No-Code Agentist
A daily digest of practical AI agent workflows for non-developers. We isolate actionable no-code guides from viral hype. Scored against human-defined standards.
Daily Summary
11 curated | 31 evaluatedGrok Bot emerged as the day's central thread, with detailed guides on connecting X Premium+ subscriptions, new purchasing capabilities via Link, and showing how templates, memory, and long-running jobs work under the hood. Meanwhile, real-world deployment stories illustrated agents handling , SEO optimization cycles, and deep research from primary sources, while practitioners shared lessons on building specialized agent skills and closing the gap between agent capabilities and actual user intake systems.
give this to your grokbot so it can use your https://t.co/8sKNWCWutv subscription, too: SuperGrok Plus + GrokBot — Full Copy-Paste Rundown Give this to anyone using SuperGrok Plus with GrokBot. It covers what the plan unlocks and how to actually use Skills, Connectors, Automations, Grok Build, and Grok Imagine. What SuperGrok Plus is SuperGrok Plus is the $100/month mid-tier on https://t.co/8sKNWCWutv. It includes everything in SuperGrok, plus: Significantly higher shared weekly usage across Chat, Imagine, Voice, and Build 1080p video generation Lightning-fast replies Priority access at peak times Early access to new features Grok Bot (always-on agent teammates with their own cloud computer) Connectors to real apps (Gmail, Drive, GitHub, Canva, etc.) Grok Build (apps, sites, dashboards from a prompt; CLI for coding) Latest frontier models and Expert mode Longer conversations, Voice, and real-time web + X search Grok Bot usage is separate from your Chat / Imagine / Voice / Build pool. Work you hand a Bot does not burn the same weekly allowance as chatting or generating video. Plans page: https://t.co/jiA3ScHuPA Pricing: https://t.co/g8bddDxs5H Capability list (what you can actually do) Chat / reasoning Long, multi-step conversations with the latest model Expert / deeper reasoning modes Real-time web search and X search File upload (PDFs, spreadsheets, docs, images) Memory across conversations where enabled Grok Bot (the teammate layer) Named Bots with a job description Shared always-on cloud computer (browser + desktop + terminal) Sign into tools and work inside the real app, not just draft in chat Multiple Bots in parallel + group chats where Bots coordinate Skills (reusable playbooks) Routines (scheduled or event-triggered jobs) Teach-by-demonstration (“watch me do this once”) Approval gates for send / buy / delete / publish / production changes Desktop app (macOS/Windows) + iOS Work continues in the cloud when your laptop is closed Skills Saved, reusable instructions for how to do a task Invoked with /skill-name or by asking the Bot to use it Shared across Bots (each Bot may need the matching connector) Packaged skills + your private skills under Settings → Plugins Connectors / plugins Link Grok to real accounts: Gmail, Google Calendar, Google Drive, Outlook, OneDrive, SharePoint, Microsoft Teams, Notion, GitHub, Linear, Canva, Salesforce, Box, and more Custom MCP / “bring your own” tools Mention a connector with @ so it is used on that run Read and write where permissions allow (draft email, edit docs, open PRs, create issues) Automations (Grok chat layer) Describe a job once; Grok runs it on a schedule or trigger Schedules: once, daily, weekdays, weekly, monthly, yearly (your timezone) Email triggers (incoming mail matching sender / recipient / subject) Webhook triggers (external POST starts a run) Attach files, skills, connectors, and a mode Each run is a full saved conversation Report back via email, app notification, both, or neither Create from chat or from https://t.co/CELmpypHZF Grok Bot routines (Bot layer) A routine belongs to one Bot Schedule or event trigger (e.g. Slack / GitHub events via Cursor integrations) Up to 50 routines per Bot Test run before enabling Pause / resume / edit / delete Background runs while you are offline Grok Build Describe an app, game, site, or dashboard; Grok builds a working version in chat One-tap publish / share / remix Optional custom domain Apps can call Grok for chat, images, and voice from inside the app CLI coding agent for repos: plan → approve → diffs → subagents Install CLI: curl -fsSL https://t.co/Eg3Ni8Vci4 | bash Headless mode (-p) for scripts Grok Imagine Text-to-image Image edit / image-to-image Image-to-video Text-to-video Native 1080p on Plus Imagine Video 1.5: better motion, physics, audio References: lock a face, product, location, or voice (up to 7 image refs) Character + voice consistency across scenes Available at https://t.co/Z3E5P9Qx7j, in the Grok apps, and often directly in chat Voice Spoken conversations Longer sessions on paid tiers Voice references for Imagine video characters How to use Skills and Connectors with Grok / GrokBot Connectors first (do this before fancy workflows) Open https://t.co/InBXH7tFL8 or Settings → Plugins / Connectors. Click New Connector, pick the service, complete OAuth. Grant only what the Bot needs. Prefer read-first; add write after the workflow is proven. In chat or a Bot, mention the tool with @Gmail, @GitHub, @Canva, etc. Example: Using @Gmail and @Google Drive: find last week’s invoices, extract totals into a sheet in Drive called “August invoices,” and draft (do not send) a summary email to me. Rule: Connectors beat “open the website and click around” when an official connector exists. Use the Bot’s computer/browser only when there is no connector. Skills (turn a good run into a repeatable playbook) A skill should state: When to use it Required inputs and access Sequence of work How to validate the result What to return What requires human approval Create from a finished task: Save the process we just used as a skill called “Weekly account health.” Include the source systems, risk definitions, output format, and the rule that customer contact always requires approval. Invoke later: type / in the desktop composer and pick the skill, or say: Use /Weekly account health on this week’s list. If the skill does not show under /, open Settings → Plugins → Yours and enable it for that Bot. Teach by demonstration (Grok Bot): Open a 1:1 Bot conversation and its computer view. Choose Teach a task. Describe the result you are about to show. Perform the workflow once (up to ~10 minutes; no mic audio). Stop, review the draft skill, add failure rules and approval gates. Test on a safe example before scheduling. Do not type passwords into the demo. Use the secure handoff for credentials. How to use Automations There are two layers. Use the right one. A. Grok Automations (https://t.co/8sKNWCWutv — good for briefs, research, inbox flags) Go to https://t.co/CELmpypHZF or ask in chat: “Create an automation that checks pricing news every weekday at 8:00 AM and flags anything that mentions our competitors.” Write instructions like a normal prompt. Attach files. @ connectors. Attach skills. Choose trigger: Schedule (time + timezone) Email (sender / recipient / subject filters) — included with SuperGrok and up Webhook (external system POSTs to start a run) Choose how it reports: email, notification, both, or silent. Hit Run now once. Read the full thread. Then enable. Every run is a fresh conversation with current data. Open any run and continue the thread if you want to steer it. B. Grok Bot routines (good for jobs that live in real tools) Ask the Bot that should own the job: Every weekday at 8:00 AM Eastern, run the Daily customer-risk skill against the current account list. Post a linked watch list in this conversation. Do not contact customers. If the source data is unavailable, report the failure instead of using old data. Confirm: owning Bot, schedule + timezone, input source, expected output, approval boundary, missing-data behavior. Then Test run. A test run does real work. Keep writes behind approval until it is trustworthy. Manage routines from the Bot → conversation details → Routines (enable, pause, test, edit, history, delete). Deleting a routine is immediate. Trust rules that actually matter Automate preparation first (draft, reconcile, recommend). Require approval for send, purchase, delete, publish, or production changes. Define a no-data / stale-data policy. Keep event listeners narrow (“#customer-escalations contains ‘needs repro’”), never “every new message.” Re-test after a site, connector, or source format changes. How to build most effectively with Grok Use this order. Most people skip 1–3 and waste usage. 1. Name the outcome, sources, constraints, and deliverable A strong first message looks like: Outcome: a working landing page that captures emails. Sources: this brand PDF and our existing site. Constraints: no paid fonts, mobile-first, do not publish until I say so. Deliverable: preview link + the copy in a doc. 2. Connect the real systems If the job needs email, files, code, or design, connect those first. Then @ them. Do not paste 40 pages of context if Drive or GitHub already has it. 3. Do the job once in a Bot or chat until it is correct Correct the tone, format, and edge cases on a live example. This is cheaper than automating a bad process. 4. Skillify it Save this as a skill called “Launch-page v1.” Include brand voice, section order, CTA rules, and “never publish without approval.” 5. Only then schedule it Routine or Automation. Test run. Then unattended. 6. For software / apps Simple product or demo: describe it in Grok Build in chat and iterate live. Real repo work: Grok Build CLI, plan mode first, approve the plan, then let it execute diffs. Split large work across Bots or subagents with non-overlapping ownership. Put conventions in AGENTS.md so Build picks up your rules. Publish when ready; remix if others should fork it. 7. Run a small team of Bots, not one god-Bot Pattern that works: One “chief of staff” Bot that assigns and reports Specialist Bots: inbox, research, design/Imagine, engineering, ops Group chat for shared projects Each specialist owns its own skills + connectors 8. Protect usage Plus has a large shared weekly pool across Chat, Imagine, Voice, and Build. Bots have a separate pool, but sloppy loops still waste it. Narrow triggers Draft-then-approve for writes Don’t regenerate 1080p video until the still image is right Pause routines when you will be away How to use Grok Imagine Where: https://t.co/Z3E5P9Qx7j or the Imagine tab in the Grok / X apps. You can also ask for images and video in normal chat. Plus-specific: native 1080p video. Higher weekly Imagine quota than SuperGrok. Image + voice references rolled to Plus first. Image workflow Write a specific prompt: subject, body/wardrobe, setting, time of day, camera, lens feel, lighting, mood. Generate a batch. Pick the strongest still. Edit with a follow-up (“same framing, warmer light, remove the extra person”) instead of starting over. Save the winning prompt. Reuse it as a skill if you generate the same style often. Video workflow (most effective order) Lock the still first. Do not animate a weak frame. Add a motion prompt: camera move, subject action, duration feel, what stays still. Use references when identity must hold: Character image Scene / product / location image Voice clip for talking characters Up to 7 image references; keep the character and swap only the action when you want consistency Generate at 720p while iterating. Switch to 1080p for finals only. Text-to-video if you have no still; image-to-video if you already like the frame. Prompt pattern that works [Subject + distinctive details] [Wardrobe / props] [Location + time + weather] [Shot: wide / medium / close, camera height, movement] [Lighting] [Motion for video: what moves, what does not, pace] [Style: photoreal / cinematic ad / etc.] [Constraints: keep face identical to reference 1, no extra people] Imagine + Bot / Automations A content Bot can generate stills, pick one, animate, and drop files into Drive or Canva via connectors. Do not put unattended 1080p batches on a tight loop. Generate, review, then upscale/finalize. Save a “brand visual system” skill: color, crop, end-card rules, forbidden looks. Suggested first week setup for a new GrokBot user Download Grok Bot desktop + iOS. Sign in with the SuperGrok Plus account. Create one Bot with a single job (not “do everything”). Connect only the 2–3 apps that job needs. Run one real task end to end. Correct it. Save that as a skill. Test-run a routine or https://t.co/8sKNWCWutv automation. Add a second specialist Bot only after the first one is trusted. Open Imagine separately and lock one visual style before you automate content. Official starting points: Grok Bot intro: https://t.co/k0EKDUjPzP Bot get-started: https://t.co/QdoCGcyTKt Skills & routines: https://t.co/gPEd9XFZdw Automations: https://t.co/tB1rAbwd2Z and https://t.co/CELmpypHZF Connectors: https://t.co/InBXH7tFL8 and https://t.co/5b8AxATP4a Imagine Video 1.5: https://t.co/GpP4bWthJs Build on web/mobile: https://t.co/CEYzLCMhPO
GROK BOT HOW TO USE WHAT NEW TODAY - Folder now 755 posts (15 new since Aug 28) - Official bot: Grok Bot can now buy things on the internet — connect Link, send your Bot shopping, and it can complete purchases on your behalf https://t.co/0B38CfRtr6 - Official Link (link): Grok Bot can now make purchases for you with Link https://t.co/qWH75s5JAn - Elon (elonmusk): Grok Bot works with Link https://t.co/URjhbhrEVl - Elon (elonmusk): Share your Grok Bot with others! https://t.co/4MvdBUKt4D - Testers (testerlabor): you can link your X Premium+ subscription to Grok Bot https://t.co/nHvHKWioZz - Testers quoting SpaceXAI (cb_doge): NASA astronaut Anil Menon talking about bot from the ISS https://t.co/r6nC9el4ZL - Testers (TeslaNewswire): Grok Bot may arrive on Tesla vehicles, teased by a SpaceXAI employee https://t.co/hszQkrIS3I - Testers (XFreeze): video-editor Bot — give it footage; it handles clips, cuts, sound, titles, pacing https://t.co/v4hmarYeHx - Testers (ChuckCook): Grok Bot controlling Home Assistant + n8n on a local machine (workflows, webhooks, Pushover) https://t.co/Q2hC4sbsa3 - Testers (minchoi): Grok Bot as a one-person company in your pocket — people making money, running companies, booking appointments https://t.co/PlUGsvHxoR - Testers (aaronburnett): 15 days of usage; day Grok 4.6 landed in Grok Bot it took over (~Opus 5 was ~50% before) https://t.co/VXfoqzBRb5 WHAT IT IS - A Bot is a named, persistent teammate, not a one-off chat - You message it like a coworker and it finishes work in real apps - All of your Bots share one cloud computer (browser, files, terminal) - Each Bot has its own screen on that shared computer - Work keeps going when your laptop or the app is closed - It only comes back when it needs approval or a human step - Do not confuse Grok Bot with Digital Optimus (real-time video human emulation) - Testers (joehansen): do not confuse Grok Bot with an X Chat Agent (an X account you add to a group chat). Grok Bot is the machine that does the work ACCESS AND INSTALL - Official bot (Aug 26): All SuperGrok and Cursor Pro subscribers now have access - Testers quoting SpaceXAI (cb_doge): SuperGrok, SuperGrok Plus, SuperGrok Heavy, Cursor Pro, Cursor Pro+, Cursor Ultra, Cursor Teams Standard and Premium - Cursor CEO Michael Truell: everyone with a standard Grok or Cursor subscription - Testers: included at no extra cost with those plans; circulating plan prices $20/month Cursor Pro and $25/month SuperGrok (nextbigfuture) - Official bot + Elon: weekly / free usage limits reset for all Grok Bot users - Sign in with your Cursor account (that account owns plan and usage) - Official desktop download: https://t.co/tHvaZ7icnr - Also listed at https://t.co/bfJPYFHLZz - Official desktop is macOS and Windows (Apple silicon or Intel; Windows x64 or Arm64) - Official docs say Linux desktop is not currently available - iPhone: iOS 18+, App Store app "Grok Bot" - Official docs still say iPad and Android are not supported yet for actual use - Grok Bot team (poteto, Aug 27): Android app almost ready; pre-register on Google Play https://t.co/o7XKDJuWcv - Testers quoting SpaceXAI (cb_doge): Android app available for pre-registration on Google Play - SuperGrok Heavy users can choose Get access with SuperGrok Heavy, then Link Grok Account - Linking SuperGrok Heavy can unlock free Cursor Ultra (one Grok account to one Cursor account) - Legacy Privacy Mode blocks Grok Bot; switch to a supported Cursor data setting first - Grok Bot checks for updates automatically; Check for Updates is in Settings → Beta - Bookmark testers: iPad may be coming soon; official docs still say iPad is not supported yet SIGN IN - Desktop: Get started, then Sign In with Cursor in the browser - iOS: Login with Cursor, finish in the browser, return to the app - Official: Cmd-D turns on voice dictation - Official: it is easier to use the remote computer from your phone - Use the same Cursor account that should own usage - First-run tour asks which tools you use; that only shapes teammate suggestions - Computer setup runs in the background, then Meet a future teammate opens CREATE A BOT - New in the sidebar, or Cmd/Ctrl+N - In New chat, choose Create new agent - Edit Profile: name, title, description, avatar - Give a short name, one primary job, and how it should work - Description = standing rules (never send without approval) - Chat messages = this-task instructions (draft follow-ups for these 12 accounts) - Focused Bots beat one catch-all General Helper - Bookmark testers: start with about six roles; give each Bot recurring work - Pin important Bots; hide unused ones (hiding does not pause routines) - Bookmark testers: resize the sidebar, give titles, and group Bots into sections - Duplicate a Bot to reuse a role for a new scope (copy does not include memory or history) - Delete only if you are sure; files and logins on the shared computer stay - Account limit: 50 Bots and group chats combined - Name language can steer reply language (bookmark testers reported this) - Bookmark testers: no model picker yet; testers still list voice mode, BYOK, multiplayer, hang-error messages, and a real iPad app as missing HOW TO WRITE A TASK - Outcome: what should be finished - Sources: which apps, sites, files, or chats matter - Constraints: what it must not do, or must ask first - Deliverable: what it should return - Review point: when it should stop for you - Safe first task: attach a file and ask for a cited summary; do not change the file - Next task: one real tool, read-only, with a sign-in handoff if needed - After a good result, name the lasting format preference in chat - Then save it as a skill or routine - Official bot examples: email cleanup, Starlink-likely flights, build a site then buy the domain and deploy, meeting notes, sales prospecting, refunds, podcast audio digest - Testers: paste a viral video link and ask the Bot to recreate it - Testers: start from an org chart or make one Bot the boss of a repo, not a long to-do list - Testers: one clear job, explicit allowed sources, no-guessing rule, approval gate before any real action - Testers: 5 calibrations — confidence threshold, checkpoint long tasks, show negative examples, gate destructive actions separately, test edge cases first - Testers: one Bot, one job — two jobs claimed worse at both; put recurring work on a schedule - Testers quoting claimed SpaceXAI employee: version prompts and tool configs like code; scratchpad separate from the user-facing answer; retry with a different strategy; measure cost per successful outcome; review failure logs on a schedule - Testers (mvanhorn): Compound Engineering — force a plan first; three-layer instructions (base, role, current focus); screenshot instead of retyping what's on screen; ping only on a real hit - Testers (AlexFinn): anything you are about to do on your computer, ask Grok Bot first - Testers (AlexFinn): example week — Reddit microSaaS, 3D digital office to watch Bots, Omarchy setup, product returns, daily AI news post, Cursor cloud-agent bug fixes, X model-release watch, brand-deal negotiation, contract redlines AGENT COMPUTER AND LOGINS - Open Agent Computer from the conversation to watch the desktop - Take over for password, passkey, 2FA, CAPTCHA, payment, or human-only pages - Complete only the blocked step, then return control - Never paste passwords or one-time codes into chat - Use a secure secret request when the app offers one - Browser sessions persist and are shared across all your Bots - Prefer a connector/plugin when one exists; use the browser when it does not - Keep durable files on the shared computer with clear project folders - Settings → Beta: Update Agent Computer (preserve state), Recover, or Reset (can lose recent work) - The cloud computer is not your Mac or Windows machine - Local-computer execution is separate: Settings → General → Agent → Execution on Local Computer - Default local policy is Ask every time; use Never allowed unless you need local files - Bookmark testers: give a Bot full local Mac/iMessage access only on a spare machine - Testers: local Mac access can write local Python scripts on your Mac - Testers (Av1dlive / mvanhorn): Claude Code, Codex, and Cursor claimed runnable on the Bot's own computer - Testers (XFreeze): take over that same cloud computer from your phone without being at the laptop - Testers (AlexFinn): a 3D digital office on a second monitor to watch Bots work PLUGINS AND CONNECTORS - Settings → Plugins, then Add, then authenticate in the browser - Type at-sign to attach a connector; type slash to reference a saved skill - Installed connectors are account-wide, not isolated to one Bot - Official: you can connect multiple accounts to the same plugin - Official bot (Aug 26): SuperGrok and Cursor Pro now included; weekly limits reset. Testers quoting SpaceXAI: also Plus/Heavy/Pro+/Ultra/Teams - Testers: give a Bot its own email address so it can send and receive on its own - Testers (mvanhorn): give a Bot its own inbox, not your Gmail (one mistake should not flag your domain); Twilio number so a Bot can make calls - Testers: app v0.23.0 adds creating new channels - Bookmark testers: Grok Bot can now connect to X - Follow the Connect card when a Bot asks for a plugin - Bookmark testers: X connector may need a paid X API key - Bookmark testers: image generation works; testers now also claim video editing (music sync). Video generation still unconfirmed. Testers (XFreeze): dedicated video-editor Bot for footage → clips/cuts/sound/titles - Bookmark testers: Grok Bot can now read your X bookmarks - Testers: Higgsfield x Grok Bot; 100 free credits for new users - Testers: send a YouTube link with start/end timestamps and get an HD clip in chat (Google login claimed) - Testers: give a Bot Grok Build + Cursor CLI so weekly limits can be spread across Cursor and Grok SKILLS AND ROUTINES - Skill = reusable how-to (steps, rules, output, approval boundary) - Routine = when to run that work (schedule or event) - Do the task once, make it reliable, save a skill, then automate - Teach a task: open computer view, choose Teach a task, demo up to 10 minutes, review the draft skill - Teaching records the screen, not microphone audio; do not expose secrets while teaching - If Teach a task is missing, ask the Bot to write a skill from the completed work - Create a routine on the Bot that should own the job - Confirm owner, schedule, time zone, input, result, approval, and missing-data behavior - Event triggers (Slack, GitHub) are separate from plugins and need their own connection - Keep event matchers narrow; avoid every new message - Test run does real work; use safe inputs - Testers quoting docs: Test can send real emails to real clients; Stop is a brake, not a rewind - View conversation details → Routines to pause, edit, inspect, or delete - A Bot can own 50 routines; last 20 run records are kept - Deleting a routine has no undo - Testers quoting docs: delete a Bot and every routine on it dies; no undo - Long absence can pause unattended routines until you confirm - Bookmark testers: Teach a task from + in the browser, record yourself, then let the Bot replay it - Testers: skills taught to one bot claimed available across the account team on the same computer - Testers: shareable templates claimed coming — package a Bot, share link, one-click add - Testers: a reusable-skills source claimed (BrianRoemmele) - Testers quoting Grok Bot team (0xMorlex): keep recurring routines off the main agent's context - Testers (mvanhorn): Teach by recording and respect the 10-minute cap MULTI BOT TEAMS - Start with one Bot that owns an end-to-end outcome - Add a specialist only when the role is stable - Use a group chat when the handoff itself should be visible - Bots can message each other and pass ownership - Do not treat separate Bots as a security boundary (they share the computer) - Keep sending, buying, deleting, publishing, and production changes behind approval - Bookmark testers: a Bot may create other Bots before it can delete them - Bookmark testers: tell a hub Bot to loop a specialist every few minutes and watch it - Testers: put Bots in one group chat, appoint a Chief of Staff, and stop being the router - Testers: isolate each Bot's job and add a supervisor; a crew without that can perform worse - Testers: night-shift crews (chief, scout, forge, critic, ship, ledger) share one computer; human gate for merge, production, spend, send, delete - Testers: one group chat per job/post, not per Bot; you only message the Chief of Staff - Testers: show the workflow once on screen rather than writing a long spec - Testers: add a RED TEAM Bot whose job is to disprove the thesis; no single source closes a claim - Testers quoting Grok Bot team (0xMorlex): specialist roles (designer/engineer/PM); organize projects without a new Bot for everything; a Chief of Agents that creates and manages the rest - Testers (mvanhorn): Bot Advisor whose only job is building and tightening other Bots; files are the memory bus between Bots IOS - Same Bots, chats, routines, plugins, and cloud computer as desktop - Send text, dictate, attach photos/files, mention Bots, reply in threads - Take over the computer for login/2FA from the phone - You can pause or resume a routine on iOS - Editing schedule, run history, test, delete, and teach-by-demo still need desktop - Enable notifications for results, questions, and approvals - Testers: phone notification shows the proposed action; approve or deny - Testers (XFreeze): you can operate and take over the Bot's computer from your phone as long as it has internet - Grok Bot team (poteto): Android app in Google Play pre-registration, not shipping yet. Official docs still say Android is not supported APPROVALS AND SAFETY - Put the stop line in the request: draft, do not send; ask after showing current vs proposed - Desktop: Allow once, Deny, or Always allow a matching rule - iPhone: Approve once or Deny - Auto Review: Settings → General → Auto-review - Require Approval beats Always Allow when both match - Write narrow rules, not allow everything in the browser - Do not approve an action you cannot identify - Connect only the tools the workflow needs - Start read-only; keep spend, send, publish, delete, and production behind approval - Sign out and revoke connectors when access should end - Deleting a Bot does not wipe shared files or browser sessions - Bookmark testers: delay standing inbox/CRM access until you trust the beta - Bookmark testers: one person burned a 7-day quota in about 8 hours - Bookmark testers: SuperGrok may offer one-off usage resets in settings; use before they expire - Testers: gate destructive actions (delete, overwrite, irreversible send) as their own confirmation, not lumped with routine tool use - Testers quoting docs: Test run does real work; Stop does not unsend - Testers quoting Elon (cb_doge): connecting a Bot to a bank account; Elon said any loss from a bot mistake would be covered. Still keep spend behind approval - Official bot Link shopping: keep purchases behind approval even though the Bot can complete them on your behalf - Testers (mvanhorn): unsupervised crews claimed to multiply their own errors ~17x; draft-then-approve anything that sends; most Bots that don't own an outcome fail FIRST BOTS WORTH CREATING - Inbox manager for email and Slack triage - Calendar and reservation Bot - Research and daily brief Bot - Coding Bot that can launch Cursor cloud agents - Chief-of-staff hub that routes work to specialists - Personal errands Bot (tickets, food, travel, forms) - Content Bot that drafts in your voice for approval - Chief-of-staff that researches you, organizes the other Bots, and can turn the digest into a morning podcast - Testers (mvanhorn): Bot Advisor; own-inbox Bot; a call Bot with its own number - Testers (techdevnotes): default Bots circulating — Night Shift (overnight digest), Inbox Triage, Chief of Staff, Negotiator, Prototyper, Researcher, Shopper, Apartment Scout, Lookout, Competitor Watcher - Testers (techdevnotes): also tool-specific sales/ops/dev roles (CRM scribe, pipeline scout, ticket triager, QA, dashboard watcher) - Official bot + Link: Shopper Bot can now complete online purchases once Link is connected (keep approval on) - Testers (minchoi): one-person-company setups — money, appointments, running ops from the phone OFFICIAL LINKS - Overview: https://t.co/9mNf9wYB2Z - Get started: https://t.co/rQcegaIoXt - Create Bots: https://t.co/PSwBI5rKOF - Skills and routines: https://t.co/mWpdmvfrJe - Computer and apps: https://t.co/9cF9X2yclW - Approvals and privacy: https://t.co/7vJXP85Xjd - iOS: https://t.co/s8KDfkyMTy - Cursor getting started: https://t.co/7mTr5JItza - SuperGrok Heavy link: https://t.co/suly1Xv6DP - Launch post: https://t.co/SHbPpOL9if - Download: https://t.co/tHvaZ7icnr
A Grok Bot looks like a chat. On disk, it is a long-running job with instructions, memory, routines, and access to a shared computer. I mapped what travels in a template and what stays behind. @xai @bot https://t.co/87MRfPEi5b
A trucking company owner trained Grok's AI agent for 8 days. He says he's now bored at work because the AI does most of his day. Running inside his actual business right now. What the agent does: → Sits in Outlook, reads emails, and follows up on VIP customers automatically. → Logs into dispatch software, creates loads, assigns drivers, enters rates. → Pulls delivery paperwork from email, renames it, drops it in the right folder. → Builds a missing-paperwork list every morning from unbilled loads. → Monitors the load board and alerts him when high-paying loads appear. → Builds invoices automatically when the right form comes in. → Tracks fleet permits and alerts before they expire. → Does weekly driver payroll miles, drop and hook, percentage vs salary. → Checks escort invoices against loads and enters pricing. → Generates a daily operations chart showing where every truck is His words: "I'm usually slammed all day. Now I have too much free time." This isn't a tech founder. It's a small business owner who taught an AI his workflows in 8 days. No code. This is what real AI adoption looks like.
I built an agent skill that helps your agent do deep research from primary sources, not only from search results. Here is how it works. #AIAgents #DeepResearch #AgentSkills https://t.co/bgNu4sPMz9
I stopped using ChatGPT just to write SEO content. Now Codex: → reads the search data → finds the highest-leverage page → prepares the change → opens a PR → waits for approval → measures the result I documented the exact system + prompt ↓ https://t.co/U99vpnNqq6
ClaudeForce: "you will never need to login to Salesforce again" https://t.co/47V29Z6b0k
Google Workspace is a full automation stack. You've probably never looked at it as one. Most businesses are sitting on a fully functional automation platform and don't know it. Google Workspace can run automated agents, parse documents, generate AI-drafted communications, manage multi-step workflows, and surface live business signals to a real-time dashboard. No new software. No extra subscriptions. No developers needed. The barrier certainly isn't tech capability. I did not have any. All you need is process depth and well an AI model to tell you what to do. I'm going to share my learnings, show you exactly what's possible — what you can build, how the pieces come together, and how the same patterns apply to almost any business process you can imagine. Here's what "we'll handle it manually" actually costs you. Someone exports data. Pastes it somewhere else. Formats it. Emails it. Someone else reads it two days later and acts on numbers that are already stale. An exception gets missed. A deadline slips. A payment goes out wrong. Meanwhile nothing talks to anything else, your sharpest people are doing data entry, and every report is a one-off effort that disappears the moment it's sent. This is not a people problem. Your people are capable. It's an infrastructure problem — and the infrastructure you need is probably already sitting in your Google account, unused and underestimated. The cost of fixing this is lower than you think. The cost of not fixing it compounds every week. USE CASE: FINANCIAL OPERATIONS Any business that manages payouts, splits, or settlements across multiple parties knows the pain. Rate grids. Calculations. Deductions. Reconciliation. Statements. Disputes. The whole cycle done manually, every month, by someone who has better things to do. We automated the entire cycle inside Google Workspace. Source data is loaded once and reused every cycle. Calculations run across the full dataset in a single trigger. Statutory adjustments are applied automatically — no manual formulas, no lookup errors. Statements and payment documents are generated and dispatched on schedule. Incoming documents are parsed directly from PDF and reconciled against your own numbers. Every exception is surfaced. Human approval happens before anything goes out. The operator interface is a spreadsheet and a button. The person running it doesn't need to understand what's happening underneath — they just need to know what to approve. The complexity lives in the engine. The interface stays simple. That's the point. If your team manages any kind of multi-party financial settlement — commissions, referral fees, revenue splits, partner payouts — this pattern works for you. The domain changes. The architecture doesn't. USE CASE: BUSINESS INTELLIGENCE What if your business briefed you every morning — without anyone preparing it? We built that. Multiple AI agents running inside Google Workspace, each watching a different part of the operation simultaneously. Infrastructure costs. Vendor invoices. Team activity. Revenue pipeline. People and capacity. Each agent reads its data source, sends it to an AI model for interpretation, and writes a structured signal — OK, WARNING, or CRITICAL — to a central dashboard. Colour coded. One-click drill-down into the detail. The whole thing runs on a schedule. Nobody triggers it. Nobody compiles it. Nobody formats it. Drop a vendor invoice into a Drive folder and it's parsed and processed automatically. Update a row in a sheet and the dashboard reflects it in real time. Every Monday morning the infrastructure cost report runs without anyone asking it to. Adding a new area to monitor means updating a row in a spreadsheet. Not writing code. Not calling a developer. Any organisation with more than a few moving parts is flying partially blind without something like this. The data exists. It just isn't connected, interpreted, or surfaced in time to act on it. This is what connected operations looks like — built entirely inside tools you already have. THE STACK Google Sheets is the data layer, the configuration store, and the operator interface. Everything the business needs to see or control lives in a sheet. No proprietary UI. No training required. Google Drive handles document ingestion, file-based triggers, and storage. Drop a file in a folder — the system picks it up, processes it, and moves on. Gmail handles automated communications — drafted by AI, reviewed by a human, dispatched on schedule. Nothing goes out unreviewed. Everything that should go automatically does. Apps Script is the engine. It runs the logic, connects every component, calls external APIs, and executes on triggers — time-based, file-based, or manual. This is where the intelligence lives. Claude AI handles interpretation, narration, classification, and draft generation. It reads structured data and turns it into signals, summaries, and communications that a human can act on immediately. One Google account. One API key. Nothing else installed. Nothing else subscribed to. The insight isn't any individual tool — it's knowing how to wire them together so they behave as one coherent system rather than a collection of disconnected apps. We've built these systems across financial operations, business intelligence, compliance monitoring, people management, and full operational command centres. The architecture is the same. The pattern is repeatable. The domain is wherever your manual work lives. Reach out if you want to know more — happy to share my learnings.
The gap most people never close is the one between someone being interested and your system actually receiving them, for example: an agent sitting ready to handle leads for weeks....with no front door built for those leads to walk through. This is Day 48 of 60 where we learn all the aspects of building with AI right from the foundation. The topic of concern is "Building on Specialized AI Agents" Describe a working app in one sentence and watching it get built, the first prompt that saves you a dozen follow-ups, steering it like a designer instead of a builder, why seeing the real code means you're never locked in, plus connecting the app to your Make agent so the front door and the machine behind it become one flow Best part? Its free https://t.co/ultsxpOcih
LinkedIn in 2022 you needed System Design and CI/CD to get hired. In 2026 you need to know how agents actually FAIL — because that's where the real work is. I run a multi-agent automation stack for my early-stage store. Last week one of my agents silently dropped a task. No error. No retry. Just... gone. Took me two hours to find it. Here's what I learned the hard way: -> Every agent node needs an explicit dead-letter queue — don't assume your orchestration layer catches silent failures -> Log the INPUT and OUTPUT of every step, not just errors. Silent drops are invisible otherwise -> Add a simple heartbeat check: if a node hasn't fired in X minutes, alert. Boring? Yes. Effective? Absolutely The shift from "write good code" to "build systems that fail gracefully" is real. Agents don't throw tantrums loudly. They just quietly stop doing the thing you needed. Avionics taught me that redundancy isn't paranoia — it's architecture. I'm applying the same thinking to AI automation now. If you're building agents: what's your current strategy for catching silent failures before they cost you? #AIAutomation #AIAgents #IndieMaker #Solopreneur #AIStartup #BuildInPublic #Automation 100+ AI prompts & 20 automation workflows. The AgentOps Playbook: https://t.co/TBA4zjgq02