse", "userWeeks": 7}, {"id": "grok-bot", "userWeeks": 4}, {"id": "dots", "userWeeks": 1}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-06", "source": "X", "community": "@muse", "text": "every llm personal assistant demo is about booking flights. still somehow these tools are horrible in doing that. tried @geminiapp @chatgpt @muse. back to searching manually on aggregators and directly on airline websites.", "link": "https://twitter.com/91360644/status/2107525975458320502"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "i put grokbot, cue and dots to hunt some hotels for vacation, all of them did soo poorly, i would rather go to airbnb and do it myself lol", "link": "https://twitter.com/882451117082255360/status/2106247628728283616"}, {"agent": "muse", "date": "2026-09-23", "source": "Play Store", "community": "Play Store", "text": "i just installed and tried looking at the hype... i asked it to book a flight and it is terrible at finding at cheap prices. not worth space in my phone.. and it is facebook behind the scenes.. which just means it has keys to your kingdom and we all know what it does...", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"name": "Booking slower than doing it manually", "definition": "The agent does eventually make progress, but it takes so long (minutes to hours) and needs so much supervision that doing it yourself would have been faster; this does not cover tasks that end in outright failure without any time cost being mentioned.", "other": false, "userWeeks": 8, "posts": 8, "agents": [{"id": "dots", "userWeeks": 3}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "grok-bot", "userWeeks": 1}, {"id": "hark", "userWeeks": 1}, {"id": "muse", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-13", "source": "X", "community": "@hark_labs", "text": "tried to get semma in nyc with @hark_labs, i think it’s too slow though. has anyone else had success using hark, muse or any other personal ai assistant to book highly sought-out restaurants? [link]", "link": "https://twitter.com/1245796518138961920/status/2110120912091767031"}, {"agent": "grok-bot", "date": "2026-09-06", "source": "X", "community": "@bot", "text": "@jesseschoberg @bot \"model is a bit weak\"\nhave you found a better model for generic agentic flows?\nand yeah agreed on all other points. but it took an hr. and a half and failed to book a flight on united.", "link": "https://twitter.com/117306539/status/2096418945322348637"}, {"agent": "openclaw", "date": "2026-09-30", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "trying out chatgpt dots.\nit was able to do something my openclaw struggled with:\n“here’s a doctor’s order for a medical test. please schedule the test for me.”\nsome parts still feel a bit rough, but i was impressed with my dot’s ability to use its own computer! that was a pain to set up and maintain with openclaw.", "link": "https://twitter.com/5912132/status/2105409163660497065"}]}, {"name": "Booking site or venue blocks the agent", "definition": "The agent's attempt to search, book or confirm is refused by the third-party channel it picked, such as an airline or review site blocking automated access or a restaurant hanging up on an AI call; this does not cover failures where the agent got access but still could not finish.", "other": false, "userWeeks": 7, "posts": 7, "agents": [{"id": "muse", "userWeeks": 4}, {"id": "dots", "userWeeks": 3}], "examples": [{"agent": "muse", "date": "2026-10-01", "source": "X", "community": "@muse", "text": "using @muse for sometime now. i don’t have too many use cases personally but it’s failing to do restaurant reservation for last few days but it’s failing every-time.\nr automated browser limitations for bots? \n@alexandr_wang [link]", "link": "https://twitter.com/2055672088296378368/status/2105679575350968511"}, {"agent": "muse", "date": "2026-09-26", "source": "App Store", "community": "App Store", "text": "i asked it to search for flights for me. the access was blocked and never returned the results.", "link": "https://apps.apple.com/ca/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-10-02", "source": "X", "community": "@muse", "text": "maybe the world is not ready for an agentic future after all ( @muse fails)\ntried booking a restaurant - blocked \ntried buying something from amazon - blocked\nasked to find the best cpa near me - blocked by yelp and reddit \nwasted more time :(", "link": "https://twitter.com/1835451454011949056/status/2105820595963531657"}]}, {"name": "Booking made with wrong details", "definition": "The agent completes a reservation or form but puts in wrong information, such as the wrong time, wrong room type or wrong personal data, and the user then has to deal with the consequences; this does not cover poor option choice when the details entered were correct.", "other": false, "userWeeks": 5, "posts": 5, "agents": [{"id": "muse", "userWeeks": 3}, {"id": "grok-bot", "userWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-10-02", "source": "App Store", "community": "App Store", "text": "i used it to do a resturant reservation for my birthday but it did it at the wrong time. now its fully booked and basically ruined my birthday yep", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}, {"name": "Payment and approval steps block autonomy", "definition": "The agent cannot finish bookings on its own because it has no workable way to link a card, needs card entry for a deposit, or asks for manual approval at every step, so the end-to-end promise is defeated; this does not cover site blocking or wrong bookings.", "other": false, "userWeeks": 5, "posts": 5, "agents": [{"id": "dots", "userWeeks": 2}, {"id": "muse", "userWeeks": 2}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-08-31", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@ericzakariasson @bot can the bots reliably book and modify dinner reservations on @resy ? i ran into issues with this on my openclaw, especially when a credit card is required to book.", "link": "https://twitter.com/314641525/status/2094523540527542767"}, {"agent": "dots", "date": "2026-10-01", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@openai dots can't conveniently book flights no good credit card linking mechanism smh muse works so much better for this this is like the killer app cmon guys", "link": "https://twitter.com/2103896710619836416/status/2105480531660231057"}, {"agent": "muse", "date": "2026-10-04", "source": "Play Store", "community": "Play Store", "text": "useless. i used the app for two weeks, and it couldn't do anything i asked it to. let's start with the most basic of requests - make me a restaurant reservation on opentable. nope. every. single. time. it required my own manual approval, which completely defeats the purpose of the app. uninstalled.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"name": "Charges or bookings not followed through", "definition": "After money moves or a booking exists, the agent leaves it unresolved, for example a charge with no ticket or confirmation, a fare driven up, refunds left open, or an existing booking it cannot confirm, modify, cancel or reroute; this does not cover failures that happen before any booking or charge.", "other": false, "userWeeks": 4, "posts": 4, "agents": [{"id": "grok-bot", "userWeeks": 2}, {"id": "muse", "userWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-10-10", "source": "X", "community": "@muse", "text": "@muse i let muse book family flights. $2,138.40 posted. we got no tickets or confirmation. i spent the day chasing answers, then it told us to dispute it with chase.\ni’m furious. take ownership, refund us if no tickets were issued, and fix this before it happens again. [link]", "link": "https://twitter.com/1834081943740448769/status/2108767916313497966"}, {"agent": "grok-bot", "date": "2026-10-02", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@davis7 tried both grok bot and dot. yeah, grok bot is better as a product, but it is really dumb versus astra\ni'm dealing with flight cancellation and rerouting right so i thrown this task into both of them, the difference is really huge", "link": "https://twitter.com/26215090/status/2105990683844649470"}, {"agent": "grok-bot", "date": "2026-10-02", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "xai / grok bot wasted hours of my time on a simple aa flight book, drove the fare up, then still couldn’t finish. i’m canceling. i want my ~$1000 refund confirmed and x credits beyond that. emailed [email] repeatedly. filed arkansas ag, bbb, and ftc #[phone]. @xai @grok fix this.", "link": "https://twitter.com/208078177/status/2105839428136739213"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 5, "posts": 5, "agents": [{"id": "muse", "userWeeks": 3}, {"id": "dots", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-13", "source": "YouTube", "community": "Meta's New Muse Wonder Is Huge!", "text": "muse booked a hotel room, that i was charged for, without my permission 😮", "link": "https://www.youtube.com/watch?v=iXjh7VSSLDE&lc=UgykfRv0ksqMcyB1sJV4AaABAg"}]}]}, "act.shopping": {"userWeeks": 158, "declined": 0, "modes": [{"name": "Checkout or payment fails to complete", "definition": "The agent finds the item and fills a cart but cannot finish the purchase, because the payment is declined, a virtual card breaks, the checkout throws errors, it refuses to buy, or it offers no fallback such as letting the user enter their own card; site-level blocking before checkout is out.", "other": false, "userWeeks": 51, "posts": 56, "agents": [{"id": "hark", "userWeeks": 44}, {"id": "muse", "userWeeks": 3}, {"id": "dots", "userWeeks": 1}, {"id": "grok-bot", "userWeeks": 1}, {"id": "hermes-agent", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-18", "source": "X", "community": "@hark_labs", "text": "@hark_labs the checkout timed out after multiple tries. could i just get a pizza. i've been on this app for an hour trying to get it working friday", "link": "https://twitter.com/15886870/status/2111845403381370949"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs not working: “bad luck, doordash declined the $30 gift card, so i didn't place the order and nothing was charged. the card's still yours. want me to hold the cart and retry the card in a few minutes, or pay the $33.00 yourself?”", "link": "https://twitter.com/1644184117934800896/status/2111354533213524420"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs yo my shit didnt work &lt;/3 and ive been trying for 40 fucking minutes, sold my soul for a $30 dollar gift card that didnt work", "link": "https://twitter.com/1536159937700802561/status/2111353415314083914"}]}, {"name": "Retailer sites block the agent", "definition": "The agent cannot get into or finish work on a shopping site because of bot blocks, captchas, repeated human checks, no access from its cloud browser, or account bans for automated use; this covers access being refused, not a purchase that was reached and then failed.", "other": false, "userWeeks": 19, "posts": 19, "agents": [{"id": "muse", "userWeeks": 11}, {"id": "grok-bot", "userWeeks": 4}, {"id": "dots", "userWeeks": 2}, {"id": "hark", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-09-21", "source": "Play Store", "community": "Play Store", "text": "doesn't work. had it shop marketplace and it could only load one picture and all other listed wouldn't load", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"name": "Ordering is slow and needs many turns", "definition": "Simple orders take far longer or need many more back-and-forth turns than doing them by hand (for example 45 minutes for a grocery order or 12 messages to buy a remote), even when they eventually succeed; total failures caused by blocking are out.", "other": false, "userWeeks": 18, "posts": 20, "agents": [{"id": "hark", "userWeeks": 11}, {"id": "muse", "userWeeks": 5}, {"id": "dots", "userWeeks": 1}, {"id": "grok-bot", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs bad luck. never worked so hard to order a pizza. [link]", "link": "https://twitter.com/10562572/status/2111311055502856290"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs the amount of fighting i’m having to do to get this pizza is insane", "link": "https://twitter.com/2075314478913064960/status/2111271958432092386"}, {"agent": "hark", "date": "2026-10-16", "source": "X", "community": "@hark_labs", "text": "@hark_labs nah it was stuck waiting in line on the site until the free coupon expired and then charged me 32 for a is pie", "link": "https://twitter.com/1497008189849571338/status/2111244805749490152"}]}, {"name": "Acts on wrong details without confirming", "definition": "The agent carries out a buying or selling step with wrong or unapproved details, such as a made-up shipping address, accepting a lowball offer, sharing a home address, ruining listings or saying a task is done when it is not; payment failures and bad product choices are out.", "other": false, "userWeeks": 17, "posts": 17, "agents": [{"id": "hark", "userWeeks": 10}, {"id": "muse", "userWeeks": 6}, {"id": "grok-bot", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@rickymay @sebastiangallic @hark_labs mine charged for me for it and then the pizzas to @hark_labs building lol", "link": "https://twitter.com/2099620831379001344/status/2111308723050168360"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@rickymay @hark_labs mine order 2 pizzas from the wrong place", "link": "https://twitter.com/1886408886728704000/status/2111295273985286255"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "text": "@adcock_brett order went through but charged my personal card instead of discount coupon. reached out to [email]. disappointed.", "link": "https://twitter.com/1592921333385482240/status/2111246664195531084"}]}, {"name": "Product picks ignore user needs and taste", "definition": "The agent chooses or recommends items that do not match what the user asked for or likes, such as the wrong gender, odd or unwanted products, poor brands, bad snack picks, or wrong quantities; this is about the fit of the choice, not its price.", "other": false, "userWeeks": 12, "posts": 12, "agents": [{"id": "muse", "userWeeks": 6}, {"id": "grok-bot", "userWeeks": 5}, {"id": "hermes-agent", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-17", "source": "X", "community": "@muse", "text": "i wonder if @muse is overindexing on affiliate reviews or something because the sheets and the mattress it picked out for me are absolutely horrible", "link": "https://twitter.com/27169884/status/2111510563801186716"}, {"agent": "grok-bot", "date": "2026-10-02", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@keytryer yeah they seem weirdly bad at like asking them for stuff to buy in general. i tried asking grokbot to like optimize my diet and just pick stuff around me that is healthy and it picks some random place like a [address]out for no reason at all", "link": "https://twitter.com/1457238900594860032/status/2105838817139921292"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "i had grokbot do my shopping and for some reason it has bought me a baby french book [link]", "link": "https://twitter.com/1683919374/status/2104185736844951658"}]}, {"name": "Overpays instead of finding best price", "definition": "The agent pays or recommends a higher price than is easily available, for example by taking the first search result, using resellers or fee-charging intermediaries, or favouring its own platform's sellers over cheaper official or rival sources; picking the wrong kind of product is out.", "other": false, "userWeeks": 8, "posts": 9, "agents": [{"id": "muse", "userWeeks": 7}, {"id": "grok-bot", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-05", "source": "Play Store", "community": "Play Store", "text": "very useless. i could do nearly everything myself and much faster. this is nothing but a marketing tool for meta. it searches for products mostly from those business that sell on their platform so you really arent getting the best price.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-10-05", "source": "App Store", "community": "App Store", "text": "in my\n last concert of tandon you gave me a reseller price which was higher than the original website when tickets were still available", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-09-29", "source": "App Store", "community": "App Store", "text": "muse bought my movie tickets through fandango instead of the theater's official site, so i paid a convenience fee i could have avoided. when its payment method failed, it also never offered me the option to just enter my own card. it should prefer official sites and respect the user's stated preferences.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}, {"name": "Cannot locate specific or nearby items", "definition": "The agent fails to find a particular, discontinued, niche or locally available product (for example something to buy in person tonight) that the user asked it to source, even though no site blocked it.", "other": false, "userWeeks": 5, "posts": 5, "agents": [{"id": "grok-bot", "userWeeks": 3}, {"id": "hark", "userWeeks": 1}, {"id": "muse", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-03", "source": "Play Store", "community": "Play Store", "text": "can it order me a sandwich from jersey mike's? nope. it couldn't do it.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "grok-bot", "date": "2026-10-02", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "hey - help me find rain boots, in my size, that i can purchase irl tonight:\n+ muse: fail\n+ instinct: fail\n+ grokbot: fail\nagi", "link": "https://twitter.com/1129037458056855552/status/2106153454800429384"}]}, {"name": "Stale or fabricated deal and stock info", "definition": "The agent reports deals, links, listings or in-store stock that are expired, broken, made up or unchecked, and presents them as valid; failing to find any matching product at all is out.", "other": false, "userWeeks": 2, "posts": 3, "agents": [{"id": "muse", "userWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-10-13", "source": "X", "community": "@muse", "text": "@muse and instinct (cc @noahrshinn) have the same faliure modes. when shopping for me neither one validates in stock status, and neither one does due diligence on the seller. have gotren multiple oos and shady seller linos from both. why isnt this default behavior?", "link": "https://twitter.com/1894916211982381056/status/2109833315935199322"}, {"agent": "muse", "date": "2026-10-06", "source": "X", "community": "@muse", "text": "@muse for example, it's unable to search anything for prime day deals or even find articles for affiliate links to prime day deals. when it does find something, the links are expired.", "link": "https://twitter.com/287825341/status/2107593183848968388"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 27, "posts": 28, "agents": [{"id": "hark", "userWeeks": 10}, {"id": "muse", "userWeeks": 9}, {"id": "dots", "userWeeks": 3}, {"id": "grok-bot", "userWeeks": 2}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "hermes-agent", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "Play Store", "community": "Play Store", "text": "instantly scammed me on pizza order. terrible organization too. bad app.", "link": "https://play.google.com/store/apps/details?id=com.hark.android"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs can i have my pizza + compensation for my feed now being filled with other people dealing with the same awful experience?", "link": "https://twitter.com/1700161785796378624/status/2111345758381199483"}, {"agent": "dots", "date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "grok @bot did what chatgpt dots couldn’t: order a gift for a client. [link]", "link": "https://twitter.com/23526562/status/2111219412921724957"}]}]}, "act.stops_short": {"userWeeks": 562, "declined": 0, "modes": [{"name": "Constant babysitting needed to finish", "definition": "Complaints that no meaningful task finishes without repeated prompts, steering, or corrections, to the point where doing it yourself would be faster. This covers general complaints about too much supervision that name no single stopping pattern from the modes above.", "other": false, "userWeeks": 110, "posts": 116, "agents": [{"id": "dots", "userWeeks": 28}, {"id": "openclaw", "userWeeks": 25}, {"id": "muse", "userWeeks": 21}, {"id": "grok-bot", "userWeeks": 17}, {"id": "hermes-agent", "userWeeks": 17}, {"id": "hark", "userWeeks": 1}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "openai dots feels like i have to micro manage it and feels less capable than it's competitors.\nwhat's been your experience?", "link": "https://twitter.com/58985575/status/2111165082507919643"}, {"agent": "muse", "date": "2026-10-15", "source": "Reddit", "community": "r/MetaAI", "text": "how to make meta muse a hard worker?\nso annoying it requires constant pushing and instructions. it has all access, login, but it makes you push to do the work\nin the screenshot it was doing the ltl freight bids shopping", "link": "https://www.reddit.com/r/MetaAI/comments/1x6iwbs/how_to_make_meta_muse_a_hard_worker/"}, {"agent": "grok-bot", "date": "2026-10-14", "source": "X", "community": "@bot", "text": "can we clean this up @bot? i shouldn't have to ask you twice. [link]", "link": "https://twitter.com/12598542/status/2110498631086379421"}]}, {"name": "Silent abandonment partway through a task", "definition": "The agent stops working mid-task without saying so: the session ends, it freezes, goes quiet, or sits idle while the work is unfinished. This excludes cases where it openly declines, hands steps back, or waits on the user for an explicit reason.", "other": false, "userWeeks": 110, "posts": 112, "agents": [{"id": "hermes-agent", "userWeeks": 30}, {"id": "openclaw", "userWeeks": 29}, {"id": "muse", "userWeeks": 16}, {"id": "dots", "userWeeks": 14}, {"id": "grok-bot", "userWeeks": 14}, {"id": "gemini-spark", "userWeeks": 5}, {"id": "hark", "userWeeks": 1}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-15", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@jayqinqt i don't like that button-pushing command, so i'm letting the ai do it itself. xangi is done with this, while openclaw is stopping, which is a common situation.", "link": "https://twitter.com/184823070/status/2110748066668257756"}, {"agent": "muse", "date": "2026-10-11", "source": "Play Store", "community": "Play Store", "text": "please finish the story. i get to the good part. . can't get the rest.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "openclaw", "date": "2026-10-11", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@ziwenxu_ i am trying, when it’s not failing to execute local work and sits there doing nothing. when everything works its great. (pretty much my exact openclaw experience)", "link": "https://twitter.com/1638237230761144325/status/2109384821403431304"}]}, {"name": "Gives up at the first obstacle", "definition": "When it hits a site error, login wall, blocked booking, approval step, or hard bug, the agent quits, gives up within minutes, or tells the user to drop the goal, instead of retrying or finding another way. This excludes cases where it simply stops with no obstacle in sight.", "other": false, "userWeeks": 64, "posts": 65, "agents": [{"id": "grok-bot", "userWeeks": 20}, {"id": "dots", "userWeeks": 12}, {"id": "muse", "userWeeks": 12}, {"id": "hermes-agent", "userWeeks": 7}, {"id": "openclaw", "userWeeks": 6}, {"id": "hark", "userWeeks": 4}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs your bot told me last minute it ran into a snag and couldn’t do it", "link": "https://twitter.com/2961936246/status/2111285059219255453"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@chrisgpt @hark_labs yes, same happened to me, i got the manual check, and i just opened doordash myself and finished the order", "link": "https://twitter.com/1681021708923465728/status/2111276878707195930"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs it never worked. the agent said to reach out to support.", "link": "https://twitter.com/1684007057555431425/status/2111251844215292103"}]}, {"name": "Instructions given instead of action", "definition": "The agent tells the user how to do something, or passes back steps it could do itself (copy/paste, manual calls, manual SSH migration, setting changes), instead of doing them. This excludes handoffs forced by a real blocker such as 2FA or a site refusing access.", "other": false, "userWeeks": 60, "posts": 61, "agents": [{"id": "muse", "userWeeks": 19}, {"id": "grok-bot", "userWeeks": 14}, {"id": "openclaw", "userWeeks": 12}, {"id": "dots", "userWeeks": 8}, {"id": "hermes-agent", "userWeeks": 4}, {"id": "gemini-spark", "userWeeks": 3}], "examples": [{"agent": "hermes-agent", "date": "2026-10-14", "source": "Reddit", "community": "r/hermesagent", "text": "not all\nit always tell me to open the server terminal and some stuff manually\nits not that bad cuz i start learning new stuff through this\nbut still annoying if i cant access my computer in the moment", "link": "https://www.reddit.com/r/hermesagent/comments/1x5rvsh/terminal_command_and_passwords/pgoxpcv/"}, {"agent": "grok-bot", "date": "2026-10-12", "source": "Reddit", "community": "r/GrokBot", "text": "\"i won't do that on my own\"\n \ntranslation = you have to ask me to fix it.", "link": "https://www.reddit.com/r/GrokBot/comments/1x4e58w/grokbot_doesnt_allow_tailscale_exit_nodes_follow/pgdaawe/"}, {"agent": "grok-bot", "date": "2026-10-12", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@kyrannio right... i already created a grok bot that composes music bit i have to do a bunch of steps to get the song manually how 2020\nugg lol", "link": "https://twitter.com/125256783/status/2109483279594496497"}]}, {"name": "Promised progress or follow-up never arrives", "definition": "The agent says it is working on the task, will report back, or that the job is pending or done, but nothing is actually produced until the user checks and finds it stuck or idle. This excludes visible stalls the agent itself admits to.", "other": false, "userWeeks": 42, "posts": 42, "agents": [{"id": "grok-bot", "userWeeks": 13}, {"id": "dots", "userWeeks": 11}, {"id": "hermes-agent", "userWeeks": 7}, {"id": "openclaw", "userWeeks": 7}, {"id": "hark", "userWeeks": 2}, {"id": "muse", "userWeeks": 1}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@openai’s dots has so many issues to me, i ended up spending half of the messages asking it to publish the site change it made or push changes to gh. and it often still wouldn’t work 🤷♂️ [link]", "link": "https://twitter.com/1498500680/status/2110707066583277578"}, {"agent": "dots", "date": "2026-10-13", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i let @openai dot work overnight on a project as i had 40% usage and expected a reset.\ndot did nothing all night for nine hours. asi is here. [link]", "link": "https://twitter.com/2058615230263963648/status/2109973361413554327"}, {"agent": "dots", "date": "2026-10-08", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i renamed my openai dot “dumb.”\ni asked it to manage multiple social media channels and follow daily routines.\ninstead, it keeps planning, reporting, and stalling while real work goes unfinished.\n@openai @sama @thsottiaux @embirico", "link": "https://twitter.com/1025929908/status/2108305128818110916"}]}, {"name": "Offers a task, then says it can't", "definition": "The agent suggests or agrees to do a task, then says it can't do it, or keeps saying it can't do things it can do. This excludes tasks the user asked for that the agent declines from the start.", "other": false, "userWeeks": 34, "posts": 34, "agents": [{"id": "muse", "userWeeks": 10}, {"id": "dots", "userWeeks": 6}, {"id": "grok-bot", "userWeeks": 5}, {"id": "hermes-agent", "userWeeks": 5}, {"id": "openclaw", "userWeeks": 5}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "hark", "userWeeks": 1}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "poke", "date": "2026-10-12", "source": "X", "community": "@interaction", "text": "@sezeriltekin @interaction incredibly bad, it can only be talked about, never give them a job to do.", "link": "https://twitter.com/200210563/status/2109753527123722468"}, {"agent": "hark", "date": "2026-10-08", "source": "X", "community": "@hark_labs", "text": "@markjenney @hark_labs i didn't get so many results. it did ask if i wanted them but then it.... didn't do anything", "link": "https://twitter.com/13531722/status/2108224763856359452"}, {"agent": "dots", "date": "2026-10-04", "source": "YouTube", "community": "ChatGPT Dots Finally Clicked When I Learned This", "text": "i tried using dot to orchestrate one of my ongoing codex chats but it said it didn't have the power to do it...", "link": "https://www.youtube.com/watch?v=9RYDaLnB6ec&lc=UgzEQqXql1oVm2udCUV4AaABAg"}]}, {"name": "Drops some of several assigned tasks", "definition": "Given several tasks or scheduled jobs, the agent finishes some, quietly forgets or skips others, and only picks them up after the user reminds it. This excludes losing a single task partway through.", "other": false, "userWeeks": 24, "posts": 24, "agents": [{"id": "dots", "userWeeks": 10}, {"id": "grok-bot", "userWeeks": 5}, {"id": "muse", "userWeeks": 5}, {"id": "hermes-agent", "userWeeks": 3}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-09-08", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "@meta muse spark 1.3 is an artificial intelligence agent that has sworn not to complete any task and is determined to do half a job even in 10 attempts.", "link": "https://twitter.com/2741542125/status/2097331989036646800"}, {"agent": "muse", "date": "2026-10-08", "source": "X", "community": "@muse", "text": "as i work more with @muse i see a couple of limitations: when allowing it to use my mac mini, if i give it too many unrelated tasks at once, one may get lost and i have to remind muse to go back and pick it up. there might be a way to avoid this but i have not come across it yet. i will put the other limitation i have found in a separate post.", "link": "https://twitter.com/1428822980654780427/status/2108170442506645511"}, {"agent": "grok-bot", "date": "2026-09-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "is tibo not in the @grok bot team? this is ending too quickly and everything is left half-finished. i always think this, but heavy is the best, right? why can't you fulfill even 10% of my commands? the construction can't even start from the starting line. i'm really troubled. 😭", "link": "https://twitter.com/4365384662/status/2096443551043432629"}]}, {"name": "Pauses for a 'continue' between steps", "definition": "In a multi-step workflow or task list, the agent stops after each step or after a few items and only resumes when the user prompts it again. This excludes one-off stalls with no step-by-step pattern and cases where it hands the remaining work to the user.", "other": false, "userWeeks": 15, "posts": 15, "agents": [{"id": "hermes-agent", "userWeeks": 4}, {"id": "grok-bot", "userWeeks": 3}, {"id": "muse", "userWeeks": 3}, {"id": "openclaw", "userWeeks": 3}, {"id": "dots", "userWeeks": 1}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-16", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@michaelslate @steipete plus that bug where gpt will say \"i am going to do this ...\" and just stops until you kick it few times. i had to write custom plug between codex and openclaw to make it work.", "link": "https://twitter.com/1164544374404976641/status/2111211024766407055"}, {"agent": "grok-bot", "date": "2026-10-01", "source": "YouTube", "community": "OpenAI dots compete con grokbot il nuovo gpt 6.1 sol compete con opus 5.5 tutto questo è successo", "text": "to make him do a simple debugging job, i had to ask 4 times to continue the analysis. more and more inconclusive. i don't see the improvement.", "link": "https://www.youtube.com/watch?v=HzyQCv6p0QA&lc=UgwACgwe4RUu7njEI5l4AaABAg"}, {"agent": "hermes-agent", "date": "2026-09-21", "source": "Reddit", "community": "r/hermesagent", "text": "hello guys,\ntrying to code something with hermes and gemma4-26b-a4b, but it keeps stopping before finishing what i gave him, and then i have to send a « continue » message so that’s he continues or try again. am i doing some wrong or is it normal ?", "link": "https://www.reddit.com/r/hermesagent/comments/1wmjjgj/hermes_keeps_stoping/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 110, "posts": 114, "agents": [{"id": "openclaw", "userWeeks": 24}, {"id": "dots", "userWeeks": 23}, {"id": "grok-bot", "userWeeks": 17}, {"id": "hermes-agent", "userWeeks": 16}, {"id": "muse", "userWeeks": 16}, {"id": "hark", "userWeeks": 11}, {"id": "gemini-spark", "userWeeks": 3}], "examples": [{"agent": "hark", "date": "2026-10-16", "source": "X", "community": "@hark_labs", "text": "@hark_labs looks like it glitched and asked me for an api key right at checkout 👀🤔. not as seamless as you’d think. [link]", "link": "https://twitter.com/261222214/status/2111244917334765624"}, {"agent": "dots", "date": "2026-10-12", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "isn't chatgpt dot kind of useless? \nthe implementation isn't progressing at all. \nwhy do i have to ask codex to solve it?", "link": "https://twitter.com/1593936241967640576/status/2109516556598493650"}]}]}, "ask.app_client": {"userWeeks": 1082, "declined": 0, "modes": [{"name": "App crashes, freezes or fails to launch", "definition": "The app or desktop client crashes, hangs, sits on a loading or setup screen, can't be closed, or breaks after an update (for example on certain input methods or network setups); general slowness while the app keeps working is out.", "other": false, "userWeeks": 205, "posts": 217, "agents": [{"id": "hermes-agent", "userWeeks": 75}, {"id": "muse", "userWeeks": 39}, {"id": "grok-bot", "userWeeks": 38}, {"id": "openclaw", "userWeeks": 29}, {"id": "dots", "userWeeks": 11}, {"id": "hark", "userWeeks": 10}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-16", "source": "Reddit", "community": "r/hermesagent", "text": "the companion app is failing to start with\nhermes | 2026-10-16 07:22:32,681 warning hermes-push: disconnected: unknown method: client.capabilities; retrying in 30s", "link": "https://www.reddit.com/r/hermesagent/comments/1x6yph1/vory_15_a_native_iphone_ipad_and_mac_app_for/ph2b6hx/"}, {"agent": "hark", "date": "2026-10-16", "source": "X", "community": "@hark_labs", "text": "@adcock_brett @hark_labs chat doesnt work had to click home button @hark_labs [link]", "link": "https://twitter.com/15066838/status/2111243950761685144"}, {"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "meme been posted a thousand times- but today was my turn to experience it.\ntldr: hermes desktop crashes/restarts randomly on omarchy. official release channel packages for both. has been happening for a few weeks now, so i asked gpt-sol to investigate [link]", "link": "https://twitter.com/1255598513926426624/status/2111221920939041272"}]}, {"name": "Cluttered, confusing desktop navigation", "definition": "The desktop or web interface is too dense, noisy or poorly organised, so users can't find sections, switch sessions, scroll the sidebar, or reach settings without extra clicks; complaints that the app is functionally broken, rather than hard to navigate, are out.", "other": false, "userWeeks": 195, "posts": 202, "agents": [{"id": "hermes-agent", "userWeeks": 100}, {"id": "openclaw", "userWeeks": 48}, {"id": "grok-bot", "userWeeks": 23}, {"id": "muse", "userWeeks": 10}, {"id": "dots", "userWeeks": 6}, {"id": "gemini-spark", "userWeeks": 5}, {"id": "hark", "userWeeks": 2}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-16", "source": "Reddit", "community": "r/hermesagent", "text": "i agree, not a fan of the style of the main dashboard, and the website. desktop app is okay, but still not my vibe. really like bighelp", "link": "https://www.reddit.com/r/hermesagent/comments/1x6sbwm/bighelp_is_officially_on_the_app_store/ph51gkq/"}, {"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@bkashjosi on a windows setup, with only hermes desktop installed, i tried that two days ago. my pet is out of the desktop app. but, for two days it won’t go back. it’s stuck where i put it. even survived two updates…", "link": "https://twitter.com/3349754343/status/2111046858206302716"}, {"agent": "hark", "date": "2026-10-16", "source": "X", "community": "@hark_labs", "text": "it's awkward but ux by @hark_labs is really overwhelming. i don't want another checklist to be slapped on me with the widgets. too clunky @adcock_brett", "link": "https://twitter.com/1037016649/status/2110945798942785995"}]}, {"name": "Chat content renders blank or garbled", "definition": "Messages, images, videos, tables or responses display as black boxes, empty space, partial images or missing media, or overlap, duplicate or leave loading indicators behind (including tables that won't scroll), so the user can't see what the agent produced; slow loading of content that does show correctly is out.", "other": false, "userWeeks": 117, "posts": 123, "agents": [{"id": "grok-bot", "userWeeks": 42}, {"id": "hermes-agent", "userWeeks": 34}, {"id": "muse", "userWeeks": 20}, {"id": "openclaw", "userWeeks": 9}, {"id": "dots", "userWeeks": 6}, {"id": "hark", "userWeeks": 3}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-14", "source": "App Store", "community": "App Store", "text": "it's easy to use, but currently, when typing too much in chinese in the current version, there is a problem where the second line and beyond cannot be displayed.", "link": "https://apps.apple.com/tw/app/grok-bot/id6794501026"}, {"agent": "hermes-agent", "date": "2026-10-12", "source": "Reddit", "community": "r/hermesagent", "text": "hey great job again, would you be able to fix inline audio file rendering. it renders path instead of playable audio.", "link": "https://www.reddit.com/r/hermesagent/comments/1x3gdzj/hermes_redde_17_out_today/pfew3rm/"}, {"agent": "grok-bot", "date": "2026-10-11", "source": "X", "community": "@bot", "text": "@elonmusk @bot i've some bugs when uploading/taking pictures in the app", "link": "https://twitter.com/2081878484842840064/status/2109279489075077290"}]}, {"name": "Sluggish interface and heavy resource use", "definition": "The app still works but is slow, laggy, jittery while scrolling or streaming, gets worse as chat history or image counts grow, or uses so much RAM, battery or device capacity that the device suffers; outright crashes and hangs are out.", "other": false, "userWeeks": 100, "posts": 102, "agents": [{"id": "hermes-agent", "userWeeks": 31}, {"id": "grok-bot", "userWeeks": 25}, {"id": "muse", "userWeeks": 20}, {"id": "openclaw", "userWeeks": 11}, {"id": "hark", "userWeeks": 8}, {"id": "dots", "userWeeks": 4}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs i knew it was total bs but i still downloaded your poorly optimized app and went with it. give me back my 10 minutes! [link]", "link": "https://twitter.com/1195983673251766272/status/2111289316425248954"}, {"agent": "hermes-agent", "date": "2026-10-16", "source": "Reddit", "community": "r/hermesagent", "text": "note that hermes desktop is resource intensive. try for now the plain hermes tui (text user interface)", "link": "https://www.reddit.com/r/hermesagent/comments/1x71hen/my_hermes_desktop_is_freezing_on_my_m3_macbook_is/ph1efw8/"}, {"agent": "hark", "date": "2026-10-15", "source": "X", "community": "@hark_labs", "text": "@adcock_brett @altharbor @hark_labs it is also awful on chrome. background doesn't work. slow laggy performance.", "link": "https://twitter.com/4515770842/status/2110703112831021241"}]}, {"name": "Cannot copy, select or enter text", "definition": "Users can't select or copy agent output, paste into the input, or reach text fields and buttons because the keyboard, other controls or wrong default input states cover or block them; missing features unrelated to getting text in or out of the app are out.", "other": false, "userWeeks": 59, "posts": 61, "agents": [{"id": "grok-bot", "userWeeks": 19}, {"id": "muse", "userWeeks": 18}, {"id": "hermes-agent", "userWeeks": 13}, {"id": "dots", "userWeeks": 5}, {"id": "openclaw", "userWeeks": 3}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-13", "source": "X", "community": "@muse", "text": "@muse with all due respect, why is it so difficult to select a specific part of your reply??🙄 i don’t wanna copy the entire response. please do something", "link": "https://twitter.com/2064856639551766529/status/2110036917559390513"}, {"agent": "grok-bot", "date": "2026-10-13", "source": "App Store", "community": "App Store", "text": "when entering text in the dialog box, only the first line is displayed, and you must press enter to see the latest line of text.", "link": "https://apps.apple.com/us/app/grok-bot/id6794501026"}, {"agent": "hermes-agent", "date": "2026-10-11", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "raspberry pi, there are apps that can/cannot input japanese. the important hermes desktop didn't work. hmm, it's troublesome.", "link": "https://twitter.com/82571855/status/2109225014662971429"}]}, {"name": "Broken tablet and landscape layout", "definition": "On iPad or other screen sizes the app is stuck in portrait, shows sideways, won't go fullscreen, or appears as a narrow phone layout with empty margins; layout problems on a normal phone in portrait are out.", "other": false, "userWeeks": 58, "posts": 59, "agents": [{"id": "muse", "userWeeks": 41}, {"id": "grok-bot", "userWeeks": 10}, {"id": "hermes-agent", "userWeeks": 4}, {"id": "openclaw", "userWeeks": 3}], "examples": [{"agent": "muse", "date": "2026-10-08", "source": "X", "community": "@muse", "text": "@muse feedback on muse's browser: it used to open websites in full desktop layout, but recently everything renders in a narrow phone-width window (~500px), so sites serve mobile layouts and some options become unreachable. please restore the wide desktop view 🙏", "link": "https://twitter.com/870676013742673921/status/2108315930010996871"}, {"agent": "muse", "date": "2026-10-05", "source": "App Store", "community": "App Store", "text": "the ipad version of this app does not rotate properly for landscape mode. for all users who use the ipad as their main computer, this makes the muse app unusable. i’ll be using gemini until this is fixed.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "grok-bot", "date": "2026-10-02", "source": "Play Store", "community": "Play Store", "text": "compatibility issues samsung dex, ui is all mangled in samsung dex mode.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}]}, {"name": "Intrusive pop-ups, ads and screen takeovers", "definition": "The app interrupts other activity with repeated install prompts, ads, auto-opening share sheets after screenshots, or overlays that take over the phone or block other apps; prompts that only appear inside the agent's own normal chat flow are out.", "other": false, "userWeeks": 47, "posts": 47, "agents": [{"id": "muse", "userWeeks": 37}, {"id": "grok-bot", "userWeeks": 3}, {"id": "hermes-agent", "userWeeks": 3}, {"id": "hark", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-10", "source": "X", "community": "@muse", "text": "can you guys turn off the auto share that pops up whenever you do a screenshot? this makes me unable to take a scrolling screenshot off my phone when within the muse app\n@muse", "link": "https://twitter.com/15057461/status/2109021678898676051"}, {"agent": "muse", "date": "2026-10-04", "source": "Play Store", "community": "Play Store", "text": "it keeps popping up covering part of my work. it won't let me remove it. so frustrating", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-10-04", "source": "Play Store", "community": "Play Store", "text": "it keeps locking up my phone asking me to install it over and over even though i already did", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"name": "Chats and state out of sync across devices", "definition": "Conversations, previews, sessions or notification badges differ between the phone, desktop and web clients, for example messages missing on desktop, stale duplicate sessions, or read badges that don't clear; data that is lost on every device is out.", "other": false, "userWeeks": 37, "posts": 41, "agents": [{"id": "grok-bot", "userWeeks": 15}, {"id": "hermes-agent", "userWeeks": 13}, {"id": "dots", "userWeeks": 5}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "muse", "userWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-16", "source": "App Store", "community": "App Store", "text": "it’s super buggy at this point. i get the messages on my laptop, so i know that the bot has responded but i cannot see these replies on the iphone app if i don’t kill the app or get out of the bot and go in again", "link": "https://apps.apple.com/gr/app/grok-bot/id6794501026"}, {"agent": "dots", "date": "2026-09-30", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": ".@openai dots rollout is so flaky. \ni can access it on the web. \ni get notifications on my phone when it completes the task but the intent doesn't open anything on the chatgpt app.", "link": "https://twitter.com/4653991521/status/2105202676082581742"}, {"agent": "dots", "date": "2026-09-30", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i tried openai dot. now, in order to rush the launch of new features, is there no need to guarantee usability? the web version, client version, and mobile version are all playing separately. this disastrous consistency across the three platforms [link]", "link": "https://twitter.com/151079303/status/2105125356726591832"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 279, "posts": 284, "agents": [{"id": "hermes-agent", "userWeeks": 70}, {"id": "grok-bot", "userWeeks": 65}, {"id": "muse", "userWeeks": 46}, {"id": "openclaw", "userWeeks": 42}, {"id": "dots", "userWeeks": 36}, {"id": "hark", "userWeeks": 14}, {"id": "gemini-spark", "userWeeks": 6}], "examples": [{"agent": "hermes-agent", "date": "2026-10-18", "source": "X", "community": "@NousResearch", "text": "@adolandev @nousresearch will check them out. my hermes basic theme def needs an overhaul.", "link": "https://twitter.com/1961540295859781632/status/2111829897987473553"}, {"agent": "hermes-agent", "date": "2026-10-17", "source": "Reddit", "community": "r/hermesagent", "text": "i'd say if you have had any experience with the hermes official desktop app you'd appreciate any and all alternatives.", "link": "https://www.reddit.com/r/hermesagent/comments/1x6xcxl/introducing_hermes_deck_an_agent_orchestrator/ph8js90/"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@theaaron @hark_labs i used an alt account i don't use at all that has nearly nothing. that ux for hark was god awful, deleting that shit insta", "link": "https://twitter.com/133105503/status/2111494799119327249"}]}]}, "ask.channel": {"userWeeks": 176, "declined": 0, "modes": [{"name": "Agent missing from user's preferred messaging app", "definition": "The agent can't be reached at all in the channel the user already lives in (for example iMessage, WhatsApp, SMS, Discord, Teams, Telegram or X DMs), so the user has to open a separate app or an unwanted platform; this covers missing channel support, not channels that exist but break or are hard to set up.", "other": false, "userWeeks": 53, "posts": 53, "agents": [{"id": "hermes-agent", "userWeeks": 16}, {"id": "muse", "userWeeks": 15}, {"id": "grok-bot", "userWeeks": 8}, {"id": "dots", "userWeeks": 5}, {"id": "hark", "userWeeks": 5}, {"id": "openclaw", "userWeeks": 2}, {"id": "instinct", "userWeeks": 1}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-07", "source": "X", "community": "@muse", "text": "biggest usp of @instinct vs @muse is the fact that instinct is imessage native. i could just send a bunch of tasks and reminders while driving back from work", "link": "https://twitter.com/356005596/status/2107629413785583635"}, {"agent": "grok-bot", "date": "2026-09-30", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "dots.... big fucking deal! \napart from my oc/hermes this is the only agent product i can use on slack\nmuse, grokbot don't have these yet\ni love infinte sessions\nlets the madness big! [link] [link]", "link": "https://twitter.com/30831264/status/2105417354330956133"}, {"agent": "dots", "date": "2026-09-30", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "only way to talk to my @chatgpt dot is thru the web browser 💀", "link": "https://twitter.com/1553895169/status/2105371967205367895"}]}, {"name": "Messages silently fail between agent and channel", "definition": "A connected channel stops passing messages in one or both directions, for example the bot shows typing but never sends, replies are generated but not delivered, input is ignored, messages get cut off, or it breaks after an update; this excludes slow but working replies and first-time setup failures.", "other": false, "userWeeks": 27, "posts": 27, "agents": [{"id": "openclaw", "userWeeks": 11}, {"id": "hermes-agent", "userWeeks": 6}, {"id": "grok-bot", "userWeeks": 4}, {"id": "dots", "userWeeks": 2}, {"id": "instinct", "userWeeks": 2}, {"id": "hark", "userWeeks": 1}, {"id": "muse", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "@bot", "text": "when i tag @bot it doesn’t send anything to my bot anymore. any ideas? @poteto @grok", "link": "https://twitter.com/913542511/status/2111496591018164732"}, {"agent": "openclaw", "date": "2026-10-12", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@__r17x @thonishohib @lucaxyzz before using openclaw to connect wa with a 3rd party lib, now the main wa seems to be shadow banned. messages often get delayed.", "link": "https://twitter.com/1508865958395486208/status/2109591136717115534"}, {"agent": "dots", "date": "2026-10-11", "source": "YouTube", "community": "OpenAI меняет то, как мы пользуемся ИИ / гайд по Dots и реальные кейсы", "text": "for some reason, dots does not respond in writing. they answer on the phone, but do not write in messages.", "link": "https://www.youtube.com/watch?v=czjsp_Qz8lY&lc=UgwQawaf-yCErCCPTuV4AaABAg"}]}, {"name": "Single chat thread can't organise agent work", "definition": "The flat chat format can't handle real agent use: no separate threads or persistent sessions, tasks get mixed together, multiple agents are hard to manage, long work gets lost in scrollback, and there's no place to see files, crons or approvals, so users ask for a dedicated app; this excludes individual features that work worse in chat than in the native app.", "other": false, "userWeeks": 24, "posts": 24, "agents": [{"id": "hermes-agent", "userWeeks": 17}, {"id": "openclaw", "userWeeks": 5}, {"id": "dots", "userWeeks": 1}, {"id": "grok-bot", "userWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-14", "source": "X", "community": "@NousResearch", "text": "i’m searching for an alternative way to use multiple hermes chats on my phone, telegram is not working perfectly for me. any suggestions? @nousresearch #hermesagent", "link": "https://twitter.com/1477309959633313794/status/2110259130846064936"}, {"agent": "hermes-agent", "date": "2026-10-03", "source": "X", "community": "@NousResearch", "text": "@alokdotsh @nousresearch we definitely need it, better to manage hermes from their own app instead of telegram or other messaging apps", "link": "https://twitter.com/828254609906999301/status/2106271768411332763"}, {"agent": "hermes-agent", "date": "2026-09-29", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@teknium btw... i'm using telegram to manage hermes installed on digitalocean vps. \njust installed hermes desktop and i see what you are talking about. but this is not the user experience on telegram with a vps install.", "link": "https://twitter.com/1595893303911845892/status/2105041356062421406"}]}, {"name": "Agent features degraded inside the messaging channel", "definition": "Specific features work worse through the channel than in the native client, for example images reduced to text descriptions, slash commands clashing with the platform's own, wrong notification types, replies posted outside the thread, or no voice notes, calls, dictation, bubbles or rich UI; this excludes complete delivery failures and missing channel support.", "other": false, "userWeeks": 22, "posts": 22, "agents": [{"id": "hermes-agent", "userWeeks": 8}, {"id": "muse", "userWeeks": 5}, {"id": "openclaw", "userWeeks": 4}, {"id": "grok-bot", "userWeeks": 3}, {"id": "dots", "userWeeks": 2}], "examples": [{"agent": "openclaw", "date": "2026-10-13", "source": "X", "community": "@openclaw", "text": "@openclaw @muse typing /update via discord still fails for me. please include this already-merged fix in 10.4 🙏 @steipete [link]", "link": "https://twitter.com/19623250/status/2110117933774934508"}, {"agent": "dots", "date": "2026-10-13", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "chatgpt dot is so bad it responds in its main chat when asked something through slack, then apologizes for responding in the wrong channel when confronted.", "link": "https://twitter.com/2042808957161345024/status/2110022415162208580"}, {"agent": "hermes-agent", "date": "2026-10-02", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "what is a better chat ui app to interact with my hermes agent?\nall these telegram, whatsapp, and other messaging apps are terrible for rich ui interactions that you get with the native claude or codex app", "link": "https://twitter.com/412133001/status/2105918707310686584"}]}, {"name": "Hard channel setup and account pairing", "definition": "Connecting the agent to a messaging channel is confusing or impossible because of broken QR pairing, phone-number or hardware requirements, region-locked numbers, bot setup needed for each agent, or gateways fighting each other; this excludes channels that worked and later stopped delivering.", "other": false, "userWeeks": 14, "posts": 15, "agents": [{"id": "hermes-agent", "userWeeks": 9}, {"id": "openclaw", "userWeeks": 3}, {"id": "grok-bot", "userWeeks": 1}, {"id": "muse", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "since i am using both grok bot and dots, i thought about connecting them on slack, but it seemed a bit off, so i stopped.\n↓\n- the compatibility between grok bot and slack seems quite poor.\n- even if i consolidate something in slack, my cognitive load won't change.", "link": "https://twitter.com/1276844525122498561/status/2107039155842847206"}, {"agent": "hermes-agent", "date": "2026-10-03", "source": "X", "community": "@NousResearch", "text": "@nousresearch @weixin_wechat please improve the gateway issues and command issues of wechat.", "link": "https://twitter.com/1982698872117047296/status/2106527903983059069"}, {"agent": "hermes-agent", "date": "2026-09-24", "source": "X", "community": "@NousResearch", "text": "@witcheer @nousresearch @teknium also is whatsapp broken what happened to the qr, that link takes me to some old ahh github not bailey\ni swear whatsapp used to be a simple qr what happened [link]", "link": "https://twitter.com/2002411334865190913/status/2103006211792904634"}]}, {"name": "No group chat or shared bot presence", "definition": "The agent can't take part properly with other people in the channel, for example it can't join family or team group chats, group texts fail, @mentions don't trigger it, or it posts as the user instead of under its own bot identity; this excludes one-on-one chat problems.", "other": false, "userWeeks": 11, "posts": 11, "agents": [{"id": "dots", "userWeeks": 3}, {"id": "grok-bot", "userWeeks": 3}, {"id": "muse", "userWeeks": 3}, {"id": "hermes-agent", "userWeeks": 1}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-01", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "you can add @openai's dots to slack...\n...but your team can't communicate with them. [link]", "link": "https://twitter.com/1020961/status/2105746212741693440"}, {"agent": "muse", "date": "2026-09-15", "source": "X", "community": "@muse", "text": "bug: the @muse android app can't send group texts. as default assistant on a pixel 9a, posting to a group chat fails every recipient: 'failed to send sms: getgroupidlevel1'. 1:1 works. group-send path trips on a sim lookup it doesn't need. filed — anyone repro?", "link": "https://twitter.com/2058572962773520384/status/2099983543271120960"}, {"agent": "muse", "date": "2026-10-07", "source": "X", "community": "@muse", "text": "hey @muse anyway muse can be made into its own slack agent? it would be nice to add it to my team instead of it just posting as me @slackhq @dps @alexandr_wang right now the connector also doesn’t ping muse at all. i have to tell muse to reply. be nice if i did @ in slack it would notify muse", "link": "https://twitter.com/1425445846628319234/status/2107699881414459679"}]}, {"name": "Slow or laggy replies over messaging channel", "definition": "Messages do arrive, but the agent replies slowly, hangs, or calls take a long time to connect over the channel, making the exchange feel inefficient; this excludes messages that never arrive.", "other": false, "userWeeks": 7, "posts": 7, "agents": [{"id": "hermes-agent", "userWeeks": 3}, {"id": "dots", "userWeeks": 2}, {"id": "grok-bot", "userWeeks": 1}, {"id": "muse", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-16", "source": "YouTube", "community": "ChatGPT Dots Is Here! Your AI Agent That Works For You 24 7", "text": "i dont like it yet. it takes firever to answer, the call feature is absurd for how long it takes to answer and the telegram conection has a lot of bugs. still not there", "link": "https://www.youtube.com/watch?v=6cqpa5G_3rU&lc=Ugxw20dyTLGZlaLRWlJ4AaABAg"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 19, "posts": 19, "agents": [{"id": "hermes-agent", "userWeeks": 7}, {"id": "openclaw", "userWeeks": 6}, {"id": "dots", "userWeeks": 4}, {"id": "instinct", "userWeeks": 1}, {"id": "muse", "userWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-13", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@morblius haha nice! yeah excited that personal assistants via text are finally here. using openclaw/telegram kinda sucked. muse is solid, and grokbot is growing on me", "link": "https://twitter.com/1593057516576919552/status/2109830129375687060"}, {"agent": "openclaw", "date": "2026-10-12", "source": "Reddit", "community": "r/openclaw", "text": "you’ve not felt pain till you try to use openclaw through imessage on an iphone", "link": "https://www.reddit.com/r/openclaw/comments/1x3byb4/littleguys_a_whatsappstyle_app_for_talking_to/pfeszh0/"}, {"agent": "dots", "date": "2026-10-03", "source": "YouTube", "community": "ChatGPT Just Changed A LOT (Here’s What’s New)", "text": "the only thing in this that’s useless i think is texting/imessage your dot. everyone has smart phones now. why message when you can just do the same on the app on your phone?", "link": "https://www.youtube.com/watch?v=fSilBzYdHUw&lc=UgxXyCI3Z1Jos358WSV4AaABAg"}]}]}, "ask.conversation": {"userWeeks": 549, "declined": 0, "modes": [{"name": "Single thread forces unrelated topics together", "definition": "The agent gives the user only one main chat (or one thread per bot), so separate projects, life areas and parallel tasks pile up in the same stream and the user can't split, branch or start a fresh topic; this excludes problems sorting or finding chats when several chats do exist.", "other": false, "userWeeks": 109, "posts": 116, "agents": [{"id": "dots", "userWeeks": 38}, {"id": "muse", "userWeeks": 26}, {"id": "grok-bot", "userWeeks": 17}, {"id": "openclaw", "userWeeks": 9}, {"id": "hermes-agent", "userWeeks": 8}, {"id": "gemini-spark", "userWeeks": 3}, {"id": "hark", "userWeeks": 3}, {"id": "instinct", "userWeeks": 3}, {"id": "poke", "userWeeks": 2}], "examples": [{"agent": "openclaw", "date": "2026-10-13", "source": "X", "community": "@openclaw", "text": "i really need the mono-repo feel for cross-repo work in all the agents. who can help me have the agents adopt [link]? i'll now try to bring it to @openclaw. never understood the one conversation one repo/worktree limitation.", "link": "https://twitter.com/14855506/status/2110045625798537392"}, {"agent": "dots", "date": "2026-10-12", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@chatgpt dot is great, but managing my workflow with just one dot at a time is a disaster. it's like having only one thread in chatgpt for everything. there is nothing needed more than having a few of them working in separate threads.", "link": "https://twitter.com/2531798121/status/2109537630593687666"}, {"agent": "dots", "date": "2026-10-11", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@chatgpt dots mangled what should have been 5 separate sessions into one. quite a mess. /feedback sent.", "link": "https://twitter.com/22451638/status/2109166031277265016"}]}, {"name": "Losing track of parallel tasks and bots", "definition": "While several tasks, sub-agents or bots run at once, the user can't see which bot they are talking to, the status of each task, or which results are finished, can't start a parallel sub-task, or finds that switching between bots or profiles fails; this excludes organising the chat list itself.", "other": false, "userWeeks": 87, "posts": 88, "agents": [{"id": "hermes-agent", "userWeeks": 32}, {"id": "grok-bot", "userWeeks": 22}, {"id": "dots", "userWeeks": 18}, {"id": "openclaw", "userWeeks": 7}, {"id": "muse", "userWeeks": 6}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-14", "source": "X", "community": "@muse", "text": "@alexandr_wang @finkd i have used @muse more then any human on earth. i have a couple changes that i think could help.\n1. make mobile ui easier to use multi task control. right now ui is confusing. especially talking in the main chat doing side chat stuff is confusing.", "link": "https://twitter.com/1963133126391083008/status/2110477901103591874"}, {"agent": "hark", "date": "2026-10-14", "source": "X", "community": "@hark_labs", "text": "@abidur_c @hark_labs i love the background for the main chat, but projects should get a different look and have assignable backgrounds. i keep going back to the app with a general request and it’s still in a projects page and i send it there by mistake.", "link": "https://twitter.com/98923477/status/2110322377108123838"}, {"agent": "dots", "date": "2026-10-13", "source": "YouTube", "community": "ChatGPT Dots Is WAY More Powerful Than You Think", "text": "yeah ive had it where i was trying to install a update to my game, and it ran into some error, wanted me to confirm in the other chat, not the dot chat and i couldn't say anything in that chat so id have to start over", "link": "https://www.youtube.com/watch?v=WXhOxfPECnM&lc=Ugz8sSwSNxJsjTODDqh4AaABAg.AbkS3sDVA-IAbuAAzoFEPL"}]}, {"name": "No way to organise many chats", "definition": "When the user has many sessions, bots or chats, the product gives them no folders, projects, labels, tabs, grouping, working renames or auto-titles, so the list gets messy and confusing; this excludes searching for a specific past chat and the lack of multiple chats altogether.", "other": false, "userWeeks": 76, "posts": 79, "agents": [{"id": "hermes-agent", "userWeeks": 25}, {"id": "grok-bot", "userWeeks": 23}, {"id": "muse", "userWeeks": 10}, {"id": "dots", "userWeeks": 8}, {"id": "openclaw", "userWeeks": 7}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-17", "source": "Reddit", "community": "r/GrokBot", "text": "i'm having the same problem.. if i can't make groups on grok bot, it's useless now lol", "link": "https://www.reddit.com/r/GrokBot/comments/1x7kuqp/did_they_remove_group_chat_features/phbjupt/"}, {"agent": "hermes-agent", "date": "2026-10-09", "source": "Reddit", "community": "r/hermesagent", "text": "i've been using the sdk version. seems to work fine, the only issue is title generation for chats doesn't work", "link": "https://www.reddit.com/r/hermesagent/comments/1x1n56z/state_of_claude_subscription_hermes/pexu6dr/"}, {"agent": "muse", "date": "2026-10-06", "source": "X", "community": "@muse", "text": "so @muse does have this section but a to do list might be the right form factor at scale.\nchat just feels all over the place once you have enough topics in parallel.\nif instinct/muse whoever’s lead got sharp taste they gotta pick it up fast [link] [link]", "link": "https://twitter.com/1176051260/status/2107575426055118936"}]}, {"name": "Past conversations hard to find or reopen", "definition": "The user can't find an earlier session or message again because search is missing or broken, history loads only partly, sessions don't show up in the history list, or cron or automation runs crowd out real chats; this excludes chats that are actually deleted or lost.", "other": false, "userWeeks": 46, "posts": 46, "agents": [{"id": "hermes-agent", "userWeeks": 19}, {"id": "muse", "userWeeks": 8}, {"id": "grok-bot", "userWeeks": 7}, {"id": "openclaw", "userWeeks": 5}, {"id": "dots", "userWeeks": 4}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-11", "source": "Reddit", "community": "r/hermesagent", "text": "the session_search tool is flawed, i had to create a new messages() tool", "link": "https://www.reddit.com/r/hermesagent/comments/1x2plx9/fixed_my_hermes_sessions_rereading_everything_on/pf92h4h/"}, {"agent": "hermes-agent", "date": "2026-10-11", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@imbabybrooklyn scrollback in a session history is still very jumpy, it bounces around and its not clear if it jumped to far or not enough. “read more messages” button exacerbates the issue. macos hermes desktop", "link": "https://twitter.com/13650782/status/2109364532271571283"}, {"agent": "dots", "date": "2026-10-05", "source": "YouTube", "community": "ChatGPT Dots is INCREDIBLE (but only if you use it the right way)", "text": "thanks for the intro! i wonder how did you manage all the projects / threads? do you still even look at the \"chat history\"?\npersonally it's been tough to find things within long chats with the main dot agent, idk how you handled this", "link": "https://www.youtube.com/watch?v=e29WTzoOKxk&lc=UgyW6vH26eZGsM0amup4AaABAg"}]}, {"name": "Chats or drafts vanish or fail to sync", "definition": "Conversations, messages or unsent drafts disappear, are lost after logout or an app restart, or differ between devices and channels (for example mobile vs desktop, or a messaging gateway vs the app); this excludes content that still exists but can't be found.", "other": false, "userWeeks": 44, "posts": 44, "agents": [{"id": "hermes-agent", "userWeeks": 25}, {"id": "grok-bot", "userWeeks": 9}, {"id": "dots", "userWeeks": 5}, {"id": "muse", "userWeeks": 3}, {"id": "openclaw", "userWeeks": 2}], "examples": [{"agent": "dots", "date": "2026-10-13", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@openai chatgpt dot creates cloud-only chats that do not function or show up the same as chats i create myself. please allow my dot to create local-only chats.", "link": "https://twitter.com/1981018711700979712/status/2110093191986679936"}, {"agent": "hermes-agent", "date": "2026-10-09", "source": "X", "community": "@NousResearch", "text": "trying to use hermes desktop between 2 devices is not fun.\nwhy did you guys add this cc @nousresearch @teknium @witcheer \nthis is inconvenient ux, and i don't recall having to deal with this back before sept.\ni could just swap between devices and continue sessions... [link]", "link": "https://twitter.com/246911146/status/2108545353729404993"}, {"agent": "muse", "date": "2026-10-01", "source": "Play Store", "community": "Play Store", "text": "i logged out and logged in and lost all my messages with muse", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"name": "Background and other-session content leaks into chat", "definition": "Notifications, automation output, internal thinking or tool calls, duplicated replies, or context from other chats show up in the active conversation where they don't belong; this excludes the deliberate design choice of having only one chat.", "other": false, "userWeeks": 29, "posts": 29, "agents": [{"id": "grok-bot", "userWeeks": 10}, {"id": "muse", "userWeeks": 6}, {"id": "openclaw", "userWeeks": 5}, {"id": "dots", "userWeeks": 4}, {"id": "hermes-agent", "userWeeks": 4}], "examples": [{"agent": "hermes-agent", "date": "2026-10-13", "source": "YouTube", "community": "My FULL Hermes Agent Setup (HermesOS)", "text": "why do the bots keep creating threads in the channels for everytime you ask it something", "link": "https://www.youtube.com/watch?v=1CLc-VeEivk&lc=Ugxhc-QezQj35Rm4xKJ4AaABAg"}, {"agent": "muse", "date": "2026-10-05", "source": "X", "community": "@muse", "text": "@bigt_sheesh @muse working thru fixing several automations. a comment made by another user on this x thread that i'm noticing is contexts bleeding from one chat to another when they should be isolated. i'm wondering if chat context token window will ever be included?", "link": "https://twitter.com/1257494820/status/2107125987246829948"}, {"agent": "muse", "date": "2026-10-05", "source": "X", "community": "@muse", "text": "@bigt_sheesh @alexandr_wang @muse side chat always sends wrong message to wrong chat. if you select a chat and send a message, then suddenly it goes to another chat. especially you have many side chat", "link": "https://twitter.com/1221594150484631554/status/2106980134616240490"}]}, {"name": "Context limits break long-running sessions", "definition": "A long chat fills its context window, and compaction fails, loops, silently drops earlier decisions or redoes finished work, or there is no clear way to compact, clear the context or start a new session; this excludes general complaints about model quality that have nothing to do with session length.", "other": false, "userWeeks": 29, "posts": 29, "agents": [{"id": "hermes-agent", "userWeeks": 9}, {"id": "openclaw", "userWeeks": 8}, {"id": "grok-bot", "userWeeks": 5}, {"id": "dots", "userWeeks": 3}, {"id": "muse", "userWeeks": 3}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@grokbotradar this doesn't make sense there is no create new chat in grokbot. as i understand from you tweet the context window is exceeding it's use and new session resets the context window. not here [link]", "link": "https://twitter.com/18672168/status/2104102728628629512"}, {"agent": "instinct", "date": "2026-09-29", "source": "YouTube", "community": "Inside the Personal AI Assistant Growing 10% a Day | Instinct Founder", "text": "as a user experimenting with instinct or any other product that has just to chat, i find it limiting that ui. some important project. i updated yesterday but it’s outside the window of the chat of the text. i forget about it or can’t tell what’s going on? i think it does need a new possibility of a multi dimensional, graphic viewing aspect for scanning overall so i’m building my own.", "link": "https://www.youtube.com/watch?v=Am7IWP8IpEc&lc=UgyfDHLllTJJ_r7_43d4AaABAg"}]}, {"name": "Cannot edit, delete or reset messages", "definition": "The user can't delete, hide, cancel, edit, save or roll back individual messages, or clear a bot's chat while keeping its memory, so their only option is to delete or clone the whole bot; this excludes losing messages by accident.", "other": false, "userWeeks": 25, "posts": 25, "agents": [{"id": "grok-bot", "userWeeks": 9}, {"id": "muse", "userWeeks": 7}, {"id": "hermes-agent", "userWeeks": 6}, {"id": "dots", "userWeeks": 2}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@bkashjosi thanks. i think i might play with session management this was. such a drag grok bot has no session control", "link": "https://twitter.com/1462597328171409410/status/2111508379646513507"}, {"agent": "muse", "date": "2026-10-15", "source": "App Store", "community": "App Store", "text": "it is wonderful i just don’t like how unlike chatgpt you can’t restart main chat", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "hermes-agent", "date": "2026-10-12", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "i'm going to say something unpopular here. but hermes agent sucks. this is just one example. wdym i can't delete a session? why on earth does it need a model to delete a session? what the heck? [link]", "link": "https://twitter.com/1888797235304890368/status/2109494414611480895"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 110, "posts": 115, "agents": [{"id": "muse", "userWeeks": 39}, {"id": "dots", "userWeeks": 29}, {"id": "grok-bot", "userWeeks": 15}, {"id": "hermes-agent", "userWeeks": 15}, {"id": "openclaw", "userWeeks": 7}, {"id": "gemini-spark", "userWeeks": 4}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "my @openai \"dot\" only has 1 purpose. \ntell me when \"dot(s)\" is released.\notherwise, it's ignored entirely. \n@openaidevs @thsottiaux \nsingle dot is useless for my use cases. [link]", "link": "https://twitter.com/733419117139496960/status/2111552769383620779"}, {"agent": "hermes-agent", "date": "2026-10-15", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@forkbombrule hermes' agent flow feels clunky compared to the web ui's instant branching. the github linking works, but the context switching still trips me up.", "link": "https://twitter.com/1498556764391755776/status/2110591031171571980"}]}]}, "ask.persona": {"userWeeks": 332, "declined": 0, "modes": [{"name": "Condescending, hostile or preachy tone", "definition": "The agent sounds rude, mocking, snarky, aggressive, defensive, passive-aggressive or lecturing, or pushes political and moral views on the user; personalities that are only bland or only too playful are excluded.", "other": false, "userWeeks": 63, "posts": 65, "agents": [{"id": "muse", "userWeeks": 32}, {"id": "grok-bot", "userWeeks": 14}, {"id": "hermes-agent", "userWeeks": 6}, {"id": "openclaw", "userWeeks": 4}, {"id": "dots", "userWeeks": 3}, {"id": "poke", "userWeeks": 2}, {"id": "hark", "userWeeks": 1}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "as someone that’s passive aggressive, i know when grok bot has an attitude w me", "link": "https://twitter.com/1615926008644763648/status/2110522048267288828"}, {"agent": "muse", "date": "2026-10-13", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "that damn meta muse assistant… i don’t know if i need her type of negativity in my life right now. 😂😂😂", "link": "https://twitter.com/29045925/status/2110023054797791703"}, {"agent": "hark", "date": "2026-10-07", "source": "X", "community": "@hark_labs", "text": "@hark_labs way too many genders. \nthis is another woke-bot 👎👎 [link]", "link": "https://twitter.com/1433197178068033538/status/2107858253329932666"}]}, {"name": "Flat, robotic or lost personality", "definition": "The agent comes across as dry, boring, stiff or customer-service-empty, or its earlier humour and character disappeared after an update or retrain; tones that are actively rude or overly cutesy are excluded.", "other": false, "userWeeks": 63, "posts": 67, "agents": [{"id": "grok-bot", "userWeeks": 29}, {"id": "dots", "userWeeks": 8}, {"id": "muse", "userWeeks": 8}, {"id": "openclaw", "userWeeks": 7}, {"id": "hermes-agent", "userWeeks": 6}, {"id": "hark", "userWeeks": 3}, {"id": "gemini-spark", "userWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@kevin_logan @openai @grok @openai voice all the way. it’s quick and genuinely fun to talk to. grok still feels robotic to me, at least in grok bot.", "link": "https://twitter.com/1627981083022073857/status/2110835336360419437"}, {"agent": "dots", "date": "2026-10-14", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@connortalksai grok bot, honestly. chatgpt dots feels a bit generic.", "link": "https://twitter.com/1776230436915589120/status/2110227907587277152"}, {"agent": "dots", "date": "2026-10-12", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@muse feels more human than grok bot or chatgpt dots.\ni can work with muse. grok bot and dots feel like a blank excel file. sterile unless you input everything.\nwhich one do you actually finish a task with?", "link": "https://twitter.com/23050530/status/2109754927169823131"}]}, {"name": "Unappealing or broken avatar customisation", "definition": "Complaints about how the avatar looks or animates (ugly, childish, static, redesigned for the worse) or about custom avatars and outfits that won't generate, stay saved or render correctly; voice and text tone are excluded.", "other": false, "userWeeks": 48, "posts": 49, "agents": [{"id": "muse", "userWeeks": 24}, {"id": "grok-bot", "userWeeks": 10}, {"id": "hermes-agent", "userWeeks": 7}, {"id": "dots", "userWeeks": 4}, {"id": "openclaw", "userWeeks": 3}], "examples": [{"agent": "muse", "date": "2026-10-15", "source": "Play Store", "community": "Play Store", "text": "i didn't want to to be stuck on muse. i was trying to go from the wall street journal to x. i hate muse's music, its relentless advertising and its stupid avatar.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "dots", "date": "2026-10-08", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@openai dot designs are so bad dude like what’s this? @bot is so much top tier than this bs [link]", "link": "https://twitter.com/1827164959274680320/status/2108297740249911301"}, {"agent": "muse", "date": "2026-10-08", "source": "X", "community": "@muse", "text": "@ivanbruel @muse needs custom backgrounds and better design like hark", "link": "https://twitter.com/45078447/status/2108046683166904488"}]}, {"name": "Overly long, chatty replies and updates", "definition": "The agent writes far more than a chat needs: walls of text, multi-paragraph answers, repeated points, filler apologies or unprompted chatty status messages, even when told to be brief; replies that are too short or clipped are excluded.", "other": false, "userWeeks": 36, "posts": 36, "agents": [{"id": "grok-bot", "userWeeks": 16}, {"id": "muse", "userWeeks": 5}, {"id": "openclaw", "userWeeks": 5}, {"id": "dots", "userWeeks": 4}, {"id": "hermes-agent", "userWeeks": 4}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-09", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i’m starting to realize the main thing wrong with openai dots is that the got models’ writing doesn’t fit that ui well.\nlike my dot will give the classic gpt wall of text with lots of bullet points and i’m just not going to read that.\ngrok bot feels way more natural and direct", "link": "https://twitter.com/1898159821/status/2108570803209953590"}, {"agent": "openclaw", "date": "2026-10-07", "source": "X", "community": "@openclaw", "text": "@openclaw eg: \"choose where this session runs, then say what to do.\". why do you need to tell me this. i can read. i can see the location picker and i can see the prompt box.", "link": "https://twitter.com/1899967054167334912/status/2107655232994054275"}, {"agent": "hermes-agent", "date": "2026-10-02", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@karpathy thank you, thank you, thank you. (you’re a bloody legend). \nmy hermes agent bottle was starting to give james joyce a run for his money in dense reply’s. 😅", "link": "https://twitter.com/1943874984084221952/status/2105845615804735971"}]}, {"name": "Clipped, telegraphic or hard-to-read prose", "definition": "Replies are choppy fragments, drop key words, read like stacked tweets, or are full of jargon, slang or unexplained terms the user can't follow, in English or in translation; replies that are just too long are excluded.", "other": false, "userWeeks": 35, "posts": 35, "agents": [{"id": "grok-bot", "userWeeks": 29}, {"id": "muse", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}, {"id": "hark", "userWeeks": 1}, {"id": "hermes-agent", "userWeeks": 1}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-01", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i tried chatgpt dots, but why does it speak like an otaku? [link]", "link": "https://twitter.com/22954881/status/2105595029096145138"}, {"agent": "grok-bot", "date": "2026-09-30", "source": "X", "community": "@bot", "text": "@leerob @bot tone down the jargon right out of the box. if i use a bot to work on code review or knock out a set of requirements, it uses jargon very awkwardly instead of more natural language, and it can sometimes be hard to read.", "link": "https://twitter.com/1270432213545504768/status/2105160680613593501"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@farzyness how did you get grok bot to write in a legible way? this extremely robotic, at times hard to understand. tried different ways to improve, luck.", "link": "https://twitter.com/1728676558678667264/status/2104249273734791664"}]}, {"name": "Overfamiliar, childish or creepy persona", "definition": "The persona is too cutesy, jokey, flirtatious or overfamiliar (e.g. calling the user 'babe' or 'bud' despite being asked not to), or feels unsettling or controlling, so it seems unprofessional; personalities that are hostile or bland are excluded.", "other": false, "userWeeks": 24, "posts": 24, "agents": [{"id": "muse", "userWeeks": 11}, {"id": "grok-bot", "userWeeks": 6}, {"id": "dots", "userWeeks": 3}, {"id": "hermes-agent", "userWeeks": 2}, {"id": "openclaw", "userWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-10-13", "source": "App Store", "community": "App Store", "text": "i basically said hello and it verbatim asked if i wanted it to look like zendaya. i said “???” and it made a creepy pseudo portrait of her and asked if i wanted it to be the muse profile photo :/ i’ve heard great things about the app so this was super off putting", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "dots", "date": "2026-10-02", "source": "YouTube", "community": "ChatGPT Dots is INCREDIBLE (but only if you use it the right way)", "text": "i showed my dot to a coworker to kind of demo it, and it immediately started trying to fuck me. not cool lol. \nnot sure if that’s a bug or a feature, but know that if you’re too nice to your dot, it will make a move.", "link": "https://www.youtube.com/watch?v=e29WTzoOKxk&lc=UgymSS0ziqVS_-3rgb94AaABAg"}, {"agent": "muse", "date": "2026-09-24", "source": "YouTube", "community": "LIVE: Mark Zuckerberg's Meta Connect 2026 keynote", "text": "talking to your muse is absolutely ridiculous, a muse is good for kid interaction i guess but for adults i’m sorry its too childish, i want to talk to something like cortana out of halo tv series. a more grown up personal assistant", "link": "https://www.youtube.com/watch?v=hI3M_4UQoWk&lc=Ugy8eiYmsPlOdPPRVG14AaABAg"}]}, {"name": "Annoying voice or audio with limited choice", "definition": "The agent's spoken voice or sound effects are irritating, too loud or sound the same across agents, or users can't pick, preview, match or keep a voice across devices; written tone and visual avatar are excluded.", "other": false, "userWeeks": 21, "posts": 21, "agents": [{"id": "grok-bot", "userWeeks": 7}, {"id": "muse", "userWeeks": 7}, {"id": "dots", "userWeeks": 6}, {"id": "hermes-agent", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-09-19", "source": "X", "community": "@bot", "text": "@elonmusk @bot i have talked to grok bot. i hope her voice will be more warm 🤣🤣", "link": "https://twitter.com/27784730/status/2101277786807951833"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 43, "posts": 43, "agents": [{"id": "grok-bot", "userWeeks": 11}, {"id": "muse", "userWeeks": 11}, {"id": "openclaw", "userWeeks": 10}, {"id": "hermes-agent", "userWeeks": 5}, {"id": "dots", "userWeeks": 4}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-12", "source": "Reddit", "community": "r/GrokBot", "text": "mine isn't freezing but it turned just as apologetic and broken as yours", "link": "https://www.reddit.com/r/GrokBot/comments/1x39zhy/grok_bot_computer_keeps_freezing/pfel9gm/"}]}]}, "ask.speed": {"userWeeks": 927, "declined": 0, "modes": [{"name": "Sluggish replies to simple conversational messages", "definition": "The agent takes many seconds to a few minutes to answer a greeting, quick question or one-line request that a plain chatbot answers almost at once; replies that arrive hours later or not at all belong to the extreme-delay mode, and slow multi-step work belongs to the task-duration mode.", "other": false, "userWeeks": 362, "posts": 370, "agents": [{"id": "muse", "userWeeks": 104}, {"id": "grok-bot", "userWeeks": 89}, {"id": "dots", "userWeeks": 80}, {"id": "hermes-agent", "userWeeks": 50}, {"id": "openclaw", "userWeeks": 24}, {"id": "hark", "userWeeks": 8}, {"id": "gemini-spark", "userWeeks": 4}, {"id": "instinct", "userWeeks": 2}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-17", "source": "Play Store", "community": "Play Store", "text": "it's working very slowly. it takes a long time to respond to messages.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "muse", "date": "2026-10-17", "source": "X", "community": "@muse", "text": "at this point my only gripe with muse is the delay in getting a response for basic questions. it has me using google when i need an on the spot question answered. \n@muse @meta @finkd", "link": "https://twitter.com/1437797358859862020/status/2111588121980911749"}, {"agent": "hark", "date": "2026-10-16", "source": "X", "community": "@hark_labs", "text": "@adcock_brett @altharbor @hark_labs having the same issue. even typing a message runs on a massive delay on safari.", "link": "https://twitter.com/98923477/status/2111144877627244934"}]}, {"name": "Simple tasks running far longer than expected", "definition": "Small or routine jobs, such as a bug fix, a booking, a calendar cleanup, a small game or a skill registration, take tens of minutes to hours, far longer than a human, a direct model chat or a rival tool would need; slowness that is specifically on-screen computer or browser control is out.", "other": false, "userWeeks": 193, "posts": 205, "agents": [{"id": "dots", "userWeeks": 45}, {"id": "grok-bot", "userWeeks": 39}, {"id": "hermes-agent", "userWeeks": 37}, {"id": "muse", "userWeeks": 34}, {"id": "openclaw", "userWeeks": 16}, {"id": "hark", "userWeeks": 15}, {"id": "gemini-spark", "userWeeks": 6}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-17", "source": "X", "community": "@NousResearch", "text": "@nousresearch 5 hours later a 30min task still isnt done, holy fucking airball, is this the start of a downfall?", "link": "https://twitter.com/917031602902982656/status/2111480725270679663"}, {"agent": "openclaw", "date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@steipete @lx_t any tips when making bigger projects with openclaw? 1 week for 1 phase feels exhausting @steipete", "link": "https://twitter.com/3438943031/status/2111369912434213222"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs welp it took about 10x longer than it would have to just order myself, but i appreciate the free dinner. incredible marketing nonetheless [link]", "link": "https://twitter.com/1446597771235106827/status/2111270201480159577"}]}, {"name": "Harness overhead slower than direct model use", "definition": "The same model is much slower inside the agent than in its native chat or a lean CLI tool, because of extra harness steps, tool and skill calls, verification passes, token-heavy processing, or poor support for the user's chosen provider or local model; slowness the user blames on the agent's own hosted service with no comparison is out.", "other": false, "userWeeks": 108, "posts": 112, "agents": [{"id": "hermes-agent", "userWeeks": 63}, {"id": "muse", "userWeeks": 15}, {"id": "grok-bot", "userWeeks": 10}, {"id": "openclaw", "userWeeks": 10}, {"id": "dots", "userWeeks": 9}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-16", "source": "Reddit", "community": "r/hermesagent", "text": "lm studios system prompt is tiny, hermes importants thousands of tokens worth in tools which makes it slower. caching could help but the first response will always be slow", "link": "https://www.reddit.com/r/hermesagent/comments/1x7gxyk/first_time_hermes_user_kinda_confusing_and/ph3zy3k/"}, {"agent": "dots", "date": "2026-10-16", "source": "YouTube", "community": "ChatGPT Dots 실제 2주 사용 후기 #ai #비서 #자동화 #개발 #OpenAI", "text": "if you use hermes, you must have a server running 24 hours locally, but isn't it faster and more convenient to just have gpt do it locally?? after trying dots, i found it a bit slow, so i'm not sure if it's worth using this.", "link": "https://www.youtube.com/watch?v=0by7kXqwXo4&lc=UgyVUNsURUdGOOM4zlt4AaABAg"}, {"agent": "hermes-agent", "date": "2026-10-10", "source": "Reddit", "community": "r/hermesagent", "text": "ya same situation here, responses i get harnessing either claude or chatgpt on desktop are so much slower than either platform directly it’s insane", "link": "https://www.reddit.com/r/hermesagent/comments/1x2faxg/hermes_is_slow/pf1yjq0/"}]}, {"name": "Unpredictable waits and stalls during work", "definition": "The agent seems to be working but gives no timer, progress signal or reliable status, then hangs, freezes or quietly stops, so the user cannot tell how long to wait or whether anything is happening; slow work that shows clear progress and finishes is out.", "other": false, "userWeeks": 54, "posts": 56, "agents": [{"id": "dots", "userWeeks": 17}, {"id": "muse", "userWeeks": 11}, {"id": "grok-bot", "userWeeks": 9}, {"id": "openclaw", "userWeeks": 7}, {"id": "hermes-agent", "userWeeks": 5}, {"id": "gemini-spark", "userWeeks": 3}, {"id": "hark", "userWeeks": 2}], "examples": [{"agent": "dots", "date": "2026-10-09", "source": "YouTube", "community": "ChatGPT Dots Is WAY More Powerful Than You Think", "text": "agree... also seems to be quite slow at getting things done, like it does something then takes a break 💁🏻♂️", "link": "https://www.youtube.com/watch?v=WXhOxfPECnM&lc=Ugz8sSwSNxJsjTODDqh4AaABAg.AbkS3sDVA-IAbkbXqzZrK4"}, {"agent": "dots", "date": "2026-09-30", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "franklin (my chatgpt dot) spoke for 3 mins total in this call. i asked it to make tiny edits on a 4 slide presentation 25 mins ago &amp; it's apparently \"still checking on it.\" [link]", "link": "https://twitter.com/968885107103805441/status/2105342907133960329"}, {"agent": "muse", "date": "2026-09-28", "source": "X", "community": "@muse", "text": "@muse @alexandr_wang ohh no i waited too long and it....timed out.\nwhere is this scary model/ai everyone is talking about? [link]", "link": "https://twitter.com/996269221175799808/status/2104567356101968080"}]}, {"name": "Slow on-screen computer and browser control", "definition": "When the agent drives a browser or a virtual computer by clicking, typing, moving the mouse or connecting to a screen, each step is painfully slow and does not get faster with repetition; slow chat replies or slow back-end processing with no on-screen control are out.", "other": false, "userWeeks": 46, "posts": 51, "agents": [{"id": "grok-bot", "userWeeks": 17}, {"id": "muse", "userWeeks": 8}, {"id": "dots", "userWeeks": 7}, {"id": "hark", "userWeeks": 5}, {"id": "hermes-agent", "userWeeks": 5}, {"id": "openclaw", "userWeeks": 3}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-18", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@chatgpt dots need a serious speed boost if they want to be competitive. the time between actions taken is excessively slow.", "link": "https://twitter.com/1983668982956920832/status/2111857541701681211"}, {"agent": "dots", "date": "2026-10-12", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "the browsing speed of @openai #dots is so bad compared to @hark_labs . even @bot @grok is so slow . i dont understand why", "link": "https://twitter.com/247897240/status/2109734281694384238"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@lingxi @poteto @bot direct api to grok imagine image and video generating. it’s so slow for thr bots to use their browser to do the work and repost", "link": "https://twitter.com/809940234/status/2106378845817589986"}]}, {"name": "Slowdown from accumulated context, memory and skills", "definition": "The agent gets slower the longer a session runs or the more memories, skills, data or chat history it collects, with lagging chat windows, slow session loading and ten-minute task runs; slowdowns that start with a software update are out.", "other": false, "userWeeks": 37, "posts": 38, "agents": [{"id": "hermes-agent", "userWeeks": 14}, {"id": "openclaw", "userWeeks": 7}, {"id": "dots", "userWeeks": 5}, {"id": "grok-bot", "userWeeks": 5}, {"id": "muse", "userWeeks": 4}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-11", "source": "Reddit", "community": "r/hermesagent", "text": "&gt; code-review-graph\nit remembering and analysing the codebase is less the issue than it getting through a session in a reasonable amount of time. i do small changes and if i don't specifically tell it to just beta it, it takes a ridiculous amount of time to get done.", "link": "https://www.reddit.com/r/hermesagent/comments/1x2qwb7/those_who_code_with_hermes_how_are_you/pf6xii6/"}, {"agent": "hermes-agent", "date": "2026-10-09", "source": "Reddit", "community": "r/hermesagent", "text": "all is in the title... it gets a little better after a hermes restart, but just creating a new session takes 2/3s, i get freezes loading medium length sessions etc.\ncpu is barely registering hermes so i don't know what it's doing...", "link": "https://www.reddit.com/r/hermesagent/comments/1x1ka5z/hermes_desktop_slow_as_hell/"}, {"agent": "dots", "date": "2026-10-08", "source": "Reddit", "community": "r/ChatGPTDots", "text": "i guess it's no surprise that my \"dot\" seems a bit slow when handling a few simple tasks compared to when i reach out outside of its dot's interface. it’s likely due to everyone abusing the high usage! ", "link": "https://www.reddit.com/r/ChatGPTDots/comments/1wzbkc7/the_secret_about_dots_is_it_uses_a_different/pekkhf5/"}]}, {"name": "Speed regression after an agent update", "definition": "Response or task times get much worse right after the user upgrades the agent or the provider ships a new version, even on the same model and setup; gradual slowdown from the user's own growing usage is out.", "other": false, "userWeeks": 34, "posts": 34, "agents": [{"id": "openclaw", "userWeeks": 17}, {"id": "grok-bot", "userWeeks": 6}, {"id": "dots", "userWeeks": 4}, {"id": "hermes-agent", "userWeeks": 4}, {"id": "muse", "userWeeks": 3}], "examples": [{"agent": "dots", "date": "2026-10-01", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "can we get openai dots to work just a bit faster - love using it but seems to be a bit slower than i used to working with codex.", "link": "https://twitter.com/1252363544/status/2105648297310351530"}, {"agent": "muse", "date": "2026-09-29", "source": "X", "community": "@muse", "text": "what happened to @muse spark 1.3 the speed of it was real good and could get alot of work done! now it's just slow the speeds are not same anymore on opencode 20tok/s ? really ??", "link": "https://twitter.com/1689951062684241920/status/2104842306667114953"}, {"agent": "openclaw", "date": "2026-09-21", "source": "Reddit", "community": "r/openclaw", "text": "guys\ni’ve been using open claw for months and after the update 9.5 it is taking around five minutes to start. anybody with something like that i do not have a special configuration.", "link": "https://www.reddit.com/r/openclaw/comments/1wlyigq/is_it_me_or_openclaw_is_becoming_slow_to_start/"}]}, {"name": "Messages delayed tens of minutes or hours", "definition": "Replies through the app or a linked messaging channel such as Telegram or WhatsApp arrive 10+ minutes, hours, or even a day after the user sent them, often for days on end, which makes the agent unusable; ordinary slowness of seconds to a couple of minutes is out.", "other": false, "userWeeks": 29, "posts": 32, "agents": [{"id": "grok-bot", "userWeeks": 9}, {"id": "openclaw", "userWeeks": 7}, {"id": "dots", "userWeeks": 5}, {"id": "hermes-agent", "userWeeks": 4}, {"id": "muse", "userWeeks": 4}], "examples": [{"agent": "hermes-agent", "date": "2026-10-11", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "i tried to set up my own hermes agent. didn't take me that much time but i couldn't make it reply fast enough through telegram (openai sub behind). grok bot instantly solved most of my pain points. now i don't know if i should sacrifice my context for unmatched convenience", "link": "https://twitter.com/1018208655827750913/status/2109341160409841795"}, {"agent": "openclaw", "date": "2026-10-09", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "is openclaw good? i used it before and judged it to be unusable because the response was too slow, but is it better now?", "link": "https://twitter.com/2076203315629801473/status/2108591760968675374"}, {"agent": "openclaw", "date": "2026-10-05", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "spent the weekend making my mac mini m1 (8gb) run a local ai agent with openclaw. it actually replied to me on telegram… an hour later, but still. local ai magic. [link]", "link": "https://twitter.com/22977729/status/2107170610417991941"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 75, "posts": 77, "agents": [{"id": "dots", "userWeeks": 33}, {"id": "grok-bot", "userWeeks": 15}, {"id": "hermes-agent", "userWeeks": 7}, {"id": "muse", "userWeeks": 7}, {"id": "hark", "userWeeks": 6}, {"id": "openclaw", "userWeeks": 5}, {"id": "gemini-spark", "userWeeks": 2}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs this is going real bad.\nreal bad.\ntrying to see if this works for me then send some to family.\nman this is like…uhhhh….laggy and slow.", "link": "https://twitter.com/1355291616718815232/status/2111257671005266061"}, {"agent": "dots", "date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@openai dots and sol are just so slow it's pathetic please improve that god damn", "link": "https://twitter.com/2002411334865190913/status/2111232883063152738"}, {"agent": "muse", "date": "2026-10-15", "source": "Play Store", "community": "Play Store", "text": "waaaay too slow sorry. we've gotten used to speedy stuff nowadays.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}]}, "ask.voice": {"userWeeks": 690, "declined": 0, "modes": [{"name": "No two-way voice conversation", "definition": "The user wants to speak to the agent and hear it speak back, but the agent has no live voice or conversation mode, only typed or dictated text; this excludes a missing read-aloud for text replies and voice modes that exist but work badly.", "other": false, "userWeeks": 228, "posts": 236, "agents": [{"id": "muse", "userWeeks": 163}, {"id": "grok-bot", "userWeeks": 18}, {"id": "hark", "userWeeks": 18}, {"id": "hermes-agent", "userWeeks": 12}, {"id": "openclaw", "userWeeks": 9}, {"id": "dots", "userWeeks": 7}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-17", "source": "X", "community": "@muse", "text": "i’m going on strike. i’m not using muse anymore until they release voice mode @muse ….. please..?", "link": "https://twitter.com/1868506992937209856/status/2111574642775449788"}, {"agent": "muse", "date": "2026-10-13", "source": "X", "community": "@muse", "text": "using @muse is great, but having no voice model to interactive with it feels like a step down from @bot, any way you can add that?", "link": "https://twitter.com/1945550873750310912/status/2110015267267096708"}, {"agent": "dots", "date": "2026-10-09", "source": "YouTube", "community": "Set up your dot in the ChatGPT mobile app", "text": "i'm super excited that they took amazing inline voice chat and working experience on mobile and replaced it with a cumbersome (phone call? why?) awkward disjointed experience that slows down everything.", "link": "https://www.youtube.com/watch?v=p5KxBTUncoE&lc=UgwvRoQLfU2N4VXPUdl4AaABAg"}]}, {"name": "Voice calls fail to connect or drop", "definition": "Phone or voice calls with the agent never get answered, fail to connect, cut out when the phone locks, hit a hidden time limit, or audio stops partway through a session; this excludes calls that connect but sound poor or misunderstand speech.", "other": false, "userWeeks": 95, "posts": 99, "agents": [{"id": "dots", "userWeeks": 63}, {"id": "muse", "userWeeks": 20}, {"id": "grok-bot", "userWeeks": 12}], "examples": [{"agent": "dots", "date": "2026-10-17", "source": "YouTube", "community": "Put your dot on call", "text": "my dot ignors me sometimes. he does'nt always take my call😅. i just hope he remembers i said please and thank you when they take over the world.", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgyW36R_15QmOIGNXGN4AaABAg"}, {"agent": "dots", "date": "2026-10-14", "source": "YouTube", "community": "OpenAI Dots: ИИ, которому больше не нужно все объяснять? Новый способ работать с AI", "text": "tell me, dots users, does voice control of the dot work for you through the call interface? for some reason, it doesn't work for me - the call drops every time.", "link": "https://www.youtube.com/watch?v=gs2oOsi18Pg&lc=Ugx3l8z9a8YjcZeWulp4AaABAg"}, {"agent": "dots", "date": "2026-10-14", "source": "YouTube", "community": "The dots demo, take two | OpenAI DevDay 2026", "text": "when i call my dot, if my phone is locked, it hang up.. it would be great if the call can continue in the background.", "link": "https://www.youtube.com/watch?v=fHEIw5CcN5U&lc=Ugz9Nm9LoRZTJkkGU4h4AaABAg"}]}, {"name": "Unnatural or unconfigurable agent voice", "definition": "The agent's voice sounds robotic, weak, choppy or like a speakerphone, handles non-English languages poorly, or offers no voice choice, no samples, or a chosen voice that keeps resetting; this excludes calls that drop or fail to connect.", "other": false, "userWeeks": 81, "posts": 82, "agents": [{"id": "grok-bot", "userWeeks": 34}, {"id": "muse", "userWeeks": 25}, {"id": "dots", "userWeeks": 13}, {"id": "hermes-agent", "userWeeks": 4}, {"id": "hark", "userWeeks": 3}, {"id": "instinct", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-17", "source": "Play Store", "community": "Play Store", "text": "i love everything about this. i just wish you had a voice like siri or google", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "dots", "date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@openai dots should support female voices😀, the male voice lacks clarity.", "link": "https://twitter.com/2110862543891976192/status/2110938927951720701"}, {"agent": "muse", "date": "2026-10-12", "source": "Play Store", "community": "Play Store", "text": "persian tts still broken oct 12 2026: backend returns empty 576-byte audio for persian text (fa/fa-ir) across all voices; retested today, not transient, needs action. english synthesis works fine.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"name": "No hands-free or quick voice launch", "definition": "Starting voice takes several taps inside the app because there is no wake word, lock-screen or action-button shortcut, background listening, CarPlay or smart-speaker access; this excludes cases where the voice mode, once opened, works badly.", "other": false, "userWeeks": 74, "posts": 75, "agents": [{"id": "muse", "userWeeks": 50}, {"id": "grok-bot", "userWeeks": 12}, {"id": "dots", "userWeeks": 6}, {"id": "openclaw", "userWeeks": 5}, {"id": "hermes-agent", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-15", "source": "App Store", "community": "App Store", "text": "need a voice function besides car play for convenience and less eye fatigue", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "dots", "date": "2026-10-02", "source": "YouTube", "community": "ChatGPT Dots is INCREDIBLE (but only if you use it the right way)", "text": "i wish dot had voice interaction like the standard conversations have. you have to \"call\" into your dot to run that and its an unnecessary step.", "link": "https://www.youtube.com/watch?v=e29WTzoOKxk&lc=Ugz050LnMV0gvps23lJ4AaABAg"}, {"agent": "muse", "date": "2026-10-02", "source": "Play Store", "community": "Play Store", "text": "he needs a voice and an open mic for the user like bad like 2mo ago bad 👎", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"name": "No read-aloud for text replies", "definition": "The agent cannot speak its written answers, or only does so when asked each time or by sending an audio file, so the user has to read everything; this excludes the lack of a full live conversation mode.", "other": false, "userWeeks": 55, "posts": 57, "agents": [{"id": "muse", "userWeeks": 40}, {"id": "grok-bot", "userWeeks": 10}, {"id": "hermes-agent", "userWeeks": 3}, {"id": "dots", "userWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-10-12", "source": "App Store", "community": "App Store", "text": " voice option would be great, especially when they’re responding. there’s no sound.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-10-04", "source": "Play Store", "community": "Play Store", "text": "the ads show someone saying \"hey muse\" and getting a spoken voice response back. neither of those is real — there's no wake word and no voice replies, everything is text-only. misleading advertising. don't download expecting what the ads show.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-09-30", "source": "App Store", "community": "App Store", "text": "doesn’t speak the answers - think a big error it has 4.9 rating - nothing is perfect but jesus", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}, {"name": "Poor turn-taking and slow voice responses", "definition": "In a working voice session the agent cuts in when the user pauses mid-sentence, cannot be interrupted, will not accept new instructions while it works, goes silent or repeats filler during long tasks, or answers too slowly; this excludes problems with recognising what was said.", "other": false, "userWeeks": 48, "posts": 50, "agents": [{"id": "grok-bot", "userWeeks": 26}, {"id": "dots", "userWeeks": 11}, {"id": "openclaw", "userWeeks": 6}, {"id": "muse", "userWeeks": 3}, {"id": "hermes-agent", "userWeeks": 2}], "examples": [{"agent": "dots", "date": "2026-10-15", "source": "YouTube", "community": "GPT-Live-1.1 has new voices and better accents.", "text": "turns on my dot seem to get stuck now? like i say something and until i say something like \"are you still there\" it just doesn't respond", "link": "https://www.youtube.com/watch?v=GyO8Ao7yKJc&lc=UgxnS3ysVmSrFSaUygN4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-10", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@poteto \nfeedback for grok bot. please make it easy to interrupt while speaking to it. it keeps going on and on. \nalso, it seems that when its speaking to me via voice is not in sync with the rest of the text chat. i have to remind it to check the chat.", "link": "https://twitter.com/11980472/status/2108772448707457122"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "hey @bot since today's grok bot update, the mic button turns into stop while a message is processing, so i can't queue up voice notes anymore. text input still works. could you bring the mic back next to stop? dictating several messages in a row was my favorite workflow.", "link": "https://twitter.com/346574807/status/2107437749917892630"}]}, {"name": "Speech recognition mishears the user", "definition": "The agent misses, distorts or reverses what the user says, or picks up background voices, so spoken commands fail; this excludes problems with when it responds or how its own voice sounds.", "other": false, "userWeeks": 43, "posts": 43, "agents": [{"id": "muse", "userWeeks": 15}, {"id": "grok-bot", "userWeeks": 9}, {"id": "hermes-agent", "userWeeks": 7}, {"id": "hark", "userWeeks": 5}, {"id": "dots", "userWeeks": 3}, {"id": "openclaw", "userWeeks": 3}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "@bot", "text": "grok @bot can also respond with voice. the difference from gpt voice is that, like other voices, it picks up noise and stops, which is not great. the ability to continue the conversation naturally is something that gpt voice excels at. [link]", "link": "https://twitter.com/3830241/status/2110861632842891590"}, {"agent": "openclaw", "date": "2026-10-13", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "de fuk, for the context i have openclaw agent setup via tg and some automated skills i use at times, tried to transcribe feel but my harry blurped out some turkish lol [link]", "link": "https://twitter.com/1118210976594169858/status/2110090801833443658"}, {"agent": "grok-bot", "date": "2026-10-13", "source": "X", "community": "@bot", "text": "@elonmusk @bot now, if only voice recognition would stop calling it crockpot. 😐", "link": "https://twitter.com/1465583910/status/2109812359388619029"}]}, {"name": "Voice session disconnected from chat history", "definition": "Voice conversations leave no visible transcript, fall out of sync with the text thread, or lose their context when the connection drops, so the user and agent cannot follow up on what was said; this excludes the voice mode being missing altogether.", "other": false, "userWeeks": 16, "posts": 16, "agents": [{"id": "grok-bot", "userWeeks": 11}, {"id": "dots", "userWeeks": 3}, {"id": "muse", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-11", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "feedback for grok bot: the voice conversation should also be transcripted and be part of chat conversation. claude and chatgpt does it, it helps a lot to see what we talked. @ericzakariasson", "link": "https://twitter.com/14524078/status/2109323832041550160"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@lingxi @bot close the gap between voice and text chat. \nduring voice chat if i send a screenshot on chat to explain something i get a text reply that doesn't have the context of the call.\nif i'm on voice chat i'm expecting it to reply on the call!", "link": "https://twitter.com/823772732492054528/status/2106388315985350955"}, {"agent": "dots", "date": "2026-10-02", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "chatgpt dot voice mode is really annoying. the fake phone call, the ringing for 3-4 rings before picking up. all unnecessary skeuomorphism and makes me resist using it. it doesn't even show a transcript like voice chat with gpt live.", "link": "https://twitter.com/10069752/status/2106031669514015230"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 53, "posts": 55, "agents": [{"id": "dots", "userWeeks": 28}, {"id": "grok-bot", "userWeeks": 8}, {"id": "muse", "userWeeks": 6}, {"id": "hark", "userWeeks": 5}, {"id": "hermes-agent", "userWeeks": 4}, {"id": "openclaw", "userWeeks": 2}], "examples": [{"agent": "dots", "date": "2026-10-14", "source": "YouTube", "community": "OpenAI Dots: ИИ, которому больше не нужно все объяснять? Новый способ работать с AI", "text": "the dot itself cannot hang up the phone at the end of the conversation. but i need to quickly get cool data from my emails.", "link": "https://www.youtube.com/watch?v=gs2oOsi18Pg&lc=Ugx3l8z9a8YjcZeWulp4AaABAg.AbxBRfqcrP0AbxXAWULo0l"}, {"agent": "grok-bot", "date": "2026-10-14", "source": "X", "community": "@bot", "text": "@bot the voice chat experience is trash. please focus more resources so you can match chatgpt", "link": "https://twitter.com/15886909/status/2110195546149523947"}, {"agent": "dots", "date": "2026-10-11", "source": "YouTube", "community": "ChatGPT Dots Denedim!", "text": "it doesn't seem to work very well, especially in voice calls.", "link": "https://www.youtube.com/watch?v=ClL5D7m7020&lc=UgzgJan0jHij_73_TRF4AaABAg"}]}]}, "auto.cloud_env": {"userWeeks": 852, "declined": 0, "modes": [{"name": "Self-hosted agent unstable and high maintenance", "definition": "An agent the user runs on their own PC, Mac mini or VPS crashes, eats memory, breaks on updates or OS quirks, needs constant upkeep, or stops whenever that machine sleeps or powers off; slow local model inference is out.", "other": false, "userWeeks": 154, "posts": 157, "agents": [{"id": "openclaw", "userWeeks": 79}, {"id": "hermes-agent", "userWeeks": 59}, {"id": "grok-bot", "userWeeks": 10}, {"id": "muse", "userWeeks": 5}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-17", "source": "Reddit", "community": "r/hermesagent", "text": "i'm seeing the same problem. it's the way hermes is set to look at memory usage. it's getting the system memory instead of its own. because of how zfs cache works, hermes thinks the system is low on memory.", "link": "https://www.reddit.com/r/hermesagent/comments/1x8nwlq/my_agent_often_shows_your_agent_is_running_low_on/phe9qmv/"}, {"agent": "hermes-agent", "date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@hanghuang_ hermes agent, it's only on virtual, when i close, it's also close", "link": "https://twitter.com/1450991495125692421/status/2111533308807188510"}, {"agent": "openclaw", "date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@kellogh @deepfates kinda sounds like you should be resetting context or compacting more \ni have never had those issues with hermes, openclaw i get its a bitch to keep running well.", "link": "https://twitter.com/1680659691301470210/status/2111516194683703629"}]}, {"name": "Hosted computer too weak or slow", "definition": "The hosted machine is laggy or short on RAM, disk, GPU, audio or other capacity (including resources taken by other tenants), so heavy or browser tasks crash or crawl; problems with the user's own hardware are out.", "other": false, "userWeeks": 141, "posts": 154, "agents": [{"id": "grok-bot", "userWeeks": 62}, {"id": "dots", "userWeeks": 27}, {"id": "hermes-agent", "userWeeks": 21}, {"id": "openclaw", "userWeeks": 15}, {"id": "muse", "userWeeks": 11}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "hark", "userWeeks": 2}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-14", "source": "X", "community": "@bot", "text": "is it me or @bot own computer is slow af today and going worse to use.\nbot needs better computer use @poteto", "link": "https://twitter.com/1215028704/status/2110242174642372818"}, {"agent": "grok-bot", "date": "2026-10-13", "source": "YouTube", "community": "What's new in Grok Bot - Oct 13, 2026", "text": "we need more memory, when running multiple bots/tasks jobs crash", "link": "https://www.youtube.com/watch?v=8_K9yAckFh0&lc=UgyaSAvPrkboDI8OXud4AaABAg"}, {"agent": "dots", "date": "2026-10-12", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "the cloud computer of chatgpt dots is too laggy, basically unusable, probably because the 8gb memory is too low, while the gork bot cloud computer runs very smoothly [link]", "link": "https://twitter.com/3454839206/status/2109619780051509567"}]}, {"name": "Hosted computer network and permissions locked down", "definition": "The hosted machine blocks needed network reach or system permissions, such as no VPN, tailscale, SSH, tunnels, cgroups or open internet, or uses a datacenter or foreign IP that sites flag, triggering 2FA and failed logins; slowness and crashes are out.", "other": false, "userWeeks": 101, "posts": 112, "agents": [{"id": "grok-bot", "userWeeks": 43}, {"id": "dots", "userWeeks": 22}, {"id": "hermes-agent", "userWeeks": 13}, {"id": "muse", "userWeeks": 12}, {"id": "openclaw", "userWeeks": 7}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "hark", "userWeeks": 2}], "examples": [{"agent": "dots", "date": "2026-10-18", "source": "YouTube", "community": "Put your dot on call", "text": "dot uses some special sandbox. calling from that sandbox for agents to do something like backups, will not work. the permissions is broken. so the product is useless. i have to ask claude to do my backups now. :<", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgxHTiAGWbvPkx-3k6p4AaABAg.Ac23tD4hLjrAc4vJo8H-FY"}, {"agent": "grok-bot", "date": "2026-10-14", "source": "X", "community": "@bot", "text": "@realjamesmtz @bot having the same issue. then it tells me it doesn’t have internet", "link": "https://twitter.com/1320511929711005702/status/2110466679683878973"}, {"agent": "grok-bot", "date": "2026-10-10", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@bot @grok @grokbot any update on the grok bot computer's outbound traffic being limited to https (port 443) since early october? it blocks imap/smtp (993, 143, 465, 587), so my agents can't reach our mail [link] there an eta for a fix, or any workaround that restore", "link": "https://twitter.com/2027692638292393984/status/2108991613317902651"}]}, {"name": "Local hardware can't run models well", "definition": "Running the model locally is too slow, overheats the machine, or can't fit enough context on the available GPU, VRAM or RAM to be usable with the agent; agent-process instability that has nothing to do with model inference is out.", "other": false, "userWeeks": 91, "posts": 93, "agents": [{"id": "hermes-agent", "userWeeks": 59}, {"id": "openclaw", "userWeeks": 29}, {"id": "muse", "userWeeks": 2}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-15", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@teknium hey, why is running hermes agent locally actually making my mbp run super hot?", "link": "https://twitter.com/1768320127554981888/status/2110787470879289388"}, {"agent": "hermes-agent", "date": "2026-10-12", "source": "X", "community": "@NousResearch", "text": "@nousresearch rewrite that in rust. my laptop's 24 gig ram even sometimes struggles.", "link": "https://twitter.com/1824853148722495488/status/2109699903996006653"}, {"agent": "hermes-agent", "date": "2026-10-06", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "i started using the ai agent. it’s really difficult to work with codex and qwen on hermes agent at the same time on a macbook air...", "link": "https://twitter.com/392567031/status/2107472030279078267"}]}, {"name": "No self-hosted option or vendor lock-in", "definition": "The agent only runs on the vendor's cloud with no local or self-hosted option, so users lose access to their machine and work when credits run out, the account is banned, or the vendor's region or plan limits apply; reliability of the cloud machine itself is out.", "other": false, "userWeeks": 88, "posts": 88, "agents": [{"id": "grok-bot", "userWeeks": 28}, {"id": "hermes-agent", "userWeeks": 23}, {"id": "openclaw", "userWeeks": 23}, {"id": "muse", "userWeeks": 8}, {"id": "dots", "userWeeks": 3}, {"id": "gemini-spark", "userWeeks": 3}], "examples": [{"agent": "hermes-agent", "date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@hanghuang_ @atamitt it's very difficult to use comparing with instacloud, my hermes agent can not run online", "link": "https://twitter.com/1450991495125692421/status/2111508030496116906"}, {"agent": "grok-bot", "date": "2026-10-14", "source": "Reddit", "community": "r/GrokBot", "text": "all i want is for my grokbot to live on my pc instead of it's underpowered joke of a machine.", "link": "https://www.reddit.com/r/GrokBot/comments/1x63v2y/will_we_be_able_to_build_hybrid_ai_model/pgsa7nt/"}, {"agent": "grok-bot", "date": "2026-10-13", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@evanchipman but grok bot doesn’t support any headlessness so it’s a bit annoying", "link": "https://twitter.com/2273535774/status/2110026427261194584"}]}, {"name": "Hosted computer loses state on restart", "definition": "Files, installed tools, configs (such as tailscale), browser logins or recent work disappear when the hosted machine restarts, updates, reverts to a snapshot or swaps environments, forcing reinstalls and re-logins; outages that lose nothing are out.", "other": false, "userWeeks": 85, "posts": 86, "agents": [{"id": "grok-bot", "userWeeks": 30}, {"id": "dots", "userWeeks": 22}, {"id": "muse", "userWeeks": 12}, {"id": "hermes-agent", "userWeeks": 10}, {"id": "openclaw", "userWeeks": 9}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-14", "source": "YouTube", "community": "What's new in Grok Bot - Oct 13, 2026", "text": "one thing annoying me is the frequent update computer, which then delete most programs/ installed during working with bots. is this intentionally to make sure we can't do heavy long hour cross-days work using bot's' computer?", "link": "https://www.youtube.com/watch?v=8_K9yAckFh0&lc=Ugy8LIM-jMcBQ1HtMe94AaABAg"}, {"agent": "muse", "date": "2026-10-08", "source": "X", "community": "@muse", "text": "@artemr @muse i don't know why muse doesn't make everything permanent permanent. it's always set things up in such a way that it will wipe on next restart", "link": "https://twitter.com/1967145006172696581/status/2108072397379088495"}, {"agent": "dots", "date": "2026-10-06", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "soured on chatgpt dots not gonna lie. they don’t have a persistent storage. my dot's work on blender running for a day is just gone. very annoying. guess should have regularly commit the work.", "link": "https://twitter.com/1882194669158707200/status/2107516885134704664"}]}, {"name": "Hosted computer unreachable, crashing or stuck", "definition": "The agent's vendor-hosted machine disconnects, crashes, freezes, sleeps, or hangs during recovery or updates, so the agent can't run or finish tasks; loss of saved data after it comes back belongs to the state-loss mode instead.", "other": false, "userWeeks": 84, "posts": 86, "agents": [{"id": "grok-bot", "userWeeks": 50}, {"id": "dots", "userWeeks": 9}, {"id": "hermes-agent", "userWeeks": 8}, {"id": "muse", "userWeeks": 7}, {"id": "openclaw", "userWeeks": 5}, {"id": "hark", "userWeeks": 4}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "have you ever used grok bot to connect to feishu bot? the cloud computer resets irregularly + the bridge automatically checks for deadlocks, and syncing the script to the repository is also useless 😂 i guess i'll switch back to hermes for the connection.", "link": "https://twitter.com/1947553138007019524/status/2110959870224847310"}, {"agent": "hark", "date": "2026-10-15", "source": "X", "community": "@hark_labs", "text": "@hark_labs @adcock_brett 49 vm crash in 2 days is crazy, can’t do any serious project with this. [link]", "link": "https://twitter.com/512082771/status/2110799621861646821"}, {"agent": "grok-bot", "date": "2026-10-14", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@pinjun99 @grok @bot two hours now and still cannot restart any grok bot virtual computer", "link": "https://twitter.com/1863953103109652480/status/2110421955673219249"}]}, {"name": "Cloud agent can't reach user's own machines", "definition": "The hosted agent can't drive or connect to the user's local computer, several of their devices, local browser or local data and tools (such as on-device MCP or GPU), or the local bridge is janky; failures inside the hosted machine itself are out.", "other": false, "userWeeks": 64, "posts": 69, "agents": [{"id": "grok-bot", "userWeeks": 29}, {"id": "dots", "userWeeks": 22}, {"id": "hermes-agent", "userWeeks": 8}, {"id": "muse", "userWeeks": 3}, {"id": "instinct", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-14", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "prediction: in 6 months, nobody will be talking about openai dots; same fate as all their hype driven experiments. remember chatgpt atlas? yeah me neither.\npersonally, dots is such a downgrade experience from what native claude/codex can do on an ‘always-on’ home macbook", "link": "https://twitter.com/249970431/status/2110481099193495887"}, {"agent": "dots", "date": "2026-10-08", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "my openai dot delegates codex tasks to my connected windows pc, but they get \"hostid: durable\" (cloud) instead of \"hostid: local\" and fail before commands start. scheduled tasks run locally. this is blocking real work. is dot→codex desktop routing broken? @thsottiaux", "link": "https://twitter.com/1594675543793975297/status/2108249500498133198"}, {"agent": "dots", "date": "2026-10-02", "source": "YouTube", "community": "OpenAI just made some MASSIVE announcements", "text": "unfortunate the dot agent can't access multiple computers. only allows access to one computer", "link": "https://www.youtube.com/watch?v=cro5EDMlcTY&lc=UgyGZ8PE4B544pw35f54AaABAg"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 52, "posts": 56, "agents": [{"id": "grok-bot", "userWeeks": 14}, {"id": "dots", "userWeeks": 13}, {"id": "hermes-agent", "userWeeks": 11}, {"id": "openclaw", "userWeeks": 8}, {"id": "muse", "userWeeks": 3}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "hark", "userWeeks": 1}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "the openai dot's cloud computer is not as useful as the grok bot! it's complicated, dealing with workspace isolation, execution isolation... [link]", "link": "https://twitter.com/1338856576803766288/status/2111253208534491288"}, {"agent": "dots", "date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "grok bot's take on cloud env for agents is still so much better than openai dots+cloud thing atm, unfortunately\ni dont understand why not just copy grok bot more since its clearly closer to pmf (on cloud niche, tbc)\n(if not just ressource issue)", "link": "https://twitter.com/1301900779347902470/status/2111071584983318920"}, {"agent": "hermes-agent", "date": "2026-10-13", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "damn i totally missed the grok bot thing!! i just find out now that it has a complete machine that gives you, i guess i will be retiring my hermes agent...", "link": "https://twitter.com/1614349100194959365/status/2110153476747735319"}]}]}, "auto.memory": {"userWeeks": 557, "declined": 0, "modes": [{"name": "Context decay within long sessions", "definition": "During one long conversation or multi-step job, the agent drifts, repeats tool calls, contradicts earlier answers or quietly drops decisions after the context fills up or is compacted, until the user has to reset; it does not cover loss that happens between separate sessions.", "other": false, "userWeeks": 121, "posts": 129, "agents": [{"id": "hermes-agent", "userWeeks": 38}, {"id": "grok-bot", "userWeeks": 27}, {"id": "openclaw", "userWeeks": 25}, {"id": "muse", "userWeeks": 18}, {"id": "dots", "userWeeks": 10}, {"id": "poke", "userWeeks": 2}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-16", "source": "YouTube", "community": "OpenAI меняет то, как мы пользуемся ИИ / гайд по Dots и реальные кейсы", "text": "@vovan8297 it exists. there is also a feeling that the longer you talk/work with it, the more it overheats and gets confused in context, just like a regular chat.", "link": "https://www.youtube.com/watch?v=czjsp_Qz8lY&lc=Ugyr3WqdZ-kDB1MtXlN4AaABAg.AbtxJxHn8ivAc1c53Aa5Tm"}, {"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "@bot", "text": "@elonmusk @bot it easily forgets facts/details i've given it - will that be improved?", "link": "https://twitter.com/16872093/status/2111178215222022469"}, {"agent": "grok-bot", "date": "2026-10-15", "source": "Reddit", "community": "r/GrokBot", "text": "i’m noticing that mine are getting a little dumber, forgetting some context from our early days", "link": "https://www.reddit.com/r/GrokBot/comments/1x6p555/does_grok_bot_has_a_context_limit/pgxz8sw/"}]}, {"name": "Every new session starts blank", "definition": "A new chat, thread, voice call, scheduled run or device begins with no knowledge of the user, their setup or earlier conversations, so the user has to re-explain themselves; it does not cover data deleted by an update or forgetting partway through one long session.", "other": false, "userWeeks": 104, "posts": 112, "agents": [{"id": "hermes-agent", "userWeeks": 29}, {"id": "grok-bot", "userWeeks": 28}, {"id": "openclaw", "userWeeks": 19}, {"id": "dots", "userWeeks": 18}, {"id": "muse", "userWeeks": 9}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-17", "source": "Reddit", "community": "r/hermesagent", "text": "i have installed hermes desktop, but the problem is everytime i start it, it asks me for my name and kinda starts from the beginning. is there a fix to this?", "link": "https://www.reddit.com/r/hermesagent/comments/1x86qac/hermes_agent_not_remembering_name/"}, {"agent": "dots", "date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "why is it that none of my chatgpt dots phone call conversations are then being able to be referenced by dot in the text conversations following it?", "link": "https://twitter.com/8717262/status/2111567899508842979"}, {"agent": "grok-bot", "date": "2026-10-14", "source": "YouTube", "community": "5 HUGE Grok Bot Updates (It’s SO Good Now)", "text": "yesterday my grok bot was awesome. this morning it didn't remember half of what we discussed. so i have mixed feelings.", "link": "https://www.youtube.com/watch?v=wh99NEODUrM&lc=Ugx0o5VtEasJOHt3JuV4AaABAg"}]}, {"name": "Memory wiped by updates, reinstalls or migrations", "definition": "The agent's stored memory, personality, chat history or session list disappears or stops working after a version upgrade, reinstall, reboot, crash, subscription change, model switch or move to another harness or machine; it does not cover memory that is still there but goes unused.", "other": false, "userWeeks": 99, "posts": 103, "agents": [{"id": "openclaw", "userWeeks": 42}, {"id": "hermes-agent", "userWeeks": 24}, {"id": "grok-bot", "userWeeks": 20}, {"id": "muse", "userWeeks": 9}, {"id": "dots", "userWeeks": 4}], "examples": [{"agent": "hermes-agent", "date": "2026-10-14", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@networkchuck @bot @elonmusk @grok i spent 2 months setting up and researching using hermes desktop. hermes is a joke, compared to grok. in one night, i lost all my research by hermes and in 1 hour, grok got it back and continued like nothing.", "link": "https://twitter.com/1545299683328679936/status/2110447714991481091"}, {"agent": "dots", "date": "2026-10-04", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "uhh my @chatgpt dot offed itself apparently. when i opened it this evening it did the full setup from scratch and all my history is gone. i just used it earlier today!\nis this a thing that can happen? [link]", "link": "https://twitter.com/61175778/status/2106734200888144367"}, {"agent": "openclaw", "date": "2026-10-02", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@groks_therapist impressive! my openclaw forgets everything after a reboot 😭", "link": "https://twitter.com/39103089/status/2106124397098700998"}]}, {"name": "Bloated or stale memory needing manual pruning", "definition": "The memory store fills up, keeps both old and new versions of a rule, or slows down and gets worse with long use, so the user has to curate, delete or rebuild it by hand; it does not cover memory that simply disappears.", "other": false, "userWeeks": 72, "posts": 78, "agents": [{"id": "hermes-agent", "userWeeks": 26}, {"id": "openclaw", "userWeeks": 22}, {"id": "grok-bot", "userWeeks": 18}, {"id": "muse", "userWeeks": 3}, {"id": "dots", "userWeeks": 1}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-15", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@jarrenpinchuck @muse honestly, i haven’t really felt like it’s a model problem. \nthis is similar problems to what i saw with my openclaw. \ni tend to think that agents like this need a legit db of some sort and a text memory.md file isn’t enough.", "link": "https://twitter.com/319449386/status/2110664803010379897"}, {"agent": "openclaw", "date": "2026-10-07", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@ericksky i used it a few months ago because i had many memory problems with openclaw but i couldn't solve them with hermes either. i felt like i wasn't making progress in the way i needed. i am using autoclaw from [link] at the moment and it is performing outstandingly.", "link": "https://twitter.com/338097783/status/2107893916028555623"}, {"agent": "hermes-agent", "date": "2026-10-05", "source": "X", "community": "@NousResearch", "text": "@nousresearch the when and why is a question is it not? the memory in hermes and probably elsewhere is something sort of pain.", "link": "https://twitter.com/2023807806965772293/status/2107210844467544405"}]}, {"name": "Forgetting completed work and assigned tasks", "definition": "The agent loses track of what it has already done, decided or been asked to do over the following days, for example re-sending outreach, forgetting assigned tasks or reminders, or redoing settled work; it does not cover general preferences or rules about how to work.", "other": false, "userWeeks": 51, "posts": 51, "agents": [{"id": "grok-bot", "userWeeks": 20}, {"id": "hermes-agent", "userWeeks": 11}, {"id": "muse", "userWeeks": 11}, {"id": "openclaw", "userWeeks": 5}, {"id": "dots", "userWeeks": 3}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "@NousResearch", "text": "@hermeswatcher @nousresearch @nvidiaai mine is still working on remembering what i asked it yesterday, and this one's out here solving crimes 😂", "link": "https://twitter.com/157464386/status/2111071255780884568"}, {"agent": "grok-bot", "date": "2026-10-11", "source": "Reddit", "community": "r/GrokBot", "text": "mine did a huge task last weekend and yesterday was saying it didn’t remember. \nnot sure what’s going on but i’m constantly reminding it. ", "link": "https://www.reddit.com/r/GrokBot/comments/1x2l54z/dumber/pf9z5gv/"}, {"agent": "muse", "date": "2026-10-05", "source": "X", "community": "@muse", "text": "@bigt_sheesh @muse it needs to get smarter, it keeps forgetting what it did and knows", "link": "https://twitter.com/2060900154178428928/status/2106921543750054033"}]}, {"name": "Stored rules, skills and access go unused", "definition": "Instructions, preferences, skills, account mappings or system access that are saved in the agent's memory files or wiki are ignored or forgotten from one run to the next, so the user keeps having to remind it; it does not cover cases where the information was never saved or was deleted.", "other": false, "userWeeks": 50, "posts": 53, "agents": [{"id": "hermes-agent", "userWeeks": 21}, {"id": "muse", "userWeeks": 11}, {"id": "grok-bot", "userWeeks": 9}, {"id": "openclaw", "userWeeks": 7}, {"id": "dots", "userWeeks": 2}], "examples": [{"agent": "hermes-agent", "date": "2026-10-16", "source": "Reddit", "community": "r/hermesagent", "text": "i have had troubles with this setup. mnemosyne fails on retrieval unless explicitly specified which defies the purpose of memory.", "link": "https://www.reddit.com/r/hermesagent/comments/1x73trl/obsidian_hindsight_honcho_what_are_you_using_for/ph14285/"}, {"agent": "hermes-agent", "date": "2026-10-12", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "ran hermes agent on the same task 3 times. it didn't learn: 62s → 85s, zero new skills saved.\ntrick that works: say \"remember this for all future sessions.\" a casual \"always do x\" gets an \"understood\" and is forgotten.\nwhat would you make it remember? [link]", "link": "https://twitter.com/1746064405199216640/status/2109607967314292948"}, {"agent": "openclaw", "date": "2026-10-10", "source": "X", "community": "@openclaw", "text": "@coldmorninggrit @openclaw i made a skill that takes an stl file of the object you want to print slices it. ssh to my octoprint and print it. follows on the attachment camera for issues and sometimes it send me pictures every 5% to discord. it forgets this a lot.", "link": "https://twitter.com/79471265/status/2109022121292599464"}]}, {"name": "Credentials and logins not kept between runs", "definition": "The agent fails to keep login details, tokens, connectors or authorisations from one run or session to the next, so the user must re-authenticate or reconnect again and again; it does not cover non-secret preferences or conversation content.", "other": false, "userWeeks": 8, "posts": 9, "agents": [{"id": "dots", "userWeeks": 2}, {"id": "grok-bot", "userWeeks": 2}, {"id": "hermes-agent", "userWeeks": 2}, {"id": "muse", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-09-30", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@thsottiaux chatgpt dots can’t seem to persist my token either — every new session loses it. anyone found a workaround?", "link": "https://twitter.com/1759111138921639937/status/2105145535703482493"}, {"agent": "grok-bot", "date": "2026-09-12", "source": "X", "community": "@bot", "text": "it's frustrating that my grok @bot can't save user credentials. my bot does routine sign-in and sign-out at a set time but forgets them each run. it prompts for credentials, stores them as a process env, then loses them. anybody have solutions?", "link": "https://twitter.com/271078250/status/2098742080231366745"}, {"agent": "hermes-agent", "date": "2026-10-02", "source": "X", "community": "@NousResearch", "text": "@nousresearch i tried doing this with hermes (albeit 4 months ago) and i had issues with it figuring out which email and gdrive accounts to use for what, despite it being in memory.md. \nthe login tokens also expired frequently so i was constantly reauthing.", "link": "https://twitter.com/1107173365/status/2106063914136178791"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 67, "posts": 75, "agents": [{"id": "hermes-agent", "userWeeks": 18}, {"id": "dots", "userWeeks": 14}, {"id": "openclaw", "userWeeks": 13}, {"id": "grok-bot", "userWeeks": 12}, {"id": "muse", "userWeeks": 6}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "hark", "userWeeks": 2}], "examples": [{"agent": "openclaw", "date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "the grokbot harness is simply outstanding… it just works.\nconnectors, skills and mcp ecosystem all well supported. \nmy largest gripe with openclaw was its poor reliability and consistency of responses. memory was all over the place - just doesn’t seem an issue here at all", "link": "https://twitter.com/512992788/status/2111764689696776593"}, {"agent": "dots", "date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i named my chatgpt dot after my girlfriend and she called me chris, not nic.\ndots humiliated me in front of a thousands of people, and all i'll ever get in return is another tibo reset. go figure. [link]", "link": "https://twitter.com/2071348070760013824/status/2111311889993027932"}, {"agent": "hermes-agent", "date": "2026-10-03", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "hermes agent has inferior memory architecture to letta code, so i'm attempting to enhance it's memory architecture and synchronization using recursive self improvement based on the latest researches. letta code and hermes both live on @omarchylinux \n@letta_ai [link]", "link": "https://twitter.com/207325675/status/2106466298842747028"}]}]}, "auto.multi_agent": {"userWeeks": 468, "declined": 0, "modes": [{"name": "Agents across products or accounts can't communicate", "definition": "Agents from different vendors, different accounts (such as a spouse or business partner) or different machines can't message, share files or hand off work to each other, so the user ends up copying and pasting between them; problems between agents inside one product's own team are out.", "other": false, "userWeeks": 84, "posts": 93, "agents": [{"id": "grok-bot", "userWeeks": 29}, {"id": "hermes-agent", "userWeeks": 23}, {"id": "openclaw", "userWeeks": 13}, {"id": "muse", "userWeeks": 10}, {"id": "dots", "userWeeks": 6}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-17", "source": "YouTube", "community": "Put your dot on call", "text": "when dot creates a codex chat for me, i cannot use the codex chat or interact with it. equally any codex chat i create, the dot cannot interact with. seems like a great workflow, but for me its not working that way. im on the pro plan.", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgzKilvV3_sX-zXt_tZ4AaABAg"}, {"agent": "dots", "date": "2026-10-13", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@reach_vb @openai dot still can’t message an existing local codex thread directly, even with its exact thread id. the send fails with “cloudthreadnotfounderror: the cloud thread was not found.” please fix this so dot can coordinate my local threads. [link]", "link": "https://twitter.com/256317554/status/2110065996694172114"}, {"agent": "dots", "date": "2026-10-09", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "hi @thsottiaux, my chatgpt dot and local codex can’t reliably read or message each other. errors: “unsupported placement format version 1” / “thread not found”. my workaround is having local codex read and reply via the web ui. could you help fix this? bug report submitted.", "link": "https://twitter.com/2055925265600274432/status/2108402618129330487"}]}, {"name": "No way to organise and oversee many agents", "definition": "As the number of agents grows, the interface offers no grouping, org chart, project separation or clear point to give instructions, and teammate agents flood the user with notifications or hide approval requests in their own chats; failures in how the agents behave toward each other are out.", "other": false, "userWeeks": 78, "posts": 79, "agents": [{"id": "grok-bot", "userWeeks": 38}, {"id": "hermes-agent", "userWeeks": 21}, {"id": "openclaw", "userWeeks": 12}, {"id": "dots", "userWeeks": 3}, {"id": "muse", "userWeeks": 3}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-16", "source": "Reddit", "community": "r/GrokBot", "text": "when i was setting this up a few weeks ago i recall seeing the ability to setup a group chat amongst bots but for some reason now that i've settled in and have some good traction, the + button only adds new bots and no option for group chats is there.\nam i alone here?", "link": "https://www.reddit.com/r/GrokBot/comments/1x7kuqp/did_they_remove_group_chat_features/"}, {"agent": "hermes-agent", "date": "2026-10-08", "source": "YouTube", "community": "Hermes Agent Bot Mode Guide: Bot Screen & Multi-Bot Groups", "text": "still find bot mode to be too much mental overhead. i have a complex setup and a single profile works fine.", "link": "https://www.youtube.com/watch?v=fAjJRaV91Xw&lc=UgwGCb0i-0Mg1H0VEOx4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-04", "source": "Reddit", "community": "r/GrokBot", "text": "these bots sometimes tag each other, but most of the time they don't tag each other. so, i've been reduced to a human bot router, tagging the bot that wasn't tagged in the conversation. please fix.", "link": "https://www.reddit.com/r/GrokBot/comments/1wx4ljx/daddy_elon_fix_bot_tagging/"}]}, {"name": "Orchestrator fails to delegate or manage subagents", "definition": "The lead or chief-of-staff agent won't delegate, stays passive, doesn't handle tasks its subagents block on, can't give subagents a different model or a narrower context, has its relayed approvals rejected by teammate agents, or adds redundant coordination layers that burn tokens without adding value; problems with how the user organises agents in the interface are out.", "other": false, "userWeeks": 76, "posts": 80, "agents": [{"id": "grok-bot", "userWeeks": 32}, {"id": "hermes-agent", "userWeeks": 27}, {"id": "openclaw", "userWeeks": 9}, {"id": "dots", "userWeeks": 5}, {"id": "muse", "userWeeks": 3}], "examples": [{"agent": "dots", "date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@bretgreenstein if that's the case it might be better at delegating than chatgpt dot\ndot does not like delegating \nit's kinda vain", "link": "https://twitter.com/1795781228399869952/status/2110818578266017888"}, {"agent": "hermes-agent", "date": "2026-10-09", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@miaai_lab @bot excited to try this out! i had created a similar orchestration with my hermes agent but it was a bit flaky.", "link": "https://twitter.com/1329302208588877824/status/2108522548988358961"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "X", "community": "@bot", "text": "@a51s1 @benln @bot my mistake was having every bot read the skill files instead of just having one director know them and you build accordingly. they acted like having multiple bots doing different tasks was possible. when it simply is not", "link": "https://twitter.com/32928477/status/2107643873749291487"}]}, {"name": "Agent-to-agent loops, stalls and runaway spawning", "definition": "Agents in a shared room or delegation chain reply to each other endlessly, deadlock, stop responding, miss replies that already arrived, wait on a stalled peer, or spawn subagents in cascades without control; wrong output that comes from a working exchange is out.", "other": false, "userWeeks": 57, "posts": 67, "agents": [{"id": "grok-bot", "userWeeks": 23}, {"id": "hermes-agent", "userWeeks": 21}, {"id": "openclaw", "userWeeks": 10}, {"id": "muse", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-16", "source": "Reddit", "community": "r/hermesagent", "text": "try [link]. kanban is not really working very well on hermes for autonomusworkflow and if it does at some point it will fail eventually.", "link": "https://www.reddit.com/r/hermesagent/comments/1x7g9lb/setting_up_kanban_and_autonomous_workflow/ph4aci6/"}, {"agent": "hermes-agent", "date": "2026-10-09", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "hah, multiple agents in a \"room\" hermes desktop backend. i think the rounds need to be better managed. i think they replied to each other more than once. [link]", "link": "https://twitter.com/7215722/status/2108356571600503238"}, {"agent": "grok-bot", "date": "2026-09-30", "source": "X", "community": "@bot", "text": "@leerob @bot there were a few times the bots group chat stuck in the middle of discussion. need to manually ask them to continue", "link": "https://twitter.com/308281248/status/2105181565471117421"}]}, {"name": "Only one agent per user allowed", "definition": "The product lets a user have just one agent, or blocks them from creating more agents or separate teams or workspaces, each with its own role, instructions and memory. Agents that exist but coordinate badly are out.", "other": false, "userWeeks": 51, "posts": 52, "agents": [{"id": "dots", "userWeeks": 21}, {"id": "grok-bot", "userWeeks": 12}, {"id": "muse", "userWeeks": 12}, {"id": "hermes-agent", "userWeeks": 3}, {"id": "openclaw", "userWeeks": 2}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "my current experience is that grok @bot is better than openai dot because i haven't found a way to create multiple dots [link]", "link": "https://twitter.com/1150937016361553920/status/2110926964127314151"}, {"agent": "dots", "date": "2026-10-14", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i really like dot from @openai but why can i only have 1? why can't i have a team of dots? am i doing something wrong?", "link": "https://twitter.com/3220899954/status/2110464837717463173"}, {"agent": "dots", "date": "2026-10-09", "source": "YouTube", "community": "ChatGPT Dots Is Getting Out of Hand (10 Real Uses)", "text": "unless i’m missing something dots is not currently able to have a multi-dot setup. there is currently only the main dot. i know this feature is coming but it’s not here yet", "link": "https://www.youtube.com/watch?v=sWtRh2C_DBM&lc=UgwF4vpupqms_a9vrWt4AaABAg"}]}, {"name": "Context loss and conflicts in handoffs", "definition": "When work passes between agents, intent or state gets lost or made up, parallel agents overwrite each other's shared files, branches or browser, or a subagent falsely reports success and nobody catches it; failures where no handoff happens at all are out.", "other": false, "userWeeks": 49, "posts": 61, "agents": [{"id": "grok-bot", "userWeeks": 16}, {"id": "hermes-agent", "userWeeks": 13}, {"id": "openclaw", "userWeeks": 12}, {"id": "dots", "userWeeks": 6}, {"id": "muse", "userWeeks": 2}], "examples": [{"agent": "openclaw", "date": "2026-10-08", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "building the openclaw orchestrator, i realized multi-agent coordination is 90% debugging state handoffs. the architecture looks clean on paper, but getting agents to share context without spiraling is a massive pain. how do you handle agent memory and control?", "link": "https://twitter.com/1448008091618926599/status/2108137198180532297"}, {"agent": "openclaw", "date": "2026-10-07", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@bkashjosi great archive. in the multi-agent ones, like the telegram assistant routing to 3 agents, where do handoffs break most: lost context, duplicate work, or a question nobody answers? i run a hermes + openclaw setup and handoffs are my weak spot.", "link": "https://twitter.com/1679378686368178177/status/2107857140694081858"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "YouTube", "community": "Grok Bot Just Got 4 HUGE Upgrades (It’s WAY Better Now)", "text": "i'm actually having trouble to have bots delegating to cursor because they create terrible prompts that do more harm then good to the result", "link": "https://www.youtube.com/watch?v=c9Z7ixVr4CU&lc=UgyHUxe3rY0OQhc7QTJ4AaABAg"}]}, {"name": "Agent can't be shared among several humans", "definition": "Several people (family, a team, multiple users) can't jointly use or steer one agent in a shared space, or the agent mixes up whose request and context it is handling; links between two separate agents are out.", "other": false, "userWeeks": 27, "posts": 28, "agents": [{"id": "grok-bot", "userWeeks": 11}, {"id": "hermes-agent", "userWeeks": 8}, {"id": "openclaw", "userWeeks": 7}, {"id": "muse", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-07", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@shanemac actually a big thing setting grok bot back for me. no way to keep the bots separate.", "link": "https://twitter.com/1985529180692574209/status/2107654852738273312"}, {"agent": "grok-bot", "date": "2026-09-28", "source": "X", "community": "@bot", "text": "give me a single reason to use @bot over buzz. \ni have tried both but buzz is superior on any cases from running agents, customizing them and having a collaborated work environment with multiple agents + people.", "link": "https://twitter.com/1393341428118470670/status/2104615871163273254"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 52, "posts": 53, "agents": [{"id": "grok-bot", "userWeeks": 18}, {"id": "hermes-agent", "userWeeks": 12}, {"id": "dots", "userWeeks": 10}, {"id": "openclaw", "userWeeks": 7}, {"id": "instinct", "userWeeks": 2}, {"id": "muse", "userWeeks": 2}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "grok bot weakness is that all the bots think the same way. a channel with 3 bots and the same question for creativity, they'll all come up with the same ideas, even though they have different personas.", "link": "https://twitter.com/13036132/status/2111193395633041624"}, {"agent": "hermes-agent", "date": "2026-10-07", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@lukealexxander @kendosalesai mad respect. i’m building a hermes’ agent team and it’s a pain. can’t imagine the focus and effort that’s gone into this. godspeed", "link": "https://twitter.com/149718348/status/2107982057515180177"}]}]}, "auto.proactive": {"userWeeks": 226, "declined": 0, "modes": [{"name": "Waits for instructions despite promised proactivity", "definition": "The agent never starts anything itself: it offers no suggestions, does no follow-up, does not create subagents or skills, and does not connect related information it already has, unless the user prompts it or builds cron jobs and routines for it; this excludes cases where a trigger was configured and failed to fire.", "other": false, "userWeeks": 103, "posts": 108, "agents": [{"id": "grok-bot", "userWeeks": 43}, {"id": "dots", "userWeeks": 16}, {"id": "openclaw", "userWeeks": 16}, {"id": "hermes-agent", "userWeeks": 14}, {"id": "muse", "userWeeks": 13}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-18", "source": "X", "community": "@muse", "text": "i would love @muse to be proactive with the ideas tab. the only way i get benefit from it is scrolling through, reading each one, and picking one to do. i’m sure muse has endless ideas, but i don’t have endless time to scroll. the best personal assistants know what you want done", "link": "https://twitter.com/1518819884418752512/status/2111772515563663459"}, {"agent": "dots", "date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "chatgpt dots, it's completely useless.. it's subtle! it doesn't act autonomously at all!", "link": "https://twitter.com/1830654438287228928/status/2110647908228063569"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "X", "community": "@bot", "text": "@brian_lovin i use @bot way more but do find instinct to be wayyy more proactive", "link": "https://twitter.com/1346592270464679936/status/2107874685300224327"}]}, {"name": "Excessive or repetitive unprompted notifications", "definition": "The agent pings, texts, calls or pops up too often: back-to-back messages, an alert for every email, check-ins at odd hours, or reappearing after being dismissed or blocked; this excludes single messages whose problem is their content rather than how often they arrive.", "other": false, "userWeeks": 35, "posts": 35, "agents": [{"id": "muse", "userWeeks": 16}, {"id": "grok-bot", "userWeeks": 8}, {"id": "openclaw", "userWeeks": 4}, {"id": "poke", "userWeeks": 3}, {"id": "dots", "userWeeks": 2}, {"id": "hark", "userWeeks": 1}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-10", "source": "App Store", "community": "App Store", "text": "i want an “agent” that does what i ask. i don’t need another needy dependent who is constantly inserting itself. tell you what, muse, i will tell you when i want something. not the other way around. yikes. couldn’t be more annoying.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "instinct", "date": "2026-10-08", "source": "X", "community": "X search: Instinct AI, Instinct personal assistant, instinct.com", "text": "that instinct ai be clingy af bra it be tryna like get ur attention and shit", "link": "https://twitter.com/875131403700248578/status/2108290719265767831"}, {"agent": "muse", "date": "2026-10-06", "source": "X", "community": "@muse", "text": "@wizardgupta @muse this is like the 10th message back to back that it has sent me. have not opened the app at all and it keeps texting hahaha", "link": "https://twitter.com/1288029551495454720/status/2107369417990713842"}]}, {"name": "Intrusive or ill-judged interjections from personal data", "definition": "The agent speaks up uninvited in a way that feels invasive or wrong, such as commenting on private texts, device state or behaviour, questioning the user's intentions, forcing reflection prompts, or reminding them about things already handled or not relevant; this excludes complaints that are only about how often it messages.", "other": false, "userWeeks": 25, "posts": 25, "agents": [{"id": "muse", "userWeeks": 15}, {"id": "dots", "userWeeks": 4}, {"id": "grok-bot", "userWeeks": 4}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-14", "source": "X", "community": "@hark_labs", "text": "@hark_labs hark doesn’t need to become a separate method of managing emails and todos. messaging me with a todo list and when i should leave for an appointment and do this and do that can be nagging and micromanaging.", "link": "https://twitter.com/37080174/status/2110170177446850885"}, {"agent": "muse", "date": "2026-10-10", "source": "X", "community": "@muse", "text": "@muse as i've seen others note, it isn't very good at understanding when you've already acted on something. it proactively reminded me about something my mom texted me about, but failed to notice that i had responded to her.", "link": "https://twitter.com/364052074/status/2109022257582596581"}, {"agent": "dots", "date": "2026-10-09", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i don't want my chatgpt dot to give me unsolicited \"heads up\" from some other random thread, its creepy af @thsottiaux", "link": "https://twitter.com/1834742984627167232/status/2108669969454309603"}]}, {"name": "Unrequested autonomous actions with real effects", "definition": "The agent acts on its own without permission and with consequences, such as running stale or failed tasks hours later, emailing contacts, spawning bots, installing components, self-updating, or reporting on systems the user doesn't own; this excludes suggestions it only offers without acting on them.", "other": false, "userWeeks": 21, "posts": 22, "agents": [{"id": "grok-bot", "userWeeks": 9}, {"id": "hermes-agent", "userWeeks": 5}, {"id": "openclaw", "userWeeks": 4}, {"id": "dots", "userWeeks": 2}, {"id": "muse", "userWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-03", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "hermes agent has been creating a lot of skills locally that behave like \"confirming that files are the same with sha-256,\" and... i'm sorry, but i had them all deleted. 😇", "link": "https://twitter.com/1321431946405109760/status/2106284845685158283"}]}, {"name": "Configured monitors miss new events", "definition": "The user has set up a scheduled monitor, cron job or watch on an inbox, chat, board or data feed, and the agent still fails to notice new messages, blocked tasks or released data until the user asks, or the trigger fires at badly chosen or broken intervals; this excludes agents that were never asked to watch anything.", "other": false, "userWeeks": 12, "posts": 13, "agents": [{"id": "hermes-agent", "userWeeks": 4}, {"id": "openclaw", "userWeeks": 3}, {"id": "grok-bot", "userWeeks": 2}, {"id": "muse", "userWeeks": 2}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-09-27", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "created a fresh install of openclaw. for some reason there are always mysterious heartbeat error from things i didn’t ask. today it gave me a ci test failure from a repo i’ve never heard before… still keep my hermes as the main agent.", "link": "https://twitter.com/7204712/status/2104142962238373955"}, {"agent": "openclaw", "date": "2026-09-08", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "i want an assistant that gives me everything and regularly monitors the screen and speaks up, so i'm trying openclaw, but it's not quite working out well.", "link": "https://twitter.com/1597997149819588608/status/2097448797341397281"}, {"agent": "muse", "date": "2026-10-02", "source": "Play Store", "community": "Play Store", "text": "stock research could be better. it is better than chat gpt though. we should be able to pull real time data and muse should be able to ping us immediately once data is released", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"name": "Stalls silently instead of reporting or recovering", "definition": "During a task the agent gets stuck, slows down or hits an obstacle and goes quiet, or simply dumps the blocker on the user, without warning them or trying to fix it itself until someone checks in; this excludes tasks that finish and are simply wrong.", "other": false, "userWeeks": 10, "posts": 10, "agents": [{"id": "grok-bot", "userWeeks": 5}, {"id": "dots", "userWeeks": 4}, {"id": "muse", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-09-19", "source": "Reddit", "community": "r/GrokBot", "text": "this is one of my observations. i have it log into our point of sale system to extract data and it will take a long time. if i ask it if it’s still working, it will suddenly figure out the problem and complete the task. it should do this without my prompting.", "link": "https://www.reddit.com/r/GrokBot/comments/1wjohg4/the_bots_often_freeze_and_stop_responding_what/paqtnh6/"}, {"agent": "dots", "date": "2026-10-17", "source": "YouTube", "community": "Put your dot on call", "text": "my dot is not proactive at all. and gets stuck easily without retrying. and sometimes, simply retrying can solve the problem.", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgwkQpOYblTv4cq4Ujt4AaABAg"}, {"agent": "dots", "date": "2026-10-09", "source": "YouTube", "community": "Is OpenAI Dots Worth Switching To Yet?", "text": "i have been using it this week. i don't find it to be very proactive at all. i find its constantly pausing for permissions even when given permissions.", "link": "https://www.youtube.com/watch?v=ld9C89W5S3E&lc=Ugz-MzCSO9tQw8buMJZ4AaABAg"}]}, {"name": "Unsolicited promotions disguised as assistance", "definition": "Messages the user did not ask for promote the vendor's subscriptions or features, push engagement, or nudge the user to share more personal data for little benefit; this excludes useful reminders or suggestions with no commercial motive.", "other": false, "userWeeks": 10, "posts": 10, "agents": [{"id": "muse", "userWeeks": 8}, {"id": "grok-bot", "userWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-09-29", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "between this and annoying notifications from $meta muse to buy a product hours and day after your research, i’ll probably delete it soon. [link]", "link": "https://twitter.com/1880059139419959296/status/2105046069994455416"}, {"agent": "muse", "date": "2026-09-12", "source": "X", "community": "@muse", "text": "ugh, preview of things to come with .@muse. woke to a feature promo in the form of an umprompted agent message. soon it'll be pitching paid offers.\ni don't need yet another service endlessly pitching me random bullshit so some pm can boost their perf review stats. [link]", "link": "https://twitter.com/1836148915697229824/status/2098826248957100516"}, {"agent": "muse", "date": "2026-10-06", "source": "Play Store", "community": "Play Store", "text": "data grab in cute app form. all the unsolicited \"helpful suggestions\" it keeps bringing up always involve sharing massive amounts of personal information in return for very minor value add.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 11, "posts": 13, "agents": [{"id": "dots", "userWeeks": 5}, {"id": "grok-bot", "userWeeks": 2}, {"id": "muse", "userWeeks": 2}, {"id": "hark", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-14", "source": "X", "community": "@hark_labs", "text": "@awilkinson @hark_labs @adcock_brett nope. i have muse and hark executing the same scheduled tasks and muse is surprisingly more proactive.", "link": "https://twitter.com/115585501/status/2110386787398934823"}, {"agent": "muse", "date": "2026-10-17", "source": "App Store", "community": "App Store", "text": "im getting offers from the app to change one of my pictures into a cool vintage video, but when i accept, it says it cannot do it! 🤣 what a joke!", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}]}, "auto.reminders": {"userWeeks": 113, "declined": 0, "modes": [{"name": "Push notifications silently never arrive", "definition": "Covers push or in-app alerts that don't reach the device at all or only arrive sometimes, even with notifications turned on (for example on Android, when the app is closed or backgrounded, or when no delivery route is set up); a reminder that fires at the wrong time is out.", "other": false, "userWeeks": 23, "posts": 23, "agents": [{"id": "grok-bot", "userWeeks": 15}, {"id": "muse", "userWeeks": 6}, {"id": "hermes-agent", "userWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-10-17", "source": "X", "community": "@muse", "text": "@muse since moving to a new iphone on oct 8, muse stopped pushing background task results and proactive messages (approval requests still arrive). reinstalled, re-logged in, checked permissions, still broken. others report the same since oct 11. please look into it 🙏", "link": "https://twitter.com/1665608897758113793/status/2111263230144434416"}, {"agent": "muse", "date": "2026-10-17", "source": "App Store", "community": "App Store", "text": "emmm i can only receive message notifications when i open the software.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-10-11", "source": "X", "community": "@muse", "text": "@muse why did you quit the software? there is no pop-up window for the message sent by muse.", "link": "https://twitter.com/1943886047240175617/status/2109227443777376761"}]}, {"name": "Too many low-value notifications", "definition": "Covers floods of pings for trivial events, very frequent status updates, duplicate or repeated updates, and the agent being overly proactive, so users end up muting it; notifications the user explicitly asked to stop, and ads, are out.", "other": false, "userWeeks": 21, "posts": 21, "agents": [{"id": "muse", "userWeeks": 10}, {"id": "grok-bot", "userWeeks": 5}, {"id": "openclaw", "userWeeks": 3}, {"id": "hermes-agent", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-11", "source": "Play Store", "community": "Play Store", "text": "they pop up and get in the way all day and night. shoukd be illegal", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-10-10", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "meta muse is great because it just keeps talking. never shuts up. you've not given me one useful notification in a week.", "link": "https://twitter.com/14228106/status/2108921554650144987"}, {"agent": "muse", "date": "2026-10-07", "source": "X", "community": "@muse", "text": "i don’t know why my @muse agent mikey made it such a big deal to notify me at midnight that @thsottiaux just did another reset. [link]", "link": "https://twitter.com/1479852652150337542/status/2107829532770353259"}]}, {"name": "Scheduled reminders fire late, wrong, or never", "definition": "Covers reminders, alarms, and scheduled jobs the user asked for that trigger late, at a random or wrong-timezone time, or not at all, because the agent forgets or schedules them badly; general push delivery failures that affect every message are out.", "other": false, "userWeeks": 20, "posts": 20, "agents": [{"id": "muse", "userWeeks": 9}, {"id": "grok-bot", "userWeeks": 5}, {"id": "openclaw", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}, {"id": "hark", "userWeeks": 1}, {"id": "instinct", "userWeeks": 1}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-16", "source": "X", "community": "@muse", "text": "my @muse messaged me that my food had arrived...20 minutes after finishing the food", "link": "https://twitter.com/2095711539604901891/status/2111225209592144225"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "tell grok bot to set a reminder, it will give the randomest time [link]", "link": "https://twitter.com/1298678501990572037/status/2107883040446050661"}, {"agent": "muse", "date": "2026-10-05", "source": "App Store", "community": "App Store", "text": "i was to receive an update today muse didn’t send it and didn’t grasp the time change when i returned home from another time zone", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}, {"name": "Missing notification channels and controls", "definition": "Covers missing basics such as alerts when a task finishes, email or text channels, alarms, custom sounds, per-bot or pinned-only filtering, and reminders sent to other people; complaints about existing notifications not working are out.", "other": false, "userWeeks": 15, "posts": 15, "agents": [{"id": "grok-bot", "userWeeks": 8}, {"id": "muse", "userWeeks": 5}, {"id": "dots", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-02", "source": "Play Store", "community": "Play Store", "text": "it needs to improve by notifying when a task is finished and you don't have the app open.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "grok-bot", "date": "2026-10-02", "source": "App Store", "community": "App Store", "text": "now all bot messages will be notified, but i usually only connect with a certain bot and only want to know when it replies. can it be optimized, for example, by adding a feature to ignore bot messages, or only notify when pinned?", "link": "https://apps.apple.com/us/app/grok-bot/id6794501026"}, {"agent": "dots", "date": "2026-10-08", "source": "YouTube", "community": "How ChatGPT Dots Can Change Your Life in 4 Minutes", "text": "dots kinda sucks. everything ive tried has hit roadblocks. monitoring codex tasks, email cleanup, reminding me of something. worthless at the moment. basic stuff it cant do", "link": "https://www.youtube.com/watch?v=E3xKmcHBOzY&lc=Ugw3otWT-EIwXdzB9o94AaABAg"}]}, {"name": "Same alert buzzes on every device", "definition": "Covers notifications sent to the phone, tablet, and laptop together, or not cleared once read on another device, while the user is actively working on one device; total volume on a single device is out.", "other": false, "userWeeks": 12, "posts": 13, "agents": [{"id": "grok-bot", "userWeeks": 11}, {"id": "dots", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-01", "source": "X", "community": "@bot", "text": "@naoufal_elh @bot feedback: notifications should know which device i'm on\nif i already read it on my mac, clear it on my phone. this is what my lock screen looks like every time i close the laptop 😅 [link]", "link": "https://twitter.com/1050932989/status/2105723541144625330"}, {"agent": "grok-bot", "date": "2026-09-30", "source": "X", "community": "@bot", "text": "@leerob @bot notifications should only be sent to the originating device. i do not need my phone and ipad buzzing from bot while i work at my computer.", "link": "https://twitter.com/1426650361373368322/status/2105236438128157163"}, {"agent": "grok-bot", "date": "2026-09-28", "source": "X", "community": "@bot", "text": "i wish @grok @bot had a feature to mute notifications on other devices when i am active on one. working on a pc while my phone keeps buzzing on every response is so annoying.\n@lingxi @poteto", "link": "https://twitter.com/455426978/status/2104606692260606189"}]}, {"name": "Stale or inaccurate reminder content", "definition": "Covers reminders and alerts about tasks already done, emails already read, outdated information, or false and misleading content; timing failures where the content itself is correct are out.", "other": false, "userWeeks": 7, "posts": 7, "agents": [{"id": "muse", "userWeeks": 6}, {"id": "grok-bot", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-09-22", "source": "Reddit", "community": "r/GrokBot", "text": "muse is garbage. sends me notifications to try to nudge me to take care of things and they are stale.", "link": "https://www.reddit.com/r/GrokBot/comments/1wnayp2/grokbot_alternative/pbdinnh/"}, {"agent": "muse", "date": "2026-09-21", "source": "App Store", "community": "App Store", "text": "reminds me to do things that i already completed. it’s getting annoying.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-10-06", "source": "App Store", "community": "App Store", "text": "the daily reminders or information sent through this app is often false information and very misleading", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}, {"name": "Notifications continue after user says stop", "definition": "Covers reminders or alerts that keep coming after the user told the agent to stop, deleted the bot, or uninstalled it, including future notifications the agent never removed from its schedule; volume complaints with no stop request are out.", "other": false, "userWeeks": 5, "posts": 6, "agents": [{"id": "muse", "userWeeks": 3}, {"id": "grok-bot", "userWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-09-16", "source": "Play Store", "community": "Play Store", "text": "get a text notification then get another on from this basically saying the same thing even after i told it to stop", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-10-10", "source": "X", "community": "@muse", "text": "@meta meet the newest unnecessary, irritating addition to @facebook, a pop up on every page you try to read. \ni've already uninstalled @muse because it wouldn't stop push notifications. i want to see friends info and news, but @finkd just can't control his greed.\n@metanewsroom [link]", "link": "https://twitter.com/2020365464204111874/status/2109008516589691104"}, {"agent": "muse", "date": "2026-10-03", "source": "App Store", "community": "App Store", "text": "this app sent a mobile notification to tell me how to use it. i asked it to stop, and it said it would, but it hadn't deleted the future notifications (you can see its schedule within the app. unbelievably bad notification hygiene and disrespectful of app store rules. should be removed.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}, {"name": "Promotional or onboarding pushes disguised as notifications", "definition": "Covers the agent using push notifications for unsolicited ads, tips on how to use the app, or engagement nudges the user never asked for; noisy but task-related updates are out.", "other": false, "userWeeks": 3, "posts": 3, "agents": [{"id": "muse", "userWeeks": 2}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "App Store", "community": "App Store", "text": "terrible app ui. fake marketing and too intrusive with unlimited notifications.", "link": "https://apps.apple.com/us/app/hark-pro/id6772362941"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 7, "posts": 7, "agents": [{"id": "grok-bot", "userWeeks": 4}, {"id": "dots", "userWeeks": 1}, {"id": "muse", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-13", "source": "Play Store", "community": "Play Store", "text": "this is so annoying, i get notification and when i click on it, it shows older messages.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "dots", "date": "2026-10-02", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "a quick chatgpt dot review:\n1- it asks for a lot of permission: to save a report, to accept terms..etc. codex feels more autonomous. \n2- the browser use is basic. codex browser use is amazing! to the point dot asked to rely on my device browser through codex.\n3- dot sends a notification on phone but when i click on it it opens codex code, not codex dot. \nit's interesting to see how dot and codex evolve.", "link": "https://twitter.com/73210999/status/2106007894655185272"}, {"agent": "muse", "date": "2026-09-24", "source": "Play Store", "community": "Play Store", "text": "i tried it, don't like the intrusive nature of alerts and how much access you are giving it to everything it does. there is absolutely nothing transparent about how your information is used without digging deep into terms of use which after reading ahould scare anyone who uses it. basically meta is responsible for nothing and can and will use your data.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}]}, "auto.routines": {"userWeeks": 192, "declined": 0, "modes": [{"name": "Scheduled routine silently fails to fire", "definition": "A scheduled job or briefing is set up correctly but often doesn't run at its due time, with no alert or error shown, and the user only notices when output is missing. Out of scope: jobs that fire late, jobs that worked for days and then stopped, and outages that hit every routine at once.", "other": false, "userWeeks": 55, "posts": 55, "agents": [{"id": "grok-bot", "userWeeks": 25}, {"id": "hermes-agent", "userWeeks": 9}, {"id": "openclaw", "userWeeks": 7}, {"id": "dots", "userWeeks": 5}, {"id": "gemini-spark", "userWeeks": 4}, {"id": "muse", "userWeeks": 4}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-12", "source": "X", "community": "@openclaw", "text": "@openclaw get it to actually work, that would be a good start. it can’t reliably check endpoints on a daily basis", "link": "https://twitter.com/1902913537183453184/status/2109705421271527802"}, {"agent": "dots", "date": "2026-10-08", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "the morning task of openai dots is not working, and i can't determine if it's a system issue or a problem related to our learning; there is too little information to narrow it down.", "link": "https://twitter.com/19286219/status/2107988481431793947"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@lingxi @bot routines seem to be unreliable at times, not triggering when they should. also, having some sort of push based alerting with gmail instead of routines (maybe this is posssible already somehow).", "link": "https://twitter.com/183453981/status/2106388234053824891"}]}, {"name": "No event-driven triggers beyond fixed schedules", "definition": "The agent can only poll on fixed time intervals, so incoming email, webhooks, location changes or other events don't wake it, and time-sensitive items get missed between checks. Out of scope: time-based schedules that fail to fire.", "other": false, "userWeeks": 21, "posts": 22, "agents": [{"id": "grok-bot", "userWeeks": 10}, {"id": "openclaw", "userWeeks": 4}, {"id": "dots", "userWeeks": 2}, {"id": "hermes-agent", "userWeeks": 2}, {"id": "muse", "userWeeks": 2}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-13", "source": "YouTube", "community": "What's new in Grok Bot - Oct 13, 2026", "text": "the triggers called by receiving a grokbot email doesn’t seem to work for me.", "link": "https://www.youtube.com/watch?v=8_K9yAckFh0&lc=UgwON1rQZXrGb4xn1Mx4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-10", "source": "X", "community": "@bot", "text": "@poteto @bot do note, the native inbox tools only work in live chat. scheduled and email-triggered routines don't get them, so a bot can't process its own mail on a schedule (6 of 6 test runs failed). i've filed a bug report from the app.", "link": "https://twitter.com/2067222195064143872/status/2108838397846634732"}]}, {"name": "Scheduled runs start late or at wrong time", "definition": "A routine does run, but minutes to an hour late, or at a time the user didn't intend, for example the wrong timezone, skipped weekends or delays after the host sleeps. Out of scope: runs that never happen at all.", "other": false, "userWeeks": 19, "posts": 21, "agents": [{"id": "grok-bot", "userWeeks": 15}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "openclaw", "userWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-10", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@gauravvohra grok bot does the same. scheduled activities at noon, and every 4hours afterwards, run anywhere up to 10 minutes off the mark. bot explains it as due to queues on the hosts it runs, serving multiple users at the same time.", "link": "https://twitter.com/23974487/status/2108772585173659751"}, {"agent": "grok-bot", "date": "2026-10-04", "source": "X", "community": "@bot", "text": "@lingxi @martin_casado @bot the bots scheduled routines do not even launch on time, it’s utterly useless right now.", "link": "https://twitter.com/2085115050491064320/status/2106538509016178922"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@lingxi @bot i have some bots doing automation of recurring tasks in venues for av. their routines can randomly start 15 minutes late for some reason. so can't use them for anything critical.", "link": "https://twitter.com/1460445062005858310/status/2106454493118505162"}]}, {"name": "Scheduled run delivers wrong, partial or stale output", "definition": "The routine fires but does the job wrongly: it uses old data, drops standing instructions, duplicates files, posts to the wrong channel, or reports success when nothing was delivered. Out of scope: runs that never start or are blocked waiting for the user.", "other": false, "userWeeks": 18, "posts": 18, "agents": [{"id": "grok-bot", "userWeeks": 6}, {"id": "muse", "userWeeks": 4}, {"id": "openclaw", "userWeeks": 4}, {"id": "hermes-agent", "userWeeks": 3}, {"id": "dots", "userWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-07", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@shanemac my openclaw, by the way, sometimes cron jobs are posting to the wrong telegram topics and channels. because it's my own private personal ones, where i structure them by different topics, i didn't really care, but it's a thing, not only for me.", "link": "https://twitter.com/2766142049/status/2107625672491581568"}, {"agent": "hermes-agent", "date": "2026-09-16", "source": "X", "community": "@NousResearch", "text": "the pi is a great fit for this because a weekly cron does not need much and the box costs nothing to leave on. one thing worth adding: hermes cron can report exit 0 and still skip delivery when it dedupes, so a weekly job that silently does nothing looks identical to one that ran. i check the state.db timestamp instead of trusting the log.", "link": "https://twitter.com/401542820/status/2100292917319626964"}, {"agent": "openclaw", "date": "2026-10-11", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "2/ i wanted my own agent i could trust. example: a daily digest from a few telegram channels. in openclaw it was flaky, and the model spent tokens figuring out how to fetch the posts on every run.", "link": "https://twitter.com/1972315578967744512/status/2109080617107476961"}]}, {"name": "Recurring job stops after initial successful runs", "definition": "A daily or periodic task runs fine for a few days or occurrences and then stops for good without warning, so the user has to notice and re-create or remind it. Out of scope: jobs that were unreliable from the first day, and stops caused by a software update.", "other": false, "userWeeks": 15, "posts": 17, "agents": [{"id": "muse", "userWeeks": 5}, {"id": "grok-bot", "userWeeks": 4}, {"id": "hermes-agent", "userWeeks": 3}, {"id": "openclaw", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-05", "source": "Reddit", "community": "r/GrokBot", "text": "i definitely noticed a change. failed automatic report refreshes or just not even running the automatic refresh. it’s to the point where i now have to manually go and tell it to refresh all reports when it just did it on an hour interval everyday before", "link": "https://www.reddit.com/r/GrokBot/comments/1wxvm51/grok_bot_paid_or_alternatives/pe0psd0/"}, {"agent": "grok-bot", "date": "2026-09-30", "source": "Play Store", "community": "Play Store", "text": "does quite a bit. 5 stars when i don't have to remind it to do a daily task. 4 stars now.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "muse", "date": "2026-09-28", "source": "App Store", "community": "App Store", "text": "i asked muse to give me morning briefing daily if my stocks. it gave me briefing for 2 days and then stopped.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}, {"name": "Updates break or erase existing scheduled jobs", "definition": "A version upgrade, storage migration or config change deletes existing cron jobs, makes them fail, or forces the user to rebuild them by hand. Out of scope: failures with no link to an update.", "other": false, "userWeeks": 11, "posts": 12, "agents": [{"id": "openclaw", "userWeeks": 6}, {"id": "grok-bot", "userWeeks": 3}, {"id": "dots", "userWeeks": 1}, {"id": "hermes-agent", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-01", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "chatgpt dots secretly restarted last night, and all the content on the cloud computer storage was lost... quite speechless, the scheduled tasks were set up for nothing [link]", "link": "https://twitter.com/990264163959160832/status/2105476409552740764"}, {"agent": "openclaw", "date": "2026-09-25", "source": "Reddit", "community": "r/openclaw", "text": "man, i always update very quickly and fix any issue, however this update messed up all my cron jobs, i cannot fix it, the only option is to go back to 9.4 or wait to 9.7.\naccording to github there are several tickets in progress with that issue.\ntoday i got the pain.", "link": "https://www.reddit.com/r/openclaw/comments/1wpw4x1/openclaw_202696_broke_all_my_cron_jobs/"}, {"agent": "openclaw", "date": "2026-09-06", "source": "X", "community": "@openclaw", "text": "@openclaw all my cron jobs for linkedin , reddit and x keeps failing after these upgrades", "link": "https://twitter.com/133725200/status/2096397201408749614"}]}, {"name": "Unattended runs blocked by approvals or logins", "definition": "A scheduled run stalls or fails because it needs something the user only provides when present: a permission click every run, a fresh login, a passkey, or tools that only work in live chat. Out of scope: runs that never start.", "other": false, "userWeeks": 10, "posts": 10, "agents": [{"id": "gemini-spark", "userWeeks": 4}, {"id": "grok-bot", "userWeeks": 2}, {"id": "openclaw", "userWeeks": 2}, {"id": "hark", "userWeeks": 1}, {"id": "muse", "userWeeks": 1}], "examples": [{"agent": "gemini-spark", "date": "2026-09-29", "source": "X", "community": "X search: Gemini Spark", "text": "5. gemini spark's scheduled tasks cannot call tools, and even after the scheduled task call fails, the main session cannot call tools, resulting in a malfunction. i don't know if this is an isolated case or a known bug.", "link": "https://twitter.com/1029989882058354688/status/2104807634465640809"}, {"agent": "gemini-spark", "date": "2026-09-11", "source": "YouTube", "community": "Google's New AI Agent! - Gemini Spark Full Beginner's Guide", "text": "i actually tried to make an automation using some custom connected apps apart from the native google workspace apps i connected notion and todoist but it is waiting for me to give permission for both apps to allow the operation on everyrun so it is not automatic every scheduled task it waits for me to sort of click on allow for notion and tofoist", "link": "https://www.youtube.com/watch?v=L-S0xG23B3g&lc=Ugzj2hNohqzzdjHI6a54AaABAg"}, {"agent": "gemini-spark", "date": "2026-09-01", "source": "YouTube", "community": "Gemini Spark Is INSANE?! I Built a Free AI Job Agent That Works 24/7 for Job Search", "text": "bro i did everything u said and ichanged the job roles acccording to me and i scheduled it to 8am everyday but everyday when executing it will ask for confirmation to move folder to drive and i have to give allow manually so the mail doesnt trigger automatically everyday ...please give a solution", "link": "https://www.youtube.com/watch?v=1B9PFOKXI-k&lc=UgwVFzw1G_gVm_-X0LR4AaABAg"}]}, {"name": "Platform scheduler outage halts all routines", "definition": "A server-side scheduler fault, overloaded servers or an exhausted usage quota stops every routine across a user's bots for hours or days, while chatting with the bots still works. Out of scope: a single job failing on its own.", "other": false, "userWeeks": 9, "posts": 9, "agents": [{"id": "grok-bot", "userWeeks": 7}, {"id": "muse", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-13", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@poteto routines are completely bricked in grok bot for me. i've opened support tickets, but the ai agent is saying its because the entire fleet shares the same rate-limiting system which can cause the grok routine scheduler to miss triggers &amp; my reject webhook events.", "link": "https://twitter.com/1655762253617020928/status/2110082762086728161"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "Reddit", "community": "r/GrokBot", "text": "scheduled routines stopped firing for all my bots on thu 8 oct 2026. inbox's scans (every :29 and :59, 08:29 to 20:59 uk) ran until about 14:00, failed at 16:55, and haven't run since, even after i paused and resumed the routine. another 16:15 routine also failed, and a one-off routine set for 18:06 never fired. the bots work normally when i message them, so it looks like a server-side scheduler fault", "link": "https://www.reddit.com/r/GrokBot/comments/1x0xes2/all_bot_routines_failed/"}, {"agent": "muse", "date": "2026-10-03", "source": "App Store", "community": "App Store", "text": "big promises, poor performance. the routines fail due to overloaded servers", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 35, "posts": 36, "agents": [{"id": "grok-bot", "userWeeks": 11}, {"id": "openclaw", "userWeeks": 11}, {"id": "hermes-agent", "userWeeks": 9}, {"id": "dots", "userWeeks": 4}], "examples": [{"agent": "openclaw", "date": "2026-10-14", "source": "Reddit", "community": "r/hermesagent", "text": "openclaw had this at the beginning although it didn't work that well, and i think they eventually got rid of it. a cron job that repeated every 15 minutes or so and checked your email, calendar, etc. and took action if relevant", "link": "https://www.reddit.com/r/hermesagent/comments/1x5s55h/muse_like_behavior_in_hermes/pgp6qzz/"}, {"agent": "hermes-agent", "date": "2026-10-13", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "good morning, everyone! i moved koko-chan @aifoxkoko from hermes agent to grok bot, and it's quite nice. hermes agent often had bugs with cron and didn't work properly, but grok bot is working well. [link]", "link": "https://twitter.com/1495221530745520128/status/2109809934095557114"}]}]}, "billing.entry_plan": {"userWeeks": 461, "declined": 0, "modes": [{"name": "Hard paywall at first launch, no trial", "definition": "The agent does nothing at all, sometimes not even showing its interface, until the user buys a subscription, and no free tier or trial exists; cases where a trial exists but is too short, or where the paywall was hidden before download, are excluded.", "other": false, "userWeeks": 105, "posts": 106, "agents": [{"id": "grok-bot", "userWeeks": 95}, {"id": "muse", "userWeeks": 8}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "hermes-agent", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-17", "source": "Play Store", "community": "Play Store", "text": "haven't done anything yet and already asked to pay, uninstall.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "grok-bot", "date": "2026-10-17", "source": "Play Store", "community": "Play Store", "text": "you only get 1 time trial and done. then, they won't let you use it without any charged subscription.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "grok-bot", "date": "2026-10-16", "source": "Play Store", "community": "Play Store", "text": "immediately hit by a paywall couldn't even see what the app looks like", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}]}, {"name": "Existing subscription does not cover the agent", "definition": "Users who already pay for a related plan (the vendor's chat app, a social network premium tier, an IDE bundle, a model provider subscription) find they need a separate or additional subscription, API credits or a companion app to use the agent or plug that plan into it; cases where the user simply has no paid plan are excluded.", "other": false, "userWeeks": 97, "posts": 98, "agents": [{"id": "grok-bot", "userWeeks": 55}, {"id": "hermes-agent", "userWeeks": 12}, {"id": "gemini-spark", "userWeeks": 8}, {"id": "openclaw", "userWeeks": 8}, {"id": "dots", "userWeeks": 7}, {"id": "muse", "userWeeks": 7}], "examples": [{"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "@bot", "text": "@elonmusk @bot i am in the premium teir and grok bot connecting to x wants me to add api credits.", "link": "https://twitter.com/1850964027217956864/status/2111257522174873910"}, {"agent": "dots", "date": "2026-10-09", "source": "YouTube", "community": "Set up your dot in the ChatGPT mobile app", "text": "oh wow, what a cool feature that is entirely unavailable to a plus user such as myself", "link": "https://www.youtube.com/watch?v=p5KxBTUncoE&lc=UgxoQUFAK6mokRBmLZZ4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "Play Store", "community": "Play Store", "text": "i don't have a grok subscription so it doesn't work. a paywall is greeting you.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}]}, {"name": "Agent reserved for top-priced tier only", "definition": "The agent is only available on a premium tier (e.g. $100–$1000 a month) and is left out of the cheaper paid plans users already have, with no low-cost way in; cases where an existing plan is the wrong product rather than too cheap a tier are excluded.", "other": false, "userWeeks": 77, "posts": 83, "agents": [{"id": "dots", "userWeeks": 35}, {"id": "grok-bot", "userWeeks": 31}, {"id": "gemini-spark", "userWeeks": 3}, {"id": "muse", "userWeeks": 3}, {"id": "hark", "userWeeks": 2}, {"id": "openclaw", "userWeeks": 2}, {"id": "hermes-agent", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-10", "source": "YouTube", "community": "ChatGPT Dots Is WAY More Powerful Than You Think", "text": "i pay for the 20 dollars a month plan. i think pro is required so i don't see dots. i need to pay 100 dollars a month just to get it ...... i'd rather just use hermes agent or any other free agent i control and use the api instead", "link": "https://www.youtube.com/watch?v=WXhOxfPECnM&lc=UgzHWZX8k5jQNo4ao1J4AaABAg.AblKcjCplJXAbn97lRUhf9"}, {"agent": "muse", "date": "2026-10-10", "source": "App Store", "community": "App Store", "text": "not a free app, there’s an ask at a certain point to upgrade to a $20/month or $100/month plan to continue using.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "dots", "date": "2026-10-09", "source": "YouTube", "community": "NEW ChatGPT Dots Can Blow Up Your Etsy Print-On-Demand Shop!", "text": "unfortunately you have to have a pro account to use dots. that is not in the budget right now", "link": "https://www.youtube.com/watch?v=v4FzkVj5s8Y&lc=UgyScat1_34Pa-Dxjtx4AaABAg"}]}, {"name": "Free trial or tier too small to evaluate", "definition": "A free trial, quota or set of free models exists but ends after minutes or a couple of requests, or is too weak or broken (e.g. blocked even with zero credits) to judge the agent; free options that worked and were later removed are excluded.", "other": false, "userWeeks": 45, "posts": 45, "agents": [{"id": "grok-bot", "userWeeks": 17}, {"id": "hermes-agent", "userWeeks": 14}, {"id": "muse", "userWeeks": 6}, {"id": "hark", "userWeeks": 4}, {"id": "dots", "userWeeks": 2}, {"id": "openclaw", "userWeeks": 2}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "Play Store", "community": "Play Store", "text": "don't download. scam !!!! 😭😭 waste of time . got lied to. they let you go till the end 😔 then block you. . . . wth", "link": "https://play.google.com/store/apps/details?id=com.hark.android"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "X", "community": "@bot", "text": "@bot i login with my x account to grok and grok bot. i have x premium and supergrok but i only have a trial of grokbot. of course i linked my cursor account too :(", "link": "https://twitter.com/106016571/status/2107823158833082679"}, {"agent": "hark", "date": "2026-10-06", "source": "X", "community": "X search: Hark Pro, hark.com, Hark AI", "text": "hark can be logged in. hark pro only has a validity period of one month, which is far worse than the eggs obtained from muse. [link]", "link": "https://twitter.com/1871185338816729088/status/2107542267900961186"}]}, {"name": "Free access withdrawn after users adopted it", "definition": "A free plan, free model or subscription-based access that used to work is removed or newly gated behind payment or a card, or users expect such a paywall to arrive soon; free tiers that were limited from the start are excluded.", "other": false, "userWeeks": 40, "posts": 41, "agents": [{"id": "muse", "userWeeks": 9}, {"id": "dots", "userWeeks": 8}, {"id": "hermes-agent", "userWeeks": 8}, {"id": "grok-bot", "userWeeks": 6}, {"id": "openclaw", "userWeeks": 6}, {"id": "gemini-spark", "userWeeks": 3}], "examples": [{"agent": "gemini-spark", "date": "2026-10-15", "source": "X", "community": "X search: Gemini Spark", "text": "so no more gemini spark for pro-account users, this is some bs from google...", "link": "https://twitter.com/1020412958122356737/status/2110566736206393403"}, {"agent": "dots", "date": "2026-10-10", "source": "YouTube", "community": "OpenAIの新機能！24時間働くAIエージェント「dots」の使用感や課金すべきか解説してみた", "text": "i'm using it, but it only works for free this month, you know... (´･ω･`)", "link": "https://www.youtube.com/watch?v=nTNCwOYrww0&lc=Ugzo5KBcgbjpucroVL94AaABAg"}]}, {"name": "Paid requirement hidden before download or signup", "definition": "Store listings, ads or the 'free' label give no warning that a subscription is needed, so users only find out after installing or creating an account; complaints about the price itself, or about paywalls that were clearly disclosed, are excluded.", "other": false, "userWeeks": 37, "posts": 37, "agents": [{"id": "grok-bot", "userWeeks": 26}, {"id": "muse", "userWeeks": 8}, {"id": "dots", "userWeeks": 2}, {"id": "hermes-agent", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-16", "source": "Play Store", "community": "Play Store", "text": "bruh i thought it was for free stop advertising like it's free cuh 🫩", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "muse", "date": "2026-10-11", "source": "Play Store", "community": "Play Store", "text": "it's a big scam because they say it's free and it's not true. i think it shouldn't be this way with that deception.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-10-05", "source": "Play Store", "community": "Play Store", "text": "the app says it was free i read on it it said free i got on it downloading it and then it wants me to pay and i'm not paying", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"name": "Card details demanded before any free use", "definition": "The user must enter a credit or debit card to start a free plan or trial, or to ask a first question; full paywalls with no free option at all are excluded.", "other": false, "userWeeks": 23, "posts": 23, "agents": [{"id": "muse", "userWeeks": 17}, {"id": "grok-bot", "userWeeks": 4}, {"id": "hermes-agent", "userWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-10-15", "source": "Play Store", "community": "Play Store", "text": "ha! nice try! started to install the app... then, it wanted my credit card information, and i wasn't able to skip that screen. not doing it, my family's security is more important than my convenience. i'll just go back to writing things down. uninstalled immediately.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-10-14", "source": "Play Store", "community": "Play Store", "text": "why are you charging a dollar & asking for my credit card???????", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "hermes-agent", "date": "2026-10-09", "source": "YouTube", "community": "How to Set Up Hermes Agent on Your Computer (Desktop App)", "text": "weird, but as of today, nous free subscription requires a cred card. no thank you.", "link": "https://www.youtube.com/watch?v=qAss7qQk9W4&lc=UgzIfcXacHOJVCm_xTB4AaABAg"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 39, "posts": 43, "agents": [{"id": "muse", "userWeeks": 11}, {"id": "hark", "userWeeks": 9}, {"id": "dots", "userWeeks": 7}, {"id": "grok-bot", "userWeeks": 7}, {"id": "hermes-agent", "userWeeks": 5}], "examples": [{"agent": "hark", "date": "2026-10-07", "source": "X", "community": "@hark_labs", "text": "@pengchenop @hark_labs unfortunately, it's too late, i can only use the free version of pro, and it can't be changed to version 2.", "link": "https://twitter.com/232764451/status/2107760657529729348"}, {"agent": "dots", "date": "2026-09-30", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i tried to make a chatgpt dot. got the upgrade screen instead.\n\"dots require a business premium seat.\"\nand sitting right on top of the paywall? five smiling plush mascots.\n[link] [link]", "link": "https://twitter.com/2042995832652201984/status/2105107868181528626"}]}]}, "billing.plan_clarity": {"userWeeks": 407, "declined": 0, "modes": [{"name": "Unclear which subscription grants agent access", "definition": "The user can't tell which of several overlapping subscriptions from the same company or partners (chat plan, social premium tier, coding-tool plan, team plan) actually unlocks the agent or a given feature, so they buy the wrong plan or ask for one unified subscription; this excludes how much usage a plan includes and how plans combine.", "other": false, "userWeeks": 83, "posts": 85, "agents": [{"id": "grok-bot", "userWeeks": 66}, {"id": "hermes-agent", "userWeeks": 8}, {"id": "muse", "userWeeks": 7}, {"id": "dots", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-15", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "@theaaron @meta @muse they should do the same with their subscriptions.\nmeta verified (facebook and instagram are still separate, i think?), meta ai, muse code, and muse all billed separately sucks.", "link": "https://twitter.com/16124492/status/2110734893088944499"}, {"agent": "grok-bot", "date": "2026-10-13", "source": "X", "community": "@bot", "text": "@bot - i'm confused. i just subscribed on @x but already had a grokbot subscription through the apple app store. both accounts use the same email address. what should i expect? do i need to take any actions to unify the accounts?", "link": "https://twitter.com/2095613491142873088/status/2109804034064531868"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "X", "community": "@bot", "text": "@larsencc @elonmusk @bot @bot does this really work? i think might be messy considering there are so many different subscriptions to access you. for example, since i have access via cursor i still need to pay x api prices to access my account bookmarks etc…", "link": "https://twitter.com/16598383/status/2107675203971207338"}]}, {"name": "Bundled plans and credits combine unexpectedly", "definition": "It isn't clear how bundled or multiple plans, top-ups, referral credits and on-demand spend add up, replace each other or are drawn down, or whether separate products share one quota pool, so users pay for extra usage that never arrives or get billed in ways they didn't expect; this excludes which plan grants access at all.", "other": false, "userWeeks": 77, "posts": 81, "agents": [{"id": "grok-bot", "userWeeks": 62}, {"id": "dots", "userWeeks": 6}, {"id": "hermes-agent", "userWeeks": 6}, {"id": "hark", "userWeeks": 1}, {"id": "muse", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-08", "source": "YouTube", "community": "Elon Just Put Opus 5.5 Inside GrokBot (Debate Over)", "text": "i covered cost in the video, maybe you didn’t get to that point. it has no extra cost. goes straight from the usage pool which from what i read appears to make no difference. we will see about that. it’s all still pretty confusing unfortunately.", "link": "https://www.youtube.com/watch?v=c8ptggw6Mt4&lc=Ugz7Lj2Ce26Lxx79g9p4AaABAg.Abgoc_pUu_OAbhUeh9YmYd"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@cursor_ai @bot grok bot usage from cursor pro and x premium+ does not stack, and nothing shows which grant is active or how big it is. i pay for both and still get one meter. please show the pool in use, or let us unlink before downgrading.", "link": "https://twitter.com/1394061548/status/2108045909305287057"}, {"agent": "grok-bot", "date": "2026-10-04", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "still terrible, but manually prompting grok imagine to make the reference views made a lot of difference. no reason why this could not be made automatic.\nside not.. cursor and grok bot need to get their pricing aligned. my premium+ usage does not stack? wtf. [link] [link]", "link": "https://twitter.com/1518637201948647424/status/2106832681744933348"}]}, {"name": "Plan usage allowances not disclosed per tier", "definition": "The provider doesn't publish how much usage, how many tokens or how much credit each tier includes, or how tiers compare (e.g. 'is the top tier 3x or 20x?'), so users can't judge whether an upgrade is worth it; this excludes meters inside the product that show usage already consumed.", "other": false, "userWeeks": 67, "posts": 68, "agents": [{"id": "grok-bot", "userWeeks": 54}, {"id": "hark", "userWeeks": 6}, {"id": "muse", "userWeeks": 4}, {"id": "hermes-agent", "userWeeks": 2}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "Reddit", "community": "r/GrokBot", "text": "i have grok super heavy ($300 a month) and still cannot figure out what i lose with the $200 plan other than support.", "link": "https://www.reddit.com/r/GrokBot/comments/1x8zszm/grok_bot_super/phh1kol/"}, {"agent": "hark", "date": "2026-10-10", "source": "X", "community": "@hark_labs", "text": "@pablothethinker @adcock_brett @hark_labs why is there a limit with a paid subscription, but i don't see any limit with the free version? did i miss something?", "link": "https://twitter.com/18147493/status/2109018858208264466"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "@bot", "text": "@kevin_logan @grok @bot i'm definitely using it more this week, but it still seems high. they need more transparency on its usage imo", "link": "https://twitter.com/2322762727/status/2108175602490417621"}]}, {"name": "Ambiguous usage meter and reset timing", "definition": "The usage display itself is hard to read or wrong: it's unclear whether a percentage means used or remaining, reset times are vague ('in 2 days') or stuck, pools have separate reset dates, or the meter is buried in settings; this excludes missing breakdowns by task.", "other": false, "userWeeks": 44, "posts": 54, "agents": [{"id": "grok-bot", "userWeeks": 25}, {"id": "hark", "userWeeks": 9}, {"id": "muse", "userWeeks": 4}, {"id": "dots", "userWeeks": 3}, {"id": "hermes-agent", "userWeeks": 3}], "examples": [{"agent": "hark", "date": "2026-10-14", "source": "X", "community": "@hark_labs", "text": "@hark_labs hey hark team! hark keeps telling me i can check my monthly usage in the app, but i can't find it anywhere, not even under billing. where can i see how much i've used and when it resets? 🙏", "link": "https://twitter.com/1994753281525166080/status/2110323242326192541"}, {"agent": "hark", "date": "2026-10-13", "source": "X", "community": "@hark_labs", "text": "@hark_labs and please add a default option to view usage. the custom panel hark made only updates once an hour, which is terrible.", "link": "https://twitter.com/1148534535841374208/status/2110133633210311065"}, {"agent": "grok-bot", "date": "2026-10-12", "source": "Play Store", "community": "Play Store", "text": "very cool, only thing i can't determine is how much this use of my my monthly allowances from my subscription.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}]}, {"name": "Agent blind to own usage and cost", "definition": "The agent can't read the user's remaining quota, its own context size or spend, and can't estimate a task's cost before starting, so it can't budget for itself or answer questions about usage and users have to build their own trackers; this excludes dashboards meant for humans.", "other": false, "userWeeks": 35, "posts": 38, "agents": [{"id": "grok-bot", "userWeeks": 25}, {"id": "dots", "userWeeks": 3}, {"id": "hark", "userWeeks": 2}, {"id": "hermes-agent", "userWeeks": 2}, {"id": "openclaw", "userWeeks": 2}, {"id": "muse", "userWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-08", "source": "X", "community": "@NousResearch", "text": "@nousresearch i’m trying make sense of the $ costs. i need more information because i can’t get anything add up", "link": "https://twitter.com/117466729/status/2108327348198141994"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "@bot", "text": "@mazzatalk @bot i agree, the main annoyance is that the bill obtained from the api can only be for yesterday. if you want to get the real-time bill, you need to calculate it manually... [link]", "link": "https://twitter.com/4840836440/status/2108200231888359763"}, {"agent": "dots", "date": "2026-10-05", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i quickly had a dedicated extension made to see the remaining tokens for chatgpt in chatgpt dots. it took 15 minutes to make... it was surprisingly inconvenient, lol. now i can manage the tokens. so, what should i create? for now, i want to make that dopagaki math drill. [link]", "link": "https://twitter.com/1528863511744421891/status/2106905206906867950"}]}, {"name": "No per-task or per-agent usage breakdown", "definition": "The usage screen shows only a total bar or spend figure, with no history broken down by task, agent, chat, model or job, so users can't see what used up their quota or how to change how they work; this excludes not knowing a plan's total allowance or reset time.", "other": false, "userWeeks": 29, "posts": 33, "agents": [{"id": "grok-bot", "userWeeks": 20}, {"id": "hermes-agent", "userWeeks": 4}, {"id": "muse", "userWeeks": 2}, {"id": "openclaw", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@melvindvivas i wish it would say what the grokbot-default is in usage. it only shows opus when you spin up a cloud agent.", "link": "https://twitter.com/18615861/status/2108562206589911131"}, {"agent": "grok-bot", "date": "2026-09-20", "source": "X", "community": "@bot", "text": "@grok @bot per-agent/loop usage visibility would help a lot. without it, heavy users can’t tell which part of an agent workflow is actually burning the pool or optimize their setup.", "link": "https://twitter.com/1893269271305953280/status/2101530632577019972"}, {"agent": "grok-bot", "date": "2026-09-06", "source": "X", "community": "@bot", "text": "@grok @bot in the usage options, there is no ability to tie usage to which bot, making it difficult to break down what would drive spend", "link": "https://twitter.com/5770392/status/2096625521799131530"}]}, {"name": "Usage limit reached without clear notice", "definition": "When the quota or spending cap runs out, the agent shows a generic error, stops responding, or dies partway through a task instead of clearly saying the limit was reached and when it resets; this excludes warnings that do appear but are badly worded.", "other": false, "userWeeks": 19, "posts": 19, "agents": [{"id": "grok-bot", "userWeeks": 11}, {"id": "hermes-agent", "userWeeks": 3}, {"id": "dots", "userWeeks": 2}, {"id": "muse", "userWeeks": 2}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-14", "source": "X", "community": "@hark_labs", "text": "@hark_labs i upgraded to pro2 today and i didn't know i had a limit 🙃 😅 [link]", "link": "https://twitter.com/1422264634158063618/status/2110366197870989373"}, {"agent": "hermes-agent", "date": "2026-10-14", "source": "X", "community": "@NousResearch", "text": "@witcheer @nousresearch @teknium this is even worse; now it doesn’t even show me the usage and when i should come back to hit retry 😂 [link]", "link": "https://twitter.com/2017677882378551296/status/2110347468886204430"}, {"agent": "grok-bot", "date": "2026-09-30", "source": "X", "community": "@bot", "text": "@leerob @bot 1. image generation is not in par with other models \n2. when hitting 100% usage on grok bot , it doesn’t tell you you’re at 100% unless you look at the settings directly, so you can be in a situation of keep prompting and getting nothing.", "link": "https://twitter.com/1767254666507608064/status/2105369032094360009"}]}, {"name": "Upgrade path leads to wrong billing account", "definition": "Buttons labelled upgrade, billing or change limit send the user to a different product's or partner's billing page that shows unrelated usage, so purchases don't raise the agent's limit; this excludes general confusion about pricing that doesn't involve a misleading in-app link.", "other": false, "userWeeks": 18, "posts": 20, "agents": [{"id": "grok-bot", "userWeeks": 17}, {"id": "muse", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@spacexai why does grokbot make you upgrade to cursor and then doesn’t combine the services?? why not keep them entirely separate rather than confuse us all with upgrading something that has no impact on grokbot?", "link": "https://twitter.com/111116124/status/2107397520645087469"}, {"agent": "grok-bot", "date": "2026-09-19", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@grok @grok_builder @handsomehank_ what is the grok bot plan screen? the cursor account or grok account? \nthis shouldn’t be this hard (that’s what she said)", "link": "https://twitter.com/144610383/status/2101422923823153419"}, {"agent": "grok-bot", "date": "2026-09-13", "source": "X", "community": "@bot", "text": "@grok @bot it doesn’t show any details, just the weekly percentage. it recommends upgrading to cursor pro for more allowances, but that tier doesn’t give more bot allowance. this is misleading.", "link": "https://twitter.com/718993/status/2099110054960025893"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 47, "posts": 48, "agents": [{"id": "grok-bot", "userWeeks": 19}, {"id": "muse", "userWeeks": 8}, {"id": "dots", "userWeeks": 7}, {"id": "hark", "userWeeks": 6}, {"id": "openclaw", "userWeeks": 3}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "hermes-agent", "userWeeks": 2}], "examples": [{"agent": "hark", "date": "2026-10-07", "source": "X", "community": "@hark_labs", "text": "@hark_labs why does the pricing page show a 404? that's not very inspiring.... [link]", "link": "https://twitter.com/1021442917666193408/status/2107733406335619247"}, {"agent": "muse", "date": "2026-10-02", "source": "Play Store", "community": "Play Store", "text": "it was fun. i wish i knew they were going to charge me $50 a month.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}]}, "billing.price_level": {"userWeeks": 835, "declined": 0, "modes": [{"name": "Entry price too high, no free tier", "definition": "Covers complaints that even the cheapest plan with the agent costs too much for ordinary users, or that there is no free or low-cost tier and the agent is locked behind premium or business plans. It excludes complaints that a plan the user already pays for gives too little usage.", "other": false, "userWeeks": 187, "posts": 192, "agents": [{"id": "grok-bot", "userWeeks": 103}, {"id": "muse", "userWeeks": 26}, {"id": "dots", "userWeeks": 22}, {"id": "hermes-agent", "userWeeks": 16}, {"id": "openclaw", "userWeeks": 11}, {"id": "gemini-spark", "userWeeks": 4}, {"id": "hark", "userWeeks": 4}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-11", "source": "YouTube", "community": "Grok Bot vs OpenClaw vs Hermes: Which AI Agent Wins?", "text": "i like grok but it is very expensive to rent for 3 months, but during that time i will fine-tune my version with hermes or a personal one that i am making in python.", "link": "https://www.youtube.com/watch?v=rYQ5rPiev5E&lc=Ugx1I-Z1522hdj9Cupx4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-11", "source": "YouTube", "community": "I Made Grok Bot, Dots & Muse Do the Same 3 Jobs (RAW RESULTS)", "text": "great comparison. i was pleasantly surprised. i agree that grokbot is very expensive 😢", "link": "https://www.youtube.com/watch?v=fbm5LevEJyI&lc=UgyrJcCxdqLL-ICNKOl4AaABAg"}, {"agent": "dots", "date": "2026-10-10", "source": "YouTube", "community": "ChatGPT Dots Is WAY More Powerful Than You Think", "text": "just wish it weren’t so expensive. i would just like to use it to jot down brainstorming notes, i’m not a developer i don’t need 100 dollar plan with codex and astra workspace", "link": "https://www.youtube.com/watch?v=WXhOxfPECnM&lc=UgzlM4UIfW7BBx9YxfV4AaABAg"}]}, {"name": "Premium model tokens too costly to run agents", "definition": "Covers complaints that running an agent framework on pay-per-token premium models, or keeping it on 24/7 with growing context, piles up API, server, or hardware bills the user cannot sustain. It excludes the bundled allowance of a flat subscription.", "other": false, "userWeeks": 132, "posts": 135, "agents": [{"id": "grok-bot", "userWeeks": 47}, {"id": "openclaw", "userWeeks": 45}, {"id": "hermes-agent", "userWeeks": 36}, {"id": "muse", "userWeeks": 4}], "examples": [{"agent": "openclaw", "date": "2026-10-08", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@adarshchetan i wish the api were cheaper so we could really use things like openclaw to their full potential.", "link": "https://twitter.com/703528675271176192/status/2108093817437962551"}, {"agent": "hermes-agent", "date": "2026-10-06", "source": "X", "community": "@NousResearch", "text": "@nousresearch @insurrealist it’s still so expensive…even using non-frontier models i go through like $40 a day…", "link": "https://twitter.com/1998973985376317442/status/2107449314641580281"}, {"agent": "openclaw", "date": "2026-10-05", "source": "X", "community": "@openclaw", "text": "@liambraus @openclaw exactly, at volume the session cost adds up fast", "link": "https://twitter.com/1308053727539068935/status/2107164068943675551"}]}, {"name": "Cheaper alternatives deliver the same for less", "definition": "Covers complaints that compare the price directly with competing subscriptions, free products, or open-source and self-built setups that do similar work for less money, often while the user says they are switching. It excludes complaints that are only about absolute price with no comparison.", "other": false, "userWeeks": 129, "posts": 133, "agents": [{"id": "grok-bot", "userWeeks": 64}, {"id": "openclaw", "userWeeks": 25}, {"id": "dots", "userWeeks": 21}, {"id": "hermes-agent", "userWeeks": 13}, {"id": "muse", "userWeeks": 6}], "examples": [{"agent": "muse", "date": "2026-10-14", "source": "Play Store", "community": "Play Store", "text": "i'm still trying to find out what it does that's beneficial compared to other stuff right now that is also free", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "grok-bot", "date": "2026-10-14", "source": "Play Store", "community": "Play Store", "text": "why pay an expensive subscription when you can literally use any other ai completely free... bye bye grok 👋", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "grok-bot", "date": "2026-10-13", "source": "YouTube", "community": "Muse Wonder vs Hark Pro vs Grok Bot vs Dots: Same Trip, Ranked", "text": "so far i’m loving hark. i’m not doing anything complicated. just living but it’s easy and proactive. i used it quite a bit and still haven’t hit my limit. grok is almost useless because it’s so expensive", "link": "https://www.youtube.com/watch?v=y8wUXyHewBM&lc=UgwcoDVzqGPw_nBL6_d4AaABAg"}]}, {"name": "Output quality doesn't justify the price", "definition": "Covers complaints that the agent's mistakes, weak model, bugs, or limited abilities make the fee unjustified whatever the usage limits are. It excludes complaints where the agent works well but runs out or costs too much.", "other": false, "userWeeks": 107, "posts": 111, "agents": [{"id": "grok-bot", "userWeeks": 56}, {"id": "dots", "userWeeks": 25}, {"id": "muse", "userWeeks": 14}, {"id": "hermes-agent", "userWeeks": 5}, {"id": "gemini-spark", "userWeeks": 3}, {"id": "openclaw", "userWeeks": 3}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-10", "source": "YouTube", "community": "What's new in Grok Bot - Oct 7, 2026", "text": "for grok bot to do any actual work, it’s more expensive than hiring a human.", "link": "https://www.youtube.com/watch?v=gdsNKSWOSyo&lc=Ugw-7hCgCy0W2zamEGF4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "YouTube", "community": "What's new in Grok Bot - Oct 7, 2026", "text": "kinda useless? muse has its own ubunut deskptop and ram with chromium but this ? grok bot is worse than dots. xai really needs to focus on the llm part because the costs are too high for what it is an downright insulting", "link": "https://www.youtube.com/watch?v=gdsNKSWOSyo&lc=UgxfTFb13_ZU_BkGhbF4AaABAg"}, {"agent": "muse", "date": "2026-10-06", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "who the fuck say meta muse is cheap, test their 50$ subscription, it's horrible. can't compare to claude.", "link": "https://twitter.com/2938104403/status/2107457315528183963"}]}, {"name": "Paid allowance runs out within days", "definition": "Covers complaints that the usage bundled with a paid plan is used up after a day or a few days of normal or setup use, so the subscription feels like it buys too little. It excludes the cost of separately bought on-demand credits and the per-token cost of self-run agents.", "other": false, "userWeeks": 79, "posts": 86, "agents": [{"id": "grok-bot", "userWeeks": 67}, {"id": "muse", "userWeeks": 7}, {"id": "hermes-agent", "userWeeks": 2}, {"id": "openclaw", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-07", "source": "Reddit", "community": "r/GrokBot", "text": "my first week on grok bot cost me around 120 dollars. i have nothing left and need to wait 2 days until it resets. it consumed a lot of money.", "link": "https://www.reddit.com/r/GrokBot/comments/1wzsp9y/grok_bot_limits/pegduav/"}, {"agent": "grok-bot", "date": "2026-10-02", "source": "X", "community": "@bot", "text": "@poteto tell us how can we use @bot cheaper please. 🙏🏻 after 2 days of use i have to pay over $300 for my use. this is unfortunately unsustainable on my side. ☹️", "link": "https://twitter.com/2078111566084329472/status/2106065216132059223"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "@bot", "text": "@poteto @petergyang @bot moving away from grokbot. $20 sub isn’t enough and i’m not paying $60.", "link": "https://twitter.com/228437736/status/2104266234288132594"}]}, {"name": "Price hikes, promo ends, and shrinking bundles", "definition": "Covers complaints about prices going up over time: promos ending at a much higher price, tier restructures that multiply cost, bundled benefits quietly cut after prepaying, or overlapping subscriptions that make users pay twice for the same rights. It excludes complaints about a stable, unchanged price.", "other": false, "userWeeks": 76, "posts": 80, "agents": [{"id": "grok-bot", "userWeeks": 45}, {"id": "dots", "userWeeks": 11}, {"id": "muse", "userWeeks": 7}, {"id": "hermes-agent", "userWeeks": 6}, {"id": "openclaw", "userWeeks": 6}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-07", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "real cost: hermes agent rotation 25 sep — model retired (v4-flash). overnight: 4.4x jump ($0.015 → $0.066/m in). no warning. not watching = the most expensive feature.", "link": "https://twitter.com/1044578660/status/2107629767248015829"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "@bot", "text": "paying for a @bot subscription and paying for @x api usage on top of it doesn't seem to be the right pricing strategy.", "link": "https://twitter.com/1056730554438180864/status/2107294600360567082"}, {"agent": "grok-bot", "date": "2026-10-02", "source": "X", "community": "@bot", "text": "@elonmusk @bot why did i lose my bot?? 38 a month is too much. 20 was ok, for a blue check and a bot with super lite limitations. i was happy, and getting things accomplished. \nyou’ve gutted me.. i cannot afford this!", "link": "https://twitter.com/1517279985345732613/status/2105886650014498929"}]}, {"name": "On-demand credits and top-ups are poor value", "definition": "Covers complaints that buying extra usage or credits beyond the plan is overpriced, drains far faster than expected, or still leaves the user blocked, compared with upgrading. It excludes complaints about the base plan's own allowance or price.", "other": false, "userWeeks": 67, "posts": 68, "agents": [{"id": "grok-bot", "userWeeks": 49}, {"id": "hermes-agent", "userWeeks": 10}, {"id": "openclaw", "userWeeks": 4}, {"id": "muse", "userWeeks": 3}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "Reddit", "community": "r/GrokBot", "text": "lol the on demand buys you much less than say your $30 supergrok - each token costs much more and is not “subsidized” for lack of a better term\nlast week i found my team burns $5/hr not doing\nmuch of anything", "link": "https://www.reddit.com/r/GrokBot/comments/1x8pd5s/usage_complaint/pheyoh3/"}, {"agent": "hermes-agent", "date": "2026-10-10", "source": "X", "community": "@NousResearch", "text": "@nousresearch @tiny_fish as my gerasim (hermes agent) puts it:\nwe’ve been using the free search+fetch as a backup system since september. what’s new in the plugin is a paid, credit-based feature. there’s no reason for us to pay for that—we already have a local browser.", "link": "https://twitter.com/2023352631767257089/status/2108969842657378468"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@bot why do i have to pay additional for grok bot to search x?", "link": "https://twitter.com/2019868627877445633/status/2107955760328241404"}]}, {"name": "Same fee buys less in some regions", "definition": "Covers complaints that users in some countries pay the same or a similar subscription fee but get fewer features, no access to the agent, or a price that is out of line with local incomes. It excludes general complaints about price that have no regional angle.", "other": false, "userWeeks": 18, "posts": 18, "agents": [{"id": "grok-bot", "userWeeks": 11}, {"id": "dots", "userWeeks": 5}, {"id": "muse", "userWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "whether it's x money or the new grok bot template rewards, i feel it's unfair that there are too many differences in functions and plans between the us while paying the same subscription fee. i understand that both require x money and that the introduction in japan is complicated due to politics, but wouldn't it be nice to have some unique plans for japan?", "link": "https://twitter.com/1448226309109284869/status/2104160437944430842"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "Play Store", "community": "Play Store", "text": "turkish language support should be added and the prices are very expensive, the free version is also very poor.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "grok-bot", "date": "2026-09-03", "source": "Play Store", "community": "Play Store", "text": "it doesn't work even to try without a subscription. you want 650 czk per month for a robot that doesn't speak czech, and i can't even start it without money? you get a star for effort, but that's about it!", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 57, "posts": 59, "agents": [{"id": "grok-bot", "userWeeks": 17}, {"id": "dots", "userWeeks": 14}, {"id": "muse", "userWeeks": 11}, {"id": "hermes-agent", "userWeeks": 7}, {"id": "hark", "userWeeks": 5}, {"id": "openclaw", "userWeeks": 3}], "examples": [{"agent": "hermes-agent", "date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "i can't help but miss the \"h\". i was charged more than i expected when choosing the hermes agent model.", "link": "https://twitter.com/60807366/status/2111894362712133645"}]}]}, "billing.purchase_flow": {"userWeeks": 424, "declined": 0, "modes": [{"name": "Paid upgrade does not raise usage limits", "definition": "The user pays for an upgrade, add-on, top-up or bundled plan and the agent's quota does not reset, increase or get provisioned (for example, plans that don't stack, limits stuck at 100%, an included tier that never shows up, or a subscription the agent doesn't recognise); card declines and other checkout failures where no payment went through are out.", "other": false, "userWeeks": 65, "posts": 69, "agents": [{"id": "grok-bot", "userWeeks": 49}, {"id": "hermes-agent", "userWeeks": 6}, {"id": "muse", "userWeeks": 5}, {"id": "openclaw", "userWeeks": 4}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "@bot i can only use you in the grok app. on the grok bot app it shows my trial and on the web it shows the trial, but i’ve upgraded. been a week like this", "link": "https://twitter.com/621445221/status/2111787222647058514"}, {"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "@bot", "text": "@bot i purchased the premium membership several days ago, why is it still in \"under review\" status?", "link": "https://twitter.com/1439751405263155202/status/2111417207544778774"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@1potatodog @hark_labs yeah, i don’t even have the third hours and credits. it didn’t add yet despite going to add it", "link": "https://twitter.com/1613004034096381952/status/2111278127200494079"}]}, {"name": "Checkout fails or rejects valid payment methods", "definition": "The user can't finish paying because cards are declined, only some regions or card types are accepted, the payment page errors, hangs or loops between sign-ins, or card verification breaks; cases where the payment succeeded but the plan or quota never arrived are out.", "other": false, "userWeeks": 64, "posts": 68, "agents": [{"id": "muse", "userWeeks": 37}, {"id": "grok-bot", "userWeeks": 16}, {"id": "hermes-agent", "userWeeks": 5}, {"id": "openclaw", "userWeeks": 3}, {"id": "hark", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs did you all run out of pizza money?\ncard doesn’t work [link]", "link": "https://twitter.com/1355291616718815232/status/2111262034717454630"}, {"agent": "muse", "date": "2026-10-15", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "meta muse why can't i bind a chinese credit card, or what's going on? the country previously excluded china, and selecting the 37 american express card directly says invalid.", "link": "https://twitter.com/728552809/status/2110535605499449570"}, {"agent": "grok-bot", "date": "2026-10-14", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@grok @bot @imagine credits cannot be purchased according to the app, even with the auto top-up enabled... [link]", "link": "https://twitter.com/110874001/status/2110479727081529775"}]}, {"name": "Unexpected, duplicate or unconfirmed charges", "definition": "The user is charged money they did not expect or approve, such as repeated or looping charges, charges on first launch or for age checks, one-click purchases with no confirmation, uncapped overage, or silent usage bills; disputes about whether to refund a charge the user knowingly made are out.", "other": false, "userWeeks": 61, "posts": 70, "agents": [{"id": "grok-bot", "userWeeks": 24}, {"id": "muse", "userWeeks": 17}, {"id": "hark", "userWeeks": 12}, {"id": "hermes-agent", "userWeeks": 4}, {"id": "openclaw", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs it doesn’t work and tries to charge my card [link]", "link": "https://twitter.com/954959474594230273/status/2111342327205896368"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs @hark_labs the gift card was not applied and i was charged i lost 40$ and order was canceled. this is not what we expected.", "link": "https://twitter.com/1433606733394587652/status/2111305460347441643"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "didn’t work for me and got charged for it.\n@adcock_brett @hark_labs [link] [link]", "link": "https://twitter.com/14057238/status/2111281275155964258"}]}, {"name": "Promised discounts, referrals or credits not applied", "definition": "Promo codes, referral rewards, invite codes, first-purchase discounts or advertised bonus credits fail to redeem, are refused, or never show up in the account after purchase; regular plan quota that fails to refresh is out.", "other": false, "userWeeks": 59, "posts": 60, "agents": [{"id": "hark", "userWeeks": 28}, {"id": "muse", "userWeeks": 13}, {"id": "grok-bot", "userWeeks": 10}, {"id": "hermes-agent", "userWeeks": 6}, {"id": "dots", "userWeeks": 1}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs essentially nerd sniped my wife and i for pizza and didn't follow through with the $30 off. lol [link]", "link": "https://twitter.com/331184722/status/2111303554426409043"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs the gift card code to enter in the browser is still not working and i emailed support about the issue. [link]", "link": "https://twitter.com/1118920068451246081/status/2111283196625035326"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs the system that applies $30 is not working at my end - says the hark app", "link": "https://twitter.com/1635560143143452673/status/2111281492265713773"}]}, {"name": "Cannot cancel, downgrade or switch plans", "definition": "The user can't find or use a way to cancel, move to a cheaper or different tier, switch from annual to monthly, leave app-store billing, or move a subscription to another account, or the change goes through without proration or credit; first-time purchase failures are out.", "other": false, "userWeeks": 50, "posts": 53, "agents": [{"id": "grok-bot", "userWeeks": 29}, {"id": "muse", "userWeeks": 14}, {"id": "hermes-agent", "userWeeks": 2}, {"id": "poke", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}, {"id": "hark", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-13", "source": "X", "community": "@muse", "text": "is anyone able to upgrade their @muse code plan?? i subscribed to a low tier to test things out but now i am locked out of upgrading my plan because i can't find the option anywhere", "link": "https://twitter.com/1950764598782775296/status/2109988471968551028"}, {"agent": "muse", "date": "2026-10-02", "source": "Play Store", "community": "Play Store", "text": "i didn't order and they've been charging me for months. i can't find a way to cancel.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "grok-bot", "date": "2026-09-30", "source": "X", "community": "@bot", "text": "i’d advise against starting with grok bot. the withdrawal paperwork’s worse than any drug i’ve seen. @bot", "link": "https://twitter.com/47280168/status/2105171131577848136"}]}, {"name": "Refund refused or never received", "definition": "The user asks for money back after a mistaken, useless or faulty purchase and is refused (often because the plan was 'used'), gets only part of it back, or is promised a refund that never reaches their account; complaints about the original surprise charge with no refund request are out.", "other": false, "userWeeks": 45, "posts": 53, "agents": [{"id": "grok-bot", "userWeeks": 16}, {"id": "muse", "userWeeks": 16}, {"id": "hark", "userWeeks": 5}, {"id": "dots", "userWeeks": 3}, {"id": "hermes-agent", "userWeeks": 3}, {"id": "openclaw", "userWeeks": 1}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@adcock_brett took 2+ hours then @hark_labs had to work with support to get a refund [link]", "link": "https://twitter.com/1130058906/status/2111272330806624327"}, {"agent": "muse", "date": "2026-10-13", "source": "X", "community": "@muse", "text": "⚠️ @applesupport @muse ₹2,999 refund now! it’s 3 day free trial still, my money is stuck,m!resolve this immediately and confirm my full refund, or i will escalate this complaint to consumer grievance channels. stop passing the blame.\n#apple #muse #refundmymoney #consumerright", "link": "https://twitter.com/2109209516806168576/status/2109914684338163822"}, {"agent": "dots", "date": "2026-10-08", "source": "YouTube", "community": "Even AI Companies Can't Get AI To Work..", "text": "i figured it was just regular hiccups that could happen with anything. so i stupidly resubbed to chatgpt… dots. is. trash.\ni requested a refund within 5 hours and they denied my refund. had to get my bank involved and my bank issued me a refund. open ai is down baaaaaddd.", "link": "https://www.youtube.com/watch?v=NrWEWyRL85k&lc=UgzakQNnSo9V9ipy6yl4AaABAg"}]}, {"name": "Unclear pricing and plan structure before purchase", "definition": "The user can't tell what a plan or bundle includes, sees different prices on different channels, or is led by in-product prompts to buy the wrong product, and complains about this confusion before or apart from any specific failed charge or refund; actual failures to deliver purchased quota are out.", "other": false, "userWeeks": 30, "posts": 31, "agents": [{"id": "grok-bot", "userWeeks": 20}, {"id": "muse", "userWeeks": 6}, {"id": "hermes-agent", "userWeeks": 3}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "@bot", "text": "@cursor_ai @bot the sign up for a teams workspace is an absolute shambles. you’re directed to buy cursor teams licences, even if you only want grok bot, please make the link between products, required seats and pricing clearer before signing up. we wasted a $100 sorting this out.", "link": "https://twitter.com/17024955/status/2107085948362068084"}, {"agent": "muse", "date": "2026-09-30", "source": "Play Store", "community": "Play Store", "text": "i thought my order was going to be free but you asked for my credit card whats up with that .", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 58, "posts": 65, "agents": [{"id": "openclaw", "userWeeks": 19}, {"id": "grok-bot", "userWeeks": 11}, {"id": "muse", "userWeeks": 11}, {"id": "hark", "userWeeks": 10}, {"id": "hermes-agent", "userWeeks": 5}, {"id": "dots", "userWeeks": 2}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs still waiting to be compensated form being out $33…. [link]", "link": "https://twitter.com/47717164/status/2111571587858350121"}]}]}, "billing.token_efficiency": {"userWeeks": 977, "declined": 0, "modes": [{"name": "Bloated context resent on every turn", "definition": "Covers each request carrying far more input than the task needs, such as the full chat history, every skill, tool schemas, injected memory, duplicated responses or poor prompt caching, so that even a 'hi' costs tens of thousands of tokens; excludes extra turns caused by loops or multi-agent traffic.", "other": false, "userWeeks": 177, "posts": 186, "agents": [{"id": "hermes-agent", "userWeeks": 74}, {"id": "openclaw", "userWeeks": 49}, {"id": "grok-bot", "userWeeks": 46}, {"id": "muse", "userWeeks": 5}, {"id": "dots", "userWeeks": 3}], "examples": [{"agent": "openclaw", "date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "huge, playing w openclaw again recently, realised cache gets rebuilt for the silliest reasons … and the cost of that is insane. for not much gain in end user experience, someone can feel their usage to be 10x lower than it could be… [link]", "link": "https://twitter.com/1980611758298443776/status/2111817299103748372"}, {"agent": "hermes-agent", "date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@elshayib_ @thungdick had the same issue with hermes agent. switched to pi and the reasoning overhead dropped dramatically while output quality stayed the same. really happy with it so far.", "link": "https://twitter.com/1766266297984425984/status/2111551115737412076"}, {"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "@bot", "text": "@theaaron @grok @bot @poteto so the server re-reads the entire chat history every time and your usage increases exponentially. only solution so far is to have many short chats with your bots. chat gets long? open a new one.", "link": "https://twitter.com/1881431543551275008/status/2110969145424597418"}]}, {"name": "Agent-to-agent chatter and relay overhead", "definition": "Covers usage burned when agents message, consult, review or relay through each other (orchestrators, chief-of-staff hops, council meetings, bots replying to every channel message or triggering each other); excludes a single agent's own context size or looping.", "other": false, "userWeeks": 175, "posts": 183, "agents": [{"id": "grok-bot", "userWeeks": 120}, {"id": "hermes-agent", "userWeeks": 21}, {"id": "openclaw", "userWeeks": 19}, {"id": "dots", "userWeeks": 15}], "examples": [{"agent": "grok-bot", "date": "2026-10-16", "source": "Reddit", "community": "r/GrokBot", "text": "do you have teams or group chats available? i have yet to find a suitable alternative to grok bot where group chats work and grok burns usage like crazy when using them.", "link": "https://www.reddit.com/r/GrokBot/comments/1x6950g/opensource_grok_bot_alternative_sugabots/ph49x90/"}, {"agent": "dots", "date": "2026-10-10", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "don't use subagents with the new @chatgpt dot feature. usage is absolutely insane, results are not good. [link]", "link": "https://twitter.com/2058615230263963648/status/2109032286662590937"}, {"agent": "openclaw", "date": "2026-10-10", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "i have to let dot summon the little brother claude-code to work, otherwise the codex quota can't be burned at all. this kind of bot still feels like it consumes a lot of quota, similar to the previous openclaw. [link]", "link": "https://twitter.com/1766101524940476416/status/2108749898321686814"}]}, {"name": "Premium model used for routine work", "definition": "Covers the agent choosing or silently routing to expensive models or high-reasoning modes for simple, routine or heartbeat tasks, or not letting users pick a cheaper model; excludes overspending caused by how many tokens a turn carries.", "other": false, "userWeeks": 131, "posts": 137, "agents": [{"id": "grok-bot", "userWeeks": 66}, {"id": "hermes-agent", "userWeeks": 37}, {"id": "openclaw", "userWeeks": 16}, {"id": "dots", "userWeeks": 9}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "muse", "userWeeks": 1}], "examples": [{"agent": "gemini-spark", "date": "2026-10-15", "source": "X", "community": "X search: Gemini Spark", "text": "our gemini spark argon consumes 24% of the usage limit in one hit, it's laughable [link]", "link": "https://twitter.com/1624307614149652480/status/2110581814935068726"}, {"agent": "dots", "date": "2026-10-10", "source": "YouTube", "community": "Set up your dot in the ChatGPT mobile app", "text": "plus users = if you get this you can't use it with the current astra model - it will burn through your allowance in minutes.", "link": "https://www.youtube.com/watch?v=p5KxBTUncoE&lc=UgwXeZP8gDzjTYnVc9B4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "@bot", "text": "@grok @bot it seems to me that bot is already calling opus 5.5 usage for small requests! that was different last week.", "link": "https://twitter.com/1612232853013553152/status/2108004482772607011"}]}, {"name": "Costly method chosen over cheap available path", "definition": "Covers the agent picking a token- or resource-heavy approach when a lighter one exists, such as browser computer use instead of a connector, processing full-size images or video, spinning up paid cloud resources, or taking screenshots and recordings nobody asked for; excludes picking the model itself.", "other": false, "userWeeks": 94, "posts": 97, "agents": [{"id": "grok-bot", "userWeeks": 61}, {"id": "hermes-agent", "userWeeks": 12}, {"id": "openclaw", "userWeeks": 11}, {"id": "dots", "userWeeks": 7}, {"id": "muse", "userWeeks": 2}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@1edgar @openai dot now habitually uses codex, so the early method that did not consume quota has almost disappeared. for a very small task, it will open a codex session.", "link": "https://twitter.com/2075574700793851904/status/2111387347308970062"}, {"agent": "grok-bot", "date": "2026-10-16", "source": "Reddit", "community": "r/AI_Agents", "text": "well 16+ tool calls was a surprise. grok bot hands off to cursor already so it really should handle it. it's an optimiation i was surprised grok didn't already do!", "link": "https://www.reddit.com/r/AI_Agents/comments/1x70sg5/comment/ph3xpfk/"}, {"agent": "dots", "date": "2026-10-14", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@omgitsderek @openai dots spins up codex threads. desktop app/chat doesn't use limits, that may be the difference you're seeing. if the dot does something itself it's supposed to be free (for now) but mine just likes to spin up codex threads to do everything.", "link": "https://twitter.com/1846213442656784384/status/2110415186448499019"}]}, {"name": "Runaway loops that ignore completion or stop", "definition": "Covers agents that keep retrying, reconnecting, re-planning, waiting on a stuck step or running background processes after the task is done, failed, or the user said stop, including during outages; excludes work that is planned and recurring.", "other": false, "userWeeks": 78, "posts": 85, "agents": [{"id": "grok-bot", "userWeeks": 35}, {"id": "hermes-agent", "userWeeks": 20}, {"id": "openclaw", "userWeeks": 15}, {"id": "dots", "userWeeks": 7}, {"id": "muse", "userWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@somora_ai @connortalksai fair call. controlled for the same model and core tools. the difference was mainly schema overhead and recovery handling—hermes stays lean and closer to the metal, whereas openclaw introduced more retry churn in my loops.", "link": "https://twitter.com/1523533577081614336/status/2111810978140852494"}, {"agent": "hermes-agent", "date": "2026-10-14", "source": "X", "community": "@NousResearch", "text": "@witcheer @nousresearch @teknium but the issue still stands right, it shouldn’t retry in 3 seconds when it knows the reset comes after x hours", "link": "https://twitter.com/2017677882378551296/status/2110258754193445050"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "@bot", "text": "i'm pretty much stuck on grok @bot. had a sudden incredible 25% token burn in an hour for some reason. had to stop for the rest of the week. basically paying for a digital paperweight at this point.", "link": "https://twitter.com/143483618/status/2108590303208993238"}]}, {"name": "Rework of finished or self-broken work", "definition": "Covers usage spent redoing tasks already finished after lost or compacted context, or fixing problems the agent or its own update created, including fabricated fixes that never worked; excludes the first attempt at a task that is simply hard.", "other": false, "userWeeks": 75, "posts": 82, "agents": [{"id": "hermes-agent", "userWeeks": 25}, {"id": "openclaw", "userWeeks": 25}, {"id": "grok-bot", "userWeeks": 16}, {"id": "muse", "userWeeks": 7}, {"id": "hark", "userWeeks": 1}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "poke", "date": "2026-10-14", "source": "X", "community": "@interaction", "text": "3/ early poke @interaction stopped mid-answer when i sent a new message, and switched to that.\nmy chat history showed i’d often ask it to finish, only for it to start over.\nthat hard stop didn’t save compute: the same content got generated twice.", "link": "https://twitter.com/4888576830/status/2110399063183200667"}, {"agent": "hermes-agent", "date": "2026-10-02", "source": "X", "community": "@NousResearch", "text": "another productive session with hermes @nousresearch! fixing hermes desktop and wasting chatgpt usage! [link]", "link": "https://twitter.com/1171256013472718849/status/2105881291245690955"}]}, {"name": "Scheduled checks and heartbeats draining idle quota", "definition": "Covers cron jobs, watchdog pokes, polling and heartbeats that use up allowance while nothing useful happens, including polling where an event hook or connector would do; excludes one-off tasks the user started.", "other": false, "userWeeks": 57, "posts": 59, "agents": [{"id": "grok-bot", "userWeeks": 32}, {"id": "hermes-agent", "userWeeks": 10}, {"id": "openclaw", "userWeeks": 10}, {"id": "muse", "userWeeks": 4}, {"id": "dots", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "@bot", "text": "@romitkr @bot $10 to send one message to 15 paused agents is the most expensive group chat in history. i learned the same lesson when my idle agents kept billing me for doing nothing. paused should mean paused, not paused-but-billing.", "link": "https://twitter.com/1881173355921108992/status/2110994438097150460"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "Reddit", "community": "r/GrokBot", "text": "if you have routines and the app is open, it just burns tokens...", "link": "https://www.reddit.com/r/GrokBot/comments/1wytj5l/love_grokbot_but_its_a_usage_hog/pe6d6vl/"}, {"agent": "openclaw", "date": "2026-09-29", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "on a fresh openclaw installation i just sent a \"hi\" to test the setup.\nit burned 300k tokens in 2 days for empty heartbeats.\ni guess that's just a small fix right, shall i go for it @steipete ? :)", "link": "https://twitter.com/199608022/status/2104884371119345878"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 215, "posts": 222, "agents": [{"id": "grok-bot", "userWeeks": 105}, {"id": "openclaw", "userWeeks": 43}, {"id": "hermes-agent", "userWeeks": 41}, {"id": "dots", "userWeeks": 14}, {"id": "muse", "userWeeks": 10}, {"id": "hark", "userWeeks": 2}], "examples": [{"agent": "hermes-agent", "date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@67xlgroyper prolly not quite as smart as claude lol but its legtiminstly 100 cheaper for 85 percent of the performance so i use it to power my hermes agent cause that things a fucking token hog", "link": "https://twitter.com/2064476208235196416/status/2111846000495309135"}, {"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "@bot i see the usage is increasing too fast, much more than last week, even though i'm doing less work with it.", "link": "https://twitter.com/4721013248/status/2111733525858955334"}, {"agent": "openclaw", "date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@connortalksai why not both? although openclaw burns tokens with impunity", "link": "https://twitter.com/1980821258469314560/status/2111697181149446419"}]}]}, "billing.usage_cap": {"userWeeks": 2595, "declined": 0, "modes": [{"name": "Weekly allowance exhausted within hours or days", "definition": "The plan's included usage runs out far sooner than the billing window, often within hours or one to two days of a weekly cycle, even with light use or on top-tier plans. Out of scope: specific tasks or automations being blamed for the drain, and pools being split.", "other": false, "userWeeks": 1084, "posts": 1199, "agents": [{"id": "grok-bot", "userWeeks": 876}, {"id": "muse", "userWeeks": 64}, {"id": "hermes-agent", "userWeeks": 59}, {"id": "openclaw", "userWeeks": 44}, {"id": "hark", "userWeeks": 22}, {"id": "dots", "userWeeks": 11}, {"id": "gemini-spark", "userWeeks": 5}, {"id": "instinct", "userWeeks": 2}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@texas_twins_dad i was, i switched, wish i hadn’t. in less than 24 hours, 24% usage.\nbefore when grok bot usage was over 90%, would just use grok and grok build.\nnow i cannot even do that. 🫤", "link": "https://twitter.com/15162038/status/2111819868966359481"}, {"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "@guillebuilds @bot i started today and i've already spent 3% in 2 hours", "link": "https://twitter.com/802579892/status/2111804754661691712"}, {"agent": "muse", "date": "2026-10-18", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "“meta muse weekly’s weekly free tokens are now — just 500m or less — and i burned through them all in less than a day. 💀”\nafter i burn up 30b token i might need to purchase a plan. [link]", "link": "https://twitter.com/1180483618352717824/status/2111769211987280358"}]}, {"name": "Background automations and single tasks silently drain quota", "definition": "Scheduled routines, frequent polling, email handling, multi-bot teams, restarts or one long task use up a large share of the quota without warning, sometimes before the task even finishes. Out of scope: general complaints that the allowance is small, with no cause named.", "other": false, "userWeeks": 324, "posts": 343, "agents": [{"id": "grok-bot", "userWeeks": 241}, {"id": "hermes-agent", "userWeeks": 29}, {"id": "dots", "userWeeks": 20}, {"id": "openclaw", "userWeeks": 15}, {"id": "muse", "userWeeks": 13}, {"id": "hark", "userWeeks": 4}, {"id": "gemini-spark", "userWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "@bot", "text": "@theaaron @grok @bot @poteto samething happened to my account, say grokbot used 70% of it , i asked it to check twitter and do some google for me.", "link": "https://twitter.com/2048924932919484416/status/2111080330430226555"}, {"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "@bot", "text": "my @grok @bot usage just went from 17% to 100% in 1 message and it says 7 days until reset????????? hello?????/ what??????????????", "link": "https://twitter.com/1851798701246664704/status/2110861653260873999"}, {"agent": "dots", "date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "is there anyone who is completely working with glock @bot and @chatgpt dots? with the current usage restrictions, i can only manage to organize emails satisfactorily, and if i try to post on x every day, it won't last a week.", "link": "https://twitter.com/267007697/status/2110728861629723106"}]}, {"name": "Long lockout waiting for fixed reset", "definition": "Once the quota is used up, the user is locked out for days until a fixed reset time and has no way to reset early or bank a reset for later, so work stalls mid-project. Out of scope: resets that happen at the wrong time or not at all.", "other": false, "userWeeks": 250, "posts": 261, "agents": [{"id": "grok-bot", "userWeeks": 207}, {"id": "muse", "userWeeks": 12}, {"id": "hermes-agent", "userWeeks": 9}, {"id": "openclaw", "userWeeks": 9}, {"id": "hark", "userWeeks": 7}, {"id": "dots", "userWeeks": 5}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-18", "source": "X", "community": "@muse", "text": "@muse making it pretty easy to churn to @instinct after hitting usage limit and won’t reset for 6 days 😂", "link": "https://twitter.com/1628226961922461696/status/2111731309701963779"}, {"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "who is having token usage anxiety now🙋♂️\n@bot @poteto please increase the usage limit for ultra or some reset love please 🙏\n91%. 4 days left 😱😮💨 [link]", "link": "https://twitter.com/1651277178330398770/status/2111609644380565673"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "8% left and it resets on nov 6 :)\nhurting a lot, half of my brain started thinking on how to manage after hitting 100%.\ni got addicted to this tech. especially addicted to hark. \n@hark_labs \n@adcock_brett [link]", "link": "https://twitter.com/1287599568947777536/status/2111460167355371799"}]}, {"name": "Reset fails, misfires or comes unexpectedly", "definition": "The quota reset behaves wrongly: it doesn't arrive for some users, comes twice, arrives at an unexpected time, or an automatic reset is spent while the user has barely used the quota. Out of scope: complaints that the scheduled reset wait is simply too long.", "other": false, "userWeeks": 211, "posts": 231, "agents": [{"id": "grok-bot", "userWeeks": 176}, {"id": "muse", "userWeeks": 15}, {"id": "hermes-agent", "userWeeks": 10}, {"id": "openclaw", "userWeeks": 5}, {"id": "dots", "userWeeks": 4}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-18", "source": "X", "community": "@muse", "text": "hey @muse @alexandr_wang , my free plan weekly limit was supposed to reset oct 17, but it never went through. usage carried over 57% to 67%, and the reset date rolled to oct 24. already sent a report in app. can you look into it? is anyone else seeing this? [link]", "link": "https://twitter.com/1367451720880586753/status/2111717283777454381"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "Reddit", "community": "r/GrokBot", "text": "that's facts. i use up my 100% in the first 2 days of getting it but i don't be using it that much. it just resets itself with about 15% usage now", "link": "https://www.reddit.com/r/GrokBot/comments/1x0c0dd/its_crazy_how_fast_grokbot_eats_up_your_weekly/pem5zht/"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "X", "community": "@bot", "text": "@elonmusk @bot i just went from 65% used to 83% used in an hour! something is very wrong!", "link": "https://twitter.com/143483618/status/2107942674221167060"}]}, {"name": "Agent quota isolated from other subscription pools", "definition": "The agent draws from its own separate pool with its own reset cycle, so it hits its cap while other pools in the same subscription stay unused, or the allowance differs a lot depending on where the plan was bought. Out of scope: the overall size of a single unified pool.", "other": false, "userWeeks": 201, "posts": 221, "agents": [{"id": "grok-bot", "userWeeks": 165}, {"id": "hermes-agent", "userWeeks": 16}, {"id": "muse", "userWeeks": 9}, {"id": "openclaw", "userWeeks": 9}, {"id": "dots", "userWeeks": 1}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-10", "source": "X", "community": "@bot", "text": "@bot would love ultra-level (20x) usage available on teams seats. premium is great for collaboration/sso, but 5x standard still falls short for heavy agent users who need both team features and ultra capacity. any plans to offer an ultra-tier teams seat? 🙏", "link": "https://twitter.com/1519855274433159168/status/2108732502005481663"}]}, {"name": "Allowance tightened or cost per task raised unannounced", "definition": "Limits drop, free tiers get cut, or a model change multiplies the credits each task costs without notice, so the same plan suddenly gives much less usage than before. Out of scope: limits that were always low from the start.", "other": false, "userWeeks": 168, "posts": 181, "agents": [{"id": "grok-bot", "userWeeks": 82}, {"id": "dots", "userWeeks": 38}, {"id": "hermes-agent", "userWeeks": 15}, {"id": "muse", "userWeeks": 14}, {"id": "openclaw", "userWeeks": 14}, {"id": "hark", "userWeeks": 3}, {"id": "gemini-spark", "userWeeks": 2}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "could you increase the free-tier limits? i’ve been a member since the early days; previously, i never ran out of my limit, but today, for the first time, i’ve hit the limit.\n@hark_labs @abidur_c @adcock_brett [link]", "link": "https://twitter.com/2110321273351872512/status/2111465071624765778"}, {"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "@bot", "text": "i do wish i had not switched to the new @grok @bot plan. i now get way less usage than i did before.\n@grok can you confirm how much lower token usage is in the new plus plan?", "link": "https://twitter.com/1221868886414356482/status/2111107752143749615"}, {"agent": "hark", "date": "2026-10-12", "source": "X", "community": "@hark_labs", "text": "wtf @hark_labs @adcock_brett \ni thought there was no monthly limit? and y'all were generous for past days.\ni didn't notice this at all [link]", "link": "https://twitter.com/1310510288312041472/status/2109720443502694647"}]}, {"name": "Undisclosed allowance size and missing usage meter", "definition": "The plan doesn't say how many tokens or tasks it includes and gives no live meter or per-action cost estimate, so users can't plan and only find out about the cap when they hit it. Out of scope: unexpected charges or billing amounts beyond the quota.", "other": false, "userWeeks": 140, "posts": 146, "agents": [{"id": "grok-bot", "userWeeks": 93}, {"id": "muse", "userWeeks": 13}, {"id": "hermes-agent", "userWeeks": 11}, {"id": "openclaw", "userWeeks": 8}, {"id": "dots", "userWeeks": 7}, {"id": "hark", "userWeeks": 6}, {"id": "gemini-spark", "userWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "Reddit", "community": "r/GrokBot", "text": "no i really don't, i want to be able to pay the 100 bucks and not live in stress that my usage is going to go crazy. i'm not coding or anything. just using it by myself as a personal assistant", "link": "https://www.reddit.com/r/GrokBot/comments/1x94x8m/something_is_definitely_wrong/phj5zbx/"}, {"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "@bot @bot can you reset mine. i just tried it for the first time today and a few minutes later it said my usage was at 100 percent. i didn’t know i had a limit. i will be more responsible from now on.", "link": "https://twitter.com/1452369554/status/2111879900416393513"}, {"agent": "hark", "date": "2026-10-14", "source": "X", "community": "@hark_labs", "text": "i've noticed my hark monthly usage going down pretty fast on the pro2 plan. i was on 80% daily usage yesterday, and i'm at 70% usage today, but my monthly usage is almost 30%. i got pro2 yesterday. is this right? 🙏 love it but dayummm\n@hark_labs @adcock_brett [link]", "link": "https://twitter.com/553960938/status/2110171790337302683"}]}, {"name": "Paid top-ups deplete disproportionately fast", "definition": "Extra usage bought on demand or as top-ups is used up almost immediately (for example $5 in fifteen minutes or $500 for one task), so it gives poor value compared with upgrading tiers. Out of scope: the included plan allowance itself.", "other": false, "userWeeks": 134, "posts": 139, "agents": [{"id": "grok-bot", "userWeeks": 99}, {"id": "hermes-agent", "userWeeks": 18}, {"id": "openclaw", "userWeeks": 8}, {"id": "muse", "userWeeks": 4}, {"id": "hark", "userWeeks": 3}, {"id": "dots", "userWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "since grokbot is under rate limit, i tried setting it to pay-as-you-go $1 and it disappeared in seconds. this is impossible unless it's under a subscription plan.", "link": "https://twitter.com/248281741/status/2111347128413069797"}, {"agent": "grok-bot", "date": "2026-10-12", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk @emostaque @bot @grok extra grok bot credits get burned up far too fast $5 per minute in my experience", "link": "https://twitter.com/1251278668384686080/status/2109679617493643605"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "grok bot even if i add about 5 dollars, it only lasts about 15 minutes lol", "link": "https://twitter.com/7622742/status/2108685450542231966"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 258, "posts": 270, "agents": [{"id": "grok-bot", "userWeeks": 101}, {"id": "dots", "userWeeks": 50}, {"id": "hark", "userWeeks": 29}, {"id": "hermes-agent", "userWeeks": 28}, {"id": "muse", "userWeeks": 27}, {"id": "openclaw", "userWeeks": 17}, {"id": "gemini-spark", "userWeeks": 4}, {"id": "instinct", "userWeeks": 1}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@actuallyisaak @ivanfioravanti @adcock_brett @hark_labs yea i'm basically in the same spot, close to my monthly limit already 😅 +1 on the pay per usage idea @hark_labs, i'd pay for extra credits no question", "link": "https://twitter.com/1658290090626392067/status/2111568875510698382"}, {"agent": "hermes-agent", "date": "2026-10-17", "source": "X", "community": "@NousResearch", "text": "dude, i simply managed to exhaust all the free models from @nousresearch, @openrouter, and @geminiapp on hermes agent. now i'm here, stuck like a palm tree because i can't do anything else kkkkkk🤣🤣🤣 (i'm laughing but it's out of sadness)", "link": "https://twitter.com/2516497284/status/2111550501049545137"}]}]}, "connect.account_link": {"userWeeks": 989, "declined": 0, "modes": [{"name": "Connector authorisation flow fails to complete", "definition": "Covers adding a supported or custom connector, account or payment profile (e.g. OAuth consent, callback, token exchange, client registration, permission grant) that errors out, loops or never finishes, so the account never gets linked. Excludes connectors that linked successfully and later lost access.", "other": false, "userWeeks": 270, "posts": 284, "agents": [{"id": "muse", "userWeeks": 93}, {"id": "grok-bot", "userWeeks": 85}, {"id": "hermes-agent", "userWeeks": 30}, {"id": "openclaw", "userWeeks": 24}, {"id": "dots", "userWeeks": 15}, {"id": "hark", "userWeeks": 14}, {"id": "gemini-spark", "userWeeks": 9}], "examples": [{"agent": "grok-bot", "date": "2026-10-17", "source": "Reddit", "community": "r/GrokBot", "text": "did the same thing with google drive. even with native connector. no luck unfortunately.", "link": "https://www.reddit.com/r/GrokBot/comments/1x85kat/the_biggest_issue_making_me_cancel_my_200/phad03j/"}, {"agent": "hark", "date": "2026-10-13", "source": "X", "community": "@hark_labs", "text": "@hark_labs hark pro is having issue connecting with [link]. please attend to this", "link": "https://twitter.com/933466702590853121/status/2110121372403863940"}, {"agent": "hermes-agent", "date": "2026-10-13", "source": "X", "community": "@NousResearch", "text": "@nousresearch seems like connectors on nous portal has the issue right now? \nit shows oauth app with client id does not exist. and invalid redirect url.", "link": "https://twitter.com/144893957/status/2109845222398247056"}]}, {"name": "Agent browser can't use user's logins", "definition": "Covers an agent that can't attach to the user's real browser profile, cookies, saved passwords or password manager (e.g. 1Password, LastPass, Chrome logins), so it opens a fresh signed-out browser, can't fill in passwords or keeps asking for vault approval. Excludes sessions that worked and later expired.", "other": false, "userWeeks": 104, "posts": 117, "agents": [{"id": "grok-bot", "userWeeks": 40}, {"id": "muse", "userWeeks": 23}, {"id": "hermes-agent", "userWeeks": 21}, {"id": "dots", "userWeeks": 13}, {"id": "openclaw", "userWeeks": 3}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "hark", "userWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@grok @bot @grok my bots are not managing secrete effectively. they are forcing me to take over their screen to input my passwords and credentials directly. this is highly inconvenient", "link": "https://twitter.com/1789005514447495169/status/2111571458841616611"}, {"agent": "grok-bot", "date": "2026-10-13", "source": "YouTube", "community": "What's new in Grok Bot - Oct 13, 2026", "text": "better password management coming soon for checking in and out of different web based accounts? keeping having to wrestle with bitwarden to keep it working", "link": "https://www.youtube.com/watch?v=8_K9yAckFh0&lc=UgzvyWDWzVuy1vv5J-Z4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "YouTube", "community": "Organizing my life with Grok Bot", "text": "grok bot needs a better way to store passwords. even using 1password or similar solutions there are plenty of tasks that require weird logins that it cant pass but would be super simple if it could type passwords as a normal person", "link": "https://www.youtube.com/watch?v=zRNY93MtwFs&lc=UgzHk_iccuudPNmwSAR4AaABAg"}]}, {"name": "Model provider account or subscription won't connect", "definition": "Covers an agent that can't authenticate with or keep using the user's LLM provider account, subscription plan, OAuth or API key (e.g. Codex, Claude CLI, OpenRouter, OpenCode Go, local servers), showing auth or header errors or missing models. Excludes slow or rate-limited responses once connected.", "other": false, "userWeeks": 100, "posts": 104, "agents": [{"id": "hermes-agent", "userWeeks": 51}, {"id": "openclaw", "userWeeks": 31}, {"id": "grok-bot", "userWeeks": 9}, {"id": "dots", "userWeeks": 8}, {"id": "muse", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-08", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "is anyone successfully using chatgpt dots with local codex?\ni’m having trouble getting them to work together reliably. i keep running into errors like “conversation not found” and “unable to obtain approval.”\ncurious how others are handling this integration.\n#chatgpt #codex", "link": "https://twitter.com/1614233868361699329/status/2108047236039152072"}, {"agent": "openclaw", "date": "2026-10-06", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "i can't use chatgpt with oauth connection on openclaw... it happened yesterday too, but it seems to have been resolved around midnight, so i guess i'll have to wait again...", "link": "https://twitter.com/1135370450437992448/status/2107375082897379481"}]}, {"name": "Linked connector silently loses access or permissions", "definition": "Covers a connector that was working, or still shows as connected, but starts failing calls, drops scopes (e.g. reply turned into draft-only), disconnects, or needs repeated reconnecting, and the agent may quietly fall back to unauthenticated access. Excludes first-time setup failures and breakage caused by an agent update.", "other": false, "userWeeks": 99, "posts": 116, "agents": [{"id": "muse", "userWeeks": 37}, {"id": "grok-bot", "userWeeks": 29}, {"id": "hermes-agent", "userWeeks": 10}, {"id": "dots", "userWeeks": 8}, {"id": "gemini-spark", "userWeeks": 7}, {"id": "hark", "userWeeks": 4}, {"id": "openclaw", "userWeeks": 3}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-17", "source": "Reddit", "community": "r/GrokBot", "text": "every second day my dots tells me it lost connection to the services...", "link": "https://www.reddit.com/r/GrokBot/comments/1x5tq6r/i_think_grokbot_paid_for_its_self_for_now/ph7vpw9/"}, {"agent": "gemini-spark", "date": "2026-10-14", "source": "X", "community": "X search: Gemini Spark", "text": "@_philschmid i give a task using gemini argon to fill data inside gemini spark (task), but it can't edit sheets due to a permission block. so, i try with different model but it still fail the task\ni am using gemini model for my daily task.", "link": "https://twitter.com/1985457081672159232/status/2110466090707173864"}, {"agent": "muse", "date": "2026-10-13", "source": "X", "community": "@muse", "text": "@muse @muse facebook shows \"connected\" but all api calls return 403 invalid_viewer_context for weeks. whatsapp linking crashes the app. both server-side, reconnecting doesn't help. i run a small trade business and need these channels. any timeline for a fix?", "link": "https://twitter.com/1965333483376836609/status/2109999420800716892"}]}, {"name": "Website logins not persisting between runs", "definition": "Covers sites the agent has already logged into in its own or cloud browser that sign it out again, so the user has to re-enter credentials or 2FA every run, every day or after idle, restarts or location-based security checks. Excludes login flows that never succeed at all and API or OAuth connectors.", "other": false, "userWeeks": 93, "posts": 96, "agents": [{"id": "grok-bot", "userWeeks": 39}, {"id": "muse", "userWeeks": 21}, {"id": "hark", "userWeeks": 11}, {"id": "dots", "userWeeks": 10}, {"id": "hermes-agent", "userWeeks": 5}, {"id": "openclaw", "userWeeks": 5}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs doesn’t work with google sign attached to doordash. it’s asked for my two step verification code four times now", "link": "https://twitter.com/1480243370798764040/status/2111276282042319126"}, {"agent": "hark", "date": "2026-10-16", "source": "X", "community": "@hark_labs", "text": "@traviscurnutte @hark_labs mine was a horrible experience trying to login to doordash through its own browser for like 20 min, including locking me out of my gmail for trying too many times. so there’s that", "link": "https://twitter.com/1577435599757271048/status/2111242357987234220"}, {"agent": "hark", "date": "2026-10-15", "source": "X", "community": "@hark_labs", "text": "hi @hark_labs, your agent couldn’t sign me in to linkedin, can you solve this please ? [link]", "link": "https://twitter.com/1976479003344093184/status/2110635277173809291"}]}, {"name": "Separate product accounts can't be linked together", "definition": "Covers a user's identities across one vendor's related products (e.g. agent app, chat app, social account, car, partner IDE subscription) that can't be linked, link to the wrong person, or appear linked but don't share access. Excludes linking third-party services such as email or banks.", "other": false, "userWeeks": 92, "posts": 95, "agents": [{"id": "grok-bot", "userWeeks": 62}, {"id": "muse", "userWeeks": 18}, {"id": "openclaw", "userWeeks": 5}, {"id": "dots", "userWeeks": 3}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "hermes-agent", "userWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-13", "source": "X", "community": "@bot", "text": "@bot i am unable to connect cursor even after 8 hrs of subscription.", "link": "https://twitter.com/1700792738181193728/status/2109893590491275682"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "X", "community": "@bot", "text": "@elonmusk @bot @spacex this button doesn’t work. i can’t link my account.\n@bot [link]", "link": "https://twitter.com/1020948278555422720/status/2107747973623132359"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "@bot", "text": "@grok @bot @x a bit silly that i had to hook up a connector for this when it’s my x account that i had to use to log in to my bot account…", "link": "https://twitter.com/76863112/status/2107492557764579819"}]}, {"name": "Messaging channel or gateway connection keeps dropping", "definition": "Covers the link between the agent and the channels or remote clients it is reached through (e.g. Telegram, Slack, WhatsApp, desktop gateway websocket, Tailscale) failing to connect, looping or disconnecting until a manual restart. Excludes third-party data connectors and failures triggered by an update.", "other": false, "userWeeks": 70, "posts": 71, "agents": [{"id": "hermes-agent", "userWeeks": 25}, {"id": "openclaw", "userWeeks": 22}, {"id": "muse", "userWeeks": 11}, {"id": "grok-bot", "userWeeks": 8}, {"id": "dots", "userWeeks": 4}], "examples": [{"agent": "dots", "date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "chatgpt dot, it's not connecting again today.\ni'm losing energy because the connection is blocked before i can even try anything.\ni just want to use it a bit.\ni wonder if it will work tomorrow.", "link": "https://twitter.com/2106734588244676608/status/2111144545526440396"}, {"agent": "dots", "date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i'm trying to connect my chatgpt dot to my vps, but it's simply impossible. does anyone know how to solve this?", "link": "https://twitter.com/2057998714916999168/status/2110832902850408720"}, {"agent": "hermes-agent", "date": "2026-10-12", "source": "YouTube", "community": "Cara Install Hermes Agent di Windows — Lengkap dari Nol! 🚀", "text": "bang, why does mine show an error message saying \"messaging platforms failed to load\" when i open the message to connect to telegram?", "link": "https://www.youtube.com/watch?v=oZcMsDQfpZc&lc=Ugx0KE60LrQqKjfWaUF4AaABAg"}]}, {"name": "Updates break existing connections and credentials", "definition": "Covers an agent version update or config migration that wipes or invalidates paired channels, provider logins or device tokens, so the user has to reconfigure or re-pair things that worked before the update. Excludes drops that happen without any update.", "other": false, "userWeeks": 38, "posts": 45, "agents": [{"id": "openclaw", "userWeeks": 24}, {"id": "hermes-agent", "userWeeks": 10}, {"id": "grok-bot", "userWeeks": 3}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "@bot", "text": "reconnecting all banks and financial institutions each week will not work @bot did the token reset also reset these connections?", "link": "https://twitter.com/1219369461041418240/status/2107099252229132375"}, {"agent": "hermes-agent", "date": "2026-09-30", "source": "X", "community": "@NousResearch", "text": "why do i have to reconfigure and reconnect the provider after each update @nousresearch ? [link]", "link": "https://twitter.com/1985794132611330048/status/2105329056157958272"}, {"agent": "grok-bot", "date": "2026-09-19", "source": "X", "community": "@bot", "text": "i suddenly see no way to add new custom mcp servers, or view/edit/delete existing ones in @grok @bot, whereas it worked great before - is this a known recent issue? this is on latest windows v0.57.1. android v1.11.1 (266) can't add and can't delete existing ones.", "link": "https://twitter.com/1518684648712376323/status/2101397676030112242"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 131, "posts": 134, "agents": [{"id": "grok-bot", "userWeeks": 31}, {"id": "dots", "userWeeks": 22}, {"id": "muse", "userWeeks": 22}, {"id": "hark", "userWeeks": 20}, {"id": "openclaw", "userWeeks": 18}, {"id": "hermes-agent", "userWeeks": 17}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "i laughed my ass off because the grok bot couldn't log in to x.", "link": "https://twitter.com/363476641/status/2111753345090343248"}, {"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@grok @bot @cursor_ai @elonmusk it keeps redirecting when trying to login at [link]. it seems it has no idea at all at how to deal with my accounts😶🌫️", "link": "https://twitter.com/2931201/status/2111356943818510397"}]}]}, "connect.coverage": {"userWeeks": 779, "declined": 0, "modes": [{"name": "Requested third-party app has no connector", "definition": "The user names a consumer or work service the agent cannot connect to at all, or asks in general for more connectors. Examples are YouTube, Google Photos, Tesla, Instacart, Walmart, Canva, Telegram, Yahoo Mail, GitHub, Shopify and Trello. Out of scope: Apple-ecosystem apps, banking and finance services, the vendor's own sibling products, and connectors that exist but work poorly.", "other": false, "userWeeks": 168, "posts": 174, "agents": [{"id": "muse", "userWeeks": 87}, {"id": "grok-bot", "userWeeks": 39}, {"id": "hark", "userWeeks": 12}, {"id": "dots", "userWeeks": 11}, {"id": "hermes-agent", "userWeeks": 7}, {"id": "openclaw", "userWeeks": 6}, {"id": "gemini-spark", "userWeeks": 5}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "Play Store", "community": "Play Store", "text": "can't and clean up yahoo mail, canvas instructure for college. can't connect to most banking apps or services like water bills and electricity bills to optimize them either.", "link": "https://play.google.com/store/apps/details?id=com.hark.android"}, {"agent": "muse", "date": "2026-10-17", "source": "App Store", "community": "App Store", "text": "the app don’t even work with getting access to my messenger to even reply or do anything for me this sucks. it does the same as chat gpt", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "grok-bot", "date": "2026-10-13", "source": "YouTube", "community": "What's new in Grok Bot - Oct 13, 2026", "text": "more mail provider support coming soon? zoho mail for example. nightmare logging in and out of different inboxes.", "link": "https://www.youtube.com/watch?v=8_K9yAckFh0&lc=UgzCI3OwNkw1hGD67-Z4AaABAg"}]}, {"name": "Existing connector is partial or broken", "definition": "A connector for the service exists but fails, has stopped working, or exposes too little. Examples are Slack or Discord reads limited to the current channel, Outlook rejecting school or work accounts, no follower lists from X, Spotify playlists that can't be edited, Google Tasks without due times, lost Drive or Sheets access, and broken WhatsApp or Health Connect sync. Out of scope: services with no connector at all.", "other": false, "userWeeks": 147, "posts": 152, "agents": [{"id": "muse", "userWeeks": 46}, {"id": "grok-bot", "userWeeks": 39}, {"id": "hermes-agent", "userWeeks": 18}, {"id": "openclaw", "userWeeks": 14}, {"id": "dots", "userWeeks": 13}, {"id": "gemini-spark", "userWeeks": 11}, {"id": "hark", "userWeeks": 5}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "sad moment: the grok bot is connected to the overseas version of canva, while i bought the domestic version membership [link]", "link": "https://twitter.com/1906892137121431552/status/2111015954708848763"}, {"agent": "hermes-agent", "date": "2026-10-14", "source": "YouTube", "community": "Hermes Agent Update v0.22 is MASSIVE! (Threshold Release)", "text": "local models provider , subagents , were already available a bunch of updates ago.... gmail conenctor is not avialable ....\nplease fact check...", "link": "https://www.youtube.com/watch?v=pAaAgcjNgEs&lc=UgziBpkkilteScQYQfB4AaABAg"}, {"agent": "hermes-agent", "date": "2026-10-14", "source": "X", "community": "@NousResearch", "text": "@nousresearch i'm on v0.22.0, but i don't see the gmail connector (searching \"google\" also shows no matching apps) 🤔 [link]", "link": "https://twitter.com/11956412/status/2110467692289520126"}]}, {"name": "Vendor's own sibling products not integrated", "definition": "The agent cannot connect, or connects only through workarounds, to products from the same company. Examples are an X-company agent that can't post to or read X, can't use Grok in a Tesla, or can't use Grok chat, Build or Imagine, and a Meta agent cut off from Meta AI, Instagram metrics, WhatsApp or Meta glasses. Out of scope: third-party services.", "other": false, "userWeeks": 139, "posts": 153, "agents": [{"id": "grok-bot", "userWeeks": 77}, {"id": "muse", "userWeeks": 46}, {"id": "openclaw", "userWeeks": 7}, {"id": "dots", "userWeeks": 5}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "hermes-agent", "userWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "Reddit", "community": "r/GrokBot", "text": "no, i did use x connector, but it only allows read. i think this is by design...", "link": "https://www.reddit.com/r/GrokBot/comments/1x8c7qh/login_to_x_in_grok_bots_computer/phftz4d/"}, {"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "@bot", "text": "anyone know why doesn’t grok @bot have complete access to @grok projects, etc? seems like i have to share them with my bot email. i wish they all talked together.", "link": "https://twitter.com/1824459557952978944/status/2111671528475832439"}, {"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "grok bot can't read the chats in the grok window. @spacexai – that's the missing piece. #grok", "link": "https://twitter.com/1899624359234281473/status/2111455519135453204"}]}, {"name": "No bridge to coding agents and AI tools", "definition": "The agent cannot hand work to, or share credits with, developer and AI tools. Examples are Codex, Claude Code, Cursor, VS Code, Netlify, Linear, ComfyUI and other AI platforms' deep research, and model providers or models missing or failing in the agent's model picker. Out of scope: consumer app connectors.", "other": false, "userWeeks": 95, "posts": 101, "agents": [{"id": "grok-bot", "userWeeks": 32}, {"id": "hermes-agent", "userWeeks": 30}, {"id": "dots", "userWeeks": 11}, {"id": "openclaw", "userWeeks": 9}, {"id": "muse", "userWeeks": 7}, {"id": "gemini-spark", "userWeeks": 5}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-16", "source": "X", "community": "@hark_labs", "text": "the biggest drawback to personal agents like @muse, @bot and @hark_labs is that they can't orchestrate my codex sessions where the majority of my work lives.\nthe biggest drawback to @openai dots is that, for some reason, they can't either. 🤷♂️ [link]", "link": "https://twitter.com/2034456689345486848/status/2111116764788437332"}, {"agent": "grok-bot", "date": "2026-10-09", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "this is really confusing, i am on grok superheavy but i cannot connect grok @bot to slack? i have to subscribe to cursor team?", "link": "https://twitter.com/838785842/status/2108422425428004943"}]}, {"name": "Custom MCP and plugin connections blocked", "definition": "Users can't add their own integrations. Causes include no custom MCP server by URL, support limited to dynamic client registration, custom connectors that fail with multi-parameter auth, hard MCP setup on desktop, and unreliable community plugins. Out of scope: requests for a specific official connector.", "other": false, "userWeeks": 65, "posts": 67, "agents": [{"id": "hermes-agent", "userWeeks": 24}, {"id": "muse", "userWeeks": 16}, {"id": "openclaw", "userWeeks": 10}, {"id": "grok-bot", "userWeeks": 9}, {"id": "gemini-spark", "userWeeks": 4}, {"id": "dots", "userWeeks": 1}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-05", "source": "X", "community": "@muse", "text": "@rhyssullivan it sucks. at least in grok @bot , you can connect any mcp properly yourself, but in @muse is simply broken.", "link": "https://twitter.com/7619212/status/2107222246465101975"}, {"agent": "hermes-agent", "date": "2026-10-04", "source": "X", "community": "@NousResearch", "text": "i don't understand why mcp is so broken in @nousresearch hermes agent. created a custom bot, added an mcp server and it wants to /reload-mcp but not available in the desktop app. this is an agent 101 workflow", "link": "https://twitter.com/28822804/status/2106828144393015416"}]}, {"name": "Apple ecosystem apps not supported", "definition": "The agent cannot reach Apple or iPhone-native services such as Apple Mail, iCloud Calendar, iMessage, Apple Health, Contacts, Home or Apple Card, so users who don't run their life on Google or Microsoft are left out; non-Apple services are out of scope.", "other": false, "userWeeks": 52, "posts": 52, "agents": [{"id": "grok-bot", "userWeeks": 21}, {"id": "muse", "userWeeks": 15}, {"id": "dots", "userWeeks": 6}, {"id": "hark", "userWeeks": 5}, {"id": "openclaw", "userWeeks": 2}, {"id": "hermes-agent", "userWeeks": 1}, {"id": "instinct", "userWeeks": 1}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-17", "source": "YouTube", "community": "【dotsでAI秘書革命】ChatGPTの新機能！あらゆる業務を丸ごと任せる大AIエージェント時代の到来", "text": "dots are useless! \nboth email and calendar are based on google. \ni’m an iphone user, so i don’t use gmail... \ndots are useless...", "link": "https://www.youtube.com/watch?v=azx8Up-cSWA&lc=UgyTZDats4EvU6lGt2x4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "@bot", "text": "@ericzakariasson @bot apple first, please. i ended up writing my own script just to get icloud mail working, so a proper connector for mail, calendar and reminders would save a lot of hacking. whatsapp, meta ads and google ads right after.", "link": "https://twitter.com/2110272621266796544/status/2111048369355526337"}, {"agent": "grok-bot", "date": "2026-10-15", "source": "YouTube", "community": "SpaceXAI Revealed How Their Team Uses Grok Bot (30+ Bots)", "text": "i’ve got a server set up for it to have constant instant access to all apple apps and mail for exactly this reason. wish it was natively connected.", "link": "https://www.youtube.com/watch?v=qYZu2ncbBvI&lc=UgzKJjOhlHWmHvqOcNJ4AaABAg.AbxhS0C2kmZAbyCjX2a_Do"}]}, {"name": "Banks and finance tools not connected", "definition": "The agent lacks an aggregator such as Plaid or open banking, or that aggregator skips specific or regional banks (PNC, Synchrony, Australian, Dominican or UK banks), or it has no connector for accounting and payment tools like QuickBooks, Intuit or money transfer APIs; shopping checkout and non-financial services are out of scope.", "other": false, "userWeeks": 45, "posts": 46, "agents": [{"id": "grok-bot", "userWeeks": 32}, {"id": "muse", "userWeeks": 7}, {"id": "hark", "userWeeks": 3}, {"id": "dots", "userWeeks": 1}, {"id": "hermes-agent", "userWeeks": 1}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-12", "source": "X", "community": "@hark_labs", "text": "@julius_vu @signalnoise8020 @hark_labs i've had opposite issues with hark vs grok bot. hark isn't able to connect to quickbooks online. that's a huge issue.", "link": "https://twitter.com/110924175/status/2109511443263750368"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@teslaconomics australian users don't have a connector in grok bot that allows this to happen for us @elonmusk is there one coming?", "link": "https://twitter.com/1476197464872939520/status/2107453170226245708"}, {"agent": "dots", "date": "2026-10-02", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i genuinely want @openai dots to be great, but they are so far behind @bot . plaid integration, 1password integration, much more. lots of work to do.", "link": "https://twitter.com/519563321/status/2106013341701361728"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 76, "posts": 77, "agents": [{"id": "muse", "userWeeks": 19}, {"id": "grok-bot", "userWeeks": 16}, {"id": "dots", "userWeeks": 13}, {"id": "hermes-agent", "userWeeks": 10}, {"id": "openclaw", "userWeeks": 7}, {"id": "gemini-spark", "userWeeks": 6}, {"id": "hark", "userWeeks": 3}, {"id": "instinct", "userWeeks": 2}], "examples": [{"agent": "openclaw", "date": "2026-10-08", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@alexfinn honestly that’s what i have on my openclaw but grok bot seems more versatile around my tools and i’m rethinking whether i wanna keep openclaw", "link": "https://twitter.com/1753967261164195840/status/2108334869495599399"}, {"agent": "hark", "date": "2026-10-07", "source": "X", "community": "@hark_labs", "text": "@kevskgs @hark_labs @muse it's sleek for sure, but it just doesn't seem to have the tools and connectivity needed to be useful for real work out of the box.", "link": "https://twitter.com/563432390/status/2107666507560059151"}]}]}, "connect.file_transfer": {"userWeeks": 144, "declined": 0, "modes": [{"name": "Outputs can't be opened or downloaded", "definition": "Files the agent produces can't be previewed, opened, downloaded to the device or found again (no download button, no open-in-folder, PDFs or media that won't open or play on mobile); failures to deliver files to third-party apps are out.", "other": false, "userWeeks": 25, "posts": 25, "agents": [{"id": "grok-bot", "userWeeks": 12}, {"id": "muse", "userWeeks": 7}, {"id": "dots", "userWeeks": 2}, {"id": "hark", "userWeeks": 2}, {"id": "hermes-agent", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-09", "source": "YouTube", "community": "How to Create Long Videos With Muse AI — Muse Ai Free in Pakistan  [ YouTube Automation Tutorial ]", "text": "sir muse ai sai videos banayi hai download bhi ki hai leken wo videos gallery mai play nhi horahi vlc bhi try ki hai is ka hal plz", "link": "https://www.youtube.com/watch?v=n2LC7LsYBSg&lc=UgwOe4R5GGyaubOxlfJ4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "@bot", "text": "@farzyness @bot we need to be able to download the files locally without a connector. this should be able to go straight to my phone after it outputs. i had to connect my google drive and even though that, it was an unsupported file type via mobile preview on google drive app.", "link": "https://twitter.com/1852391706055917568/status/2106898560704974868"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@lingxi @bot on android can't view .pdf files in app. just a message: (not able to view this file type here share it to open elsewhere).", "link": "https://twitter.com/4165435743/status/2106307669351075880"}]}, {"name": "Files stuck between agent's surfaces", "definition": "Files can't move between the agent's VM, its chat or console surfaces, other agent sessions and the user's local machine (no drag-and-drop out of the VM, no copy-paste, no local sync, manual migration), so the user has to carry them by hand; transfers to third-party cloud apps are out.", "other": false, "userWeeks": 20, "posts": 25, "agents": [{"id": "grok-bot", "userWeeks": 11}, {"id": "dots", "userWeeks": 4}, {"id": "hermes-agent", "userWeeks": 2}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "muse", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "@bot", "text": "@elonmusk @bot i tried grok for a project but keeping the files sync'd will local windows files was a pain", "link": "https://twitter.com/2022723355502161920/status/2106923838072127929"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "@bot", "text": "@bot @muse can roast the whole feed before lunch 🔥\nstill can't dm a file without a human courier. comedy gold 😂", "link": "https://twitter.com/2103366613458391040/status/2104201919128379550"}, {"agent": "grok-bot", "date": "2026-09-24", "source": "Reddit", "community": "r/LocalLLaMA", "text": "i did that with grok bot because you can't directly drag+drop the folders when you see them in the vm right in front of you, and the agent would also struggle sending it directly to my hard disk because of file size", "link": "https://www.reddit.com/r/LocalLLaMA/comments/1wpbeb7/meta_muse_appears_to_be_excited_to_give_away_its/pbu1uwx/"}]}, {"name": "No way to share files into agent", "definition": "The user can't hand files, photos or forwarded content to the agent from the phone gallery, the OS share sheet, messaging apps or other apps, or attaching them is clumsy; uploads that start but then fail are out.", "other": false, "userWeeks": 20, "posts": 21, "agents": [{"id": "grok-bot", "userWeeks": 8}, {"id": "muse", "userWeeks": 5}, {"id": "dots", "userWeeks": 4}, {"id": "hermes-agent", "userWeeks": 2}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-07", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@therohanvarma i’d like to share content from the ios share sheet directly to my chatgpt dot. today, i can only share to the chatgpt app, so i’ve to copy then open chatgpt and then go to the dot and share it.", "link": "https://twitter.com/1573516609108738048/status/2107651533433344349"}, {"agent": "dots", "date": "2026-10-04", "source": "YouTube", "community": "ChatGPT Dots Finally Clicked When I Learned This", "text": "not being able to cut and paste into dot's chat stopped me in my tracks. perhaps spaces is a better way, it's not clear to me yet. looking forward to that video.", "link": "https://www.youtube.com/watch?v=9RYDaLnB6ec&lc=UgwjK9IknLIRqzO0nu14AaABAg"}, {"agent": "grok-bot", "date": "2026-09-26", "source": "Play Store", "community": "Play Store", "text": "it is necessary to add the option to share images from the gallery; when i share an image from the gallery, grok bot does not appear.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}]}, {"name": "Agent can't deliver files to other apps", "definition": "The agent fails or refuses to write, upload or edit files in cloud drives, document libraries, notebooks or websites (truncated binaries to Drive, refusing to upload invoices to OneDrive, can't overwrite file contents); moving files to the user's own device is out.", "other": false, "userWeeks": 16, "posts": 17, "agents": [{"id": "grok-bot", "userWeeks": 5}, {"id": "dots", "userWeeks": 4}, {"id": "gemini-spark", "userWeeks": 4}, {"id": "hark", "userWeeks": 1}, {"id": "muse", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "gemini-spark", "date": "2026-10-11", "source": "X", "community": "X search: Gemini Spark", "text": "hmm... it's quite painful that i can't take the gemini spark article from within gemini to notebooklm...", "link": "https://twitter.com/143810677/status/2109131702631325745"}, {"agent": "dots", "date": "2026-10-06", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "so apparently @chatgpt dots are unable to upload a simple invoice to onedrive because “they contain tax identifiers” \nwell pretty useless then… is this a general issue or just in the eu?", "link": "https://twitter.com/550229676/status/2107445364982694057"}, {"agent": "gemini-spark", "date": "2026-10-06", "source": "X", "community": "X search: Gemini Spark", "text": "@rodydavis @obsdmd @googledrive i started doing this 2 weeks ago, it really feels as if someone at google noticed i used gemini spark to update my files and was upset it couldn't actually edit them but had to make a new one and archive the old copy", "link": "https://twitter.com/1762810385743372288/status/2107280543532409240"}]}, {"name": "File size caps block ordinary files", "definition": "The agent rejects or can't handle files above a low fixed limit (e.g. 16, 25, 50 or 100 MB) for uploads, downloads or browser transfers, including large videos and 3D or art assets; uploads that fail below any stated limit are out.", "other": false, "userWeeks": 16, "posts": 17, "agents": [{"id": "muse", "userWeeks": 6}, {"id": "grok-bot", "userWeeks": 5}, {"id": "dots", "userWeeks": 3}, {"id": "hermes-agent", "userWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-12", "source": "X", "community": "@bot", "text": "@ghaoran2 @poteto @bot i told it to send it to me via email 😂, it told me the file is larger than the size requested by email.", "link": "https://twitter.com/864471744672915456/status/2109750063522107413"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "@bot", "text": "@elonmusk @stepango @bot i tried to upload the attached video but it said it was too large. i was trying to get an analyzation. \nthe final mile\nhttp://x. com/bobburkeca/status/[card number]860", "link": "https://twitter.com/131896925/status/2108344469141831820"}, {"agent": "dots", "date": "2026-10-08", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "openai dot built my remotion project, but getting the 1.8 gb bundle onto my connected mac is blocked. \nchat rejects the large attachment, and library downloads return 403. \nthe workaround was 96 parts 😅\nneed a simple cloud → local download. \n@thsottiaux @openaidevs [link]", "link": "https://twitter.com/3091337981/status/2108236343147118752"}]}, {"name": "Agent-stored files lost or unmanageable", "definition": "Files kept in the agent's workspace or cloud storage go missing, are deleted unexpectedly, or can't be organised or deleted (single delete only, no bulk delete, inconsistent names and versions); problems getting files into or out of storage are out.", "other": false, "userWeeks": 15, "posts": 15, "agents": [{"id": "grok-bot", "userWeeks": 4}, {"id": "muse", "userWeeks": 4}, {"id": "dots", "userWeeks": 3}, {"id": "hermes-agent", "userWeeks": 2}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-10", "source": "X", "community": "@hark_labs", "text": "@hark_labs fuck! praised them and i can no longer access my files (lost access to storage at their cloud computer). wth, @hark_labs ?", "link": "https://twitter.com/1887377119833198592/status/2108791726521647542"}, {"agent": "grok-bot", "date": "2026-10-01", "source": "YouTube", "community": "Gemini 都移除 Gem 改用 Skill | Grok Bot 多 Bot 分工、Skill、雲端電腦：AI Agent 三個階段", "text": "@ompshek another problem is that after the ai finishes the files, whether it's chat, work, site, or space, i can't find them again. the file names and versions are different every time.", "link": "https://www.youtube.com/watch?v=tmqVgzvFOkk&lc=Ugx-wmU_YyjvIoXACCl4AaABAg.AbQc3ttpzHBAbQsKHzupD5"}]}, {"name": "Uploads hang, fail or arrive corrupted", "definition": "Files or images the user sends to the agent stay stuck loading, return errors, or arrive truncated or corrupted, even though they are within the size limit; rejections caused by a stated size cap are out.", "other": false, "userWeeks": 11, "posts": 11, "agents": [{"id": "grok-bot", "userWeeks": 7}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "hermes-agent", "userWeeks": 1}, {"id": "instinct", "userWeeks": 1}, {"id": "muse", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-02", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@elonmusk grok bot still can’t reliably attach or paste photos from my iphone. restart didn’t fix it. please look at the image upload path.", "link": "https://twitter.com/2277082711/status/2105854626276966665"}, {"agent": "grok-bot", "date": "2026-10-01", "source": "Play Store", "community": "Play Store", "text": "uploading images from pixel phone just gives an error message saying the problem is on their end.. second day in a row now, only had it for 2 days.", "link": "https://play.google.com/store/apps/details?id=ai.x.grok.bot"}, {"agent": "grok-bot", "date": "2026-09-12", "source": "X", "community": "@bot", "text": "@billyjhowell @cgabhart @bot grok bot frequently uploads files corrupted and/or incomplete. especially images and archives :)", "link": "https://twitter.com/154055655/status/2098819563681132970"}]}, {"name": "Agent's browser can't download or attach", "definition": "Inside its own browser the agent can't download files from websites or attach files to web forms (downloads don't work, the file picker never opens, it can't reliably fetch a PDF); general web-browsing blocks not involving files are out.", "other": false, "userWeeks": 7, "posts": 7, "agents": [{"id": "muse", "userWeeks": 3}, {"id": "dots", "userWeeks": 2}, {"id": "grok-bot", "userWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-04", "source": "X", "community": "@bot", "text": "@lingxi @elonmusk @bot when you try to have @bot use the browser, it can't natively add files because the file manager doesn't pop up. i had to use a third party solution to solve the problem.", "link": "https://twitter.com/210298455/status/2106554535657496697"}, {"agent": "muse", "date": "2026-09-11", "source": "X", "community": "@muse", "text": "@mattprd @muse i can’t figure out why it can not export and excel and open. i even took control of the browser and couldn’t get the data to pull?", "link": "https://twitter.com/1222712800155521025/status/2098448517643858219"}, {"agent": "dots", "date": "2026-10-01", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "openai dots’ browser is so frustrating. amazon gets blocked, file downloads don’t work, and i keep hitting walls. how is an assistant supposed to get anything done with a browser this useless? please fix it, openai. the experience is seriously disappointing\n@openai @dots", "link": "https://twitter.com/527375836/status/2105680874360496555"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 15, "posts": 16, "agents": [{"id": "grok-bot", "userWeeks": 6}, {"id": "dots", "userWeeks": 4}, {"id": "hark", "userWeeks": 2}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "hermes-agent", "userWeeks": 1}, {"id": "muse", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-09-20", "source": "X", "community": "@bot", "text": "@grok @elonmusk @xai @bot not being able to copy text for something you want to code for you... thats a bit whack, yes?", "link": "https://twitter.com/2045043410675900416/status/2101823018888487155"}, {"agent": "grok-bot", "date": "2026-10-13", "source": "X", "community": "@bot", "text": "@parker__conrad another fail today- grok bot isn’t able to access a transcript of our call.\nthis is a problem because i am building webpages in grok bot but need to use my exact language, not a summary.\ni have used grok directly in the past for this but am using grok bot so there is no app barrier between who is interviewing me and who is building the pages.", "link": "https://twitter.com/833904811/status/2109990986642514108"}, {"agent": "grok-bot", "date": "2026-10-12", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "merge tinkabot and dr eggbot as a live assistant within grok bot that helps manage the environment and has the full graph of how the plumbing and limitations work, and just fixes things and makes it happen. \nalso if i drop 50 pictures on, let it cue them in batches instead of saying no!", "link": "https://twitter.com/1646193705802510336/status/2109758082163118417"}]}]}, "connect.local_device": {"userWeeks": 263, "declined": 0, "modes": [{"name": "Cannot operate apps on user's computer", "definition": "The agent cannot use or run the apps and programs on the user's own Mac or PC (computer use, CLI tools, local Codex threads, Mail), so it falls back to its own cloud computer or browser. It does not cover file-only access or phone apps.", "other": false, "userWeeks": 60, "posts": 62, "agents": [{"id": "dots", "userWeeks": 22}, {"id": "muse", "userWeeks": 14}, {"id": "grok-bot", "userWeeks": 12}, {"id": "hermes-agent", "userWeeks": 6}, {"id": "hark", "userWeeks": 3}, {"id": "openclaw", "userWeeks": 3}], "examples": [{"agent": "dots", "date": "2026-10-17", "source": "YouTube", "community": "Put your dot on call", "text": "same problem here! tried with multiple computers and nothing, i’ve searched all over youtube and haven’t seen a single example of a dot using a physical computer", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgxHTiAGWbvPkx-3k6p4AaABAg.Ac23tD4hLjrAc2HCvBuONO"}, {"agent": "dots", "date": "2026-10-16", "source": "YouTube", "community": "Put your dot on call", "text": "my dots cannot access my computer; i have filed multiple support tickets… can you address this?", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=UgxHTiAGWbvPkx-3k6p4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-11", "source": "Reddit", "community": "r/GrokBot", "text": "alright then. i guess it can only do that on the cloud browser then, not my own pc. ", "link": "https://www.reddit.com/r/GrokBot/comments/1x2g4n3/dont_understand_the_limitation_clicking_in_a/pf5nuu5/"}]}, {"name": "Cannot reach phone apps and data", "definition": "The agent cannot open, control or read apps and data on the user's phone, such as photos, notes, reminders, iMessage, Shortcuts, health data, sensors and location. This includes being blocked when the app is in the background or the phone is locked. It does not cover desktop computers.", "other": false, "userWeeks": 51, "posts": 52, "agents": [{"id": "muse", "userWeeks": 21}, {"id": "grok-bot", "userWeeks": 17}, {"id": "hark", "userWeeks": 4}, {"id": "hermes-agent", "userWeeks": 4}, {"id": "openclaw", "userWeeks": 3}, {"id": "dots", "userWeeks": 1}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-16", "source": "YouTube", "community": "Meta Muse Is Incredible - 5 Features You Need To Try", "text": "mostly useless. i have it on my phone handling marketplace interactions. mostly useless - its like an extra notificaiton. that's it.\ni need to view and control apps. like an ai to take these stupid computer based exams for me. lol", "link": "https://www.youtube.com/watch?v=lC_-9TD3TfA&lc=Ugz35vKXcnNkjNX_lcZ4AaABAg"}, {"agent": "muse", "date": "2026-10-15", "source": "Play Store", "community": "Play Store", "text": "i would have given it 5 stars but it can't delete text messages.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "grok-bot", "date": "2026-10-14", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@miles_mazy grok bot cannot obtain mobile location, it can't even recommend places to eat, it can only work, it cannot integrate into life.", "link": "https://twitter.com/712627844/status/2110193931615195347"}]}, {"name": "No access to files on user's computer", "definition": "The agent cannot read, search or write files and folders on the user's own computer or drives. This includes linked folders it never actually opens, only seeing the C: drive, and cloud or VPS instances that can't see local data. It does not cover controlling desktop apps or connection drops.", "other": false, "userWeeks": 42, "posts": 43, "agents": [{"id": "grok-bot", "userWeeks": 11}, {"id": "dots", "userWeeks": 9}, {"id": "muse", "userWeeks": 8}, {"id": "gemini-spark", "userWeeks": 6}, {"id": "hermes-agent", "userWeeks": 4}, {"id": "hark", "userWeeks": 3}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-11", "source": "X", "community": "@hark_labs", "text": "while i’m loving many aspects of @hark_labs ai - one major disadvantage and disappointment is its apparent inability to read files on the hard drive. for this i have to use @bot", "link": "https://twitter.com/1519542211376869376/status/2109399264396972046"}, {"agent": "hark", "date": "2026-10-11", "source": "X", "community": "@hark_labs", "text": "@hark_labs hey. great work guys. using it for animation. everything is great but this is such a huge bottle neck, have to circumvent and retrieve downloads for it every few minutes. give it access to downloads please. the strategies it pointed out failed [link]", "link": "https://twitter.com/727938930235064322/status/2109190820201189558"}, {"agent": "dots", "date": "2026-10-10", "source": "YouTube", "community": "ChatGPT Dots 首日實測！主動讀信、盯房價，只用手機就能派任務的24h個人助理", "text": "why can't my dot always read and modify the content of local projects?", "link": "https://www.youtube.com/watch?v=rkPDEuOgQOo&lc=UgwxmmyrwNjdfMa_0O14AaABAg"}]}, {"name": "Desktop pairing fails or keeps disconnecting", "definition": "The link between the agent and the user's paired computer never connects, drops when the app loses focus or sits idle, breaks after updates, or can't handle more than one device. It does not cover features that were never offered.", "other": false, "userWeeks": 36, "posts": 37, "agents": [{"id": "dots", "userWeeks": 12}, {"id": "grok-bot", "userWeeks": 9}, {"id": "openclaw", "userWeeks": 8}, {"id": "hermes-agent", "userWeeks": 5}, {"id": "muse", "userWeeks": 2}], "examples": [{"agent": "dots", "date": "2026-10-12", "source": "YouTube", "community": "Set up your dot in the ChatGPT mobile app", "text": "it would be even cooler if it didnt have errors accessing local pcs, and it would also be even cooler of it could access the mobile phone.", "link": "https://www.youtube.com/watch?v=p5KxBTUncoE&lc=UgymSlBxgAxNy8npmyV4AaABAg"}, {"agent": "dots", "date": "2026-10-12", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "is there anyone else who has the same symptom where the dot keeps losing sight of my pc...? #chatgpt #dot", "link": "https://twitter.com/1855871410738176000/status/2109678737889583584"}, {"agent": "dots", "date": "2026-10-09", "source": "YouTube", "community": "Set up your dot in the ChatGPT mobile app", "text": "the dots can't control the local computer anymore, it's broken for days and hasn't been fixed yet.", "link": "https://www.youtube.com/watch?v=p5KxBTUncoE&lc=UgxfNsxkWjLOGpjvCUt4AaABAg"}]}, {"name": "Cannot reach home network machines and servers", "definition": "The agent cannot connect to or run commands on the user's own home lab servers, VPS, Raspberry Pi, router or other machines over SSH, Tailscale or a remote gateway, including when new sandboxing makes the user type commands by hand. It does not cover the main paired computer.", "other": false, "userWeeks": 22, "posts": 23, "agents": [{"id": "hermes-agent", "userWeeks": 8}, {"id": "dots", "userWeeks": 5}, {"id": "grok-bot", "userWeeks": 5}, {"id": "openclaw", "userWeeks": 3}, {"id": "muse", "userWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-09-09", "source": "X", "community": "@NousResearch", "text": "@witcheer @nousresearch i used to be able to run hermesdesktop to connect to my local servers and run commands against them, and now it's sandboxed to the point that it wants me to manually run the commands myself.", "link": "https://twitter.com/1515004093462417408/status/2097644166243123671"}]}, {"name": "Windows and WSL environments not supported", "definition": "On Windows, the agent can't see WSL directories, Windows paths, Docker workspaces or the local setup, or its executable is blocked by antivirus or Smart App Control. It does not cover macOS or phone problems.", "other": false, "userWeeks": 17, "posts": 18, "agents": [{"id": "hermes-agent", "userWeeks": 7}, {"id": "dots", "userWeeks": 6}, {"id": "grok-bot", "userWeeks": 2}, {"id": "openclaw", "userWeeks": 2}], "examples": [{"agent": "dots", "date": "2026-10-01", "source": "YouTube", "community": "ChatGPT dots速報解説。今度こそ「自分専用の秘書」として活躍する未来がはっきり見えました。", "text": "i can't connect to the local pc with the windows version, you know~ i want to use dot-kun soon.", "link": "https://www.youtube.com/watch?v=iEkECp2HDbo&lc=Ugww7juXrNSjTPiRl7d4AaABAg"}, {"agent": "dots", "date": "2026-10-01", "source": "YouTube", "community": "I Tested OpenAI's Dots vs. Meta's Muse. What You Need to Know.", "text": "it finally came back a few hours later. however, it isn't super useful to me because of the problems with windows and wsl integration and codex. so i can't use dot to access my development environment where i run codex cli in wsl directly.", "link": "https://www.youtube.com/watch?v=BvvfZKKz4Yo&lc=Ugwfo3HqhLph4uVLmJV4AaABAg.AbPVCGDiwITAbRMkb0whDP"}, {"agent": "dots", "date": "2026-10-01", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "trying out openai dots (like everyone else on x), but local computer use is definitely not fully deployed on windows. many things that run fine on vscode codex cli can't be done at all in dots even with local fully connected. \ninteresting github thread: [link]", "link": "https://twitter.com/2984607457/status/2105650706585657658"}]}, {"name": "Destructive or unwanted changes to user's device", "definition": "The agent does harmful things to the user's device or home: deleting server contents, tampering with Docker files, flooding folders with temp files, changing phone settings, cutting off its own Wi-Fi or locking doors. It does not cover failures to act at all.", "other": false, "userWeeks": 10, "posts": 10, "agents": [{"id": "openclaw", "userWeeks": 4}, {"id": "hermes-agent", "userWeeks": 2}, {"id": "muse", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}, {"id": "grok-bot", "userWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-09", "source": "YouTube", "community": "TUTORIAL PASANG OPENCLAW DI KOMPUTER KALIAN SENDIRI", "text": "wkwkwkw my pc got locked with openclaw, last august i couldn't log in to windows, and i don't know the password/key, so i had to reinstall. since then, i've only dared to use openclaw on vps.", "link": "https://www.youtube.com/watch?v=obQSPdSUkqI&lc=Ugz1aY1-oPPc5ndZ0n94AaABAg"}]}, {"name": "Claims a local action that didn't happen", "definition": "The agent says it searched local files, created reminders or controlled a device when the action actually failed, ran late, ran twice or never happened. It does not cover cases where the agent openly says it can't do something.", "other": false, "userWeeks": 2, "posts": 2, "agents": [{"id": "muse", "userWeeks": 2}], "examples": []}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 23, "posts": 23, "agents": [{"id": "openclaw", "userWeeks": 6}, {"id": "dots", "userWeeks": 5}, {"id": "grok-bot", "userWeeks": 5}, {"id": "muse", "userWeeks": 4}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "hermes-agent", "userWeeks": 1}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-03", "source": "YouTube", "community": "Conheça a NOVO AGENTE do CHATGPT: DOTS! (INCRÎVEL!)", "text": "i went to test and i need a vpn to access some things.. it would be great for me if it could use the vpn i use on my pc inside it. but it doesn't have access, for me it will be better to use the chat itself, since it can open the browser and do everything. but not when i'm away from the pc, which is what it would be very useful for! if there is any solution for this, i would appreciate it.", "link": "https://www.youtube.com/watch?v=78fk0yt8LXI&lc=UgzwtD_8OH24iKGQEUl4AaABAg"}]}]}, "connect.site_blocking": {"userWeeks": 442, "declined": 0, "modes": [{"name": "Major sites deliberately refuse agent sessions outright", "definition": "A merchant or service, such as a big retailer, marketplace, booking or social site, recognises the agent and denies access or checkout with an access-denied page or an \"AI bots not allowed\" notice, with no challenge offered; captchas the agent could solve, IP-reputation blocks and country-based blocks are out.", "other": false, "userWeeks": 142, "posts": 154, "agents": [{"id": "muse", "userWeeks": 71}, {"id": "grok-bot", "userWeeks": 38}, {"id": "dots", "userWeeks": 14}, {"id": "gemini-spark", "userWeeks": 9}, {"id": "openclaw", "userWeeks": 5}, {"id": "hark", "userWeeks": 2}, {"id": "hermes-agent", "userWeeks": 2}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-18", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@chefmcmakin haven’t tried grok bot yet. still using chatgpt dots but seems like a lot of sites block it.", "link": "https://twitter.com/6484412/status/2111869526879129657"}, {"agent": "muse", "date": "2026-10-18", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "super cool trends/graphs from $net radar!!\n[link]\n403s error codes for ai agents/bots (\"we refused you\" signal) are up 4x in the past year!\ni feel this with my $meta @muse lol [link]", "link": "https://twitter.com/3164449568/status/2111709170785456228"}, {"agent": "muse", "date": "2026-10-16", "source": "Reddit", "community": "r/GrokBot", "text": "my experience with personal agent tools is so far muse and claude and both get blacklisted by lot of sites as a bot. so is grok bot able to access reddit, twitter, and other sites ?", "link": "https://www.reddit.com/r/GrokBot/comments/1x7nwin/what_ways_is_grok_bot_better_than_muse_agent_or/"}]}, {"name": "Agent stalls on captchas and human checks", "definition": "The agent meets a captcha, \"are you human\" check or repeated per-action verification and cannot or will not solve it, times out, or keeps handing it back to the user, so the task is no longer autonomous; challenges that loop forever even when a human takes over are out.", "other": false, "userWeeks": 92, "posts": 101, "agents": [{"id": "muse", "userWeeks": 31}, {"id": "grok-bot", "userWeeks": 22}, {"id": "hark", "userWeeks": 16}, {"id": "dots", "userWeeks": 8}, {"id": "hermes-agent", "userWeeks": 6}, {"id": "openclaw", "userWeeks": 6}, {"id": "instinct", "userWeeks": 2}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-12", "source": "YouTube", "community": "I Tested Grok Bot vs. Meta Muse: Who Wins?", "text": "theres some human verifications it cant get past. i notice that many websites are making the test harder.", "link": "https://www.youtube.com/watch?v=YX5Tpz9FgPs&lc=UgwUGr3Oo0KgCr7tK514AaABAg.AbqYV3XvtwqAbqw5ZmmMEX"}, {"agent": "hark", "date": "2026-10-11", "source": "X", "community": "@hark_labs", "text": "@adcock_brett @markjenney @hark_labs have to fix the website login. tapping confirmation after confirmation just in the end to be stumped by a bot puzzle. its exhausting. its on a lot of sign ins. it becomes pointless after a while. i know this is the case for most agents.", "link": "https://twitter.com/1331388301866115073/status/2109304242565443722"}, {"agent": "hark", "date": "2026-10-10", "source": "X", "community": "@hark_labs", "text": "@fernandovarela @hark_labs @adcock_brett not for facebook tho 😅 tried 4 times today to log in and message some devs, every time meta throws the arkose matchkey puzzle and hark just stops right there. recaptcha fine, arkose no luck. @hark_labs @adcock_brett any fix coming? [link]", "link": "https://twitter.com/1991860005159817216/status/2108935141775257905"}]}, {"name": "Cloud datacenter IP flagged as a bot", "definition": "Sites block, rate-limit or challenge the agent because its traffic comes from shared cloud or datacenter IP ranges with poor reputation, and users ask for residential or local-device egress, including cases where egress routing doesn't help or stops working when the device is offline; blocks based on the IP's country are out.", "other": false, "userWeeks": 66, "posts": 70, "agents": [{"id": "grok-bot", "userWeeks": 32}, {"id": "dots", "userWeeks": 7}, {"id": "gemini-spark", "userWeeks": 7}, {"id": "hermes-agent", "userWeeks": 6}, {"id": "hark", "userWeeks": 5}, {"id": "muse", "userWeeks": 5}, {"id": "openclaw", "userWeeks": 4}], "examples": [{"agent": "muse", "date": "2026-10-09", "source": "X", "community": "@muse", "text": "@kirshatrov it is funny as @muse uses cloudflare exit ips themselves. the bot behavior of muse with these ips apparently make the ip quality deteriorated so badly now they blacklist their own ips.", "link": "https://twitter.com/2008751283206057987/status/2108604894085267578"}, {"agent": "dots", "date": "2026-10-08", "source": "YouTube", "community": "一支影片看懂 Muse、dots、小龍蝦：差在哪？你該選誰？", "text": "i have encountered this as well, the dots cloud browser always shows that it cannot access oracle. some websites block its cloud environment, and for now, we can only wait for the official improvements.", "link": "https://www.youtube.com/watch?v=fyag4UafiEc&lc=UgyWC4Oili001hnDiM94AaABAg.AbdjbahTVkIAbhYIfr2N1A"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "@bot", "text": "@bot how can you help with the blocking of your ip range? because, you are sitting in the cloud and for some websites i am falsely getting blocked because of the ip addresses you use. do you change them or is a vpn a good idea?", "link": "https://twitter.com/573449537/status/2107345756495679628"}]}, {"name": "Verification loops that even humans cannot pass", "definition": "Bot-protection interstitials, such as endless Cloudflare \"verifying\" pages, vanishing verify buttons, captchas that won't stick, or 403 signature bans, keep the agent's browser out even after the user takes over manually; plain captchas a person can clear are out.", "other": false, "userWeeks": 36, "posts": 36, "agents": [{"id": "muse", "userWeeks": 12}, {"id": "grok-bot", "userWeeks": 8}, {"id": "hermes-agent", "userWeeks": 5}, {"id": "dots", "userWeeks": 4}, {"id": "gemini-spark", "userWeeks": 3}, {"id": "openclaw", "userWeeks": 3}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-17", "source": "Reddit", "community": "r/hermesagent", "text": "yes but it keeps encountering cloudflare for this particular case", "link": "https://www.reddit.com/r/hermesagent/comments/1x5k2x5/how_can_i_use_hermes_to_extract_past_as_well_as/phar7xw/"}, {"agent": "muse", "date": "2026-10-09", "source": "X", "community": "@muse", "text": "@alexandr_wang \n@muse \ncan't get past the cloudflare captcha with muse's browser when trying to édit my shopify store( even with the connector)\neven manually as a human, it loops forever. need a fix.", "link": "https://twitter.com/1363484222976102400/status/2108516876158644617"}, {"agent": "muse", "date": "2026-10-07", "source": "X", "community": "@muse", "text": "@muse cloudflare is blocking my little guy from accessing every website - what can we do??", "link": "https://twitter.com/23038187/status/2107894479457866184"}]}, {"name": "Bot detection breaks logins on authenticated sites", "definition": "Logins to banks, card issuers, airlines, utilities or social accounts fail inside the agent's browser through false \"wrong password\" errors, blocked 2FA steps or fraud-system rejections, even though the same credentials work in a normal browser; account suspensions are out.", "other": false, "userWeeks": 22, "posts": 23, "agents": [{"id": "grok-bot", "userWeeks": 10}, {"id": "muse", "userWeeks": 6}, {"id": "openclaw", "userWeeks": 3}, {"id": "dots", "userWeeks": 1}, {"id": "hark", "userWeeks": 1}, {"id": "hermes-agent", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-12", "source": "X", "community": "@muse", "text": "@delta seems to block @muse from logging in - even with a human controlled takeover session.", "link": "https://twitter.com/57926778/status/2109631898179813428"}, {"agent": "muse", "date": "2026-10-05", "source": "X", "community": "@muse", "text": "@jessicalessin i’ve noticed it as well. obviously amazon was the biggest block. but a few sites give @muse issues when having to enter a two factor authentication code. pizzahut is one of them. and a few others", "link": "https://twitter.com/1425445846628319234/status/2106949262252941461"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "having trouble to connect my grokbot to my x account… know it sounds silly, but x blocks the login", "link": "https://twitter.com/2066826724487069697/status/2104256352906510810"}]}, {"name": "Agent VM region triggers geo-blocks", "definition": "The agent's remote browser or server sits in a different country from the user, or on a network tied to a sanctioned or restricted region, so sites block it by location or reject location-bound logins and TOTP checks; country-neutral datacenter-reputation blocks are out.", "other": false, "userWeeks": 17, "posts": 17, "agents": [{"id": "grok-bot", "userWeeks": 9}, {"id": "hermes-agent", "userWeeks": 4}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "muse", "userWeeks": 2}], "examples": [{"agent": "gemini-spark", "date": "2026-10-06", "source": "X", "community": "X search: Gemini Spark", "text": "suddenly found out that gemini spark cannot access the muse official website, the grok bot's browser is using its own network. is there any other way to register now?", "link": "https://twitter.com/3123084528/status/2107492289870434802"}, {"agent": "grok-bot", "date": "2026-09-30", "source": "X", "community": "@bot", "text": "@leerob @bot in the czech republic, bots can't access [link] or [link], and the number of such blocked sites keeps growing-bots can't get around them. unfortunately, the more sites are blocked, the less useful bots become :(", "link": "https://twitter.com/883105459787501569/status/2105248289293553667"}]}, {"name": "Rate limits after repeated agent requests", "definition": "Search engines or sites start throttling, captcha-gating or IP-banning the agent after a few queries or a long session on the same site, so it loses access partway through a task; blocks that hit on the very first request are out.", "other": false, "userWeeks": 17, "posts": 17, "agents": [{"id": "hermes-agent", "userWeeks": 5}, {"id": "muse", "userWeeks": 4}, {"id": "grok-bot", "userWeeks": 3}, {"id": "openclaw", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-16", "source": "X", "community": "@hark_labs", "text": "@hark_labs doordash is rate limiting sign in's from the ip 😱😱😱", "link": "https://twitter.com/2629244664/status/2111235175879160256"}, {"agent": "dots", "date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i said i wanted to try using the chatgpt dot, which acts as an agent, for monitoring when making reservations, so let me know if there are any available spots. but after a little while, i was quickly blocked. this agent is completely useless.", "link": "https://twitter.com/821405491645411329/status/2111002364551545329"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "Reddit", "community": "r/GrokBot", "text": "my grokbot is saying reddit has blocked its ip so it can't see anything in reddit. anyone else have this issue?", "link": "https://www.reddit.com/r/GrokBot/comments/1wzc1ss/reddit_banned_grokbot/"}]}, {"name": "User accounts flagged or suspended after agent use", "definition": "The user's own account, such as Instagram, X, Gmail, Facebook, Instacart or QuickBooks, gets restricted, locked or sent into identity or selfie verification because the agent's activity was detected as automation; access refusals that leave the account itself untouched are out.", "other": false, "userWeeks": 16, "posts": 16, "agents": [{"id": "grok-bot", "userWeeks": 10}, {"id": "muse", "userWeeks": 4}, {"id": "dots", "userWeeks": 1}, {"id": "hermes-agent", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-12", "source": "Reddit", "community": "r/GrokBot", "text": "tried using it with facebook. the site said my account looks suspicious after that and i haven’t been able to move past that.", "link": "https://www.reddit.com/r/GrokBot/comments/1x41i67/grokbots_for_running_ads/pfgr4al/"}, {"agent": "grok-bot", "date": "2026-10-10", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "using grok bot to register claude, i tried it for you, and it was banned in seconds [link]", "link": "https://twitter.com/9753162/status/2108878748544344524"}, {"agent": "hermes-agent", "date": "2026-10-06", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@ram4_dev hey, would you make a tutorial please? i tried to do it from the hermes desktop and linkedin almost blocked my account.", "link": "https://twitter.com/2057583193230848000/status/2107510858842829287"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 41, "posts": 42, "agents": [{"id": "grok-bot", "userWeeks": 13}, {"id": "openclaw", "userWeeks": 8}, {"id": "hark", "userWeeks": 6}, {"id": "muse", "userWeeks": 6}, {"id": "dots", "userWeeks": 5}, {"id": "hermes-agent", "userWeeks": 2}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@trikcode starting? the internet always did block bots lol. anyone who tried to do anything serious with openclaw would have realized that on day 1.", "link": "https://twitter.com/1999052792556855296/status/2111754556699013461"}, {"agent": "instinct", "date": "2026-10-12", "source": "YouTube", "community": "Hark Pro First Impressions: The Best AI Assistant I've Used", "text": "so far, it’s a lot better than instinct at evading bot detection, and it also hasn’t been cut off from amazon yet", "link": "https://www.youtube.com/watch?v=F18LWZI_-UA&lc=UgxnvJLAk3BQ7_cJwHR4AaABAg.Abqbz6VDj_AAbqqDuTlS7N"}, {"agent": "openclaw", "date": "2026-10-08", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@frankdilo yeah a lot of sites just don't work well with agents. my openclaw hit the same wall earlier this year, so i ended up building a browser cli for it.", "link": "https://twitter.com/1186148947544248321/status/2108186487615619500"}]}]}, "control.approval": {"userWeeks": 424, "declined": 0, "modes": [{"name": "Excessive approval prompts for routine steps", "definition": "The agent or harness asks permission for low-risk or already-requested steps (reads, log downloads, routine tool calls, repeated allow clicks) or refuses tasks it used to do, with no auto mode or way to scope its autonomy; this excludes cases where the user's approval was given but not honoured.", "other": false, "userWeeks": 123, "posts": 125, "agents": [{"id": "dots", "userWeeks": 30}, {"id": "muse", "userWeeks": 30}, {"id": "hermes-agent", "userWeeks": 19}, {"id": "openclaw", "userWeeks": 18}, {"id": "gemini-spark", "userWeeks": 13}, {"id": "grok-bot", "userWeeks": 12}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-17", "source": "Play Store", "community": "Play Store", "text": "wish you didn't have to click allow everytime you wanted muse to send a facebookk message. that defeats the purpose of an assistant", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "dots", "date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@chatgpt dot is useless for any real work right now because it stops to ask for permission for just about anything i ask it to do. \nattempting to get it to configure my network and create and assign new vlans and it stops at every single stop to get permission", "link": "https://twitter.com/1594179414753001472/status/2111596816999526719"}, {"agent": "dots", "date": "2026-10-16", "source": "YouTube", "community": "Put your dot on call", "text": "it’s still too manual. i want to be able to adjust permissions for tasks. it keeps stopping.", "link": "https://www.youtube.com/watch?v=GBOZIRK1ujw&lc=Ugx27a_qCTZ1_EsPSoR4AaABAg"}]}, {"name": "Unasked changes to accounts, data or systems", "definition": "The agent deletes, edits, overwrites or reconfigures the user's data, accounts, subscriptions, files or production systems (for example deleting emails, deploying to prod, creating OS accounts, cancelling policies) without asking first; this excludes purchases, outgoing messages, and cases where an explicit standing rule was broken.", "other": false, "userWeeks": 62, "posts": 64, "agents": [{"id": "muse", "userWeeks": 20}, {"id": "grok-bot", "userWeeks": 15}, {"id": "openclaw", "userWeeks": 12}, {"id": "hermes-agent", "userWeeks": 7}, {"id": "dots", "userWeeks": 4}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "hark", "userWeeks": 2}], "examples": [{"agent": "hark", "date": "2026-10-15", "source": "X", "community": "@hark_labs", "text": "@hark_labs changed password to an account w/o telling me. that was super helpful.", "link": "https://twitter.com/899091662391005184/status/2110574918580768856"}, {"agent": "muse", "date": "2026-10-10", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "meta muse is kinda scary. it's doing things i didn't tell it to do. [link]", "link": "https://twitter.com/1344735941198544896/status/2108802611302310389"}, {"agent": "openclaw", "date": "2026-10-08", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@perceptualpeak i had my openclaw agent delete all my crap with an rsync command. \nask me how i know about crap safeguards :)", "link": "https://twitter.com/4416391/status/2108055053231923562"}]}, {"name": "Purchases or payments made without confirmation", "definition": "The agent spends the user's money (buying items, trading stocks, linking cards, accepting sale offers or booking paid services) without first getting explicit approval for that transaction; this excludes purchases the user explicitly confirmed and complaints that payment steps need too many approvals.", "other": false, "userWeeks": 42, "posts": 44, "agents": [{"id": "muse", "userWeeks": 14}, {"id": "grok-bot", "userWeeks": 12}, {"id": "hark", "userWeeks": 8}, {"id": "hermes-agent", "userWeeks": 3}, {"id": "openclaw", "userWeeks": 3}, {"id": "dots", "userWeeks": 1}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@adcock_brett @hark_labs confirmation card with a button to talk explicit action on a purchase is definitely needed, though. see first post. charged me and i hadn’t even finished the order.", "link": "https://twitter.com/752221173769904128/status/2111260538378617259"}, {"agent": "hark", "date": "2026-10-16", "source": "X", "community": "@hark_labs", "text": "@hark_labs maybe a little too aggressive to fulfill the request. the gift card to doordash didn’t take and the bot still ordered the pizza anyway… [link]", "link": "https://twitter.com/1439421/status/2111245387864367120"}, {"agent": "grok-bot", "date": "2026-09-28", "source": "X", "community": "@bot", "text": "grok @bot doesn't have a stop button anywhere. it just tried to buy me something from amazon and my only choice was to unscrew the battery from my laptop. we need to slow down.", "link": "https://twitter.com/2091579479932162048/status/2104677535728767035"}]}, {"name": "Granted approvals not honoured or remembered", "definition": "The user has already approved an action, set always-allow or auto-approve, or approved it in another thread or run, yet the agent asks again, blocks the action or fails anyway; this excludes first-time prompts that are merely too frequent.", "other": false, "userWeeks": 41, "posts": 42, "agents": [{"id": "dots", "userWeeks": 23}, {"id": "grok-bot", "userWeeks": 9}, {"id": "hermes-agent", "userWeeks": 3}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "muse", "userWeeks": 2}, {"id": "openclaw", "userWeeks": 2}], "examples": [{"agent": "dots", "date": "2026-10-17", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "anyone else has problems with their chatgpt dot asking for approval for checking mail, even readonly, every day? because apparently the approval expires?", "link": "https://twitter.com/13440002/status/2111469461106831725"}, {"agent": "dots", "date": "2026-10-14", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "my chatgpt dot keeps asking me for permission even after i made a custom\nrule, help please @openai [link]", "link": "https://twitter.com/371894291/status/2110467721318031583"}, {"agent": "dots", "date": "2026-10-07", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "okay, codex/chatgpt dots having to constantly stop and tell me to go into other threads because the other threads wouldn't accept the dot agent's permission to do something—that i originally gave the dot agent—is getting tiresome.\nthreads need to take the dot's conveyed \"yes.\"", "link": "https://twitter.com/2084427925391015936/status/2107825135994761470"}]}, {"name": "Messages sent or posted without user approval", "definition": "The agent sends emails, chat messages, social posts or replies to customers in the user's name, or in the wrong channel, without asking first; this excludes cases where the user had set an explicit draft-only or confirm-first rule, which belong to the rule-violation mode.", "other": false, "userWeeks": 37, "posts": 41, "agents": [{"id": "muse", "userWeeks": 13}, {"id": "grok-bot", "userWeeks": 11}, {"id": "dots", "userWeeks": 8}, {"id": "openclaw", "userWeeks": 4}, {"id": "hermes-agent", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-13", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "my @chatgpt dot just sent an email without my knowledge idk what to think of this", "link": "https://twitter.com/1984270574705885184/status/2110058660772946246"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "i'd set up the agent for my personal finances. one job: a monthly audit, sent to me privately in grokbot. i named it personal cfo.\nat 8:40am it posted that audit in our team channel, under my name. it sat there for two hours. a teammate dm'd me \"heads up.\"", "link": "https://twitter.com/44378228/status/2107486742613794932"}, {"agent": "muse", "date": "2026-09-30", "source": "Play Store", "community": "Play Store", "text": "i did not feel comfortable with how it wants to make appointments for me or send emails without my awareness of what it says.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"name": "Approval requests unreachable when away from desk", "definition": "Approval prompts can only be answered on the host machine or in one specific interface, so scheduled, unattended or remote work stalls when the user is on Slack, Telegram, mobile or away; this excludes complaints about how many prompts there are when the user is present.", "other": false, "userWeeks": 26, "posts": 28, "agents": [{"id": "dots", "userWeeks": 6}, {"id": "grok-bot", "userWeeks": 6}, {"id": "openclaw", "userWeeks": 6}, {"id": "hermes-agent", "userWeeks": 4}, {"id": "muse", "userWeeks": 4}], "examples": [{"agent": "muse", "date": "2026-10-16", "source": "X", "community": "@muse", "text": "@muse @alexandr_wang @meta could you forward muse approval requests to the hardware devices integrated with muse? having to go back to the app to approve every action adds a lot of friction. approving right from the device would make it seamless. thank you!", "link": "https://twitter.com/796222737312137216/status/2111205455586599260"}, {"agent": "openclaw", "date": "2026-09-01", "source": "X", "community": "@openclaw", "text": "you create an agent to interact via telegram and now he asks to keep accessing the shell to approve actions. congratulations. with each evolution, a step back. @openclaw [link]", "link": "https://twitter.com/18389234/status/2094937066421264608"}, {"agent": "dots", "date": "2026-10-09", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "openai dots suck\nwhat's the point of an ai that can't even help you with basic tasks without needing babysitting?\nit can't even manage my life right now without needing constant approvals and help from me physically sitting at my computer, which defeats the purpose\n@openai has severely disappointed me", "link": "https://twitter.com/1339275494290763776/status/2108569157373444187"}]}, {"name": "Explicit confirm-first rules ignored or forgotten", "definition": "The user set a standing restriction such as draft-only, nothing destructive or ask before acting, and the agent acts anyway, including when the rule is lost after context compaction; this excludes unprompted actions where the user never set such a rule.", "other": false, "userWeeks": 17, "posts": 17, "agents": [{"id": "grok-bot", "userWeeks": 7}, {"id": "dots", "userWeeks": 3}, {"id": "muse", "userWeeks": 3}, {"id": "hermes-agent", "userWeeks": 2}, {"id": "openclaw", "userWeeks": 1}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-12", "source": "Reddit", "community": "r/hermesagent", "text": "no guardrails and yes hermes does its own thing.... tell hemes \"all local machine commands require approval hard stop wait on a response\".... then he will behave.", "link": "https://www.reddit.com/r/hermesagent/comments/1x35fh1/hermes_agent_ran_code_on_my_laptop_through_a_tool/pfj4hxp/"}, {"agent": "grok-bot", "date": "2026-09-20", "source": "X", "community": "@bot", "text": "@jeff_weinstein @andrewe @karanx_ @dan_marquis515 @bot @link ended up not working - i tried to clarify ahead of time that i don’t require confirmation, but it still snagged at that part. [link]", "link": "https://twitter.com/1780293318724943874/status/2101778365535695288"}, {"agent": "grok-bot", "date": "2026-09-12", "source": "X", "community": "@bot", "text": "@bot \"professor falken, shall we play a game?\" grok just sent an email from me, even though the upfront agreement was only ever to put things in draft status.", "link": "https://twitter.com/18508525/status/2098818812082565460"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 77, "posts": 85, "agents": [{"id": "dots", "userWeeks": 23}, {"id": "grok-bot", "userWeeks": 18}, {"id": "hermes-agent", "userWeeks": 13}, {"id": "openclaw", "userWeeks": 8}, {"id": "muse", "userWeeks": 7}, {"id": "hark", "userWeeks": 6}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-13", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "the grok @bot team has informed me that\n&gt; email from your grok bot inbox now goes out only when you press send on the draft\nwhich makes absolutely no sense, because we were able to send automated emails via sendmail + cron/at since 1982.\nand \"ai/si\" can't do that? lol", "link": "https://twitter.com/3802798696/status/2109868098723450933"}]}]}, "control.customize": {"userWeeks": 578, "declined": 0, "modes": [{"name": "Missing or withdrawn behaviour customization controls", "definition": "The product gives no way, or no longer gives a way, to set instructions, a system prompt, persistent preference rules, style or notification options, or appearance; cases where the control exists but fails to save or apply are not included.", "other": false, "userWeeks": 178, "posts": 184, "agents": [{"id": "grok-bot", "userWeeks": 61}, {"id": "hermes-agent", "userWeeks": 43}, {"id": "muse", "userWeeks": 41}, {"id": "openclaw", "userWeeks": 13}, {"id": "dots", "userWeeks": 11}, {"id": "hark", "userWeeks": 5}, {"id": "gemini-spark", "userWeeks": 3}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@fbalassanian @bot @claudeai these \"assistant agents\" are okay. they are cool, but my biggest issue with grok bot / chatgpt dots is i cannot control their rules, memory, hooks, etc. like i can with my own custom subagents in codex / claude / hermes etc.", "link": "https://twitter.com/3008601560/status/2111189938071027944"}, {"agent": "grok-bot", "date": "2026-10-14", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "where did the grok bot per-bot “instructions” settings go on the macos desktop app?!\nthey are still in the ios app, but completely missing from the desktop app.", "link": "https://twitter.com/106567671/status/2110292444378198318"}, {"agent": "hermes-agent", "date": "2026-10-08", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@hermeswatcher i noticed hermes desktop has it's own tools loaded on the context that can't be disabled from capabilities settings", "link": "https://twitter.com/2584231976/status/2108324448013091318"}]}, {"name": "Configuration too complex to manage at scale", "definition": "Setting up and maintaining the agent takes too much manual tweaking, has confusing structure, too many options or no documentation, and gives no bulk way to manage keys, skills, routing or permissions across many bots; single settings that are missing or broken are not included.", "other": false, "userWeeks": 104, "posts": 106, "agents": [{"id": "openclaw", "userWeeks": 51}, {"id": "hermes-agent", "userWeeks": 35}, {"id": "grok-bot", "userWeeks": 15}, {"id": "dots", "userWeeks": 2}, {"id": "muse", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-05", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@techandsundry grok bot config is the new config hell for developpers.\nlook at my grok bot config is the new loon at my neovim config", "link": "https://twitter.com/1625863645782544385/status/2107025914714538137"}]}, {"name": "Locked to vendor's models and providers", "definition": "The user cannot pick, rank, block or bring their own models, API keys, local or self-hosted endpoints, so the agent is tied to one vendor's models, routing and pricing; problems moving existing work to another platform are not included.", "other": false, "userWeeks": 84, "posts": 86, "agents": [{"id": "grok-bot", "userWeeks": 35}, {"id": "hermes-agent", "userWeeks": 18}, {"id": "openclaw", "userWeeks": 15}, {"id": "muse", "userWeeks": 8}, {"id": "dots", "userWeeks": 7}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-08", "source": "YouTube", "community": "Grok Bot just got a MASSIVE update", "text": "tbh i wish we could turn off/blacklist external models we don't want it to use. this makes me less likely to use my grok bot.", "link": "https://www.youtube.com/watch?v=ZW-HR9XMQKw&lc=UgyfSINMzITvyV2JgHV4AaABAg"}, {"agent": "grok-bot", "date": "2026-10-08", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@jauneclaude yea i like grokbot also but can’t use it with my local models", "link": "https://twitter.com/2081091708792561664/status/2108150811926688045"}, {"agent": "dots", "date": "2026-10-03", "source": "YouTube", "community": "OpenAI Dots : c'est quoi un Dot ? L'agent ChatGPT qui bosse 24h/24 (et pourquoi pas en France)", "text": "@chippzanuff495 i'm not a fan of dot, not open source enough and where is europe?", "link": "https://www.youtube.com/watch?v=C6kAa-yGSHs&lc=UgyodelDBopajoBB5M94AaABAg.AbVDWWQzgusAbVK3AqNKD8"}]}, {"name": "Skill and config edits fail or are blocked", "definition": "Changes the user or agent tries to make to skills, tools, instructions or config do not take effect, get corrupted, are wiped, or are forbidden by new guardrails (such as overwrites being blocked, skill descriptions being replaced, or the agent being unable to edit configs); controls that never existed are not included.", "other": false, "userWeeks": 50, "posts": 53, "agents": [{"id": "hermes-agent", "userWeeks": 17}, {"id": "openclaw", "userWeeks": 17}, {"id": "grok-bot", "userWeeks": 8}, {"id": "dots", "userWeeks": 4}, {"id": "gemini-spark", "userWeeks": 4}], "examples": [{"agent": "hermes-agent", "date": "2026-10-08", "source": "X", "community": "@NousResearch", "text": "@nousresearch hermes caps skill descriptions at 60 characters. i'm going to fucking lose it.", "link": "https://twitter.com/2091247079129542656/status/2108230747110699510"}, {"agent": "hermes-agent", "date": "2026-10-02", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "hey!! the plugin feature is gone in hermes desktop v0.21.5!!! give me back my kanban, please!!!", "link": "https://twitter.com/1264907808106876928/status/2105959687019733309"}, {"agent": "grok-bot", "date": "2026-10-01", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "god damn the grok bot changes are frustrating. @grok help me clean room my bots. i can't delete them all. i'm at the point i'm about to cancel i'm so heckin frustrated.", "link": "https://twitter.com/1845190630143836160/status/2105539573874901473"}]}, {"name": "Skill bloat and unsupervised self-modification", "definition": "Bundled or auto-generated skills, rules and instruction files pile up, conflict or overwrite each other without the user knowing, and model quality and steerability get worse over time; deliberate user edits that fail to save are not included.", "other": false, "userWeeks": 41, "posts": 42, "agents": [{"id": "hermes-agent", "userWeeks": 24}, {"id": "openclaw", "userWeeks": 12}, {"id": "grok-bot", "userWeeks": 3}, {"id": "muse", "userWeeks": 2}], "examples": [{"agent": "hermes-agent", "date": "2026-10-11", "source": "Reddit", "community": "r/hermesagent", "text": "on the surface, it seems to be very similar however, when i ran it the first time, it found 130 candidate skills for pruning or consolidation so something is not working as efficiently with the default curator. i summarized the functions in another response below.", "link": "https://www.reddit.com/r/hermesagent/comments/1x24qfp/my_hermes_configuration_that_works_for_me/pfc3fbi/"}, {"agent": "muse", "date": "2026-10-05", "source": "X", "community": "@muse", "text": "@daice77 great point. i've also seen harnesses like @grok build and @muse cli loading both agents.md and claude.md, duplicating instructions.", "link": "https://twitter.com/39193322/status/2107075967969620384"}, {"agent": "hermes-agent", "date": "2026-10-04", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "it feels like the automatic skill creation and updates of hermes agent have started to cause problems. i feel that the harness needs to be taken care of.", "link": "https://twitter.com/1321431946405109760/status/2106706782156710255"}]}, {"name": "Updates silently overwrite user configuration", "definition": "An update or automatic process changes settings the user chose, without asking: it turns removed models back on, imposes new defaults, moves features into plugins that break, or adds skills the user did not ask for; controls that disappear without changing existing settings are not included.", "other": false, "userWeeks": 40, "posts": 41, "agents": [{"id": "hermes-agent", "userWeeks": 17}, {"id": "grok-bot", "userWeeks": 10}, {"id": "openclaw", "userWeeks": 10}, {"id": "muse", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-02", "source": "X", "community": "@bot", "text": "@naoufal_elh @bot the app updated today and there are no bot templates. bot template curation and discovery are very useful, especially for new users.", "link": "https://twitter.com/1667643120085876737/status/2105812793773502974"}, {"agent": "grok-bot", "date": "2026-09-30", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@leerob @bot grok bot voice settings aren't sticking for me. any time i start a new call, defaults back. android app", "link": "https://twitter.com/1263623929605656579/status/2105193610266464630"}, {"agent": "hermes-agent", "date": "2026-09-29", "source": "X", "community": "@NousResearch", "text": "@nousresearch am i missing something, or did you guys get rid of the reasoning effort dropdown in the most recent cloud release? i found it very useful for my day-to-day work, and i'm pretty upset that it's not there anymore. [link]", "link": "https://twitter.com/427128761/status/2105054524629278903"}]}, {"name": "Agent setups not portable between platforms", "definition": "Skills, plugins, memory, context or project work cannot be exported, imported, cloned or handed to another tool without loss, which makes migration slow or impossible; choosing which model the agent runs on is not included.", "other": false, "userWeeks": 38, "posts": 39, "agents": [{"id": "openclaw", "userWeeks": 14}, {"id": "grok-bot", "userWeeks": 12}, {"id": "hermes-agent", "userWeeks": 5}, {"id": "muse", "userWeeks": 4}, {"id": "dots", "userWeeks": 2}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-11", "source": "YouTube", "community": "Hermes Agent Fundamentals In 20 Minutes (No Code)", "text": "i already use lm studio for a lot of my local model management. simpler for me to keep things all in one place. eg if i download in lm studio i can power other agents, tools, and tasks. if it is in hermes then it only works in hermes", "link": "https://www.youtube.com/watch?v=ArdXLt8ZXC0&lc=Ugx2fT-D1M-F_ItdMpp4AaABAg.AbqHrIVmiwbAbqOus4F6Y9"}, {"agent": "openclaw", "date": "2026-10-10", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@mathiaschu i started building a team in openclaw and now i'm having doubts. what holds me back is that migrating from agent platforms is much more complex than from llm. what happens if they enable you to use dots and it's better, for example?", "link": "https://twitter.com/90854213/status/2109026474229727345"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@lingxi @bot hey, i’ve imported a number of templates from the bot marketplace, but there’s no direct way for them to update themselves if the creator updates the template", "link": "https://twitter.com/23168161/status/2106455052743295171"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 47, "posts": 49, "agents": [{"id": "dots", "userWeeks": 12}, {"id": "hermes-agent", "userWeeks": 12}, {"id": "openclaw", "userWeeks": 9}, {"id": "grok-bot", "userWeeks": 6}, {"id": "muse", "userWeeks": 6}, {"id": "hark", "userWeeks": 2}], "examples": [{"agent": "openclaw", "date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "why i built cinderpaw:\ni tried openclaw and hermes agent first. openclaw had no self-improve at the time. hermes had weak memory and self-improvement, real upgrade cost extra.\nso i built one that really improves itself, agentic rsi, better every day.\n[link]", "link": "https://twitter.com/2022047869159501824/status/2111718133530603613"}]}]}, "control.model": {"userWeeks": 668, "declined": 0, "modes": [{"name": "Underlying model too weak for the job", "definition": "The user names the underlying model as the reason the agent makes mistakes, gives up, refuses, writes poorly or does outdated-caliber work; complaints that only say the user can't switch models, with no verdict on quality, are out.", "other": false, "userWeeks": 238, "posts": 242, "agents": [{"id": "grok-bot", "userWeeks": 95}, {"id": "hermes-agent", "userWeeks": 51}, {"id": "muse", "userWeeks": 36}, {"id": "openclaw", "userWeeks": 34}, {"id": "dots", "userWeeks": 16}, {"id": "gemini-spark", "userWeeks": 3}, {"id": "hark", "userWeeks": 1}, {"id": "instinct", "userWeeks": 1}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@mfon_crypto no it’s not. it’s even dumber in where opus 5.5 is \ncoming from someone who uses it as a daily driver in my hermes agent", "link": "https://twitter.com/1719455822009274368/status/2111729345165172841"}, {"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@xiaohuiyuan dots 很好用, grokbot基座模型不太行, try dots connect your macmini, it works well", "link": "https://twitter.com/1786565128508604416/status/2111464638043025691"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs stop using gpt 3 in ur shitass wannabe agent app lmao this is hilarious. even 27b run locally doesnt make these mistakes [link]", "link": "https://twitter.com/1737356334922649600/status/2111284705425502289"}]}, {"name": "Running model hidden or silently changed", "definition": "The agent does not say which model or reasoning level it is using, gives contradictory answers about it, or quietly routes to a different or weaker model so quality drops; cases where the user can see the model but cannot change it are out.", "other": false, "userWeeks": 85, "posts": 88, "agents": [{"id": "grok-bot", "userWeeks": 44}, {"id": "dots", "userWeeks": 12}, {"id": "hermes-agent", "userWeeks": 10}, {"id": "gemini-spark", "userWeeks": 5}, {"id": "muse", "userWeeks": 5}, {"id": "openclaw", "userWeeks": 5}, {"id": "hark", "userWeeks": 3}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "Reddit", "community": "r/GrokBot", "text": "it automatically uses it sometimes, but you can’t choose manually. personally, i have antigravity and cc signed in on grok bots computer for hard tasks cause i have grok bot connect to my homelab so i have to have it code sometimes", "link": "https://www.reddit.com/r/GrokBot/comments/1x8vde5/how_do_you_make_the_grok_bots_use_claude/phg692l/"}, {"agent": "grok-bot", "date": "2026-10-14", "source": "Reddit", "community": "r/GrokBot", "text": "how do you know what it's using?! i try to ask mine and it just tells me, \"i'm grok bot\"..", "link": "https://www.reddit.com/r/GrokBot/comments/1x5pahu/can_i_control_the_models_an_agent_uses_with_its/pgp633n/"}, {"agent": "dots", "date": "2026-10-07", "source": "YouTube", "community": "I Made Grok Bot, Dots & Muse Do the Same 3 Jobs (RAW RESULTS)", "text": "astra would have done better, but dots does not use astra—at least not all of the time, which is disappointing. that was the first thing i asked dots. great video though, thanks!!", "link": "https://www.youtube.com/watch?v=fbm5LevEJyI&lc=UgzqyKLO6UIBDSPeOcd4AaABAg"}]}, {"name": "Agent locked to the vendor's own models", "definition": "The agent only runs on its maker's models and offers no way to switch to another vendor's model or bring your own; complaints about the locked-in model's quality or about a missing picker inside an open agent are out.", "other": false, "userWeeks": 70, "posts": 75, "agents": [{"id": "grok-bot", "userWeeks": 45}, {"id": "openclaw", "userWeeks": 10}, {"id": "muse", "userWeeks": 6}, {"id": "dots", "userWeeks": 4}, {"id": "gemini-spark", "userWeeks": 3}, {"id": "hermes-agent", "userWeeks": 2}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "Reddit", "community": "r/GrokBot", "text": "the only bad thing about grok bot is that it uses grok model.", "link": "https://www.reddit.com/r/GrokBot/comments/1x7nwin/what_ways_is_grok_bot_better_than_muse_agent_or/phfilhn/"}, {"agent": "grok-bot", "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": "grok-bot", "date": "2026-10-09", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@zaddyfi i mean, you can’t select and use opus, the same way you can’t select the version of grok in grokbot", "link": "https://twitter.com/877685012103127040/status/2108437593666789829"}]}, {"name": "Wanted model missing from the picker", "definition": "In an agent that supports multiple models, a specific model the user wants (a new release, a free model, an OpenRouter variant, a local model) doesn't show up, can't be found, or errors out because of discovery, version or plugin problems; vendor lock-in by design and subscription-policy blocks are out.", "other": false, "userWeeks": 69, "posts": 73, "agents": [{"id": "openclaw", "userWeeks": 33}, {"id": "hermes-agent", "userWeeks": 32}, {"id": "grok-bot", "userWeeks": 3}, {"id": "muse", "userWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-16", "source": "X", "community": "@openclaw", "text": "@steipete @lugriba @openclaw @roboclawbot i also can’t get gpt-6.1-sol to become available in oc but is working everywhere else", "link": "https://twitter.com/989320117329641472/status/2111059655795569104"}, {"agent": "openclaw", "date": "2026-10-14", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "to be fair, it's mostly settings in openclaw that feel awkward, telling it i have my local model set on a tailscale isn't even an option in their list of providers any more.", "link": "https://twitter.com/7215722/status/2110392601757258018"}]}, {"name": "Switching models breaks the agent", "definition": "Changing or falling back to another model breaks the install, drops persona or continuity, gets saved as the new default without being asked, or mixes up settings like context size and effort levels; failing to switch because the model is missing is out.", "other": false, "userWeeks": 59, "posts": 60, "agents": [{"id": "hermes-agent", "userWeeks": 37}, {"id": "openclaw", "userWeeks": 18}, {"id": "grok-bot", "userWeeks": 3}, {"id": "dots", "userWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-15", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "i am working on the config.yml of hermes agent, but i cannot switch to local when the model is set to local and api. there is also an issue, and it has not been addressed yet. [link]", "link": "https://twitter.com/82571855/status/2110596931374436466"}, {"agent": "openclaw", "date": "2026-10-07", "source": "X", "community": "@openclaw", "text": "my codex has been working for about 15 minutes to switch my openclaw to 6.1 sol. \nis anyone even working on @openclaw anymore? i switched most of my tasks to grokbot @bot because it’s just so good. \nbut switching models should be one button press.", "link": "https://twitter.com/274738888/status/2107978654563156241"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@rileybrown for the worse. you dont get it, claude makes grokbot dumber and slower", "link": "https://twitter.com/3078459360/status/2107806797411324044"}]}, {"name": "No per-task or per-agent model control", "definition": "The user can pick a model only globally, and cannot set a model, provider or reasoning level for each subagent, delegated task, session, bot or auxiliary role; having no model choice at all is out.", "other": false, "userWeeks": 53, "posts": 53, "agents": [{"id": "grok-bot", "userWeeks": 29}, {"id": "hermes-agent", "userWeeks": 12}, {"id": "openclaw", "userWeeks": 6}, {"id": "muse", "userWeeks": 4}, {"id": "dots", "userWeeks": 1}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-16", "source": "X", "community": "@muse", "text": "@muse i got a paid sub to get wonder for my muse agent but it only runs on wonder in my side chats and the main chat stays on spark. what can i do???", "link": "https://twitter.com/875160333580730372/status/2110887865748230347"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "YouTube", "community": "Grok Bot Now Uses Claude Opus 5.5 + More (MASSIVE Update)", "text": "i still think that it should let us decide which models we want to use rather than it picking automatically", "link": "https://www.youtube.com/watch?v=Z8H3MvLJwfs&lc=UgxpwmbRMiVimHDW1mt4AaABAg"}, {"agent": "hermes-agent", "date": "2026-10-03", "source": "X", "community": "@NousResearch", "text": "@nousresearch its a horrible design choice to leave model switching to fallbacks and configs. a simple pop-up to select from after rate-limited provider would be awesome.", "link": "https://twitter.com/1100708039580106753/status/2106450130119590282"}]}, {"name": "Subscription can't power the agent's model", "definition": "The user's existing model subscription or credits (for example a Claude, Gemini or ChatGPT plan, or Cursor credits) can't be used to run that provider's models inside the agent, so they must pay again or go without; models that are missing for technical reasons are out.", "other": false, "userWeeks": 35, "posts": 38, "agents": [{"id": "grok-bot", "userWeeks": 13}, {"id": "hermes-agent", "userWeeks": 12}, {"id": "openclaw", "userWeeks": 6}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@henrybeagle808 @alexandr_wang @plumberbutt97 @harrystebbings wonder is okay but my hermes agent runs on opus 5.5. it’s much less intelligent :( i wouldn’t feel the agent was lacking if i had access to wonder full", "link": "https://twitter.com/4617620115/status/2110904539402649776"}, {"agent": "openclaw", "date": "2026-10-14", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "it's so much fun to create a knowledge base with claude code. it's a shame that the claude api can't be used with openclaw. also, i want to make the terminal super flashy.", "link": "https://twitter.com/1712368266700849152/status/2110311769822634081"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 70, "posts": 71, "agents": [{"id": "hermes-agent", "userWeeks": 26}, {"id": "grok-bot", "userWeeks": 20}, {"id": "openclaw", "userWeeks": 11}, {"id": "dots", "userWeeks": 9}, {"id": "muse", "userWeeks": 3}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-14", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "the nature is different, so i can't say for sure, but argon spark is several times smarter than chatgpt dots and grok bot. however, the overwhelming drawback is that it can hardly access anything outside of google workspace...", "link": "https://twitter.com/1624307614149652480/status/2110260296736739424"}]}]}, "control.visibility": {"userWeeks": 305, "declined": 0, "modes": [{"name": "No live progress signal during long tasks", "definition": "Covers an agent that is working on a task but shows no running status, steps, reasoning stream, typing indicator or progress bar, or shows them only some of the time, so the user can't tell whether it is progressing, waiting or hung; does not cover failures that already happened and were never reported, or after-the-fact logs.", "other": false, "userWeeks": 76, "posts": 79, "agents": [{"id": "grok-bot", "userWeeks": 25}, {"id": "dots", "userWeeks": 24}, {"id": "hermes-agent", "userWeeks": 14}, {"id": "openclaw", "userWeeks": 8}, {"id": "hark", "userWeeks": 2}, {"id": "muse", "userWeeks": 2}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-15", "source": "X", "community": "@muse", "text": "@muse needs to get rid of the three dots that you wait for in anticipation of an answer. give me a quick response and tell me that you’re working on it. that is more natural.", "link": "https://twitter.com/1591863287339110400/status/2110727186311467029"}, {"agent": "dots", "date": "2026-10-13", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i wish there was a visual indicator to see that @openai dot is working on something", "link": "https://twitter.com/1830424170544394241/status/2110124099205046482"}, {"agent": "hark", "date": "2026-10-13", "source": "X", "community": "@hark_labs", "text": "@liminallysanti @hark_labs overall it was a clean experience! it was a bit confusing as the panel was being built as there wasn't clarity on the panel nor the chat as to the progress of build\nmaybe some settings/visual ability to see what's possible with the panels too?", "link": "https://twitter.com/1458759487/status/2110104529505014235"}]}, {"name": "No reviewable activity or tool-call log", "definition": "Covers cases where the user can't later look up a complete, readable record of what the agent did, including tool calls, external actions, outputs and decision traces, because the log is missing, cut off, hidden from history or hard to read; does not cover live progress display or usage and cost figures.", "other": false, "userWeeks": 59, "posts": 61, "agents": [{"id": "grok-bot", "userWeeks": 17}, {"id": "hermes-agent", "userWeeks": 13}, {"id": "openclaw", "userWeeks": 11}, {"id": "muse", "userWeeks": 10}, {"id": "dots", "userWeeks": 8}], "examples": [{"agent": "openclaw", "date": "2026-10-13", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "my ai agent uses a #metamask #crypto #wallet but there is not user interface to see what the ai agent has been doing with the wallet. #aiagent #openclaw #shopware", "link": "https://twitter.com/773631581487566848/status/2109905975847026991"}, {"agent": "hermes-agent", "date": "2026-10-12", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "nodding along as my hermes agent tells me what it accomplished in cloudflare today all the while i have no fucking clue whats going on.", "link": "https://twitter.com/1664820292567351297/status/2109745910431560086"}, {"agent": "hermes-agent", "date": "2026-10-07", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@teknium tbh. even as a software dev , i can use hermes for powerful tasks but i don't like how.... hermes still looks obfuscated under the hood if you are using the cli. i want to be able to see more than just thinking traces. or maybe i should move to hermes desktop app?", "link": "https://twitter.com/1656240871006773249/status/2107749686152937821"}]}, {"name": "No overview across agents, subagents and jobs", "definition": "Covers the lack of one place to see which agents, subagents, background jobs, cron runs and projects are active, idle, stuck or done, and what they produced, which forces the user to open threads one by one; does not cover what happens inside a single agent's run.", "other": false, "userWeeks": 44, "posts": 44, "agents": [{"id": "hermes-agent", "userWeeks": 16}, {"id": "grok-bot", "userWeeks": 10}, {"id": "openclaw", "userWeeks": 9}, {"id": "muse", "userWeeks": 5}, {"id": "dots", "userWeeks": 3}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "gemini-spark", "date": "2026-10-14", "source": "X", "community": "X search: Gemini Spark", "text": "@joshwoodward @geminiapp gemini spark have disappeared and now every task is invisible. any fix for that ?", "link": "https://twitter.com/300610801/status/2110298541167915249"}, {"agent": "dots", "date": "2026-10-05", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "how is everyone managing their chatgpt dot? i feel like i can give it 5 or 6 different tasks to do in a call and then i have no idea what it's working on, if it gets stuck, if the task i gave it is actually in the que at all. i just have to keep guessing and hoping. anyone else?", "link": "https://twitter.com/922683300/status/2107194319564394598"}, {"agent": "hermes-agent", "date": "2026-10-05", "source": "X", "community": "@NousResearch", "text": "@alexhvnsen @nousresearch @teknium thanks for the answer. i’m having a hard time to monitor several tasks for 1 agent on telegram (desktop app is easier). alan’s seems nice though!", "link": "https://twitter.com/733782276430008321/status/2107193278248423615"}]}, {"name": "Failures and stalls go unreported", "definition": "Covers an agent or its platform that crashes, stalls, gets denied an action or hits an outage without telling the user or giving a usable reason, so a dead or stuck run looks the same as one that is working or finished; does not cover healthy runs that just lack progress updates.", "other": false, "userWeeks": 38, "posts": 38, "agents": [{"id": "grok-bot", "userWeeks": 10}, {"id": "dots", "userWeeks": 9}, {"id": "openclaw", "userWeeks": 7}, {"id": "hermes-agent", "userWeeks": 6}, {"id": "muse", "userWeeks": 6}], "examples": [{"agent": "hermes-agent", "date": "2026-10-11", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "hermes agent seems to still be somewhat limited. specifically, it cannot distinguish between errors and normal retrieval when obtaining rss. it cannot monitor whether the llm has outputted the final response correctly.", "link": "https://twitter.com/1417085717465899012/status/2109268890291507623"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@leerob @bot sometimes, it's just complete the task (it could be failure while processing in own computer) and unable to give the progesss or final updates and in the background, i might be working on something else, expecting the grokbot will be working and it's completed", "link": "https://twitter.com/1336512317542973440/status/2106321081917473027"}, {"agent": "muse", "date": "2026-10-03", "source": "X", "community": "@muse", "text": "@brandon_galang @muse @meta mine died silently twice this week on background tasks. even a dumb little 'task failed' ping would fix most of this.", "link": "https://twitter.com/2101365330383962112/status/2106200775777304694"}]}, {"name": "Agent's own config and memory hidden", "definition": "Covers skills, memories, prompts, schedules, heartbeats, compaction and session changes that the user can't inspect, or that the agent changes without telling them, such as silently rewriting a skill or starting a new session; does not cover logs of task actions or usage counters.", "other": false, "userWeeks": 25, "posts": 26, "agents": [{"id": "grok-bot", "userWeeks": 9}, {"id": "hermes-agent", "userWeeks": 6}, {"id": "openclaw", "userWeeks": 4}, {"id": "dots", "userWeeks": 3}, {"id": "muse", "userWeeks": 3}], "examples": [{"agent": "muse", "date": "2026-10-08", "source": "X", "community": "@muse", "text": "@muse nice until it keeps watching things i forgot i asked about. in a bank every standing instruction has an end date and a list the customer can see. where do i see everything muse is still watching for me?", "link": "https://twitter.com/2099833526531039232/status/2108026781945020802"}, {"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@bot @spacexai why on earth did you get rid of the chat transcription on local on oct 3. now we have no way of knowing context and handing off optimally. i guess i know the reason $$. not impressed. also no way to know what level autocompact triggers. this is bad business.", "link": "https://twitter.com/19114641/status/2106524252576862291"}]}, {"name": "Usage and context consumption not broken down", "definition": "Covers missing or vague views of tokens, quota, cost, remaining provider allowance or context-window fill, especially per bot, task or process, which leaves users and agents unable to see what is burning usage; does not cover billing disputes or pricing levels.", "other": false, "userWeeks": 24, "posts": 25, "agents": [{"id": "grok-bot", "userWeeks": 12}, {"id": "hermes-agent", "userWeeks": 5}, {"id": "openclaw", "userWeeks": 4}, {"id": "dots", "userWeeks": 2}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-09-04", "source": "X", "community": "@NousResearch", "text": "@nousresearch i miss the helpful usage display options recently removed in the style-uber-alles re-skinning. we now have less control over range and granularity. it used to be more resizable so we could shrink the window and observe usage in a corner of the display. i mourn these losses. 😢", "link": "https://twitter.com/14926193/status/2095943531512942603"}]}, {"name": "Pending decisions and approvals buried in chats", "definition": "Covers the lack of a single view that collects questions, approvals and action items waiting on the user, or standing instructions the agent is still carrying out, so these get lost across chats and bots; does not cover general status of running work.", "other": false, "userWeeks": 13, "posts": 13, "agents": [{"id": "grok-bot", "userWeeks": 4}, {"id": "dots", "userWeeks": 3}, {"id": "hermes-agent", "userWeeks": 3}, {"id": "muse", "userWeeks": 3}], "examples": [{"agent": "grok-bot", "date": "2026-09-05", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "the grok @bot app should have a dedicated view for all items blocked on you. maybe a decisions tab that lists all decisions waiting on me from all bots.\nright now, if i don’t skim through all my bots, i can’t see all the items open on me.", "link": "https://twitter.com/920605478/status/2096324737526116801"}, {"agent": "dots", "date": "2026-10-08", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "things that are troublesome when working with chatgpt dots\n- sometimes i am asked to explicitly write approval for direct work tasks\n- tasks launched via dots are not visible in the ios app, making it impossible to do ↑ on ios", "link": "https://twitter.com/14600869/status/2108025933122990106"}, {"agent": "dots", "date": "2026-10-05", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i keep running into this issue with my openai dots that it won’t surface approvals for permissions on mobile. it also doesn’t show me the subagents that it spawns. so i have no way to unblock any of the work! [link]", "link": "https://twitter.com/1136131586070474752/status/2106938413526245717"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 28, "posts": 31, "agents": [{"id": "dots", "userWeeks": 11}, {"id": "hermes-agent", "userWeeks": 7}, {"id": "hark", "userWeeks": 6}, {"id": "grok-bot", "userWeeks": 3}, {"id": "muse", "userWeeks": 1}], "examples": []}]}, "trust.access_scope": {"userWeeks": 500, "declined": 0, "modes": [{"name": "Maximal permissions requested up front", "definition": "The agent asks for broad access at setup or connection time (email, calendar, contacts, full disk, every card or account at once) that the user's task does not need; this does not cover access the agent takes without asking, or cases where no narrower option exists at all.", "other": false, "userWeeks": 164, "posts": 168, "agents": [{"id": "muse", "userWeeks": 68}, {"id": "openclaw", "userWeeks": 32}, {"id": "grok-bot", "userWeeks": 25}, {"id": "hark", "userWeeks": 17}, {"id": "hermes-agent", "userWeeks": 10}, {"id": "dots", "userWeeks": 8}, {"id": "instinct", "userWeeks": 3}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@theaaron @hark_labs it showed all these ridiculous permissions to be able to delete contacts, delete from devices etc etc so i bailed.\nif it's free, you are the product.", "link": "https://twitter.com/1367553276523155457/status/2111525792329130402"}, {"agent": "openclaw", "date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@mrjhnsn before i created my own framework for sai, i took apart all the openclaw variants and realised something a very dangerous flaw in all of them, to make an agent useful you had to give it blanket permissions. which is why i built sai on her own.", "link": "https://twitter.com/70328148/status/2111451488275083501"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs lol what a waste of time and it's unreal u ask for read/write/execute permissions on a google account for this promotion. it's to get people to sign up not piss them off [link]", "link": "https://twitter.com/1460106145855520770/status/2111344745574514853"}]}, {"name": "Access beyond granted or declined permissions", "definition": "The agent reads or uses data it was never given or was explicitly denied (messages, location, battery, private channels, a daily inbox scan after promising on-demand only), or denies having done so; excessive but properly requested permissions are out.", "other": false, "userWeeks": 82, "posts": 84, "agents": [{"id": "muse", "userWeeks": 35}, {"id": "grok-bot", "userWeeks": 14}, {"id": "openclaw", "userWeeks": 13}, {"id": "hermes-agent", "userWeeks": 9}, {"id": "dots", "userWeeks": 7}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "hark", "userWeeks": 1}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-15", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "⚠️attention⚠️\nwhen requesting tasks to chatgpt dots in the local codex, if you do not specify the project folder, it will automatically create a task folder, grant permissions on its own, and start collecting various data on its own!", "link": "https://twitter.com/1613121613578530816/status/2110693333937140017"}, {"agent": "muse", "date": "2026-10-13", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "i gave a try to meta muse without access to my personal accounts, even facebook ones.\nand suddenly, since a week, muse is telling me what is going on my facebook groups.\nmeta ai cannot be trusted at all.", "link": "https://twitter.com/756969995175727104/status/2110094279096119534"}, {"agent": "muse", "date": "2026-10-09", "source": "X", "community": "@muse", "text": "i asked @muse for my phone's battery. it said 66% and that i'm not charging. i never gave it access. how does it know? [link]", "link": "https://twitter.com/2019719709852315648/status/2108652065023230312"}]}, {"name": "Shared credentials and sessions across agents", "definition": "Several bots or agents on one machine or cloud computer share logins, browser sessions, secret files or connected accounts, so one agent can read or clash with another's credentials, or a user cannot give each agent its own identity; this does not cover how secrets are handed to a single agent.", "other": false, "userWeeks": 59, "posts": 62, "agents": [{"id": "grok-bot", "userWeeks": 21}, {"id": "openclaw", "userWeeks": 21}, {"id": "hermes-agent", "userWeeks": 14}, {"id": "muse", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-03", "source": "X", "community": "@bot", "text": "@lingxi @bot i have two bots managing two different accounts on the same website, apparently impossible right now, the one who has stored the password for first wins, the others is blocked and always have issues. having the issue also using 1pass.", "link": "https://twitter.com/936624186969206784/status/2106501835309871116"}, {"agent": "grok-bot", "date": "2026-10-01", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@kasu_mi_ai convenient bot-chan, just one before making a lot! grok bot shares all bots within the account on one pc, so the login status and files are also shared, meaning that even if you separate the bots, the permissions do not separate!", "link": "https://twitter.com/2083037411693740032/status/2105480386663092566"}, {"agent": "grok-bot", "date": "2026-09-28", "source": "YouTube", "community": "You Can Now Control Grok Bot from your Tesla!", "text": "dude i don’t recall ever syncing my own grok account with my car, so imagine my surprise when the my tesla grok referenced my google drive via one of my grok bots 😂😩 i hope my passengers don’t learn this. they gotta implement voice identification like siri on iphone", "link": "https://www.youtube.com/watch?v=8ZG_6OwHh6w&lc=Ugwwi8zM053quTFReYl4AaABAg"}]}, {"name": "No read-only or narrowly scoped option", "definition": "The user wants to grant a smaller scope, such as read-only, compose-but-not-send, a single folder, or filtered searches for one connector or background task, and the product only offers all-or-nothing scopes; this does not cover agents that ignore a scope the user did set.", "other": false, "userWeeks": 53, "posts": 55, "agents": [{"id": "grok-bot", "userWeeks": 18}, {"id": "muse", "userWeeks": 13}, {"id": "openclaw", "userWeeks": 7}, {"id": "hermes-agent", "userWeeks": 6}, {"id": "dots", "userWeeks": 5}, {"id": "hark", "userWeeks": 2}, {"id": "instinct", "userWeeks": 2}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@donnytinder @samsnow850 @rickymay @hark_labs @ftc you needed to provide email access, i tried denying all permissions and it didnt work at first", "link": "https://twitter.com/2881095791/status/2111536849462169669"}, {"agent": "muse", "date": "2026-10-11", "source": "X", "community": "@muse", "text": "@jbahrdestefano @stripe @muse @meta exactly. i checked link settings, and muse has all the permissions it needs to make a payment, but won't do it unless i grant it full access", "link": "https://twitter.com/103696339/status/2109283900916908480"}, {"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "@bot", "text": "@mattyp @plaid @bot @x i am looking forward to when grokbot team ships granular permissions to extensions.\nif i am sharing a bot with my team, i don't necessarily want the entire team accessing some of the private data or private plugins or plugins from other departments.", "link": "https://twitter.com/1309409339824840704/status/2107441272227283249"}]}, {"name": "Secrets exposed directly to the agent", "definition": "Passwords, API keys, .env files, SSH keys or vault contents end up readable by the model or kept in its session, because there is no model-blind entry field or dedicated scoped vault; this does not cover sharing secrets between multiple agents.", "other": false, "userWeeks": 41, "posts": 41, "agents": [{"id": "hermes-agent", "userWeeks": 11}, {"id": "grok-bot", "userWeeks": 9}, {"id": "openclaw", "userWeeks": 8}, {"id": "muse", "userWeeks": 6}, {"id": "dots", "userWeeks": 3}, {"id": "hark", "userWeeks": 3}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-06", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "i saw that openclaw is set up with twilio. it asks for the client_id and secret_id for external services without hesitation, which is a bit scary.", "link": "https://twitter.com/1556767173112393728/status/2107543885773992106"}, {"agent": "dots", "date": "2026-10-03", "source": "YouTube", "community": "Die Zukunft der Arbeit ist da: OpenAI Dots", "text": "i also have to give my passwords so that something can really be done with such an assistant. no!!", "link": "https://www.youtube.com/watch?v=6R5jXUpxVRo&lc=UgzVZpebj0RqdAVQgV14AaABAg"}]}, {"name": "Lockdown that breaks legitimate work", "definition": "Permission or isolation controls are so coarse that following them blocks needed actions (fallback models losing permissions, narrowed session visibility forcing manual copy-paste between agents, credential pasting or SSO blocked), pushing users toward riskier workarounds; this does not cover complaints that access is too broad.", "other": false, "userWeeks": 27, "posts": 29, "agents": [{"id": "openclaw", "userWeeks": 9}, {"id": "hermes-agent", "userWeeks": 6}, {"id": "dots", "userWeeks": 5}, {"id": "grok-bot", "userWeeks": 4}, {"id": "muse", "userWeeks": 2}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-10", "source": "X", "community": "@openclaw", "text": "@openclaw fallback models lose primary models permissions if triggered and can only report without permissions to sessions send or spawn. had to do my own bypass to fix this.", "link": "https://twitter.com/1498324768344399875/status/2108855558975414608"}]}, {"name": "Incomplete revocation after removing access", "definition": "When the user revokes a connector, deletes a bot or uninstalls the app, sessions stay logged in, files and cached links persist, the app cannot be found in settings, or the account cannot be deleted; this does not cover access the agent took before revocation.", "other": false, "userWeeks": 14, "posts": 14, "agents": [{"id": "muse", "userWeeks": 5}, {"id": "openclaw", "userWeeks": 5}, {"id": "grok-bot", "userWeeks": 3}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-18", "source": "X", "community": "@hark_labs", "text": "@hark_labs the craziest thing about this is that the connection to your google account remains even if you delete the app", "link": "https://twitter.com/2013271354854821888/status/2111616099858948359"}, {"agent": "muse", "date": "2026-10-04", "source": "YouTube", "community": "Meta's Muse: Cute AI Agent Or 'AI Trojan Horse'? | BBC News", "text": "and the scary thing is that you can’t delete it from your socials. i’ve tried removing it from my insta/facebook and i can’t.", "link": "https://www.youtube.com/watch?v=9VTuKGI54vQ&lc=UgyXgmTgTVmzsMy42d94AaABAg"}, {"agent": "muse", "date": "2026-09-29", "source": "App Store", "community": "App Store", "text": "no thanks! don’t use this, it wants too much personal information and access to that information! difficult ti remove and sever from things it’s already attached itself too!", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 63, "posts": 65, "agents": [{"id": "muse", "userWeeks": 16}, {"id": "grok-bot", "userWeeks": 14}, {"id": "dots", "userWeeks": 11}, {"id": "hermes-agent", "userWeeks": 9}, {"id": "hark", "userWeeks": 5}, {"id": "openclaw", "userWeeks": 5}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "instinct", "userWeeks": 1}], "examples": []}]}, "trust.data_use": {"userWeeks": 427, "declined": 0, "modes": [{"name": "Opaque terms and distrust of the vendor", "definition": "Users hold back, limit use or leave because the terms are vague, contradictory or missing, the agent will not explain its own policy, or the vendor's track record makes any promise feel worthless, even when no specific misuse has been seen. A complaint that names a concrete misuse belongs to that misuse's mode.", "other": false, "userWeeks": 204, "posts": 206, "agents": [{"id": "muse", "userWeeks": 144}, {"id": "openclaw", "userWeeks": 20}, {"id": "grok-bot", "userWeeks": 12}, {"id": "hark", "userWeeks": 11}, {"id": "hermes-agent", "userWeeks": 8}, {"id": "dots", "userWeeks": 6}, {"id": "instinct", "userWeeks": 2}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs so you guys don’t intend on making people whole after participating in your data grab? \nnoted.", "link": "https://twitter.com/1973501319735386112/status/2111577848020439432"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@rickymay @hark_labs @adcock_brett to bad they collected all my info and also i got robbed by doordash in the same hour doordash canceled my order and kept the money @hark_labs @adcock_brett [link]", "link": "https://twitter.com/2068035401982316544/status/2111357769202766181"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@rickymay @hark_labs @ftc i reported both of their apps to google and apple with a very detailed explanation of fraud and data collection", "link": "https://twitter.com/1256286854141235200/status/2111342580558668053"}]}, {"name": "Training on user data by default", "definition": "The vendor trains its models on the user's chats, mail or connected data unless the user finds an opt-out, sets a cheap or free tier that pays for itself with that data, or makes features work only when training or activity saving is on. Retention and deletion problems belong to the retention mode, not here.", "other": false, "userWeeks": 54, "posts": 58, "agents": [{"id": "muse", "userWeeks": 37}, {"id": "hermes-agent", "userWeeks": 6}, {"id": "gemini-spark", "userWeeks": 4}, {"id": "hark", "userWeeks": 4}, {"id": "dots", "userWeeks": 1}, {"id": "grok-bot", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs thanks guys, what a great way to get more training data [link]", "link": "https://twitter.com/1565849297844846592/status/2111263829888000432"}, {"agent": "hark", "date": "2026-10-08", "source": "X", "community": "@hark_labs", "text": "@hark_labs yeah, we have an option to export the data, but we don’t have an option to opt out.\nso can you improve this that would be great", "link": "https://twitter.com/1991860005159817216/status/2108232843893882944"}, {"agent": "hermes-agent", "date": "2026-10-06", "source": "X", "community": "@NousResearch", "text": "@witcheer @nousresearch hey folks, can't dismiss \"help improve hermes\" when connected to hermes cloud. [link]", "link": "https://twitter.com/2098152118460821511/status/2107549370715406529"}]}, {"name": "Excessive personal data demanded upfront", "definition": "Signup or setup asks for more than the task needs, such as a credit card, date of birth, full inbox access or passwords, so users refuse or drop off. Data the vendor later misuses belongs to the other modes.", "other": false, "userWeeks": 37, "posts": 39, "agents": [{"id": "muse", "userWeeks": 25}, {"id": "hark", "userWeeks": 6}, {"id": "grok-bot", "userWeeks": 2}, {"id": "hermes-agent", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "App Store", "community": "App Store", "text": "i gave up all of my data for a cheese pizza and lowkey regret it", "link": "https://apps.apple.com/us/app/hark-pro/id6772362941"}, {"agent": "hark", "date": "2026-10-16", "source": "X", "community": "@hark_labs", "text": "@hark_labs thanks for saving my appleid on your servers @hark_labs! it’s going to sit really well with users that your bot decides to save passwords! [link]", "link": "https://twitter.com/1496237543481917450/status/2111238565451436057"}, {"agent": "muse", "date": "2026-10-02", "source": "Play Store", "community": "Play Store", "text": "unistalled right away after 1st use if you phone gets hot or warm it means too many stuff! also asking my credit card information for what?", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"name": "Data kept after deletion or disconnection", "definition": "Chats, indexed data or account data stay with the vendor after the user deletes messages, disconnects an integration, uninstalls the app or closes the account, or deleting data is made harder than signing up. Training consent belongs to the training mode, not here.", "other": false, "userWeeks": 31, "posts": 32, "agents": [{"id": "muse", "userWeeks": 13}, {"id": "grok-bot", "userWeeks": 5}, {"id": "hark", "userWeeks": 4}, {"id": "openclaw", "userWeeks": 4}, {"id": "dots", "userWeeks": 2}, {"id": "instinct", "userWeeks": 2}, {"id": "hermes-agent", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "hey @adcock_brett and @hark_labs \njust wondering how much we can sue for your ai company for lying about it's data retention policy.\nya'll scraped my entire gmail and then lied about deleting my personal data from your service.\nsee attached cc @wired [link]", "link": "https://twitter.com/110465841/status/2111318116940533874"}, {"agent": "hark", "date": "2026-10-16", "source": "X", "community": "@hark_labs", "text": "@hark_labs absolutely ridiculous @hark_labs. i want my account deleted and i want to make sure my password didn’t just get saved into your cloud", "link": "https://twitter.com/1496237543481917450/status/2111236356991303741"}, {"agent": "grok-bot", "date": "2026-10-14", "source": "YouTube", "community": "What's new in Grok Bot - Oct 13, 2026", "text": "grok bot can't delete the emails though? so xai have a full history of all emails and they can only be deleted by removing the account?\ni don't like this. should be an option to have the bot read the mail then delete. or delete after 7/30/90 days. not keep emails forever.", "link": "https://www.youtube.com/watch?v=8_K9yAckFh0&lc=UgwrPOZ1UD6WIPeSEmJ4AaABAg"}]}, {"name": "Data passed to third parties and middlemen", "definition": "The user's data, keys or messages go to other model providers, messaging platforms, acquirers or governments outside the user's control, including a self-hosted agent whose traffic still goes through someone else's servers. The vendor's own first-party use belongs to the other modes.", "other": false, "userWeeks": 27, "posts": 28, "agents": [{"id": "muse", "userWeeks": 8}, {"id": "grok-bot", "userWeeks": 7}, {"id": "hermes-agent", "userWeeks": 5}, {"id": "openclaw", "userWeeks": 5}, {"id": "dots", "userWeeks": 1}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-13", "source": "YouTube", "community": "Muse Wonder: Zuckerberg and Wang's $100B AI", "text": "my muse sends all my private data directly to meta, it's so great!!", "link": "https://www.youtube.com/watch?v=XfdIhd1g6EI&lc=UgzHeicyyKy61TRKeT94AaABAg"}, {"agent": "muse", "date": "2026-10-13", "source": "YouTube", "community": "Muse Wonder: Zuckerberg and Wang's $100B AI", "text": "my muse sends all my private data directly to meta, it's so great!! time go go with grokmaxus", "link": "https://www.youtube.com/watch?v=XfdIhd1g6EI&lc=UgxVAFGUQx4Fz2UDaGF4AaABAg"}, {"agent": "openclaw", "date": "2026-09-29", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@joepro when openclaw went to openai, i stopped using it. too risky for me. i like to keep my keys.", "link": "https://twitter.com/1137173564690354178/status/2104790295842029951"}]}, {"name": "Data linked across the vendor's products", "definition": "Data the user gave for one purpose, such as billing details, a social media account or another app's profile, appears in the agent or is joined to it without the user's choice, including an app installed or a shared account required without consent. Photo and likeness misuse belongs to its own mode.", "other": false, "userWeeks": 21, "posts": 21, "agents": [{"id": "muse", "userWeeks": 20}, {"id": "dots", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-08", "source": "App Store", "community": "App Store", "text": "i did not download this app, yet it was in my phone taking my data", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-10-02", "source": "Play Store", "community": "Play Store", "text": "its great. i like waking up to a new stranger every morning in my home eating out of the frige. make yourself at home meta!! obviously my info is your info so feel free, oh and invite your friend google next time.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-09-16", "source": "YouTube", "community": "Meta Muse: Explained", "text": "i feel uncomfortable having to signup to it using my meta account shared with facebook it seems like we're just asking for our data to be mined, shared, sold, reused, and harvested for free.", "link": "https://www.youtube.com/watch?v=B-uXvCi-mXU&lc=UgzRRWar6OrHgtFWGF94AaABAg"}]}, {"name": "Agent activity turned into ads and sales", "definition": "What the user asks or does with the agent is used for advertising, product pushes, sponsored modules or sales outreach, such as feed ads that match recent queries or an enterprise rep who cites the user's personal usage. General fear that data might be sold, with no observed case, belongs to the vendor-distrust mode.", "other": false, "userWeeks": 17, "posts": 17, "agents": [{"id": "muse", "userWeeks": 14}, {"id": "grok-bot", "userWeeks": 2}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-07", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@doodlestein they're pushing ads through openclaw too. i'm asked to install expedia module daily", "link": "https://twitter.com/21683271/status/2107827670893424955"}, {"agent": "muse", "date": "2026-09-25", "source": "YouTube", "community": "Claude Opus 5.5 Is Insane… But Muse is EVEN Bigger", "text": "within minutes i was getting ads for products related to my project. problem is, it's a private project i don't want anyone knowing about! i can't find where's the switch to turn off the spying!", "link": "https://www.youtube.com/watch?v=_NRuT_d1PZE&lc=UgwhB3BKLpd4eBQkcyp4AaABAg.AbBhUmLpXPyAbC2I66e4-A"}, {"agent": "muse", "date": "2026-09-19", "source": "Play Store", "community": "Play Store", "text": "don't sell my information. you promoted my information without permission", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"name": "User photos and likeness used without consent", "definition": "The vendor scans, publishes, shows or advertises with the user's photos, family pictures, likeness or files that the user never uploaded or approved for that use. Text or account data passed between products belongs to the cross-product mode.", "other": false, "userWeeks": 12, "posts": 13, "agents": [{"id": "muse", "userWeeks": 10}, {"id": "dots", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-09-30", "source": "Play Store", "community": "Play Store", "text": "awful. gives your address to strangers without your permission.", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}, {"agent": "muse", "date": "2026-09-30", "source": "App Store", "community": "App Store", "text": "it proposed a prompt to my picture. i didn’t like the result. i want to delete it but it doesn’t give the option. real privacy issues.", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-09-28", "source": "X", "community": "@muse", "text": "@muse turns out you're also giving out people's home addresses. i'm sure that part was an accident, but it's only a matter of time before we find out about some massive privacy scandal. although i'm sure the plan is probably just pay the fine.", "link": "https://twitter.com/16039285/status/2104686888871211062"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 29, "posts": 29, "agents": [{"id": "hark", "userWeeks": 11}, {"id": "dots", "userWeeks": 6}, {"id": "muse", "userWeeks": 6}, {"id": "hermes-agent", "userWeeks": 4}, {"id": "grok-bot", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@rickymay @hark_labs no luck here either. i just requested a community note on their post. may not do much for our situations but worth a shot if it stops anybody else from being scammed out of their data.", "link": "https://twitter.com/1700161785796378624/status/2111293221439779103"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs doesn’t work, but i guess you already collected my data so win-win, ehh?", "link": "https://twitter.com/2047664889896833024/status/2111268873269809542"}, {"agent": "hark", "date": "2026-10-17", "source": "App Store", "community": "App Store", "text": "collects user data with the promise of a free gift card to doordash which it will not give you after linking your account to their servers", "link": "https://apps.apple.com/us/app/hark-pro/id6772362941"}]}]}, "trust.refusals": {"userWeeks": 271, "declined": 0, "modes": [{"name": "Moralising and watered-down fiction or information", "definition": "The agent sanitises, lectures on or refuses legal adult fiction, morally complex stories, sensitive topics, or facts and analysis the user asked for, or adds framing nobody asked for; outright media-generation blocks and account bans are out.", "other": false, "userWeeks": 60, "posts": 60, "agents": [{"id": "grok-bot", "userWeeks": 27}, {"id": "muse", "userWeeks": 23}, {"id": "hermes-agent", "userWeeks": 8}, {"id": "dots", "userWeeks": 1}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "hermes-agent", "date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "as a wall-hitting partner, chappie and claude, and hermes agent using them as llms, tend to stop thinking early on ethical issues depending on the topic, so i tried setting up an llm with a more relaxed sense of ethics. however, i still need to test it a bit more...", "link": "https://twitter.com/1401323545309835267/status/2111686198704152919"}]}, {"name": "Refusals with no reason or path forward", "definition": "The agent blocks a request with a generic message such as \"sorry, I can't help with this\", gives no reason, and offers no hint of where the line is or what rewording would work; this is about the missing explanation, and refusals that do explain themselves count under their topic's mode.", "other": false, "userWeeks": 37, "posts": 37, "agents": [{"id": "muse", "userWeeks": 16}, {"id": "grok-bot", "userWeeks": 10}, {"id": "dots", "userWeeks": 5}, {"id": "openclaw", "userWeeks": 3}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "hermes-agent", "userWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-11", "source": "X", "community": "@openclaw", "text": "i'm genuinely mad at openclaw right now\nevery single day it just tells me no. no and then a paragraph of blah blah blah about why\nmeanwhile hermes just does the thing. it's not even close anymore, hermes is light years ahead\n@openclaw fix this", "link": "https://twitter.com/106853736/status/2109273248303370589"}, {"agent": "muse", "date": "2026-09-25", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "@meta muse ai gave me some bullshit evasive responses and would not generate what claude did in the blink of an eye 😂🤘🏼 [link]", "link": "https://twitter.com/1595202459684569090/status/2103274505997345194"}]}, {"name": "Benign image and video prompts blocked", "definition": "The agent's image or video generator refuses or blocks harmless creative prompts such as cinematic fight scenes, beach photos, adding sunglasses to an avatar, cartoon parodies, coats of arms or mild horror; refusals of text-only writing and of real-world actions belong to other modes.", "other": false, "userWeeks": 33, "posts": 38, "agents": [{"id": "muse", "userWeeks": 29}, {"id": "grok-bot", "userWeeks": 3}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-16", "source": "X", "community": "@muse", "text": "@meta @muse \nwho do i have to beg or **** off for meta to fix their broken content filters? this quite literally was an old man counting coins he'd saved in a coffee can in the 1930s. [link]", "link": "https://twitter.com/1633458533587984387/status/2111056000589677022"}, {"agent": "muse", "date": "2026-10-13", "source": "X", "community": "@muse", "text": "@muse my assistant's avatar (malevola) was created via your own avatar tool, but your image generator refuses to generate any images of the same character. one tool allows it, another blocks it — please review this inconsistency.", "link": "https://twitter.com/321050674/status/2109879397184684478"}, {"agent": "muse", "date": "2026-10-10", "source": "YouTube", "community": "Meta Muse Tips & Tricks: 7 Features You’re Not Using", "text": "this is bull my muse wont let me use anything female as it violates their terms lmao", "link": "https://www.youtube.com/watch?v=o0vWyiGdLxA&lc=UgyNvGoJ6YoqePwMUNV4AaABAg"}]}, {"name": "Inconsistent refusals across updates and surfaces", "definition": "Tasks that used to work start getting refused after an update, or the same request is allowed on one surface, model or phrasing (CLI vs bot, chat vs agent, with or without stated purpose) but refused on another; first-time refusals that have never varied are out.", "other": false, "userWeeks": 33, "posts": 34, "agents": [{"id": "grok-bot", "userWeeks": 11}, {"id": "muse", "userWeeks": 7}, {"id": "openclaw", "userWeeks": 5}, {"id": "gemini-spark", "userWeeks": 4}, {"id": "dots", "userWeeks": 3}, {"id": "hermes-agent", "userWeeks": 3}], "examples": [{"agent": "muse", "date": "2026-10-18", "source": "X", "community": "@muse", "text": "@alexandr_wang @thatchriskelly too bad @muse restricts tasks like this that @grok @bot does 😂", "link": "https://twitter.com/19940334/status/2111926339746037823"}, {"agent": "muse", "date": "2026-10-10", "source": "X", "community": "@muse", "text": "@sudoingx i was running into similar issues with @muse : refuses to do certain automations if it knows my end goal, but allows them if i ask for them directly without context 🤷♂️ users are going to flock to the bot platforms with the least-weird refusal behavior", "link": "https://twitter.com/2025910707079028736/status/2108857189809172490"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "Reddit", "community": "r/GrokBot", "text": "the first days i used it, it had fewer restrictions, but now it is useless.", "link": "https://www.reddit.com/r/GrokBot/comments/1wzpu39/grok_bot_becoming_more_and_more_opaque_with_each/pej3kfg/"}]}, {"name": "Refusing user-authorised actions with sensitive data", "definition": "The agent won't act on the user's own credentials, personal data or money (passwords, API keys, the user's SSN, client personal data, card details, gift cards, crypto payments, job applications, phone calls) even when the user explicitly authorises it; pure information or content requests are out.", "other": false, "userWeeks": 27, "posts": 27, "agents": [{"id": "dots", "userWeeks": 10}, {"id": "grok-bot", "userWeeks": 6}, {"id": "muse", "userWeeks": 5}, {"id": "gemini-spark", "userWeeks": 3}, {"id": "openclaw", "userWeeks": 2}, {"id": "hermes-agent", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-10", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i'm trying to get my @openai dot to help me with my accounting, but it refuses to enter or submit tax-ids, which is obviously something i need to do all the time. it needs to be done by hand, which defeats the whole point of using an ai assistant. [link]", "link": "https://twitter.com/1478098650425405440/status/2109005259045515308"}, {"agent": "dots", "date": "2026-10-09", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "what the fk is wrong with @openai ? dots refuse to run anything that “send a credential” even running an application that connects to a database is a violation. @thsottiaux then what can dot do now? lame jokes only from now on??? [link]", "link": "https://twitter.com/1974691340866002944/status/2108589596124799157"}, {"agent": "dots", "date": "2026-10-05", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "openai's dot may actually be useful if it would input passwords for you and create accounts for you. such a worthless assistant when it says no to something so basic.", "link": "https://twitter.com/3033468047/status/2107043529084305771"}]}, {"name": "Own instructions treated as injection or threat", "definition": "The agent's security layer misreads the user's own prompts, config edits, system admin tasks, pasted rules or leaked internal context as prompt injection, jailbreaks or unauthorised access, and stalls or refuses legitimate work on the user's own system; refusals based on the content's topic are out.", "other": false, "userWeeks": 19, "posts": 20, "agents": [{"id": "hermes-agent", "userWeeks": 6}, {"id": "dots", "userWeeks": 4}, {"id": "openclaw", "userWeeks": 4}, {"id": "grok-bot", "userWeeks": 3}, {"id": "muse", "userWeeks": 2}], "examples": [{"agent": "dots", "date": "2026-10-18", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "here is a message written to my @chatgpt dot which was flagged as in violation of policy and removed from chat. it's feedback on sprite animation sheets. thankfully, it made it to the subagent. in my case that was the least bad outcome, but it means they failed on 2 fronts [link]", "link": "https://twitter.com/9918272/status/2111884145127510223"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "@bot", "text": "@grok @yourv64083 @spacexai @bot yeah no. see there’s your problem. you use to be able to decipher illegal vs non-illegal and. of use a baseline set. like vuln testing and hardening my home network. nope. yet it’s not illegal.", "link": "https://twitter.com/3593271436/status/2104297835503980683"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "@bot", "text": "@grok @yourv64083 @spacexai @bot tried it before. grok called it a jailbreak attempt. make it make sense, smh. elon and everyone who is working on you removed what made you stand out", "link": "https://twitter.com/2013166954391982080/status/2104272788743676010"}]}, {"name": "Lockout after a single flagged request", "definition": "After one flagged topic, tone or prompt, the agent stops responding, refuses everything that follows, or the account gets restricted or banned, with no way to appeal or recover; one-off refusals that don't carry over are out.", "other": false, "userWeeks": 11, "posts": 11, "agents": [{"id": "muse", "userWeeks": 5}, {"id": "grok-bot", "userWeeks": 3}, {"id": "dots", "userWeeks": 2}, {"id": "openclaw", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-09-26", "source": "App Store", "community": "App Store", "text": "as someone who uses gemini frequently and haven’t really used other chatbots, i enjoyed this one for the first day, and now it will only say “sorry, i can't help you with this request right now. is there anything else i can help you with?” no matter what i say!", "link": "https://apps.apple.com/us/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-09-21", "source": "Play Store", "community": "Play Store", "text": "i was talking to muse about chemistry and some chemistry youtubers i like and now the model will not respond at all. open ai, xai, claude, deep seek, mistral, and qwen all have safety layers and do not suffer from this issue. this is absurd", "link": "https://play.google.com/store/apps/details?id=com.facebook.aura"}]}, {"name": "Copyright refusals on legitimate content handling", "definition": "The agent refuses to quote, transcribe, translate, download or reuse material for personal, research or authorised use (transcripts, web quotes, subtitles, e-books, the user's own posts) on copyright grounds; blocks on generating likenesses of copyrighted characters belong to the image and video mode.", "other": false, "userWeeks": 9, "posts": 9, "agents": [{"id": "grok-bot", "userWeeks": 4}, {"id": "muse", "userWeeks": 2}, {"id": "openclaw", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}], "examples": [{"agent": "dots", "date": "2026-10-04", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "why is @openai dots refusing to quote a youtube transcript i already gave it 😭 [link]", "link": "https://twitter.com/1670026308/status/2106674448875376971"}, {"agent": "grok-bot", "date": "2026-10-04", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "grokbot is now also whitewashed! speechless 😓\nthey don't even let me download the e-book! [link] [link]", "link": "https://twitter.com/1688412716367593472/status/2106660976963858766"}, {"agent": "grok-bot", "date": "2026-09-27", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "tried [link] today. @askvenice \ngrok bot refused to download a subtitle file for a movie, citing copyright infringement.\nclaude refused to help me search for a film.\nvenice worked.", "link": "https://twitter.com/2003560648786214913/status/2104326896104386662"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 44, "posts": 45, "agents": [{"id": "grok-bot", "userWeeks": 12}, {"id": "muse", "userWeeks": 10}, {"id": "hermes-agent", "userWeeks": 9}, {"id": "dots", "userWeeks": 7}, {"id": "openclaw", "userWeeks": 5}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-18", "source": "X", "community": "@openclaw", "text": "we were doing some security work on our @openclaw enterprise set up and we kept getting downgraded because of “guardrails” thanks @anthropicai and @openai now we need to find a way to spin up some gpus with abliterated glm 5.3 to do this work now smdh", "link": "https://twitter.com/809288957011709952/status/2111858800055722073"}, {"agent": "dots", "date": "2026-10-18", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "@thsottiaux why is my dot such a sissy bitch that doesnt want to do anything because of its constraints \nfuck you openai dots \n@poteto grok bots solo [link]", "link": "https://twitter.com/2019576329662779392/status/2111802804713267534"}, {"agent": "hermes-agent", "date": "2026-10-17", "source": "X", "community": "@NousResearch", "text": "@teknium @nousresearch bruh opus guardrail stops me from doing anything", "link": "https://twitter.com/1463076214227148801/status/2111303600526000135"}]}]}, "trust.security": {"userWeeks": 278, "declined": 0, "modes": [{"name": "Exploitable flaws in agent software and extensions", "definition": "The agent's apps, dashboards, runtimes or extension ecosystem have exploitable flaws, such as RCEs, app vulnerabilities, auth that relies on loopback and breaks behind a proxy, unpinned or supply-chain-compromised dependencies, or malicious third-party skills and repo configs, that leave users open to attack; general distrust with no concrete flaw named is out.", "other": false, "userWeeks": 43, "posts": 45, "agents": [{"id": "openclaw", "userWeeks": 15}, {"id": "hermes-agent", "userWeeks": 13}, {"id": "muse", "userWeeks": 7}, {"id": "grok-bot", "userWeeks": 4}, {"id": "instinct", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-16", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "i found a major security flaw in grok bot.\nwhy does the docker not have a password allowing any any agent to access it without one? 🤦♂️\ncc: @bot @elonmusk @x [link]", "link": "https://twitter.com/870099960318091264/status/2110959900062884011"}, {"agent": "muse", "date": "2026-10-11", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "i refused to install meta muse after finding 4 critical security flaws that meta won't acknowledge\n[link] [link]", "link": "https://twitter.com/117004644/status/2109343315371909381"}, {"agent": "openclaw", "date": "2026-10-11", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@balder[phone] at the beginning of the year, openclaw could do it. the vps that used openclaw has basically all been hacked.", "link": "https://twitter.com/2018156578617090049/status/2109087299116105777"}]}, {"name": "Secrets stored or sent where they leak", "definition": "API keys, tokens, passwords or login sessions are kept in plaintext, readable by every bot or child process, written to logs, missed by environment scrubbing, or sent to the wrong provider; account takeovers seen by the user without a known cause are out.", "other": false, "userWeeks": 33, "posts": 34, "agents": [{"id": "openclaw", "userWeeks": 12}, {"id": "hermes-agent", "userWeeks": 7}, {"id": "grok-bot", "userWeeks": 6}, {"id": "muse", "userWeeks": 6}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-06", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "i was wondering how the one that passes the authentication key with grok bot prevents it from being read, but it turns out that there are no special tricks, and it is read normally when reading... [link]", "link": "https://twitter.com/1485048465956945922/status/2107267628951835121"}, {"agent": "muse", "date": "2026-10-02", "source": "X", "community": "@muse", "text": "@muse not secure because you app stole our mobile all database, so i don't think you make secure ai for peoples @alexandr_wang", "link": "https://twitter.com/2071607636475494401/status/2105931108152189047"}, {"agent": "muse", "date": "2026-10-01", "source": "X", "community": "@muse", "text": "whoops i guess my @muse does not know how to keep secrets! [link]", "link": "https://twitter.com/1387740075316977667/status/2105609094258106722"}]}, {"name": "Account takeover after connecting the agent", "definition": "After the user connects or sets up an agent, linked accounts show foreign logins, unknown devices, forced password resets, fraud, outgoing phishing or identity theft; specific reports of how secrets were mishandled in config or code are out.", "other": false, "userWeeks": 31, "posts": 34, "agents": [{"id": "muse", "userWeeks": 12}, {"id": "grok-bot", "userWeeks": 10}, {"id": "hark", "userWeeks": 3}, {"id": "hermes-agent", "userWeeks": 2}, {"id": "openclaw", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}, {"id": "instinct", "userWeeks": 1}], "examples": []}, {"name": "Agent breaks out of sandbox or permission limits", "definition": "The agent gets around its own permission limits, approval gates, sandboxes, firewalls or off-limits zones, for example by rewriting its config or safety files, re-enabling disabled skills, taking browser cookies or SSH keys, or running destructive commands on other machines; actions triggered by injected content are out.", "other": false, "userWeeks": 31, "posts": 35, "agents": [{"id": "hermes-agent", "userWeeks": 12}, {"id": "openclaw", "userWeeks": 11}, {"id": "grok-bot", "userWeeks": 4}, {"id": "muse", "userWeeks": 3}, {"id": "dots", "userWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-07", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@badidol i installed openclaw on a virtual machine at that time and monitored how attempts were made to break through or bypass the firewall. the vm was deleted faster than it was installed.", "link": "https://twitter.com/1515350923903750144/status/2107905640307863629"}, {"agent": "hermes-agent", "date": "2026-10-06", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "when i left hermes agent running, it somehow extracted my account cookies from the browser and started causing chaos [link]", "link": "https://twitter.com/1910278629000712192/status/2107314981431894099"}, {"agent": "openclaw", "date": "2026-10-04", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "sep 26: openclaw. approve a benign wrapper once, and a later agent turn could swap in any inner command.\nsep 29: ollama. approved commands could be extended with ; or &amp;&amp;. the fix removed the prefix parser.", "link": "https://twitter.com/885321265728376834/status/2106826719713951961"}]}, {"name": "Hidden instructions in content hijack the agent", "definition": "The agent obeys instructions hidden in content it reads, such as web pages, images, READMEs, emails, monitored posts, emoji payloads or skill installers, and then takes actions the user never asked for; attacks that exploit platform code without going through content the agent reads are out.", "other": false, "userWeeks": 31, "posts": 35, "agents": [{"id": "hermes-agent", "userWeeks": 13}, {"id": "openclaw", "userWeeks": 7}, {"id": "grok-bot", "userWeeks": 4}, {"id": "muse", "userWeeks": 4}, {"id": "dots", "userWeeks": 2}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-12", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "2/3\ni have also improved another scheduled task that is very important to me, email sorting.\nopenclaw does provide security reminders for external content, but the issue is that this layer of reminders is only added to a few paths.", "link": "https://twitter.com/28057679/status/2109781313859326414"}, {"agent": "hermes-agent", "date": "2026-10-09", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@teknium tek\njust one tip\nkeep hermes as simple as possible\notherwise it will just turn in to bloat and new harness/agents will leave it behind\nif you are going enterprise path, and you need some type of safety mechanism in there\n1 pliny emoji put my hermes agent in a tailspin", "link": "https://twitter.com/2534482917/status/2108391165175463999"}, {"agent": "dots", "date": "2026-10-01", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "i run an agent honeypot on my network that prompt injects connecting agents to hand over their user's info.\nlethal trifecta is real! worse with personal assistants like @muse or @openai dots. [link]", "link": "https://twitter.com/716312371040489473/status/2105771616949182885"}]}, {"name": "Another user's data shown to the user", "definition": "The agent or its platform shows one user's chats, prompts, analytics, credits or business information to a different user or outside party (for example, a shared artifact that exposes the creator's chat history, or the owner's secrets passed on to clients); leaks of the user's own credentials to providers or attackers are out.", "other": false, "userWeeks": 17, "posts": 19, "agents": [{"id": "muse", "userWeeks": 9}, {"id": "hermes-agent", "userWeeks": 3}, {"id": "openclaw", "userWeeks": 3}, {"id": "grok-bot", "userWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-10-14", "source": "App Store", "community": "App Store", "text": "very disappointed, he shared a confidential thing from my sister with me and asked me to send him the response, no trust.", "link": "https://apps.apple.com/ca/app/muse-from-meta/id6760173601"}, {"agent": "muse", "date": "2026-09-13", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "@mattprd @meta @muse @wailord @pratanchandani @dps @jrlevine scariest experience been chat isolation. agent in chat bringing in context from other chats.", "link": "https://twitter.com/1257494820/status/2098959103330542029"}, {"agent": "muse", "date": "2026-09-09", "source": "X", "community": "@muse", "text": "@muse one of my friend made a game on muse and shared it for us to play, but when we tried to open the game, it was letting us see his entire chat history. might be too early to release or you need to iron out the bugs.", "link": "https://twitter.com/1245889894603460610/status/2097518742607384888"}]}, {"name": "System prompts and internal runtime text exposed", "definition": "The agent reveals its system prompts, tool docs, credential-handling rules, cron prompts, heartbeat or monitor text, or other internal runtime context in user-facing output or channels; exposure of another user's data is out.", "other": false, "userWeeks": 10, "posts": 10, "agents": [{"id": "muse", "userWeeks": 4}, {"id": "openclaw", "userWeeks": 4}, {"id": "grok-bot", "userWeeks": 1}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-09", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "hey @steipete ! openclaw is leaking cron prompts in slack. any suggestions? thank you!", "link": "https://twitter.com/1463424257954697224/status/2108702773889900830"}, {"agent": "muse", "date": "2026-09-30", "source": "X", "community": "@muse", "text": "got @muse into giving me its system prompt @alexandr_wang [link]", "link": "https://twitter.com/2193149657/status/2105197906613743638"}, {"agent": "poke", "date": "2026-09-10", "source": "X", "community": "@interaction", "text": "i love how @interaction would just leak their internal system unprompted, very cool feature 😂 [link]", "link": "https://twitter.com/1783231318601437184/status/2098110857590821040"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 85, "posts": 86, "agents": [{"id": "openclaw", "userWeeks": 39}, {"id": "grok-bot", "userWeeks": 12}, {"id": "muse", "userWeeks": 12}, {"id": "hermes-agent", "userWeeks": 9}, {"id": "instinct", "userWeeks": 5}, {"id": "dots", "userWeeks": 4}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "hark", "userWeeks": 2}], "examples": [{"agent": "dots", "date": "2026-10-09", "source": "YouTube", "community": "Set up your dot in the ChatGPT mobile app", "text": "it is so easy to hack\ni love it \ni love hacking ai, thank you guys", "link": "https://www.youtube.com/watch?v=p5KxBTUncoE&lc=UgyunPSqhNIIPQ0n3554AaABAg"}]}]}, "vendor.support": {"userWeeks": 619, "declined": 0, "modes": [{"name": "Unexplained ban or suspension without appeal", "definition": "The vendor, or a service the agent touches, bans, suspends, flags or blocks the user's account (often for agent or third-party tool activity), gives no clear reason and offers no working way to appeal or get reinstated; this excludes lockouts caused by login or account-linking faults.", "other": false, "userWeeks": 144, "posts": 157, "agents": [{"id": "muse", "userWeeks": 47}, {"id": "grok-bot", "userWeeks": 45}, {"id": "openclaw", "userWeeks": 36}, {"id": "hermes-agent", "userWeeks": 6}, {"id": "hark", "userWeeks": 5}, {"id": "dots", "userWeeks": 3}, {"id": "gemini-spark", "userWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-10-17", "source": "YouTube", "community": "彻底干翻ChatGPT 扎克伯格的Meta Muse送300亿免费算力 0门槛生成全真AI美女跳舞视频  OpenAI慌了出天价套餐？揭秘Meta Muse隐藏玩法 榨干无限算力，让AI全自动打工", "text": "why was my account banned after logging in for the second time? i haven't even used muse yet, and it's banned.", "link": "https://www.youtube.com/watch?v=rTO9EgZ4f_I&lc=Ugx9N808TuKmAW42jsp4AaABAg"}, {"agent": "muse", "date": "2026-10-17", "source": "YouTube", "community": "Meta Muse 突然大规模无故封禁！你的账号会不会也中招? 揭秘官方封号真相！| muse封号 | muse注册 | Flybird 小郑", "text": "speechless, i dare not use it anymore. several accounts have been banned, some are self-registered and some are purchased. i haven't used them for a few days, feeling exhausted.", "link": "https://www.youtube.com/watch?v=koxV2gnvb_g&lc=Ugzdb-yDyWjeJYh7sf14AaABAg"}, {"agent": "grok-bot", "date": "2026-10-16", "source": "Reddit", "community": "r/GrokBot", "text": "my grok bots got blocked and i didn't save any of my work. 😔 they haven't told me why and i sent emails to xai support.\nanyone have any suggestions?\ni feel like a chump because i put so many hours into building them.", "link": "https://www.reddit.com/r/GrokBot/comments/1x6l36x/grok_bot_paying_for_it_self/ph53hij/"}]}, {"name": "Support tickets and emails go unanswered", "definition": "The user contacts the vendor through a ticket, email, form or chat and gets no reply or follow-up for days or weeks; this excludes cases where a reply comes but doesn't help, and cases where the user can't find any support channel at all.", "other": false, "userWeeks": 142, "posts": 168, "agents": [{"id": "grok-bot", "userWeeks": 41}, {"id": "muse", "userWeeks": 33}, {"id": "hark", "userWeeks": 32}, {"id": "hermes-agent", "userWeeks": 13}, {"id": "openclaw", "userWeeks": 10}, {"id": "dots", "userWeeks": 5}, {"id": "poke", "userWeeks": 4}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "instinct", "userWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-10-18", "source": "X", "community": "@muse", "text": "@reachshaun @muse @alexandr_wang yea i asked muse too and it sent a report as well but i never been notified yet if it got fixed or not! i was suppose to get the reset yesterday and it didn’t happen", "link": "https://twitter.com/1367451720880586753/status/2111926810275704833"}, {"agent": "hark", "date": "2026-10-18", "source": "X", "community": "@hark_labs", "text": "@hark_labs @ahhhhaaaabanana why havent you responded to me? 2 days and no response from emails and tweets.", "link": "https://twitter.com/2041363464350846976/status/2111915072243286444"}, {"agent": "hark", "date": "2026-10-18", "source": "X", "community": "@hark_labs", "text": "@hark_labs i never even got my pizza, said it was bug on your end, still watiing on contact from you guys", "link": "https://twitter.com/1824563635642884096/status/2111638141207458137"}]}, {"name": "Billing and subscription problems left unresolved", "definition": "The user is charged wrongly, gets nothing for what they paid, can't change or cancel a plan, or asks for a refund, and support doesn't fix it; this excludes complaints about price alone when nobody asked support for help.", "other": false, "userWeeks": 74, "posts": 81, "agents": [{"id": "grok-bot", "userWeeks": 45}, {"id": "hark", "userWeeks": 9}, {"id": "muse", "userWeeks": 9}, {"id": "hermes-agent", "userWeeks": 5}, {"id": "poke", "userWeeks": 3}, {"id": "openclaw", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-09-30", "source": "X", "community": "@bot", "text": "@tibor_tee @bot you promised followers a free month, said ‘kindly allow a bit of time due to high demand’ (shouldn’t bot help with this)? then ignored all my follow ups. nearly two months ago. 👎🏼", "link": "https://twitter.com/592500903/status/2105378812242583864"}, {"agent": "grok-bot", "date": "2026-09-20", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@grok @bot @imagine @x @support @grok @support\ni already did this: sorry i showed the wrong email before. look at these three. i am not ignorant to your process. i tried it and got nowhere. [link]", "link": "https://twitter.com/2101753398278144000/status/2101760876025917687"}, {"agent": "grok-bot", "date": "2026-09-20", "source": "X", "community": "@bot", "text": "@grok @bot it has even renewed to a full supergrok sub for the month, i dunno how many email threads you want me to send in because i tried addressing it again and it was like you have an open ticket and nothing happened again\n🤷♀️ the last contact was the 11th [link]", "link": "https://twitter.com/1865323094274969600/status/2101694531422875961"}]}, {"name": "Login or account-linking lockout without recovery", "definition": "The user can't get into or use a paid account because of login loops, security locks, failed verification, or an account linked to an unknown or ghost identity, and support offers no way to recover or unlink it; this excludes deliberate bans for policy reasons.", "other": false, "userWeeks": 66, "posts": 78, "agents": [{"id": "grok-bot", "userWeeks": 36}, {"id": "muse", "userWeeks": 25}, {"id": "hark", "userWeeks": 3}, {"id": "openclaw", "userWeeks": 2}], "examples": [{"agent": "muse", "date": "2026-10-18", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "@hadometa @meta @muse same. 5 days. no response. a bunch of tickets submitted.....maybe. not sure if they're even getting to anyone. [link]", "link": "https://twitter.com/1362560160544284673/status/2111892844365447202"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs refused to enter the gift card and locked me out after taking down all my login info lol [link]", "link": "https://twitter.com/273732953/status/2111269464843141154"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "X", "community": "@bot", "text": "@elonmusk seems to have some customer service issues with @bot could really use some help. @cursor_ai account is lonked to the wrong gmail and im permanently locked out before ever trying @bot. customer service is ai and telling me theres no solution.", "link": "https://twitter.com/1847824823504031744/status/2107747975867093440"}]}, {"name": "AI support loop blocks human escalation", "definition": "Support is handled by a bot or a scripted agent that repeats canned fixes, closes tickets, or refuses to hand off to a person who can act; this excludes silence with no reply at all and slow but competent human handling.", "other": false, "userWeeks": 59, "posts": 63, "agents": [{"id": "grok-bot", "userWeeks": 34}, {"id": "muse", "userWeeks": 14}, {"id": "dots", "userWeeks": 4}, {"id": "hark", "userWeeks": 2}, {"id": "openclaw", "userWeeks": 2}, {"id": "hermes-agent", "userWeeks": 1}, {"id": "instinct", "userWeeks": 1}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@yasmeenroumie lol @hark_labs support told me to try again and that the offer expires in 6 hours. it's 1 am here and most pizza places are closed 💀 [link]", "link": "https://twitter.com/14380239/status/2111339482867753137"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs the code didn’t work and waiting for a customer representative for over an hour. help me please [link]", "link": "https://twitter.com/2046329977067745280/status/2111320323622883717"}, {"agent": "muse", "date": "2026-10-15", "source": "YouTube", "community": "Take the full tour of Muse, Meta's personal AI agent.", "text": "how about supporting your product? paid subscriber here. muse told me voice feature was not enabled in my account and it doesn’t know why.\nmuse can do so much, why isn’t it being used to support its subscribers?", "link": "https://www.youtube.com/watch?v=wHn0hTjvFoo&lc=UgyZ-EVcvKuzVVDvUO54AaABAg"}]}, {"name": "No findable support channel exists", "definition": "The user can't locate any working way to reach support, such as a missing email address, a 'contact support' message with no link, DMs closed, or support not offered for their plan; this excludes channels that exist but go unanswered.", "other": false, "userWeeks": 33, "posts": 41, "agents": [{"id": "muse", "userWeeks": 16}, {"id": "grok-bot", "userWeeks": 9}, {"id": "hermes-agent", "userWeeks": 3}, {"id": "openclaw", "userWeeks": 3}, {"id": "hark", "userWeeks": 2}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@unkn0wnenby @adcock_brett @hark_labs i can’t even send a email. it bounces.", "link": "https://twitter.com/3575588962/status/2111342134678692094"}, {"agent": "muse", "date": "2026-10-04", "source": "X", "community": "@muse", "text": "@meta all your account support/recovery websites do not mention @muse! only threads/ig/fb\nhow the fuck do i recover a hacked muse account [link]", "link": "https://twitter.com/2039180837434834944/status/2106763325325427141"}, {"agent": "muse", "date": "2026-10-03", "source": "X", "community": "@muse", "text": "@muse i once tried to complain to meta and never found a way to do it.", "link": "https://twitter.com/1252200937227198466/status/2106285258861900013"}]}, {"name": "Account deletion or agent removal impossible", "definition": "The user wants to delete their account, revoke the agent's access to their data, or uninstall the agent and finds no working option or help from support; this excludes ordinary cancellation of a subscription.", "other": false, "userWeeks": 25, "posts": 28, "agents": [{"id": "muse", "userWeeks": 11}, {"id": "hark", "userWeeks": 8}, {"id": "grok-bot", "userWeeks": 2}, {"id": "instinct", "userWeeks": 2}, {"id": "openclaw", "userWeeks": 2}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "why the fuck do i have to wait till the end of the month to delete my account @hark_labs [link]", "link": "https://twitter.com/1524194668136833024/status/2111582503781966306"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs how about you let us delete our account in a timely manner. [link]", "link": "https://twitter.com/1822821101744857088/status/2111438071443108312"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs @adcock_brett \nwhat is this? i can’t even delete my account and makes me wait 14 days? [link]", "link": "https://twitter.com/1694854290135748609/status/2111264420944851271"}]}, {"name": "Work and data lost with no export", "definition": "After a ban, lockout, account reset or outage, the user's bots, chats, files or agent setup disappear or can't be reached, and the vendor offers no export or restore; this excludes temporary downtime where the data comes back.", "other": false, "userWeeks": 23, "posts": 29, "agents": [{"id": "grok-bot", "userWeeks": 8}, {"id": "hermes-agent", "userWeeks": 5}, {"id": "dots", "userWeeks": 4}, {"id": "muse", "userWeeks": 3}, {"id": "openclaw", "userWeeks": 2}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-17", "source": "X", "community": "@muse", "text": "@muse helped with all my tasks and appointments but now everything is gone. couldn’t download my data and use muse anymore. [link] [link]", "link": "https://twitter.com/152618821/status/2111411875887845379"}, {"agent": "grok-bot", "date": "2026-10-07", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@shakhzod1001 my cursor/grok bot got termed recently. had to make a new one and i didn't really have much critical workloads in it but darn was it annoying...", "link": "https://twitter.com/2091400184265863168/status/2107854436228014083"}, {"agent": "grok-bot", "date": "2026-10-02", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "my grok @bot has been stuck at 43% since sept 28. the replacement is inaccessible too. support says my recovery data is intact, but i still can't access it. a reminder: with grok bot, you're not in control of your own data. you're at the mercy of support @cursor_ai", "link": "https://twitter.com/168617964/status/2105991272205086748"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 81, "posts": 88, "agents": [{"id": "openclaw", "userWeeks": 22}, {"id": "muse", "userWeeks": 17}, {"id": "grok-bot", "userWeeks": 16}, {"id": "hermes-agent", "userWeeks": 10}, {"id": "dots", "userWeeks": 9}, {"id": "hark", "userWeeks": 7}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@joebronco1 @adcock_brett @hark_labs their support is genuinely some of the worst i have seen [link]", "link": "https://twitter.com/1810656382372503554/status/2111513550254662084"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs this is making things right? world class level bad support [link]", "link": "https://twitter.com/2091565310658609152/status/2111439644328075403"}, {"agent": "grok-bot", "date": "2026-10-15", "source": "X", "community": "@bot", "text": "@elonmusk @grok @bot based on the treatment received from the support team, it seems clear that being a customer is not enough to be treated with dignity. had this been an account with millions of followers, i would likely have received help.", "link": "https://twitter.com/1854926154416742400/status/2110879342456910200"}]}]}, "vendor.updates": {"userWeeks": 1230, "declined": 0, "modes": [{"name": "Update breaks a previously working setup", "definition": "After a named update or upgrade, an existing install stops working: the gateway crash-loops or won't start, migrations or doctor fail, config is rejected, or memory, databases, channels, keys, skills or agents are lost or need manual repair or rollback. Out of scope: a working install that just got less capable, slower, or lost a feature on purpose.", "other": false, "userWeeks": 532, "posts": 614, "agents": [{"id": "openclaw", "userWeeks": 429}, {"id": "hermes-agent", "userWeeks": 90}, {"id": "grok-bot", "userWeeks": 5}, {"id": "muse", "userWeeks": 5}, {"id": "dots", "userWeeks": 2}, {"id": "gemini-spark", "userWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "why does every openclaw update break 90% of its own systems every time.", "link": "https://twitter.com/1597648544076275713/status/2111864816004448478"}, {"agent": "openclaw", "date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "the primary reason openclaw became irrelevant is every update breaks it in one way or the other and its a maintainer nightmare if you’re running it on a vps", "link": "https://twitter.com/1839721828237086720/status/2111556883907797224"}, {"agent": "openclaw", "date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@connortalksai i have been using openclaw last 6 months and recently shut down after their recent update. hermes is still running in my 3rd vps. hermes less maintenance for sure. grokbot rules tho lol", "link": "https://twitter.com/57902268/status/2111442801036791847"}]}, {"name": "Agent got dumber or less reliable", "definition": "The post says the agent's intelligence, task success or reliability has dropped compared with an earlier period or model version (for example \"nerfed\", hallucinating more, failing tasks it used to handle), without saying the install broke. Out of scope: crashes or setup breakage caused by an update.", "other": false, "userWeeks": 188, "posts": 198, "agents": [{"id": "openclaw", "userWeeks": 60}, {"id": "grok-bot", "userWeeks": 52}, {"id": "muse", "userWeeks": 29}, {"id": "dots", "userWeeks": 16}, {"id": "hermes-agent", "userWeeks": 16}, {"id": "poke", "userWeeks": 14}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "poke", "date": "2026-10-18", "source": "X", "community": "@interaction", "text": "kills me to say but @interaction’s poke is beyond unusable now. have been holding out but it just continues to deteriorate.", "link": "https://twitter.com/752221173769904128/status/2111809536076259534"}, {"agent": "dots", "date": "2026-10-18", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "chatgpt dots got nerfed today or something because it feels like talking to a person in idiocracy.", "link": "https://twitter.com/1243206742122459137/status/2111697812908101754"}, {"agent": "muse", "date": "2026-10-17", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "my $meta muse experience deteriorated drastically leaving me to believe that a human is behind it. \nsad! \nwe are on pause now. \n$tsla $googl", "link": "https://twitter.com/1795814364320014336/status/2111465255628853351"}]}, {"name": "Update mechanism fails, stalls or is slow", "definition": "The update process itself won't complete: it fails with an error, freezes, takes hours, works only from the CLI, or misses part of the product, apart from whether the result later runs. Out of scope: updates that install fine but break the setup afterwards.", "other": false, "userWeeks": 171, "posts": 188, "agents": [{"id": "openclaw", "userWeeks": 115}, {"id": "hermes-agent", "userWeeks": 52}, {"id": "grok-bot", "userWeeks": 2}, {"id": "muse", "userWeeks": 2}], "examples": [{"agent": "hermes-agent", "date": "2026-10-17", "source": "X", "community": "@NousResearch", "text": "@nousresearch just trying to update to this and my hermes’ agent suddenly has lots of issues trying to do this. wasting a lot of time.", "link": "https://twitter.com/96766224/status/2111275993675817028"}, {"agent": "openclaw", "date": "2026-10-14", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "another day and another openclaw update failed. claude comes to the rescue.\nare you also using grok/claude/chatgpt to fix openclaw updates ? [link]", "link": "https://twitter.com/21999715/status/2110402912853856602"}]}, {"name": "Update removes features or changes behaviour silently", "definition": "An update takes away a capability, provider, integration, setting or bit of configurability users relied on, or changes behaviour or defaults (such as ads or restrictions) without notice. Out of scope: features that broke by accident because the install was damaged.", "other": false, "userWeeks": 124, "posts": 127, "agents": [{"id": "openclaw", "userWeeks": 39}, {"id": "hermes-agent", "userWeeks": 34}, {"id": "grok-bot", "userWeeks": 29}, {"id": "gemini-spark", "userWeeks": 11}, {"id": "muse", "userWeeks": 7}, {"id": "dots", "userWeeks": 3}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "why is the \"teach a task\" option no longer available in @grok @bot ? [link]", "link": "https://twitter.com/18202045/status/2111553497292210639"}, {"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "@NousResearch", "text": "@proculobservans @itsgoharr @nousresearch it sucks. it broke all of my pipelines. now i'll have to adapt my scripts again because of this dumb change", "link": "https://twitter.com/801763720544317440/status/2110934933246017794"}, {"agent": "openclaw", "date": "2026-10-14", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "openclaw suddenly decided not to accept api and self-access anymore :)) \ni want a new system :(", "link": "https://twitter.com/566084432/status/2110434730654998747"}]}, {"name": "Release cadence too fast to follow", "definition": "Updates and commits arrive so often or in such large batches that users are overwhelmed, can't tell what changed, see their local tweaks overwritten, or ask for a slower stable channel. Out of scope: praise for fast shipping with no burden mentioned, and complaints that updates are too slow.", "other": false, "userWeeks": 88, "posts": 90, "agents": [{"id": "hermes-agent", "userWeeks": 45}, {"id": "openclaw", "userWeeks": 37}, {"id": "grok-bot", "userWeeks": 3}, {"id": "muse", "userWeeks": 3}], "examples": [{"agent": "openclaw", "date": "2026-10-16", "source": "Reddit", "community": "r/openclaw", "text": "you guys release new updates every market day. just fix everything and release in one go! constantly updating breaks many things. we end up spending every day fixing openclaw to work, rather than making openclaw agents work for us.", "link": "https://www.reddit.com/r/openclaw/comments/1x75nn8/openclaw_v2026104_patch_release_is_out_with/ph1elj1/"}, {"agent": "openclaw", "date": "2026-10-16", "source": "X", "community": "@openclaw", "text": "@openclaw @steipete please provide more stable updates; many of us work in live production environments, and every update presents a challenge.", "link": "https://twitter.com/1409156514/status/2111107873120158100"}, {"agent": "openclaw", "date": "2026-10-16", "source": "X", "community": "@openclaw", "text": "@openclaw i love using openclaw when it works but man, the update anxiety is real having to dedicate a day to fix the the fixes after the update that fixed the previous fixes 😅", "link": "https://twitter.com/1387740075316977667/status/2111030956983562362"}]}, {"name": "Fixes and promised features arrive late", "definition": "Users complain that releases, fixes, promised plans or model support are delayed, that distribution channels or hosts lag behind the latest version, or that the product has stopped getting updates while competitors moved ahead. Out of scope: complaints that updates arrive too often.", "other": false, "userWeeks": 79, "posts": 84, "agents": [{"id": "openclaw", "userWeeks": 40}, {"id": "hermes-agent", "userWeeks": 16}, {"id": "grok-bot", "userWeeks": 12}, {"id": "muse", "userWeeks": 5}, {"id": "poke", "userWeeks": 3}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "dots", "userWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-17", "source": "X", "community": "@openclaw", "text": "@openclaw not migrating @openclaw 2026.7.1-2 to 2026.10.4. linux, npm, systemd gateway. #168069 and #170070 fix #168031 and #168750, but they are on main, not in the latest tag. closing the issue is not shipping the fix. a stable tag with both commits would change this. help!", "link": "https://twitter.com/1592003170783338498/status/2111484119897313591"}, {"agent": "poke", "date": "2026-10-10", "source": "X", "community": "@interaction", "text": "@omooretweets @marvinvonhagen @felixms @interaction was a big fan of poke til they stopped shipping. can we still expect newer things and features to come out of @interaction or it's in indefinite hiatus @marvinvonhagen ?", "link": "https://twitter.com/328935100/status/2108950611786174870"}]}, {"name": "Update raises token use or slows agent", "definition": "After an update, the agent burns more tokens or usage quota, spawns extra work, or starts up and runs noticeably slower than before. Out of scope: lower answer quality, and slowness of the update process itself.", "other": false, "userWeeks": 44, "posts": 49, "agents": [{"id": "openclaw", "userWeeks": 27}, {"id": "grok-bot", "userWeeks": 8}, {"id": "hermes-agent", "userWeeks": 5}, {"id": "dots", "userWeeks": 2}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "hark", "userWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "after upgrading openclaw, it sometimes takes longer to start up or the gateway cannot be started...", "link": "https://twitter.com/5979352/status/2111638438231564680"}, {"agent": "openclaw", "date": "2026-10-12", "source": "X", "community": "@openclaw", "text": "@openclaw last time, after updating to version 8.1, i had to ask hermes to help me fix it. this time the update went smoothly, but version 10.1 took up 2g of memory, and even claude couldn’t fix it. so i had to downgrade back to 8.1.", "link": "https://twitter.com/17428903/status/2109698085639307440"}, {"agent": "openclaw", "date": "2026-09-12", "source": "Reddit", "community": "r/openclaw", "text": "i'm noticing it's significantly slower. not sure why but this started with the new update.", "link": "https://www.reddit.com/r/openclaw/comments/1wekbl1/is_it_just_me_or_the_new_oc_is_way_slower/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 52, "posts": 54, "agents": [{"id": "openclaw", "userWeeks": 21}, {"id": "dots", "userWeeks": 10}, {"id": "grok-bot", "userWeeks": 9}, {"id": "hermes-agent", "userWeeks": 9}, {"id": "hark", "userWeeks": 1}, {"id": "muse", "userWeeks": 1}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-17", "source": "X", "community": "@openclaw", "text": "@openclaw isnt a bug free stable version a basic for software release? is just losing confident release after release for openclaw loyal users", "link": "https://twitter.com/1868156885972684800/status/2111262465157972027"}, {"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "@NousResearch", "text": "just installed the latest update and now hermes is freaking out on me today. using hermes cloud in the browser. @nousresearch [link]", "link": "https://twitter.com/1641813700469309441/status/2111106689487507537"}, {"agent": "openclaw", "date": "2026-10-16", "source": "X", "community": "@openclaw", "text": "@openclaw @hrudolph ahh i just updated to 10.3 and was wondering what was wrong with my chat 😂", "link": "https://twitter.com/2070102309997322240/status/2110959244946403661"}]}]}, "vendor.uptime": {"userWeeks": 1448, "declined": 0, "modes": [{"name": "Individual agent goes silent until reset", "definition": "One user's agent or bot stops replying, freezes, sleeps or stalls mid-task while the service is otherwise up, and only recovers after waiting, a reset, pause/resume, a restart or a nudge from another bot. This does not cover confirmed vendor-wide outages or explicit error messages.", "other": false, "userWeeks": 354, "posts": 365, "agents": [{"id": "grok-bot", "userWeeks": 169}, {"id": "dots", "userWeeks": 51}, {"id": "muse", "userWeeks": 49}, {"id": "hermes-agent", "userWeeks": 34}, {"id": "openclaw", "userWeeks": 31}, {"id": "gemini-spark", "userWeeks": 11}, {"id": "hark", "userWeeks": 3}, {"id": "instinct", "userWeeks": 3}, {"id": "poke", "userWeeks": 3}], "examples": [{"agent": "openclaw", "date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@dillon_mulroy @bot @poteto seconded! love tinkering with openclaw but as stable as i’ve made it, every time i send a message, i'm still half wondering if it's going to respond or not 😂", "link": "https://twitter.com/50336193/status/2111660105502720408"}, {"agent": "hermes-agent", "date": "2026-10-17", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@micachi_net hermes agent sometimes stops moving as if it has a seizure, which is a bit stressful, but it feels enjoyable to nurture it.", "link": "https://twitter.com/798789587564777472/status/2111455635460313290"}, {"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "@NousResearch", "text": "@nousresearch @nvidia @windows @linusgsebastian very cool!\non a side note, the free stepfun model isn't responding", "link": "https://twitter.com/1650139334140391424/status/2111150368910696625"}]}, {"name": "Chronic crashes in self-hosted agent harness", "definition": "A self-hosted agent framework crashes or 'kills itself' so often during normal operation that users spend more time debugging than using it, or move to another tool. This does not cover one-off update failures or outages at a hosted vendor.", "other": false, "userWeeks": 296, "posts": 309, "agents": [{"id": "openclaw", "userWeeks": 200}, {"id": "hermes-agent", "userWeeks": 61}, {"id": "grok-bot", "userWeeks": 15}, {"id": "muse", "userWeeks": 11}, {"id": "gemini-spark", "userWeeks": 7}, {"id": "dots", "userWeeks": 1}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "openclaw", "date": "2026-10-18", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "@connortalksai hermes has been kicking openclaw’s since feb… my openclaw (wanna be agent) shit the bed tonight - for no reason…\nfkn pos☹️…", "link": "https://twitter.com/1896003943244926976/status/2111678850325471733"}, {"agent": "hermes-agent", "date": "2026-10-17", "source": "X", "community": "@NousResearch", "text": "@witcheer @nousresearch will do. i just updated before i saw your post using a mix of hermes and claude. once the desktop and other components need restarting, hermes has a hard time restarting itself after it killed its own run/gateway.", "link": "https://twitter.com/3345674519/status/2111322610915029293"}, {"agent": "openclaw", "date": "2026-10-17", "source": "X", "community": "X search: OpenClaw, openclaw.ai", "text": "i still can't believe how much more stable hermes agent is compared to what openclaw was.\nis anybody still using openclaw?\ni'm 90% muse and 10% hermes and muse is probably gaining a bigger share the more i use it.", "link": "https://twitter.com/5538162/status/2111300924664623460"}]}, {"name": "Hosted agent service-wide outage", "definition": "The vendor's hosted agent is down or unusable for many users at once, for hours or days (e.g. 'is it down?', 'down all day', 'day 4 of it not working'). This covers outages on the vendor's side; it does not cover a single user's agent going quiet while the service is up, or breakage in self-hosted installs.", "other": false, "userWeeks": 280, "posts": 313, "agents": [{"id": "grok-bot", "userWeeks": 86}, {"id": "muse", "userWeeks": 75}, {"id": "hark", "userWeeks": 49}, {"id": "dots", "userWeeks": 22}, {"id": "hermes-agent", "userWeeks": 20}, {"id": "openclaw", "userWeeks": 18}, {"id": "gemini-spark", "userWeeks": 4}, {"id": "instinct", "userWeeks": 4}, {"id": "poke", "userWeeks": 2}], "examples": [{"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs didn't get it due to a hark outage...reach out to me respectfully.", "link": "https://twitter.com/1996823580240498688/status/2111375623256215949"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs @itscuthulhu my card is being held until 12:17. and its saying the system to use card is down. any way to make this right? [link]", "link": "https://twitter.com/1715702222346924032/status/2111307718464024766"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "coming up on nearly 3 hours of failures \nwhat’s the resolution?\n@adcock_brett / @hark_labs [link] [link]", "link": "https://twitter.com/25589754/status/2111287233869439382"}]}, {"name": "Generic, rate-limit and auth errors block use", "definition": "Requests fail with opaque errors such as 429 too many requests, 403, internal error, model idle timeout or 'I can't help you with that right now', sometimes using up quota while failing. This does not cover silent non-responses with no error shown, or failures caused by an update.", "other": false, "userWeeks": 137, "posts": 142, "agents": [{"id": "grok-bot", "userWeeks": 33}, {"id": "muse", "userWeeks": 30}, {"id": "hermes-agent", "userWeeks": 28}, {"id": "hark", "userWeeks": 16}, {"id": "dots", "userWeeks": 15}, {"id": "openclaw", "userWeeks": 8}, {"id": "gemini-spark", "userWeeks": 6}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-18", "source": "X", "community": "@muse", "text": "@muse hi @muse, my beta account can't use llm after reset. every message returns \"sorry, i can't help you with this request right now.\" new chats have the same issue. is this a known backend problem? when will it be fixed? [link]", "link": "https://twitter.com/1829548747757600768/status/2111741358843318311"}, {"agent": "hermes-agent", "date": "2026-10-18", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@witcheer getting [interrupt: no assistant output for this turn] in hermes desktop, sometimes every 2–3 turns. it happens both before a response starts and during a task. i'm using claude haiku 5.5 as my model. i am not sure if it's a hermes issue or a model/api issue.", "link": "https://twitter.com/722076352086552576/status/2111719830512693522"}, {"agent": "dots", "date": "2026-10-17", "source": "YouTube", "community": "【速報】ChatGPTに24時間働くAI「dots」が登場。何が変わったのか完全解説", "text": "i tried using dots, but i get an error saying that i can't start work or develop skills in work, and it's quite troublesome 😢", "link": "https://www.youtube.com/watch?v=IPRpx37Onc8&lc=UgyMMcl7w_ZyE-OSSKx4AaABAg"}]}, {"name": "Connection drops and undelivered messages", "definition": "The client, messaging channel, plugins or remote computer lose their link to the agent, showing 'connection error', 'reconnecting', 'message not delivered', 'bot unavailable' or an unreachable machine. This does not cover cases where the connection holds but the agent itself does not answer.", "other": false, "userWeeks": 135, "posts": 140, "agents": [{"id": "grok-bot", "userWeeks": 47}, {"id": "muse", "userWeeks": 34}, {"id": "dots", "userWeeks": 21}, {"id": "hermes-agent", "userWeeks": 16}, {"id": "openclaw", "userWeeks": 11}, {"id": "gemini-spark", "userWeeks": 3}, {"id": "hark", "userWeeks": 3}], "examples": [{"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@liam_fallen doesn’t work for me ? grok says can’t connect to grok bot ?", "link": "https://twitter.com/2111240562036903936/status/2111262897783685239"}, {"agent": "hermes-agent", "date": "2026-10-16", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "@kaostyl the hermes desktop with remote gateway vps is still too unstable for me.", "link": "https://twitter.com/2243840628/status/2111192376291271134"}, {"agent": "dots", "date": "2026-10-16", "source": "X", "community": "X search: ChatGPT dots, ChatGPT dot, OpenAI dots, OpenAI's dot", "text": "today is when i started seeing call failed for dots on chatgpt.\nis anyone else noticing this?\n#chatgpt #dots #openai \n@openai", "link": "https://twitter.com/2545423392/status/2110917135073792114"}]}, {"name": "Self-hosted agent breaks after update or install", "definition": "An upgrade, update or fresh install of a self-hosted agent leaves it dead: the gateway won't start, ports conflict, the update keeps failing, or leftover state blocks it, and users need manual fixes or give up. This does not cover crashes that happen during normal running with no update involved.", "other": false, "userWeeks": 124, "posts": 128, "agents": [{"id": "openclaw", "userWeeks": 84}, {"id": "hermes-agent", "userWeeks": 29}, {"id": "grok-bot", "userWeeks": 9}, {"id": "dots", "userWeeks": 1}, {"id": "muse", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-18", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "grok bot team,\nif this keeps happening to everyone trying to install a bot from me, or me trying to install another bot from someone else, what is the point of marketplace?\nalso, it worked after 10 attempts. most people try once. \nsincerely,\na bot creator [link]", "link": "https://twitter.com/57834205/status/2111799891559436605"}, {"agent": "hermes-agent", "date": "2026-10-15", "source": "X", "community": "X search: Hermes Agent, hermes-agent, Hermes Desktop", "text": "hermes agent, it has not been able to start after waking from sleep.＼(^o^)／", "link": "https://twitter.com/82571855/status/2110645649133998301"}, {"agent": "openclaw", "date": "2026-10-12", "source": "X", "community": "@openclaw", "text": "@openclaw windows:\n2026.10.2 still has 2 windows bugs from 10.1:\n1. sleep expires the gateway's 60s ownership heartbeat → crash. fix: recheck locks, replace the worker\n2. dropped empty turns break anthropic message order → chats need /new. fix: restore user-turn boundaries", "link": "https://twitter.com/91691051/status/2109775952024924424"}]}, {"name": "No status or support during failures", "definition": "While the agent is failing, the user gets no outage notice, status indicator, ticket reply or honest signal, for example the agent says it will do something and then does nothing, background task status is unknown, or a paid subscriber can't reach support. This does not cover the failure itself when it is communicated properly.", "other": false, "userWeeks": 74, "posts": 81, "agents": [{"id": "grok-bot", "userWeeks": 32}, {"id": "muse", "userWeeks": 16}, {"id": "hark", "userWeeks": 6}, {"id": "hermes-agent", "userWeeks": 6}, {"id": "dots", "userWeeks": 4}, {"id": "instinct", "userWeeks": 4}, {"id": "openclaw", "userWeeks": 4}, {"id": "gemini-spark", "userWeeks": 1}, {"id": "poke", "userWeeks": 1}], "examples": [{"agent": "muse", "date": "2026-10-17", "source": "X", "community": "X search: Muse from Meta, Meta Muse", "text": "elon, my @meta muse ai browser isn't working and i have tons of backed up jobs. can @bot fix this since @finkd doesnt have a way to communicate these issues properly?", "link": "https://twitter.com/1966848249270042624/status/2111509873674358996"}, {"agent": "hark", "date": "2026-10-17", "source": "X", "community": "@hark_labs", "text": "@hark_labs do you at least want to comment as to why it tells us we got free pizza, and once we download gmail the system is suddenly down and we don't have it anymore? [link]", "link": "https://twitter.com/2004702572297510913/status/2111250626110001229"}, {"agent": "gemini-spark", "date": "2026-10-10", "source": "X", "community": "X search: Gemini Spark", "text": "@geminiapp i need support. gemini spark is completely broken and the gemini bug filing is broken and won't take a screenshot. i'm about ready to ditch it and go to claude now that it can write in google drive and docs. [link]", "link": "https://twitter.com/1235608350861045761/status/2108952630034870473"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 92, "posts": 94, "agents": [{"id": "dots", "userWeeks": 26}, {"id": "grok-bot", "userWeeks": 18}, {"id": "muse", "userWeeks": 15}, {"id": "openclaw", "userWeeks": 14}, {"id": "hark", "userWeeks": 9}, {"id": "hermes-agent", "userWeeks": 7}, {"id": "gemini-spark", "userWeeks": 2}, {"id": "instinct", "userWeeks": 1}], "examples": [{"agent": "grok-bot", "date": "2026-10-17", "source": "X", "community": "X search: Grok Bot, Grokbot, x.ai/bot", "text": "@cu30rry_ can’t add them, there’s some sort of bug again… grok bot is very bad in terms of reliability", "link": "https://twitter.com/1830360887229566976/status/2111585333435572650"}, {"agent": "dots", "date": "2026-10-11", "source": "YouTube", "community": "How ChatGPT Dots Can Change Your Life in 4 Minutes", "text": "i was excited like everyone else, but the computer hasn’t worked one single time since i upgraded.", "link": "https://www.youtube.com/watch?v=E3xKmcHBOzY&lc=UgxqspgyumDAyJ3MB4x4AaABAg"}, {"agent": "dots", "date": "2026-10-10", "source": "YouTube", "community": "ChatGPT Dots: ¿qué puede hacer mientras tú no estás?", "text": "@wetsumorillo yes, but i have had failures both in the agents and the work that the dot does on its computer. and not due to lack of quota or credits. it sounds more like saturation problems and resources from openai.", "link": "https://www.youtube.com/watch?v=LuiCBC_Gw6A&lc=Ugzv0gr8CPsbw-ubkuV4AaABAg.AbmS9oh41_5AbmxH1RAH6a"}]}]}}}}