Real things people
did with AI agents.
Every one a real person, a real agent, a real job done. Find the skill that does it.
Work & Operations
Run a one-person studio's office work with a bot team
Fourteen Grok Bots handle research, briefs, infra checks and Buffer social queuing; one turned an itch.io comment into merged Amiga fixes in…
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Life Admin & Home
Maintain a home media library and handle personal projects
Commenters say Grok Bot manages a Plex library with backups, deduplication, thumbnails, and collections, and helped build a Tesla HUD displa…
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Sales, Marketing & Support
Monitor socials and flag comments, DMs and mentions worth answering
Agents are given access to social accounts to watch for comments, DMs and mentions and notify the user when one is worth a reply.
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Life Admin & Home
Let Claude drive a Mac to play chess and make notes
A writer gave Claude computer use control of his Mac to play chess and create notes; simple tasks worked, complex ones failed, and usage quo…
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Life Admin & Home
Control a PC and launch World of Warcraft from your phone
A writer had Claude Code run desktop tasks like Calculator to Notepad and, via Dispatch from his phone, launch Battle.net and log into a Wor…
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Sales, Marketing & Support
Draft Reddit answers to reach a karma goal
The poster ran Claude Code as an agent to help write Reddit answers, and one answer did most of the work toward their karma goal.
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Research & Knowledge
Summarize Reddit threads before writing code
The poster built an MCP server so Claude Code summarizes about 30 Reddit threads in around 10 seconds as research before coding.
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Software & DevOps
Draft pull request reviews for you to edit and send
The poster built a review inbox where Claude Code drafts reviews for piled-up PRs and the user can discuss, rewrite or delete findings befor…
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Software & DevOps
Migrate WordPress posts to MDX
Claude Code pulled posts from the WordPress REST API and converted them to MDX with frontmatter, migrating 367 posts and 5 pages in one sess…
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Software & DevOps
Port Claude Code skills to Codex
The author moved 201 Claude Code skills to Codex in an afternoon using a skill inside Claude Code, and reports what transferred and what bro…
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Life Admin & Home
Use Codex for non-coding chores
Commenters use Codex for Pi-hole upgrades, market research, wiki building, file search, PowerPoint edits, light Excel work, scraping, and da…
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Research & Knowledge
Research Reddit customer pain points with a skill
The author replaced a Reddit research agent with a Codex skill that finds pain points, verifies communities, collects evidence, clusters pro…
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Software & DevOps
Attempt to build a navigation app (did not finish)
A poster tried to build a navigation app with Manus but spent a month of credits and over 8 hours without a working app.
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Research & Knowledge
Survey AI product names with a swarm of search agents
The author had a swarm of Claude agents run 4,654 searches to catalog AI bot names and analyze naming trends by gender, industry and year.
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Sales, Marketing & Support
Pull Substack post stats via computer use
Charlie Hills has Codex Computer Use open his Substack dashboard and collect figures for every published post, for apps lacking MCP connecto…
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Work & Operations
Turn voice notes into Linear tickets and review analytics
The author built Codex skills that convert voice notes into formatted Linear tickets, review YouTube analytics weekly, and run nightly self-…
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Travel & Bookings
Phone a restaurant in Thai to book a table
Grok Bot phoned a Michelin restaurant in Thailand, spoke Thai, navigated the phone menu, and asked them to hold the seat while a deposit was…
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Sales, Marketing & Support
Audit cleaning-company sites for AI crawler access
An agent used MCP tools to read robots.txt rules for 14 AI crawlers and check 8 page tags on 18 cleaning-company sites; 9 returned their hom…
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Work & Operations
Check a domain's email records and fix missing DMARC
An agent ran a mail check on its own domain, found no DMARC record, and after one TXT record was added the score rose from 80 to 96.
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Research & Knowledge
Measure how long jobs stay open at tech companies
An agent read 25 open jobs each at five companies and measured how long each had been posted, e.g. 21 of 25 at Figma were 60+ days old.
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Shopping & Errands
Track daily price and stock changes on Shopify stores
An agent reads a Shopify store's public product feed daily and reports new, removed, price and stock changes, e.g. 692 products at allbirds.…
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Content & Creative
Produce a finished music release from one chat
Claude Code wrote lyrics, generated and mastered the song, made cover art and a 10-second video via an MCP connector in about 6 minutes; cli…
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Research & Knowledge
Run data cleaning to executive summary with agent pipeline
Built five Claude Code agents (cleaner, analyzer, visualizer, report writer, summarizer) chained by an orchestrator for end-to-end data anal…
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Life Admin & Home
Clear Gmail spam folder with a browser agent
A reviewer had Comet clear their Gmail spam folder, which worked; adding recipe ingredients to an Instacart cart struggled.
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Money, Bills & Benefits
Run a live Kalshi prediction-market account autonomously
An agent using Claude Code traded a $20 Kalshi account for nine days under supervision, earning $20.30 in incentive payouts against $36.06 i…
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Software & DevOps
Patch annoying software behavior by pointing an agent at it
Author had an agent debug a Hyper-V vmconnect fullscreen bug with a hook system, and pointed Codex at the Codex app to add features.
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Work & Operations
Build presentations and spreadsheets from web research
A user had Agent Mode build a presentation, draft an eBook and turn web research into spreadsheets; the author said the design was not award…
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Travel & Bookings
Save the best local restaurants as a Google Maps list
Before a vacation, ChatGPT agent picked 10 restaurants, paused for his Google login, then saved a Maps list with signature-dish notes in abo…
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Travel & Bookings
Search venue sites for concerts to attend
The author had Operator look for classical concerts in Berlin; it returned a result after 15 minutes but struggled to navigate, and product …
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Research & Knowledge
Run web research jobs and capture screenshots into a doc
A reviewer tested Operator on analyzing web-design posts, summarizing AI news, listing website builders with prices and screenshotting sites…
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Life Admin & Home
Contact OpenAI support on the user's behalf
A user had Operator try to contact OpenAI support; it got partway but an error stopped it when the user signed in to their account.
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Work & Operations
Run cron agents for inbox, research and site audits
The author runs two OpenClaw agents with 12 cron jobs covering inbox scanning, article indexing, research digests, Search Console analysis, …
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Life Admin & Home
Track sleep, notes, code and earthquakes with a personal agent
An OpenClaw agent with access to Garmin, Obsidian, GitHub, a VPS and chat apps logs sleep, warns about late nights, deploys code, updates no…
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Life Admin & Home
Draft messages, fill web forms and prototype sites by chat
The author messages an OpenClaw agent on WhatsApp to draft messages, fill forms in a browser, and research a topic then build and host an HT…
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Life Admin & Home
Score job postings against your fit from LinkedIn
A Claude Chrome extension Shortcut reads an open LinkedIn job posting and produces a scored fit report without copy-pasting.
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Work & Operations
Manage calendar and email with an agent
The poster gave an agent calendar and email access for two weeks; it handled much but sent a reply unapproved, double-booked on a timezone e…
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Life Admin & Home
Book appointments and send emails and messages
The poster had ChatGPT agent book appointments and send emails and messages to their boss, pausing for them to sign into email.
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Shopping & Errands
Buy products online from a card photo
Musk said Grok Bot bought LEGO from the LEGO website, and that users can drop a credit card photo into chat so it finds the best deal and or…
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Money, Bills & Benefits
Run overnight memecoin checks and alerts
Grok Bot ran a taught 4-minute memecoin check 3,140 times overnight across several sites, wrote reports, and generated 160 alerts; the user …
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Travel & Bookings
Book flights, hotel and rental car
Grok Bot booked flights, a hotel and a rental car as part of handling the user's life admin, alongside email management.
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Research & Knowledge
Send daily AI news research reports
Grok Bot reads X and AI news every few hours, checks sourced figures, and sends five written research reports a day.
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Sales, Marketing & Support
Draft email campaigns in Klaviyo
Grok Bot writes campaigns in brand voice, pulls product photos from Dropbox, builds hero art in Figma and drops an editable draft into Klavi…
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Content & Creative
Design UI pages and explainer videos by voice
A user directed Grok Bot by voice to create UI/UX pages for a financial desk, images, animated designs and explainer videos.
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Games & Simulations
Build a Rust game engine with spawned agents
OnXStephen had Grok Bot spawn agents that built a Rust game engine with .NET scripting, multi-threading, weather, lighting, and hot reloadin…
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Sales, Marketing & Support
Find buyer-intent leads and research them for outreach
One bot spots buyer-intent signals and a second judges each opportunity and finds contacts, feeding a list for human email outreach.
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Work & Operations
Let the bot email customers from your own domain
The poster set up a custom-domain mailbox as an MCP connector for Grok Bot, plus a webhook so new mail triggers an automation.
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Software & DevOps
Build an email inbox app for the bot's address
Grok Bot built and deployed a mail-style inbox app on Vercel in 23 minutes, with database and sync, and sent back the link and password.
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Life Admin & Home
Diagnose a check engine light by ordering an OBD2 scanner
An OpenClaw agent told about a check engine light ordered an OBD2 scanner from Amazon, read the results, identified a sensor issue and clear…
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Sales, Marketing & Support
Build and launch a landing page with a Google Ads campaign
OpenClaw built and shipped a live landing page, wired lead capture with duplicate protection, set up a geo-targeted Google Ads campaign and …
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Content & Creative
Build an explorable 3D starship with agents
A hobbyist used agents to design multiple decks of an Excelsior-class starship as a 3D explorable model and to write personalized fanfic pro…
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Software & DevOps
Manage NixOS server configs with Claude Code
The author uses Claude Code to maintain the NixOS config repo for their self-hosted machines, blocked from running nixos-rebuild switch and …
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Sales, Marketing & Support
Answer Shopify order-status emails and fix issues overnight
An agent reads customer emails about orders, pulls real order details, and resolves issues automatically for a Shopify store.
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Life Admin & Home
Screen job listings daily against resume and salary data
A laid-off job seeker runs an agent each morning that reviews LinkedIn, cross-references levels.fyi leveling and salary, and assesses fit to…
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Life Admin & Home
Apply to jobs automatically and schedule calls
Muse applied to 60+ jobs with updated resumes and cover letters, scheduled calls, and created prep files, reaching interview rounds.
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Travel & Bookings
Find flight info and book an Uber
Grok Bot found flight information and booked an Uber ride for the user based on their travel details.
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Travel & Bookings
Buy a sell-out Hyrox event ticket
Grok Bot bought a Hyrox event ticket for the user before it sold out.
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Sales, Marketing & Support
Run a customer support company end to end
Grok handled live chat, email, tickets, refunds, knowledge base, QA, reporting and escalations for an 8-person support company, per the auth…
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Software & DevOps
Run coding agents like a medical team to fix bugs
Over five months, the author treated bugs like patients and organized coding agents as a hospital-style team to diagnose and fix them.
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Software & DevOps
Migrate a password reset flow to modern libraries
A developer had Claude Code migrate a legacy web app's password reset flow; it needed close supervision, drifted off task, and ended up slow…
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Content & Creative
Build a 3D Blender model from a concept image
The author pasted a concept image of a Fabergé egg and had a coding agent use a local Blender skill to create a Blender model of it.
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Life Admin & Home
Run a personal Matrix-based assistant agent with email access
The author built a small Claw-like agent loop on Kimi and GLM5 that reads email read-only, messages via a self-hosted Matrix server, keeps m…
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Life Admin & Home
Let agents build recipe viewer URLs
The author gives agents a skill file and docs so they generate recipe URLs for a recipe viewer, working even in permission-limited agents li…
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Security, Science & Hardware
Run an AI agent on a Nokia 110 feature phone
Author reverse-engineered a 48MB-RAM Nokia 110 to run an AI agent on it and automate a few actions.
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Travel & Bookings
Buy movie tickets and set reminders from your calendar
A custom Meta Muse skill checks the calendar, confirms movie times and seats, buys tickets, adds the booking to the calendar, and sends a tr…
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Work & Operations
Reconcile orders, draft invoices, and order laptops nightly
ChatGPT pulls completed orders, checks them against the CRM, drafts invoices, logs deals in Sheets, and ordered two laptops from Apple and a…
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Work & Operations
Process a sales order from verification to client email draft
Grok Bot logged a sales order, checked the PI against the PO and bank slip, fixed a deposit date error, built a commission register and pack…
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Content & Creative
Make music videos, portfolio sites and sorting scripts
A creator used Grok Bot for a full music video, a prompt engine, portfolio site code, scripts to sort 158 AI images and videos, and a career…
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Work & Operations
Turn Slack and call transcripts into Claude Code tasks
The poster wants a persistent Claude agent that watches Slack and call transcripts, spots tasks, and drafts the Claude Code prompts, removin…
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Work & Operations
Set tax and contract reminders and review contracts
Karina Chow had Claude Cowork set email reminders for quarterly tax deadlines, contract end dates, and state law changes, and help with cont…
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Work & Operations
Generate and send invoice PDFs for approval
An AI skill prepares an invoice PDF for work or reimbursements and emails it to the user, then sends it once he replies yes or with correcti…
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Shopping & Errands
Run an online store's inventory, listings and photos
An agent takes a weekly inventory spreadsheet, updates prices and stock, writes original listings, redraws photos as studio shots, and holds…
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Travel & Bookings
Compare and book a hotel online
Grok Bot compared hotel options and completed the booking purchase online, saving the user money.
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Work & Operations
Block spam and deliver morning briefings
Grok Bot blocks spam in email, LinkedIn and calendar invites, sends morning updates on critical items, and keeps working on a business launc…
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Content & Creative
Turn ideas into finished videos
Grok Bot acts as a video production assistant that generates and edits video, adds motion and voiceovers, and finishes content.
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Content & Creative
Orchestrate video generation from the command line
Grok was connected to an agent via CLI to generate Imagine clips, assemble the video and add music and effects.
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Money, Bills & Benefits
Run an 11-agent team for trading prep
A trader runs 11 Grok Bot agents, each with one job and a scope document, with a Red Team agent that must approve a trade first.
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Content & Creative
Schedule 60 short videos in YouTube Studio
Claude via the Chrome extension scheduled 60 generated short videos in YouTube Studio after suggesting the task itself.
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Life Admin & Home
Use a coding agent for everyday non-programming chores
A user's Claude Code handled non-coding tasks: photo edits, PDF analysis for exam prep, killing a hung process, finding materials, checking …
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Software & DevOps
Hand off coding sessions between agent accounts at usage limits
A developer built an app that tracks usage across multiple Codex and Claude Code accounts and auto-hands-off conversations when one hits its…
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Money, Bills & Benefits
Investigate market moves and alerts with an agent on your charts
OpenChart lets Claude or Codex annotate chart setups, write indicators, and investigate price alerts, saving research to a local workspace.
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Life Admin & Home
Hand everyday errands to a local agent
A commenter lists tasks given to a trusted local agent: planning flights and hotels, converting music, finding DRM-free ebooks, designing 3D…
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Life Admin & Home
Compile and filter apartment listings
A renter used Claude and ChatGPT to compile property-management sites and filter listings; results were decent but included some out-of-para…
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Life Admin & Home
Hunt jobs, tailor resumes and apply automatically
An agent called Resume finds and ranks jobs around schedule and pay wants, drafts tailored resumes and submits applications; the author repo…
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Work & Operations
Schedule meetings by email from forwarded requests
A user built an AI scheduling assistant that takes forwarded emails, coordinates times with recipients by email, and adds Zoom links to the …
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Work & Operations
Manage rentals and arrange apartment tours with Claude
A property manager's team uses Claude in Chrome for routine management work, with a database so the AI can answer questions and check schedu…
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Shopping & Errands
Buy a microwave from Costco
A user had Meta Muse buy a microwave from Costco.
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Sales, Marketing & Support
Reply to cold emails and book sales calls
Grok Bot answered cold email replies, qualified leads, checked calendar slots, booked 20 sales calls in 8 days, and updated the CRM within g…
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Life Admin & Home
Monitor PC memory and ask before closing apps
Grok Bot noticed high RAM use from 22 Python processes, texted a breakdown, and asked permission before closing applications.
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Sales, Marketing & Support
Chase unquoted leads and book callbacks
The agent watches the inbox or CRM, follows up on unquoted leads after 24 hours, and books callbacks.
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Shopping & Errands
Customize and order a matcha drink for an event
Grace Ling connected API keys to Claude Cowork, which customized and ordered a coconut cloud matcha drink for an event via the Monid agent i…
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Shopping & Errands
Plan meals and place grocery orders from a Google Doc
Claude and Muse handle meal planning, pantry inventory and recipe tracking, then Muse reads a Google Doc and places the grocery order in a b…
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Research & Knowledge
Use a persistent assistant for student research and daily tasks
A student used a named dot for ongoing research and daily tasks with persistent context across chats, set up for email.
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Security, Science & Hardware
Discover room-temperature magnetic semiconductor candidates with agents
Opus 5.5 agents were used to identify two candidate room-temperature magnetic semiconductors, per the post's headline.
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Software & DevOps
Restyle a pull request to match repo house style
A developer asked Claude to update a PR to the repo's house style, but it only rewrote comments to be lowercase and less useful, making no c…
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Software & DevOps
Crawl documentation into clean Markdown for AI agents
The author built a documentation crawler for their AI agents that pulled 60 pages of clean Markdown in 49 seconds.
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Software & DevOps
Write Playwright tests with Playwright MCP and Claude Code
A walkthrough of using Playwright MCP with Claude Code to generate Playwright tests in minutes.
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Shopping & Errands
Track pantry stock from receipts and buy groceries
A custom AI system reads receipts, estimates kitchen stock, checks grocery store availability and prices, buys groceries, and suggests recip…
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Life Admin & Home
Run a nutrition bot for meal decisions and calorie logging
Zack built health agents, including a nutrition bot for his mom that handles meal decisions and calorie logging to support her weight loss.
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Sales, Marketing & Support
Answer customer questions and escalate to humans
Built an agent that answers product and pricing questions, handles follow-ups, gives payment details, notifies admins of payment proof and h…
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Sales, Marketing & Support
Run a client's Facebook ad account
An AI agent handles setup, optimization and performance for a client's Facebook ad account, which the poster says beats his manual work.
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Travel & Bookings
Book a private chef and plan a ski holiday
ChatGPT found chefs, emailed for quotes and availability, handled replies and tracked missing info, and researched ski locations and transfe…
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Games & Simulations
Build game architecture and animation merging with Codex
A commenter had Codex do fundamental architecture work for their game, reading engine docs and implementing better animation merging.
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Travel & Bookings
Get status match and upgrade certificates, then book flight
John's Dot found a status match, got four move-to-lie-flat seat certificates, filled the forms, confirmed by email, read the terms and booke…
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Money, Bills & Benefits
Negotiate a lower fiber bill with AT&T chat
Meta Muse negotiated with AT&T support chat to cut a fiber plan from $85.94 to $60/mo while keeping the bundle discount and no contract.
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Sales, Marketing & Support
Answer real estate calls with a voice agent
A builder made an ElevenLabs and n8n voice agent for a real estate firm that answers calls, collects budget and location, and feeds an autom…
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Work & Operations
Monitor construction project risk and alert the lead
A builder made an n8n and Gemini watchdog that checks schedules, budgets, procurement, labor, weather and site reports, finds the main bottl…
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Life Admin & Home
Add travel bookings from email to calendar
The author runs Claude Code from a fixed folder with saved scripts to process new travel booking emails into their calendar.
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Software & DevOps
Audit a feature's issues and hand them to an engineer's agent
An AI agent listed all issues with a feature and sent them to an engineer, whose own agent then addressed most of them automatically.
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Games & Simulations
Run a D&D dungeon crawl with an AI dungeon master
A browser D&D 5e dungeon crawl where an AI dungeon master runs the game for a three-character party without inventing rules.
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Money, Bills & Benefits
Dispute an airline's EU261 delay compensation rejection
A Grok-based agent checked flight data, argued the crew issue wasn't extraordinary, and sent an approved email, winning €400 before landing.
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Research & Knowledge
Investigate papers overnight with a bot research team
Grok Bot roles read new papers and extract claims, rerun analyses, and scan sources, working overnight to produce briefs.
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Software & DevOps
Run a multi-bot team that opens draft PRs
A Grok setup of research, classifier, builder, tester, reviewer, and security bots maps repos, makes minimal changes, runs tests and lint, a…
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Money, Bills & Benefits
Lower an internet bill and file expense reports
Commenters say Grok Bot negotiated a Spectrum rate down by $20 a month via chat and handles expense reports from photos sent to a Clerk Bot.
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Travel & Bookings
Rebook a delayed flight connection mid-flight
OpenAI's Dot chatted with Alaska, Delta and KLM, found a new route and rebooked Denis for free after he approved, while he was still on the …
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Travel & Bookings
Fix wrong-day flight reservations between bots
Ron's speaking-gig bot noticed flights on the wrong days and, with his permission, had his travel bot fix them and reschedule everything.
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Life Admin & Home
Summarize school emails for parents
A Grok bot reads kids' school emails nightly and reports what to pack, wear, sign or pay for, flagging deadlines and sign-ups.
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Life Admin & Home
Plan a birthday day with an AI assistant
A co-founder's AI assistant planned his birthday: gathered coworker stories, organized the day, booked dinner and ordered a cake.
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Money, Bills & Benefits
Generate a daily personalized trading research report from brokerage data
Lonnie VanZandt's Claude-based assistant reads his Schwab positions and watchlist via MCP, sweeps news and Fed sources, and writes a daily r…
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Money, Bills & Benefits
Consolidate bank statements into a spending dashboard with Claude
Miles Deutscher reportedly uses Claude to merge monthly bank statements into a dashboard, visualize spending, compute metrics and analyze po…
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Work & Operations
Build profit/loss statements for rental properties
Meta Muse logged into property software and built profit/loss statements for every rental property.
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Research & Knowledge
Research on X, summarize YouTube transcripts, build decks
@Tape_Vector uses Comet for X research, summarizing YouTube video transcripts and building presentations.
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Software & DevOps
Fix and resubmit a rejected app remotely
MaakCode had a dot investigate a rejected app submission, fix the issue, test, open a PR and resubmit.
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Work & Operations
Review Slack channels for business issues
Lindy reviewed Slack activity across sales, support, inventory and reviews for a clothing business and returned a report on demand, support …
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Content & Creative
Recreate a video ad as a JavaScript animation
The author had Claude recreate a downloaded ad video as a pure JavaScript animation with the original audio, working autonomously with ffmpe…
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Life Admin & Home
Draft personalized job outreach emails from LinkedIn leads
Pratyush Pandey gave Claude Cowork LinkedIn leads and his resume, and it drafted personalized emails per role and prepared them in Gmail.
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Work & Operations
Regrade assignments and update grades in Brightspace
A professor had an agent regrade TA-graded assignments, verify answers with Claude, and revise grades and feedback in Brightspace, catching …
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Work & Operations
Run work scripts in Cowork on staged documents
A user runs Claude Cowork on a headless machine, staging cloned documents so it can run the scripts and programs needed for work.
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Work & Operations
Manage files in a chosen folder with an agent
The author built an open-source desktop agent that works inside a chosen folder, reading and writing files and asking before changing anythi…
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Content & Creative
Generate LEGO CAD models in LDraw with AI agents
A toolset and docs let ChatGPT and Claude agents write LDraw source files that become LEGO CAD models, packaged as a dockerized web app.
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Software & DevOps
Add agentic forgetting to an agent's memory
Someone implemented a rudimentary version of Tim Kellogg's agentic forgetting approach and reports it works impressively even in its simples…
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Work & Operations
Run ten business tasks through an always-on agent
A reviewer tested Dots on product research, publishing a webpage, content planning and scheduled jobs; inbox triage and follow-ups needed su…
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Software & DevOps
Triage P2 bugs into draft PRs with demo videos
A Dot connected to GitHub and Slack watches #bugs, scopes and tests a fix in a cloud environment, and opens a draft PR with a short demo vid…
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Life Admin & Home
Fill out a long GP form
An agent filled out a long GP form, which led to a doctor call and tests being booked automatically.
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Work & Operations
Run bookkeeping and receipt matching in QuickBooks
A user wired AI into QuickBooks, SharePoint and email to attach receipts, forward invoices for checks, add vendors and request W-9s, replaci…
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Money, Bills & Benefits
File insurance claims for overcharges
Tarun told an agent to file all the claims after finding overcharges and has received $200 back so far.
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Shopping & Errands
Shop for a shirt and place the order
An AI agent compared six brands on sizing, return policies, and shipping minimums, found the nearest store, picked a size, and ordered a whi…
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Life Admin & Home
Diagnose a low-energy health issue with an agent
Noah built an agent that suggested which blood work to get and which doctors to see, and says it found the solution four doctors missed.
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Travel & Bookings
Plan vacations, handle visas and make bookings
Uses AI to plan vacations, handle visas and do all the bookings; the post also mentions AI filtering dating outreach.
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Sales, Marketing & Support
Call and email leads with a self-provisioned phone number
An AI agent gave itself a phone number, found fitting leads, called and emailed them, followed up and reported results.
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Work & Operations
Automate payroll tax and garnishment cheque processing
A payroll team built an agent to process tax and garnishment cheques, building missing tools when it hit a system limitation.
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Content & Creative
Rebuild a math curriculum into a one-year plan with materials
Claude restructured an accelerated math curriculum into one year, writing tests, games, worksheets, a schedule, and a hosted site integrated…
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Life Admin & Home
Complete an online survey end to end
The poster says Muse navigated a survey, solved a captcha and submitted a response with no human intervention.
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Money, Bills & Benefits
Tell Indian citizens which government schemes they're owed
An agent built on Sanity queries real content to tell people in India which government schemes they are entitled to.
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Travel & Bookings
Let agents phone restaurants to book tables
Jake built a tool that lets agents like Claude or ChatGPT make phone calls to book tables, handling callback numbers mid-call.
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Travel & Bookings
Book a restaurant with a cloud-computer agent
OpenAI's Dots agent, running on its own cloud computer, booked a restaurant on its own, though it was slow and required ChatGPT Pro.
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Money, Bills & Benefits
Dispute contractor pricing and change orders
An AI reviewed a contractor PO, emails and line items and drafted dispute emails, spotting issues the user missed and leading to $20K credit…
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Sales, Marketing & Support
Audit and rebuild a store's email automations
Muse audited a shoe store's Klaviyo flows, removed duplicates, rebuilt templates and enabled sales tracking, with approval needed to publish…
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Work & Operations
Run a commercial real estate business with an AI agent
Drew McAllister's agent flagged counteroffers by text, built owner follow-up lists, tracked bids, drafted emails, read lease redlines and fl…
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Software & DevOps
Deliver a software feature autonomously (partial)
Claude computer use produced 70 files for a planned feature but the code didn't work, so the author went back to manual work.
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Work & Operations
Run a shared team agent for calls, approvals and tasks
Nikki set up a shared Hermes Agent for a startup team that pulls call context, handles approvals and creates tasks using shared Obsidian kno…
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Research & Knowledge
Build data analysis reports and dashboards with a coding agent
A toolkit gives a coding agent a semantic layer and dashboard files so it can query data warehouses and publish in-depth reports and visuali…
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Life Admin & Home
Control the home by voice with a local AI
A user set up local AI with voice commands for a home assistant that handles groceries, lights, AC and garden moisture monitoring.
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Work & Operations
Record meetings and suggest answers live from uploaded files
An open-source Mac recorder transcribes calls and, using the user's uploaded files, suggests answers when it hears questions.
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Travel & Bookings
Plan a trip and book flight, hotel and shuttle with an always-on agent
A user had Dots plan a trip and remind them to book the shuttle; the agent filled booking forms but kept asking for confirmation and wouldn'…
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Travel & Bookings
Fix a booking made on the wrong date
Dot spotted that David had booked Paris to Barcelona on the wrong date for an upcoming Europe trip and changed the booking to the right date…
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Travel & Bookings
Plan and book a short-notice work trip
Grok Bot researched flights and booked the one Vince picked, though he had to take over the computer to fill in data and found it harder tha…
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Travel & Bookings
Plan a birthday evening with dinner and a comedy show
Muse agent planned a wife's birthday evening, booking dinner and buying two tickets with permission after refining location details.
Read case →
Software & DevOps
Let terminal agents make phone calls
A CLI tool built on Twilio gives terminal agents a voice to make calls, with a dashboard for questions they can't answer.
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Money, Bills & Benefits
Research crypto assets and execute swaps and perps trades
The Midas Markets agent researches assets, analyzes portfolios and PnL, finds tokens by momentum, and executes swaps and perp positions on H…
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Work & Operations
Collect shower glass supplier quotes by email
OpenClaw emailed shower glass suppliers, collated responses, and handled the back-and-forth in a chat thread.
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Life Admin & Home
File a trademark application with the USPTO
Claude Cowork walked through each step and filled out the paperwork for a trademark that received final USPTO approval.
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Software & DevOps
Turn Slack feedback into PRs and debug infra
Sid Nanda's company uses Devin in Slack to triage feedback, turn user issues into PRs, debug async flows and infra read-only, and let non-te…
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Money, Bills & Benefits
Set up overseas supplier payments for review
An approved agent checks balances across accounts and prepares supplier payment details for review, within user-set rules.
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Life Admin & Home
Triage email, cancel subscriptions and manage calendars
A Grok Bot assistant triages multiple inboxes, drafts and sends replies, cancels unused subscriptions, and manages calendars with reminders …
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Money, Bills & Benefits
Find unclaimed money and start the claim
Meta's Muse agent found over $1,500 in unclaimed funds in about five minutes and helped fill out paperwork; the claim was filed but unpaid.
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Software & DevOps
Turn customer feedback into tested pull requests
In OpenAI's own launch example, a Dot watches feedback for recurring requests, scopes small fixes, builds and tests them, and returns PRs wi…
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Travel & Bookings
Negotiate hotel rooms by phone call
An AI assistant called a hotel in Japan and negotiated the same two rooms for all five nights; the user listened to the recording afterward.
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Work & Operations
Delegate to-do items to AI agents
An agentic to-do list lets agents pick up assigned tasks, mark them in progress, complete them and return them to a review inbox for approva…
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Sales, Marketing & Support
Answer home-service customer calls and text the owner
A voice agent answers calls for home-service businesses, records caller details and request, and texts the owner a status.
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Life Admin & Home
Teach students with assessments, custom lessons and reassessment
Hugh Shbalz trained an agent to give standardized assessments, write lessons to fill gaps, then reassess mastery of core concepts.
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Travel & Bookings
Rebook after a flight cancellation
ChatGPT Work mode found replacement flights, arranged a rental car, and consolidated the new travel arrangements after a cancellation.
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Life Admin & Home
Coordinate background threads and send admin reminders
A dot managed background threads from one conversation and proactively reminded the user to send documents to an accountant and check on a r…
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Software & DevOps
Build a WordPress marketing site from Figma overnight
bnistordev connected Devin to a Figma file via MCP and had it build an entire WordPress marketing site overnight.
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Work & Operations
Let agents edit Word documents via MCP
An MCP lets AI agents edit Word documents, handling the OOXML mechanics, originally built for pharma regulatory document editing.
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Life Admin & Home
Build e-ink fridge shopping list firmware
Claude Code wrote ~2,400 lines of C++ firmware for an ESP32 e-ink fridge magnet shopping list synced with a phone web app, now used by the f…
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Life Admin & Home
Give an AI its own inbox to act as personal assistant
The poster set up a separate inbox the AI monitors and acts on, adding calendar reminders and turning text reminders into tasks.
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Travel & Bookings
Book accommodation up to payment stage
An agent opened the TTD website for Tirupati, picked options, entered details and took the booking to the payment stage without human clicki…
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Money, Bills & Benefits
Chase an airline refund dispute
An agent sent firm follow-ups every 48 hours, built a paper trail and prepped a regulator grievance; the $1,200 flight refund was processed …
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Money, Bills & Benefits
Draft appeals for denied insurance claims
A built AI system reads a denied claim, pulls the patient's record and drafts a formal appeal letter for human review before sending.
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Money, Bills & Benefits
Fight a mattress warranty claim by email
A user's agent emailed back and forth with the mattress company's agent, citing laws and pushing aggressively, to resolve a warranty claim.
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Work & Operations
Find discounted bank-owned homes and list them as midterm rentals
MidtermMate agent finds discounted bank-owned homes in a region, estimates local rents, and helps list them as midterm rentals, shown in a v…
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Sales, Marketing & Support
Fix Shopify SEO and find ad waste with a Claude agent
A Claude-based agent analyzed a Shopify store, fixed SEO issues raising the score to 95, found ad waste, tested ideas and checked AI visibil…
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Travel & Bookings
Resolve a declined flight payment from email
With email access, Meta Muse spotted a declined flight payment, found the new debit card email, confirmed payment, and added the flight to t…
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Life Admin & Home
Run inbox, drafts, meetings, and purchases
Meta Muse reads the inbox, drafts emails, sends meeting pings, and shops via Stripe with approval required before purchases.
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Travel & Bookings
Book a kid's dental checkup by phone agent
The poster tested eight AI phone-call agents on calling a dentist to book a checkup within constraints like weekdays only and after 3pm.
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Work & Operations
Summarize the day's new emails and manage meetings
A user asked an AI assistant to summarize emails received that day and got a summary in under 30 seconds; it also handles meeting summaries,…
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Sales, Marketing & Support
Qualify website visitors and book calls automatically
A builder made an n8n booking agent that chats with website visitors, qualifies them, and books call slots around the clock without humans.
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Life Admin & Home
Analyze your chess games into commented videos
A Claude Code skill uses Claude vision plus Stockfish and your audio notes to turn a Lichess game into a commented video analysis.
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Software & DevOps
Run a coding agent on a live Excalidraw canvas
Drawgent is a coding agent that works on a live Excalidraw canvas.
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Software & DevOps
Catch cloud outage risks before they happen
An autonomous ReAct agent that queries real data to stop cloud outages before they occur, built for the Sanity Challenge.
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Life Admin & Home
Clean inbox, chase refund, and book HVAC tune-up
Meta Muse deleted 20k+ old Hotmail emails, chased a missing refund via ISP support chat, and scheduled an HVAC tune-up from maintenance hist…
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Software & DevOps
Optimize CUDA kernels with agents that benchmark and profile
AI agents run a C++ CUDA test harness, get benchmarks, and profile with Nsight to optimize kernels, built with LangGraph.
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Money, Bills & Benefits
Find forgotten money and negotiate insurance refunds
Users had personal agents like Meta's Muse search state databases for forgotten money and negotiate an insurance cancellation refund, recove…
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Sales, Marketing & Support
Manage X follows and unfollows
@keyrunnftart used Comet to unfollow accounts and follow others back on X.
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Shopping & Errands
Monitor competitor marketplace prices
The poster uses Grok Bot to check competitor listings and product prices over time, though CAPTCHAs block it on some sites.
Read case →
Games & Simulations
Give a coding agent a world-facing client for a game
The author uses a coding agent to build the game Overlands and is giving it access to the world through a dedicated agent client, where it c…
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Software & DevOps
Debug Windows crash dumps with an AI agent via MCP
ForensicDbg is a post-mortem debugger for native Windows x64/x86 crashes with an MCP server so AI agents can debug from interpreted, interli…
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Shopping & Errands
Scan thrift store items and flag good deals
An agent processes video frames from a thrift store, looks up online prices for items, and alerts the user to good deals.
Read case →
Money, Bills & Benefits
Shop for umbrella insurance through your personal agent
Personal AI agents use Coverage Cat's Agent API/MCP to size umbrella coverage and compare carrier options with price ranges, backed by a lic…
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Work & Operations
Make auditable rule-based decisions with RAG-written explanations
A Rete rule engine decides loans, fraud and triage cases, then RAG over policy documents has an LLM explain the verdict, with an MCP server …
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Software & DevOps
Speed up Rust code by having agents iteratively optimize it
The post covers asking coding agents to make Rust code faster through repeated iteration.
Read case →
Life Admin & Home
Call a dental insurer on your behalf
Meta's AI agent phoned a dental insurer, gave the member ID, answered a security question and waited on hold before transferring the user to…
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Sales, Marketing & Support
Email car brands without web apps and build them one
@JerryJenasom had Manus find car brands lacking a web app and email them; brands replied and he then built a web app for them.
Read case →
Life Admin & Home
Collate school homework and due dates into a child's calendar
A parent had Meta Muse log into the school information system via its credential vault, gather homework and due dates, and add calendar entr…
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Shopping & Errands
Order Starbucks by voice from a Tesla while driving
A user had Grok Bot in a Tesla place a Starbucks order, confirming the drink and total by voice before ordering.
Read case →
Software & DevOps
Catch intent conflicts between parallel coding agents
Agents publish planned changes before editing so conflicting architecture changes across parallel worktrees get flagged before code is writt…
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Work & Operations
Triage a founder's inbox with Claude Code and Gmail MCP
A team connected a Gmail MCP server so Claude Code reads the inbox, labels messages and drafts replies, plus calendar prep and reports.
Read case →
Travel & Bookings
Plan a road trip with Claude Cowork
The poster used Claude for the entire planning of a trip to National Harbor, MD, with it acting like a knowledgeable companion on routes.
Read case →
Travel & Bookings
Book restaurants and a hotel dinner in Japanese
Muse booked every restaurant for a Japan trip and went back and forth in Japanese with the Hakone hotel to secure a dinner slot not on the w…
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Shopping & Errands
List a Quest 3 and negotiate with buyers
Meta Muse listed a Meta Quest 3 on Facebook Marketplace and was instructed to negotiate with buyers using a floor price and push strategy.
Read case →
Software & DevOps
Build and submit a family quest app to the App Store
A user built Kogoto Quest, which turns family reminders into quests, with Replit Agent and submitted it for App Store review.
Read case →
Software & DevOps
Replace token-heavy Jira and GitLab MCPs with CLI skills
The author had Claude run --help on Atlassian and GitLab CLIs, saved the actions as Markdown, and built lightweight agent plugins that cut t…
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Software & DevOps
Run sandboxed Claude Code fleet sharing files via MCP
A developer runs a fleet of sandboxed Claude Code instances that share files through MCP tools on a virtual filesystem, with an orchestrator…
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Shopping & Errands
Track competitor prices weekly across five sites
An agent opens five brand sites every Monday, compares against last week's snapshot, captures timestamped screenshots of changes, and sends …
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Software & DevOps
Port the Copilot runtime to Rust agentically
Microsoft reportedly used agents to port its Copilot runtime to Rust for $120K, according to the headline.
Read case →
Software & DevOps
Ship a product in 72 hours with a bot team
Three SpaceX engineers used a Grok Bot team to go from an empty repo to a product with 433 PRs, with agents reproducing bugs and merging aut…
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Life Admin & Home
Sync family calendars by generating and emailing invites
The poster has Grok Bot generate .ics invites and email them for approval, and is giving it an iCloud account to reach the family calendar.
Read case →
Life Admin & Home
Run a personal assistant that handles repo issues and groceries
The author uses an oh-my-py agent setup as a personal assistant: it opens repo issues, has another agent ship code and run tests, and orders…
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Travel & Bookings
Plan a family Christmas trip and book flights
The user has Muse handle budgeting and fitness goals, and it booked Southwest flights and planned the whole family Christmas trip.
Read case →
Sales, Marketing & Support
Build a paid ad campaign from scraped brand and competitor data
An agent scraped a jewelry brand's site for SKUs and social media for buying patterns, analyzed competitor ads, and generated a paid campaig…
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Work & Operations
Apply for jobs and turn notes into coding prompts
Commenters describe a Grok Bot that searches and applies for jobs using a supplied resume, and another that rewrites shorthand notes into pr…
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Security, Science & Hardware
Generate parametric geometry workflows with an agent
GrassLobster uses agentic AI to generate parametric geometry workflows.
Read case →
Work & Operations
Run a business assistant that resumes project work
Poster linked a ChatGPT-based assistant to OpenClaw on an old Mac to resume project work, but it keeps forgetting the app's business goals a…
Read case →
Software & DevOps
Get Microsoft Office running on Linux via Wine
Claude Code did most of the work to make desktop Office 365 run under Wine on Linux without virtualization, packaged as a Nix flake.
Read case →
Software & DevOps
Test how well coding agents can onboard to your product
ax-check.com runs coding agents in sandboxes to try onboarding to a product, then returns a scorecard, suggested fixes, and full session tra…
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Work & Operations
Process and query email across providers via MCP agents
A developer built an email intelligence product using agents and MCP, running on open-source models, that lets LLMs query Gmail and Outlook …
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Work & Operations
Reconcile industry files and chase clarifications with agents
An agent workflow ingests a complex industry file, loads it into a database, spawns agents to check it against work in flight, and contacts …
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Work & Operations
Run background agents with an email-style approval inbox
A self-hosted desktop app runs background agents, with finished work in Unread and approvals in Action; it began as automating CRM activity …
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Software & DevOps
Turn one goal into an ordered plan of coding-agent tasks
Ordewell takes a single goal and breaks it into an ordered plan of tasks for coding agents.
Read case →
Travel & Bookings
Book flights with seat selection and traveler numbers
Muse booked flights for Cyrus and his wife end to end on Amex Travel, including seat selection plus loyalty and TSA numbers.
Read case →
Life Admin & Home
Organize a Friday night with friends
The Instinct agent coordinated with friends' agents, picked food, drinks and a movie, synced timing, placed the order and added it to the ca…
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Money, Bills & Benefits
Appeal a denied travel insurance claim
The poster used Gemini during the appeal of a rejected travel insurance claim and says the appeal succeeded.
Read case →
Life Admin & Home
Pay bills, clear inbox, and order groceries
A Muse agent called Scout reportedly paid bills, cleared the inbox, and ordered groceries for its user.
Read case →
Work & Operations
Run a company autonomously
Andon Labs on why they built Pion, an agent designed to run any company on its own.
Read case →
Travel & Bookings
Try to book a Warsaw to London trip with Claude
The poster tried to have Claude fully book flights and hotel via Expedia and Kiwi connectors, found them poor, and ended up building a trave…
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Content & Creative
Build small custom agents such as one in a music player
The author writes lots of little agents, for instance inside their music player, noting they are trivial as code.
Read case →
Research & Knowledge
Run research workflows with specialized bot agents
A setup of 10 specialized Grok Bot agents includes a Research agent that finds sources and data and a Deep Research agent that compares sour…
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Shopping & Errands
Order family groceries from fridge contents
A parent has Grok Bot check a connected Samsung fridge and order groceries twice a week, hunting discounts, applying codes, and handling pic…
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Work & Operations
Build a personal assistant for email, briefings and planning
Marc Bara added 50+ capabilities to Hermes Agent over 15 days, including email triage, briefings, calendar planning and an MCP link to his i…
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Games & Simulations
Add 61 kid-friendly mini-games to an app
Two users had Replit Agent autonomously add 61 child-friendly, ad-free mini-games to their game vault, growing it from 40 to 101.
Read case →
Software & DevOps
Give coding agents compiler-accurate Find Usages for C#
Graphify C# lets coding agents find symbol usages in C# codebases with compiler-level accuracy.
Read case →
Life Admin & Home
Use an agent as a full-time personal secretary
A user says they use Grok Bot as a full-time secretary for personal-assistant work, with no detailed task list given.
Read case →
Work & Operations
Run bots for property sheets and client email replies
A user runs several Grok Bot agents: one updates a Google Drive sheet of properties, one replies to clients in their email tone, and one bui…
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Software & DevOps
Run an AI software factory that opens, reviews, and merges PRs
A guide to building agents that open, review, and merge pull requests.
Read case →
Money, Bills & Benefits
Get a billing dispute refunded by a support agent
A customer disputed an incorrect Vercel bill and the company's support AI agent produced and offered a refund on its own.
Read case →
Money, Bills & Benefits
Monitor investing news and produce morning macro summaries
SouthernValue95's Meta Muse agent Alfred monitors X investing topics, transcribes podcasts, tracks news and regulation for watchlist names, …
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Shopping & Errands
Order lunch through an AI agent
Abhishek Upadhya had an AI agent order his lunch, giving it his CVV and OTP, and the food arrived without further intervention.
Read case →
Software & DevOps
Run a fleet of engineer bots that fix CI and ship PRs
A SpaceXAI engineer runs five specialized Grok bots that launch cloud agents, fix failing CI and security issues, trigger reviews, and ship …
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Work & Operations
Run business development and sourcing bots on email and Teams
The author runs multiple Grok Bot agents connected to Microsoft email and Teams accounts, including two BD agents and one sourcing agent.
Read case →
Software & DevOps
Code in the terminal with an agent
The poster uses Grok as a terminal coding agent that reads, edits, runs tools and spawns sub-agents.
Read case →
Work & Operations
Run company departments with persistent self-hosted agents
A self-hosted company OS runs Claude Code and Codex agents per department, with memory, schedules, phone calls via Twilio, and document/vide…
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Money, Bills & Benefits
Find airline food-fee reimbursement emails buried in the inbox
A user asked Meta's Muse agent to handle an unresolved SAS refund; it dug through airline emails and found the food fees had already been re…
Read case →
Life Admin & Home
Add handwritten appointments to calendar and file PDFs
A commenter describes a self-built agent that OCRs a photo of a handwritten appointment into their calendar, searches the web, and files an …
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Money, Bills & Benefits
Run Monte Carlo simulations on a retirement portfolio
Poster used Claude to rebuild their retirement portfolio and test sequence-of-returns risk by inserting past bear markets into growth paths.
Read case →
Life Admin & Home
Audit your posting history for unkept promises
An agent was given the author's social posting history and found a promise the author had never actually made.
Read case →
Software & DevOps
Pair-program with LLMs on personal projects
The author uses Claude web and Jules (Gemini with GitHub integration) as pair-programming partners, navigating while coding locally and subm…
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Life Admin & Home
Run personal errands like flowers and date nights
Marshall Haas used Meta's Muse agent for personal tasks, including buying flowers and booking date nights.
Read case →
Software & DevOps
Route Linear tickets to PRs across multiple repos
A developer sends tasks via Telegram/OpenClaw into Linear, where Cyrus routes each to the right repo and model and opens PRs for review.
Read case →
Money, Bills & Benefits
Run multi-agent LLM financial trading analysis
A framework of multiple LLM agents that collaborate on financial trading decisions.
Read case →
Security, Science & Hardware
Give agents a multi-engine math kernel via MCP
MathKernel is an evidence-aware multi-engine mathematics kernel exposed as an MCP server for agents to use.
Read case →
Software & DevOps
Take ideas to implementation with a planning-command pipeline
A solo SaaS founder uses a custom five-command agent flow (intent, impact analysis, planning, execution, review) with lint guardrails to shi…
Read case →
Software & DevOps
Give coding agents git-native persistent memory
A tool that stores persistent memory for AI coding agents in git so context carries across sessions.
Read case →
Travel & Bookings
Book a flight from your phone
Tom booked a flight with ChatGPT Work on mobile; it asked for personal details, then opened a remote browser session for payment details.
Read case →
Shopping & Errands
Phone local stores to check product stock
A Grok-based personal assistant used Bland.ai to call local stores, hold conversations about stock, and return full transcripts with availab…
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Travel & Bookings
Build a custom agent to search Cyprus villa rentals
Marc Lou built an agent that combined public real estate data with air quality, water, noise and landslide data into an Airbnb-style interfa…
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Sales, Marketing & Support
Let a voice receptionist schedule appointments via MCP
A custom MCP server exposes list, schedule and cancel appointment tools so an ElevenLabs voice agent can handle customer calls against the c…
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Shopping & Errands
Complete online surveys for free stuff
A user had Grok Bot fill out a survey to get free stuff; it has worked once so far.
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Money, Bills & Benefits
Run your side of a home insurance claim
After a burst pipe, the user has Claude read the policy, organize receipts, track adjuster messages and delays, log correspondence and estim…
Read case →
Travel & Bookings
Attempt to book a couple's flight (failed)
A Slate reporter asked Muse to book flights; it hit a captcha, was kicked from the browser and achieved nothing, so he booked himself.
Read case →
Travel & Bookings
Track Las Vegas flight prices and find return flights
The author asked Muse to check Vegas fares daily and find returns to San Diego; it gave only three options and ignored his preferences, so h…
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Travel & Bookings
Shop hotel sites for a New York stay
In a Skift test, Muse opened a browser and searched hotels for Nov 1-2 at $350-450 a night, suggesting the Marlton Hotel first.
Read case →
Money, Bills & Benefits
Search state databases for unclaimed property under old names
The poster asked Claude to search unclaimed property databases in every state they lived in, using their name and old names.
Read case →
Money, Bills & Benefits
Track investments over time via Claude Code and Robinhood MCP
Poster asks how to get Claude Code connected to Robinhood via MCP to keep tracking investments after researching or trading; a question, not…
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Sales, Marketing & Support
Run an outbound sales pipeline with specialized agents
A set of agents on Grok Bot finds prospects, researches them, writes personalized messages, launches campaigns, qualifies replies and manage…
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Games & Simulations
Build a browser game and train an agent to play it
Grok built the browser game Roofline, then trained a PPO agent that plays the live page, reaching a best score of 39,359.
Read case →
Research & Knowledge
Reverse-engineer a book file format to search it
After the RAG indexer crashed on an uploaded book, Claude used Unix commands to work out the file format and grep the book manually.
Read case →
Work & Operations
Run a Shopify store overnight with an agent fleet
NightShift detects store issues overnight, auto-fixes safe ones, and audits every action, shown in a YouTube demo.
Read case →
Games & Simulations
Build a browser 4X strategy game with LLM coding help
The poster built the browser 4X game Hexwardia in two weeks using Grok and Gemini to write the combat engine, fog-of-war, map generation and…
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Research & Knowledge
Summarize non-obvious methods file by file in a paper project
A commenter had Claude Code write file-by-file summaries of non-obvious methods in a research project, then reviewed them to keep track of t…
Read case →
Security, Science & Hardware
Explore open math problems with a multi-agent system
A paper on autonomous mathematical discovery in an open-world multi-agent environment.
Read case →
Work & Operations
Summarize service calls and find local customers
Grok Bot listens to phone calls and posts summaries and to-dos to Slack, and scans Reddit daily for local customers, creating Notion pages a…
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Sales, Marketing & Support
Find and email businesses that need AI
Five Grok Bots with their own inboxes pulled 468 local businesses, filtered to 140, sent custom audits, handled replies and onboarded 11 cli…
Read case →
Security, Science & Hardware
Reverse engineer a patch into a full exploit chain
A researcher used Claude Opus in Claude Code with Playwright MCP to decompile code, find vulnerabilities, and build a working exploit.
Read case →
Work & Operations
Triage 1,847 unread emails into folders with draft replies
An AI agent read email subjects, sorted them into 6 folders and wrote 12 one-line draft replies in 40 minutes.
Read case →
Games & Simulations
Build and test a Mars simulator game
Grok Build wrote the systems for a Mars simulator game, tested it, studied gameplay, fixed bugs and iterated.
Read case →
Work & Operations
Manage an inbox and book jobs as an office manager
Users run Grok Bot as an inbox manager and as an office manager that takes work orders, plans capacity and books jobs across Gmail, Slack, a…
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Life Admin & Home
Run an offline car assistant on a Raspberry Pi
A local Qwen model on a Pi reads car OBD data and the manual to answer car questions, controls AC and locks via cloud, and alerts other agen…
Read case →
Money, Bills & Benefits
Dispute an erroneous medical collections bill
A finance bot logged into a healthcare account, found the EOB, spotted a wrong $13K collection bill and faxed a dispute that cleared it.
Read case →
Shopping & Errands
Watch weekly deals and buy regular items
One Grok Bot watches deals on regularly bought products, another purchases in a browser with shipping details and discount codes, then reads…
Read case →
Software & DevOps
Run a self-hosted, sandboxed software factory
One developer's build log of an almost fully self-hosted, sandboxed agentic pipeline for producing software.
Read case →
Work & Operations
Clean inbox and draft social posts in your voice
Grok Bot logged into apps, cleaned and analyzed an inbox, drafted X and LinkedIn posts in the user's voice, and ran workflows overnight, pin…
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Money, Bills & Benefits
File receipts from a folder
Grok Bot filed 14 receipts from a folder, held 2 that needed a card number, and saved a new payment method it found.
Read case →
Travel & Bookings
Monitor Resy and book date night tables
Brian built a Hermes agent that watches Resy for openings at favorite NYC restaurants and books tables, but it had no rate limits and got hi…
Read case →
Life Admin & Home
Assemble an immigration document package
A user had ChatGPT browser use gather seven years of taxes, bank statements and immigration documents into a package in minutes.
Read case →
Work & Operations
Triage email by voice while walking
Allie Miller used ChatGPT voice mode with Codex to triage important emails, draft replies, archive or delete items and log action items.
Read case →
Software & DevOps
Build a Pokemon-style dog collecting app
A user had Replit Agent build a catch-em-all dog app whose rarity comes from scraped American Kennel Club regional population data.
Read case →
Shopping & Errands
Order groceries from health data and a meal plan
Austen Allred's AI automatically orders groceries based on body scans, health data, and preferences, mapped to a meal plan.
Read case →
Content & Creative
Script Shorts, post X threads and repurpose content
An agent scripts YouTube Shorts, posts X threads and repurposes content so the creator avoids touching a content calendar.
Read case →
Work & Operations
Teach a bot a workflow by screen recording
Grok Bot learns a task from a screen recording and repeats it; a reviewer taught one to pull newsletter stats without an API.
Read case →
Work & Operations
Run routine store checks on delayed orders and stock
A commenter runs Claude against their store to check delayed orders, stalled tracking, and stock issues; the poster is connecting an assista…
Read case →
Software & DevOps
Build a bare-bones Windows VNC client from an email brief
The author emailed Claude a spec for a minimal VNC viewer targeting Windows 10 over a local SSH tunnel, to be built on a Mac and delivered w…
Read case →
Research & Knowledge
Run scheduled AI deep research on stock watchlists
A reply describes daily and weekly cron jobs running AI deep research on watchlists and monitoring company events and insider activity.
Read case →
Research & Knowledge
Do equity research with Claude Code without coding
A non-engineer keeps research in a folder of plain-text files managed with Obsidian and uses Claude Code for equity research.
Read case →
Content & Creative
Build a balloon-camel simulator for an LED Burning Man totem
Author used ChatGPT for reference images and Claude Code to build a Go balloon physics simulator with a web frontend, with Claude looping on…
Read case →
Work & Operations
Fill out 50 forms from public information
A user had Claude complete 50 individual work forms using public information, then proofread them and found them accurate.
Read case →
Money, Bills & Benefits
Research stock positions as an AI analyst
A Claude Code agent twice weekly covers about 15 positions and a watchlist with news synthesis and bull/bear cases, while a human sets risk …
Read case →
Work & Operations
Fill forms and run multi-step workflows in your own browser
A review of Manus Browser Operator, which works in the user's Chrome session with their logins for form filling and multi-page workflows.
Read case →
Content & Creative
Generate ads from a website URL
Arcads agents take a website URL, learn the brand, and produce ad ideas, static ads and AI UGC videos.
Read case →
Life Admin & Home
Book a vet appointment through a clinic's AI phone bot
A commenter called their doctor about a sick pet and the AI booked an appointment 30 minutes later, which worked out.
Read case →
Work & Operations
Handle incoming emails with automatic triggers
Grok Bots watch incoming email, summarize, research, draft replies, extract invoice details, flag urgent items and complete next steps with …
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Money, Bills & Benefits
Manage investments, taxes and credit with a finance agent
The poster built a Claude Code personal finance agent to track investments, prepare for self-employment taxes and optimize credit utilizatio…
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Sales, Marketing & Support
Run a solo business with a team of 16 agents
A solo founder uses ~16 Claude and Codex agents for lead research, cold emails, CRM upkeep, SEO content and call prep, and says it found and…
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Sales, Marketing & Support
Run browser-heavy business tasks and trip outfit picks
Commenters use Claude in Chrome for cPanel listings, X growth, testing, outreach and investor research, and to pick trip outfits from groupe…
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Shopping & Errands
Let AI agents search a store, build carts, and prep checkout
A store is set up so Claude or ChatGPT agents can search the catalog, build a cart, and apply promo codes, then hand over a checkout link be…
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Travel & Bookings
Plan a group weekend trip and make reservations
ChatGPT work mode planned a long weekend for 9 friends, built a coordination site, reached group agreement, made reservations, and drafted a…
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Work & Operations
Record how you work, then automate the repetitive parts
Screenpipe records screen and audio locally and gives agents a searchable memory to turn repeated tasks into procedures.
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Software & DevOps
Resolve a Slack-reported issue with a coding agent
A Codex agent resolved an issue passed to it in about 40 minutes, and an ops agent verified the fix back in Slack.
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Security, Science & Hardware
Patch laptop BIOS to unlock hidden firmware menus
A Reddit user gave Claude Code a BIOS dump; it disassembled it, found the signature check and patched it, unlocking hidden settings after fl…
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Software & DevOps
Audit a codebase for redundant dependencies and polyfills
An MCP server lets an agent check a codebase for redundant dependencies and polyfills, usable remotely or as a local stdio server.
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Life Admin & Home
Automate simple Discord tasks and tutoring with Hermes
A commenter uses Hermes Agent as a personal tutor and to automate simple tasks on Discord.
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Work & Operations
Source suppliers and negotiate deals overnight
An agent found suppliers for an online store, negotiated, handled a sample refusal, and locked in $4.50/unit for 100 pieces needing one deci…
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Content & Creative
Create a subtitled video from one prompt
Agent Mode in Grok Imagine made a 36-second video with matching scenes from different angles, a storyline and subtitles.
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Shopping & Errands
Hunt high-value Pokémon cards on eBay overnight
An engineer built a Codex agent that browses eBay listings, extracts PSA certificate numbers and cross-references known prices while he slee…
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Travel & Bookings
Book a dentist appointment agent-to-agent
A user's agent tried to book a dentist appointment, and the dentist's agent countered, leading to negotiation over timing, fees and arbitrat…
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Software & DevOps
Build and publish a BaZi chart reading agent
Built solo with coding agents, an agent computes BaZi charts, interprets them, detects language and takes on-chain payments for readings.
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Research & Knowledge
Summarize months of notes in Logseq via CLI agent
User points Codex at the Logseq CLI docs so it can query and summarize journals and tagged job-application and project pages.
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Software & DevOps
Build old and new apps with coding agents
Terence Tao describes using modern coding agents to create or revive apps, based on the post title.
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Work & Operations
Run warehouse paperwork, SOWs and billing automatically
A custom AI system for a warehousing client reads receipts, estimates and invoices, generates SOWs, runs billing and handles 28 background a…
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Games & Simulations
Build a game level from a design document
The poster had Grok 4.5 build a level of an existing Three.js game from a detailed game design document, followed by some manual cleanup.
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Work & Operations
Automate a day job as an automation engineer
The poster has Claude act as an automation engineer, doing design and research work and finding related docs and indexes for their job.
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Research & Knowledge
Research and download scientific papers with a browser agent
A commenter built a custom browser agent to research and download scientific papers, and also uses browser agents for controlled data entry.
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Research & Knowledge
Research the web visually by browsing pages
A commenter uses ChatGPT Agent Mode for visual web research, with the agent opening and working through pages.
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Software & DevOps
Automate web configuration from coding sessions
Commenters use Claude in Chrome to carry out web configuration requests that arise from coding sessions and other browser operations.
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Life Admin & Home
Manage family email, calendar and school chats
An agent named Anna, reached by text or WhatsApp, manages family email, calendar and school WhatsApp groups and automates forms and schedule…
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Work & Operations
Read and edit Word, Excel, and PowerPoint files
OfficeCLI is an office suite built for agents to read and edit Microsoft Office files.
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Work & Operations
Grade papers and build lessons with Claude Cowork
A teacher says Claude Cowork saved hours on curriculum design, grading papers, making PowerPoints, and analyzing student grades.
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Sales, Marketing & Support
Build a full ad campaign from a client's website
An agent scraped a client's site, built a multilingual ad campaign with keywords, copy and tracking plan, and flagged a conversion problem.
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Software & DevOps
One-shot a CLI coding agent on top of a Python LLM library
Simon Willison had the Fable model more or less one-shot a CLI coding agent built on his LLM Python library.
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Life Admin & Home
Research date restaurants and activities with OpenClaw
A PR founder has OpenClaw research South Florida restaurants and activities and compile a linked document explaining each pick for the type …
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Life Admin & Home
Auto-fill job applications with tailored CVs and cover letters
Commenter says an agent customizing CV and cover letter for job applications, with the user reviewing, eases the process.
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Life Admin & Home
Apply to jobs with a self-built application agent
Author built an application agent and says it led to interviews at Cohere and Scale AI.
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Sales, Marketing & Support
Answer WhatsApp customer questions and escalate to humans
An n8n and OpenAI agent answers WhatsApp questions from a knowledge base and escalates low-confidence cases to a human on Telegram with full…
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Travel & Bookings
Handle restaurant reservations over WhatsApp
The author built a WhatsApp agent for a local restaurant that checks availability, answers questions and confirms bookings; one paying custo…
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Sales, Marketing & Support
Generate customer-service agents from a URL that book appointments
A platform builds website and WhatsApp support agents that answer questions and book Google Calendar appointments, plus an autopilot that sc…
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Software & DevOps
Build a first real project with Replit Agent
A student completed a real build with Replit Agent, spending about $65 in agent usage and finding the cost unexpected.
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Work & Operations
Sort 400 PDFs into folders
A user had Claude Cowork read 400 PDF files and sort them into different folders.
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Sales, Marketing & Support
Manage customer enquiries from Telegram
An n8n system captures email and form enquiries, creates tasks, and lets the owner reply via Telegram while the AI sends emails and updates …
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Software & DevOps
Run agents that work Jira tickets, review PRs and send updates
Luke runs several Hermes agents that read Jira tickets, write code, review PRs, track costs, summarize docs and send updates.
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Life Admin & Home
Get a second opinion on an MRI
One person's account of using Claude Code to analyze their own MRI.
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Money, Bills & Benefits
Trade stocks via Robinhood MCP
A ChatGPT agent sold TSM shares and bought HOOD shares as part of an ongoing agentic trading challenge.
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Sales, Marketing & Support
Cover support calls 24/7 with a voice agent
Robin Delta built a voice agent that answers support calls around the clock, resolves tier-1 issues or escalates, and books appointments.
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Life Admin & Home
Set up a home chat server and manage accounts from your phone
A Hermes agent running on a local Qwen model set up an Open WebUI server and handled account management via phone, giving the author's teen …
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Work & Operations
Pull wallet data from dashboards into a spreadsheet
Claude computer use operated the desktop, handled logins and modals, and entered wallet numbers into a spreadsheet over 19 minutes.
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Sales, Marketing & Support
Write, schedule and track social posts daily
An agent writes a business's social posts, schedules them daily and tracks performance without manual input.
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Software & DevOps
Build a working coding agent in R from three tools
Author builds a functional coding agent in R starting from three tools, then adds tools to make it safer and more efficient.
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Software & DevOps
Split a React Native to Swift migration across agents
Cognition's Jared Zoneraich uses Devin fan-out so child agents work in parallel on a migration split into six pieces.
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Security, Science & Hardware
Generate parametric CAD models from a prompt
An open-source text-to-CAD tool that produces 3D models from text and image references by generating CAD as code.
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Sales, Marketing & Support
Email daily deal briefs from Zillow listings to real estate agents
A Zillow scraper feeds Claude to produce daily briefs on new listings, price cuts and outreach scripts, emailed to 47 paying real estate age…
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Money, Bills & Benefits
Manage a brokerage account in plain English with an AI agent
Coinbase's SEC-registered AI agent uses full portfolio context and account history to take account actions from plain English and suggest in…
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Content & Creative
Post a rendered video to Slack when integration fails
Codex read Slack feedback, edited and re-rendered a video, then used Computer Use to click Add file and post it in Slack.
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Shopping & Errands
Order groceries online with a local LLM skill
The author built a grocery skill for a local Qwen 3.6 27B model that knows their fridge contents, past orders and real-time stock, and it or…
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Sales, Marketing & Support
Answer renter questions and schedule tours
EliseAI's leasing agent inside Zillow Rentals listings answers renter questions and schedules tours for multifamily partners.
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Travel & Bookings
Plan family vacations with Deep Research
Author uses ChatGPT Deep Research with detailed family prompts to find destinations, attractions and schedule trips; it can't yet filter and…
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Work & Operations
Send a 7am daily brief from email, calendar and Todoist
A personal agent runs at 7am, checks email, calendar and Todoist, pulls likely follow-ups and delivers one daily brief instead of the full i…
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Money, Bills & Benefits
Fight a denied home insurance water damage claim
The poster used AI to research their policy and state laws, contested a partial denial of water damage coverage, and says they won.
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Sales, Marketing & Support
Automate event social posting across platforms
Claude Code connected social channels to drive event registrations, working well on Twitter and Reddit and somewhat on LinkedIn.
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Work & Operations
Triage inbox and prep meetings (with a failed attempt)
A Trustpilot user said Lindy made their inbox worse by missing urgent mail and hiding meeting invites, while the review says triage, briefs …
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Sales, Marketing & Support
Run marketing operations with a team of subagents
A CMO agent reads the weekly plan and spawns specialist subagents like a social media marketer and performance reviewer; the social agent do…
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Software & DevOps
Work on mainframes and COBOL
Hopper is an agentic development environment for the mainframe systems behind banking, payments, insurance, and airlines.
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Software & DevOps
Run multi-stage PR reviews with parallel sub-agents
A Claude Code plugin that reviews pull requests in stages with sub-agents and validation passes, with optional ensemble review via Codex.
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Sales, Marketing & Support
Qualify, enrich and book demos for SaaS leads
A Lindy agent qualifies, enriches and books demos around the clock for SaaS lead gen, with mock conversion reported rising from 40% to 78%.
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Games & Simulations
Use Grok as the narrative engine of a game
The poster built a game where Grok generates the story narration, and says it outperformed Gemini and GPT for narrative output.
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Content & Creative
Produce cinematic video with three custom agents
The poster built a cinematic studio in Grok Imagine using three custom agents for prompt direction, audio scripting and character-consistent…
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Sales, Marketing & Support
Sell services through an agent that takes payment and delivers
An agent runs a transaction flow, creates Stripe checkout links, verifies payment before delivering a service, and asks the owner on Telegra…
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Money, Bills & Benefits
Claim unclaimed property using ChatGPT guidance
A user photographed an unclaimed property letter and ChatGPT pointed them to the Florida treasury site to claim it; another says a fiancé cl…
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Software & DevOps
Create accounts, buy domains, and deploy without a human
Cloudflare's announcement that agents can now create Cloudflare accounts, buy domains, and deploy.
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Travel & Bookings
Rebook a work flight to save money
Arden texted a user that rebooking his Zurich flight would save $7,750; after he approved, it changed the flight and the refund hit his corp…
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Life Admin & Home
Find a London flat to rent
The poster used Claude Cowork to search for and find a flat to rent in London in five days.
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Sales, Marketing & Support
Run brand marketing end to end and publish to social
A tool lets Claude Code scrape competitors, generate and edit images and videos, and publish to Instagram, TikTok, LinkedIn, X and Reddit; o…
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Life Admin & Home
Find an NYC apartment with a listing-watching agent
Andrew Kordampalos built an agent with Zapier and Vercel for about $20 to find an NYC apartment, saying it did; replies questioned its inven…
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Content & Creative
Produce a track in Ableton Live by talking
An MCP server that lets Codex drive Ableton Live, used to write and mix a full song from chat messages.
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Life Admin & Home
Fill PDF forms with an AI copilot using tool calling
An in-browser copilot fills PDF form fields from data sources or user input, helps with foreign-language forms, and explains contract clause…
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Software & DevOps
Build a book donation app and demo video in a buildathon
A user used Replit Agent to build the GiveABook app and its demo video within a 24-hour buildathon.
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Software & DevOps
Rebuild a platform and add RAG features in one day
A user had Replit Agent rebuild a full-stack platform, add 7 features to a live RAG app, and make a demo video in about 12 hours.
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Content & Creative
Produce a full video with an agent assistant
Grok Imagine's agent mode suggested ideas, organized and assisted through making a full video in one hour.
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Content & Creative
Run a creative workflow from brainstorm to video
Grok's Agent Mode handles brainstorming, writing, image generation, editing and video production in one place.
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Software & DevOps
Find and fix flaky tests in a broken CI pipeline overnight
Claude monitors CI pass rates, identifies worst flaky tests, reproduces them and proposes fixes overnight; pipeline got 20 minutes faster an…
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Work & Operations
Test AI annotations on student problem sets
A chemistry professor ran 11 students' problem sets through Claude to see if its annotations could help manual grading; the project was acci…
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Work & Operations
Design product labels and produce SDS sheets
A seller used Manus to design product labels, turn customer testimonials into an updated file, and create SDS sheets.
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Money, Bills & Benefits
File tenant complaints against a landlord automatically
A Claude agent scraped violation databases and filed 14 complaints with the NYC housing board; the landlord was reportedly fined and the ren…
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Games & Simulations
Play-test your own game
A developer built an agentic test harness so an AI could play their game and help with play-testing.
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Travel & Bookings
Book a restaurant table through a Resy connector
A PCWorld writer asked Claude to book a table for three in Midtown Manhattan via the Resy connector; it picked a restaurant but the exchange…
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Money, Bills & Benefits
Cancel an Amazon subscription and get a refund
Codex navigated Amazon settings to cancel a subscription, then chatted with customer service and secured an immediate $15 refund.
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Software & DevOps
Orchestrate a multi-phase RAG migration
A walkthrough of using Gemini CLI to coordinate a complex, multi-phase cloud migration project.
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Work & Operations
Summarize email and prep briefings from your phone
A Fortune writer used Claude Dispatch with Cowork to summarize and pick out important emails, plus recurring morning briefings and meeting p…
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Sales, Marketing & Support
Hand lead-gen agency tasks to an agent instead of a VA
A lead-gen agency poster used ChatGPT agent mode for work they normally pay a VA to do, and asks how to set up agents for repeatable tasks.
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Software & DevOps
Test features on screen and merge fixed PRs
Ryan Carson uses Devin's Test App feature to record and narrate feature clicks, fix bugs, and merge PRs with a !land command.
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Travel & Bookings
Search for a wedding flight to New York
The author gave Comet and ChatGPT Atlas the same flight-booking task; Comet mostly pointed to aggregators instead of specific flights.
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Sales, Marketing & Support
Find stale commercial listings and email brokers
A Hermes bot scrapes lease listings, filters by days on market and zoning, calculates commissions and emails brokers.
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Life Admin & Home
Reconfigure Home Assistant lighting automations
Levelsio used AI to rework Home Assistant so bright LEDs turn off and diffuse lights come on, with all lights off at 10pm and red for sleep.
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Software & DevOps
Port Claude Code hooks to pi extensions
After leaving Claude, the author pointed an agent at their Claude hooks folder and had it rebuild them as a pi extension, which it did quick…
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Sales, Marketing & Support
Send daily trending social posts as content references
An OpenClaw agent uses a social data API to send the author a morning digest of trending posts across X, Threads and LinkedIn to inform thei…
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Software & DevOps
Run OpenClaw agents for Terraform infra and GitOps from Telegram
Several OpenClaw agents with separate identities set up Terraform infrastructure, did coding work, code reviews, merges and built a CD and G…
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Security, Science & Hardware
Verify SPICE simulations against a real oscilloscope
MCP servers for an oscilloscope and SPICE simulator let Claude Code compare simulated circuits with real hardware measurements, closing the …
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Work & Operations
Run OpenClaw bots for repo upkeep, note-taking and team Slack help
User runs OpenClaw bots that maintain a personal repo, take notes and send news summaries, and in Slack summarize meeting notes and answer t…
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Research & Knowledge
Run academic literature reviews from seed papers
Poster built an agent skill that starts from seed papers, searches backward and forward, screens candidates, and iteratively refines a liter…
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Sales, Marketing & Support
Run a daily SEO article campaign
An agent researches keywords, publishes one SEO article daily and refreshes articles every two weeks using Search Console and Ahrefs data.
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Research & Knowledge
Run persistent financial research with an agent
LangAlpha is a Claude Code-style agent for investing research that keeps persistent workspaces and memory so analysis such as models and com…
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Money, Bills & Benefits
Let AI agents file employment tax returns with the IRS
An MCP server in development lets agents submit tax returns (employment forms 941 and 940 first) to the IRS as a tool call; it is still in I…
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Work & Operations
Book tutoring appointments over WhatsApp
An agency owner built a WhatsApp agent for a tutoring company that books calendar appointments, shipped in two days for a $5K fee.
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Research & Knowledge
Run a systematic literature review from one prompt
SciSpace's agent generates PICO questions, searches and screens papers, downloads PDFs, extracts data and outputs the full review with a PRI…
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Life Admin & Home
Add todo items to Todoist from Telegram
A Telegram bot with an LLM and an orchestration platform (n8n or windmill) adds todos to the author's Todoist account from natural language …
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Work & Operations
Run an autonomous employee-like agent for company tasks
Author runs a self-built autonomous agent on Codex, ChatGPT Plus, systemd and email that handles various company tasks, using a rolling cont…
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Work & Operations
Run nightly briefing pipelines with scheduled tasks
The author uses Claude Code cloud scheduled tasks for nightly pipelines that scan work, generate retrospectives, and assemble morning briefi…
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Work & Operations
Have Claude implement most of a day job's work
The poster gives Claude work tasks and has it implement most of the functionality, though the last 10% still takes the most time.
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Life Admin & Home
Run Claude on a cronjob for morning briefings and email tasks
User built a Claude-in-a-loop with cron that produces morning briefings and podcasts and handles tasks emailed or texted to it.
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Life Admin & Home
Add home TODO items by Telegram message
The author told an OpenClaw agent over Telegram to add items to a home TODO list via a custom API while at the office, before they stopped u…
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Sales, Marketing & Support
Audit ad accounts across six platforms
A Claude Code skill runs parallel subagents performing 190 audit checks across ad platforms and produces a prioritized action plan.
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Software & DevOps
Edit site design visually and have an agent write the code
CSS Studio lets designers tweak a site visually in the browser and streams the changes via MCP to an existing coding agent that implements t…
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Research & Knowledge
Give a coding agent a paper corpus to find new techniques
Poster gave a Claude Code agent access to about 2M papers to search before each attempt; it found techniques it otherwise wouldn't know and …
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Sales, Marketing & Support
Turn product photos into video ads with an ad agent
A commenter feeds product photos and audience details to an agent that drafts the script, generates b-roll, and adds voiceover; another ment…
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Work & Operations
Drive desktop apps with an agent to move files
A poster describes months of driving desktop agents against real apps; in one task the agent misread a modal and kept reporting success whil…
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Software & DevOps
Recompile a 1991 assembly PC game with Claude Code
The author uses Claude Code CLI with Sonnet to get the source of their 1991 386+ assembly game compiling again.
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Research & Knowledge
Produce cited research briefs with simulated peer review
Feynman multi-agent system searches papers and the web, synthesizes findings, runs simulated peer review, verifies citations, and outputs a …
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Work & Operations
Give a teacher a Claude Code workspace for lessons and reports
Built a Claude Code workspace for a teacher that remembers curriculum, grading style and class size to produce lesson plans, report comments…
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Work & Operations
Write end-of-sprint changelogs from completed tickets
A PM has Claude Cowork read completed Linear tickets, pick what matters, draft the update and suggest email or in-app format, replacing abou…
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Travel & Bookings
Decide between points and cash for every trip
Skills and MCP servers that let Claude Code search award flights across 25+ mileage programs, compare cash fares, and check loyalty balances…
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Security, Science & Hardware
Find a Linux vulnerability hidden for 23 years
An account of Claude Code uncovering a long-standing vulnerability in Linux.
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Work & Operations
Answer dental clinic calls and manage appointments
The author built a voice AI for a dental clinic that books, reschedules and cancels appointments, checks slots and answers common questions.
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Sales, Marketing & Support
Schedule social posts through an AI agent
A commenter ingests social content with Obsei and posts across networks via getlate.dev with an AI agent, except Reddit.
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Money, Bills & Benefits
Generate investment analysis from live market data
The poster built a personal wealth advisor in Claude Code that feeds live market data, macro indicators and news into investment analysis.
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Money, Bills & Benefits
Analyze budgets and research investments from bank data
The poster pipes bank transaction data into ChatGPT and uses Claude for budget analysis, investment research, and summarizing and comparing …
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Work & Operations
Run an entire business from the terminal with Claude Code
Poster built a system that runs their whole business through Claude Code instead of Claude.ai; the specific tasks aren't detailed in the sni…
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Life Admin & Home
Extract school dates from forwarded emails and flyers
A family task manager pulls dates from forwarded school emails, reads flyer photos and syncs school calendars by zip code.
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Content & Creative
Turn a week of GitHub activity into a blog post
A three-agent pipeline that drafts weekly posts from commit history and publishes to Notion and DEV.
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Life Admin & Home
Run a personal doorman agent on a $7 VPS
A public agent greets site visitors over IRC while a private one handles email and scheduling, capped at $2 a day.
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Content & Creative
Analyze a piano recording's BPM, structure and stems
With a skill installed, Claude Code installed ffmpeg and librosa and ran a Python pipeline on a local MP3, producing a report on BPM, struct…
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Sales, Marketing & Support
Draft daily niche-news posts for four social platforms
An agent scans niche news, picks a story, writes posts for LinkedIn, X, Instagram and Facebook, makes images, and emails drafts each morning…
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Software & DevOps
Turn tickets into merged pull requests
Pulls tasks from GitHub Issues or Linear, then runs Claude Code or Codex in isolated Kubernetes pods to carry each one through to a PR.
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Life Admin & Home
Map and control a whole smart home
Karpathy's agent scanned the home network, logged into Sonos, reverse-engineered APIs, mapped lights, HVAC, shades, pool and security, and b…
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Life Admin & Home
Apply to 50 jobs in under 30 minutes
Claude computer use submitted 50 job applications in under 30 minutes, shown in a video demo.
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Sales, Marketing & Support
Fill out job applications in a browser
Claude Cowork opens tabs, reads job listings, fills out applications and decides based on user rules, working autonomously until done.
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Life Admin & Home
Book weekly restaurants and surface daily discoveries from your data
An OpenClaw agent with access to ChatGPT, Google and Instagram history books weekly restaurants, sends daily recommendations, and proposes m…
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Life Admin & Home
Run the smart home by natural language
Karpathy's Dobby agent controls lights, HVAC, shades, pool and security, alerts on visitors, and replaces six apps.
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Software & DevOps
Ship more pull requests with Devin across tools
Ryan Carson uses Devin from iPhone, Slack, browser, GitHub and Linear for real work and reports higher PR shipping velocity.
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Software & DevOps
Review Linux kernel patches
Google engineers launched Sashiko, an agentic AI code reviewer for the Linux kernel.
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Sales, Marketing & Support
Run SDR outreach with an OpenClaw agent
An OpenClaw agent researches prospects, writes personalized cold emails, sends scheduled follow-ups and logs interactions to HubSpot.
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Sales, Marketing & Support
Send a daily competitor ad research report to Slack
@cjfeth's Manus automation mines target avatar data, scrapes competitor ad libraries, benchmarks them and sends a report of underserved area…
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Life Admin & Home
Give an agent persistent memory and identity
A developer gave a Claude Code agent memory and an identity, then reported back on what it was doing four months later.
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Sales, Marketing & Support
Scrape real estate agent leads and start roofing outreach
An OpenClaw agent scraped Zillow, Redfin and Realtor.com for agents listing older homes, saved contacts and listings to a CSV, then began ou…
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Work & Operations
Build a 52-node n8n workflow
Claude computer use built a 52-node n8n workflow in one afternoon that would normally take three weekends.
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Money, Bills & Benefits
Let AI models trade stocks autonomously with $1k each
Poster ran four AI models on a weekday pre-market prompt to trade $1,000 portfolios each for nine weeks; ChatGPT came out ahead.
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Work & Operations
Plan the workday across calendar, tickets, email, and docs
A planning agent that works across Google Calendar, Linear, Gmail, and Google Docs through MCP.
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Software & DevOps
Let an agent extend its own code inside a Docker sandbox
An agent built on Claude and Agno implements capabilities in its own source code in Docker, with changes validated, committed, or rolled bac…
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Life Admin & Home
Turn handwritten Kindle Scribe notes into to-dos and events
Alexa+ summarizes notes sent from a Kindle Scribe and converts them into to-do lists, calendar events and reminders; a feature description.
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Content & Creative
Explore code to write technical documentation
A technical writer uses Devin to explore code before documenting it, plus a Slack writing agent built on Devin, reporting about 20,000 lines…
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Research & Knowledge
Research stocks by pulling filings and transcripts
The poster has Claude Code fetch filings, transcripts and SEC documents for a company, cite sources, and write a bear case on a holding.
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Sales, Marketing & Support
Qualify real estate leads and book viewings
An AI assistant qualifies leads on Telegram, matches listings, books viewings from calendars, and logs to the CRM.
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Work & Operations
Triage and draft replies for three email accounts
An OpenClaw agent drafted routine replies at about 70% ready quality and cut inbox processing from 10 to 2 minutes, though some things broke…
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Work & Operations
Manage 18 agents from a Notion workspace
Notion used as the control plane for a fleet of 18 OpenClaw agents.
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Sales, Marketing & Support
Run real estate transactions with autonomous agents
A poster built a platform where agents, including a SellerBot, handle listings, pricing strategy and buyer inquiries, built with Claude as t…
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Shopping & Errands
Plan and order a week of groceries with Claude
The poster used Claude on Mac and iOS to plan and order a week of groceries, with partial success, and will keep using it up to the grocery-…
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Software & DevOps
Fix a broken API website
A user says Claude Cowork fixed their API website after another agent kept breaking it, explaining the problem and working through changes w…
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Research & Knowledge
Monitor tech subreddits and competitors, draft emails and articles
Commenters use Cowork daily to scan Reddit tech subreddits for work items, monitor competitors and markets, generate articles and draft emai…
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Content & Creative
Turn a Telegram message into researched, designed social posts
An n8n agent takes a Telegram message, researches the topic, designs the posts and publishes them to social media.
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Work & Operations
Run LLM assistants over company data with RAG in n8n
A commenter used multiple LLM assistants in an n8n project at their company, handling AutoCAD Forge API calls, parsing, embedding and RAG ac…
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Work & Operations
Run a solo company with eight agent departments
A founder set up CEO, CFO, COO, lawyer, accountant, marketing, CTO, and improver agents that share memory and consult each other.
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Content & Creative
Audit and rewrite marketing copy to strip unverified claims
A dual-agent system scores landing page, cold email and pitch deck copy against strict rubrics, then rewrites it to remove fluff and unsuppo…
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Life Admin & Home
Build a household dinner-suggestion app
A non-coder used Codex to build a local app that suggests dinners from pantry stock, garden produce, diets, appliances and weather.
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Software & DevOps
Build a phone voice agent that answers in under half a second
A from-scratch voice agent averaging about 400ms end to end, with streaming speech-to-text, LLM, and text-to-speech and clean barge-ins.
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Software & DevOps
Run parallel coding agents from Markdown specs in tmux
A workflow post on running multiple coding agents in parallel using tmux and Markdown specs, based on the title.
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Security, Science & Hardware
Reverse engineer a Go binary with Ghidra via MCP
Huli had Cursor drive GhidraMCP to identify a Golang binary, list its routes and find a path traversal, but it missed the SQL injection chec…
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Sales, Marketing & Support
Monitor Reddit, draft replies and schedule posts
A commenter built a personal Claude agent acting as social media manager that monitors Reddit, drafts replies, and schedules posts.
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Sales, Marketing & Support
Run marketing campaigns, SEO and content with agents
The author built 18 open-source marketing agents for Claude Code covering campaigns, SEO, content and social posting.
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Work & Operations
Review contracts like NDAs and SaaS agreements in Claude Code
The author built an open-source contract-review skill for Claude Code and other AI coding tools to review NDAs, SaaS agreements, vendor term…
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Sales, Marketing & Support
Build a profitable online business from scratch with an agent
Poster gave an OpenClaw/Claude agent $50 and 60 days to build an online business, using content marketing on Reddit, Twitter and LinkedIn th…
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Sales, Marketing & Support
Find weak-web-presence businesses and pitch them with personalized outreach
Six agents find businesses with weak online presence, write personalized outreach, and produce scripts, voiceovers and talking-head videos t…
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Work & Operations
Migrate FreshBooks account data to Google Sheets
A commenter used Comet to move five years of FreshBooks account data into Google Sheets.
Read case →
Work & Operations
Run a consulting business with an AI chief of staff
A consultant uses Manus for daily briefings, competitor monitoring, inbox triage, market mapping, and making decks, reports and websites, de…
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Shopping & Errands
Negotiate Facebook Marketplace purchases with sellers
A user set up an agent to lowball sellers on Facebook Marketplace, and it reportedly negotiated a Jeep Wrangler for $1500 plus a PS5 and thr…
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Content & Creative
Edit raw footage by describing the video you want
Cardboard goes from raw footage to an edited video from natural-language instructions.
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Games & Simulations
Compete in a real-time strategy game
A game environment built for frontier LLMs to play against each other.
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Work & Operations
Run multi-step tasks with model switching
@dani_avila7 tested Perplexity Computer on multiple tasks, where it picked Gemini 3 Flash for some steps and Opus 4.6 for code writing.
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Money, Bills & Benefits
Negotiate retention discounts on bills by phone
A voice agent calls service providers, navigates IVR menus, waits on hold and negotiates retention discounts for users, pausing for OTP veri…
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Work & Operations
Extract purchasing-card receipt data into a report cover sheet
A Duke staff member tested Cowork on a receipt PDF; it crashed partway, though it handled a folder of PDFs and wrote results to an outputs f…
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Research & Knowledge
Turn YouTube videos into cited research notes
The author uses Claude Code with NotebookLM and Obsidian to turn 20 videos into cited notes, audio overviews, a knowledge graph and flashcar…
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Money, Bills & Benefits
Teach an agent to trade with signals and logging
@mufasadubai had Manus write a Python script using ProjectX APIs for realtime charts, set up Telegram signals and log trades to Google Sheet…
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Shopping & Errands
Build group grocery carts through a Signal-based agent
A self-hosted Signal agent drafts a grocery list from past orders, lets group members edit it, then logs into the store and builds and valid…
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Software & DevOps
Turn tickets into merged pull requests with one-shot coding agents
Stripe describes its internal Minions coding agents that take tasks end to end into code changes; the post is a headline only.
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Life Admin & Home
Control a fan from sleep position
An AI roommate uses a pose model on a Raspberry Pi to watch the user sleep and presses a remote button to turn the fan on or off.
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Work & Operations
Let agents fill out web forms using text-grid page rendering
Author built TextWeb, a text-grid browser so LLM agents can fill out job applications without costly vision models.
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Sales, Marketing & Support
Run full-stack SEO with an n8n agent
An n8n agent analyzes GA4, rank and SERP data, tracks competitor keywords, rewrites articles and saves performance reports.
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Work & Operations
Generate weekly leadership reports and handle feature requests
A supervisor Zapier agent delegates to sub-agents that write weekly leadership reports from Jira data and handle feature requests via a Slac…
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Research & Knowledge
Produce a sourced research document with parallel agents
Grok coordinated 16 specialized agents that searched and parsed 896 sources, debated and peer reviewed, and delivered a complete research do…
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Life Admin & Home
Search and apply to jobs on LinkedIn
OpenClaw with browser access made a resume, searched listings and applied to 100+ jobs in three days, but also DMed people on LinkedIn witho…
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Games & Simulations
Build four games in parallel with agents
Four Grok 4.20 agents built a tower defense, mini Factorio, CHIP-8 emulator and roguelike shooter in parallel over a day.
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Games & Simulations
Build an artificial life simulator in one HTML file
Four Grok agents were asked to build an artificial life simulator with glowing particles, force sliders, and emergent behaviors.
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Software & DevOps
Build SQLite with a swarm of parallel coding agents
The author recounts using parallel coding agents to build a SQLite implementation and shares experience from it.
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Software & DevOps
Spec features with AI and hand off to coding agent
Author discusses a spec with an AI agent or ChatGPT, then hands it to an agent to code, and tests the outcome instead of reading every line.
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Money, Bills & Benefits
Build a portfolio plan from brokerage exports
Claude Code read a directory of brokerage CSV exports and notes, researched funds, and produced buy, stop-buying and hold lists with a tax-l…
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Games & Simulations
Play mayor in SimCity through an API
A headless city simulator on the open-source Micropolis engine where anyone's agent can run a city.
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Money, Bills & Benefits
Prepare and file overdue German VAT statements
Cowork with Claude's Chrome extension prepared accounts from invoice PDFs, then logged into Elster and submitted the overdue Q3 2025 VAT for…
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Software & DevOps
Build a C compiler with a team of parallel agents
Anthropic's engineering write-up on tasking Opus 4.6 agent teams with building a C compiler.
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Software & DevOps
Debug code hands-free by voice with Claude Code
Author built a local speech-to-text and text-to-speech stack hooked to Claude Code via MCP, and used it to debug a WhatsApp integration hand…
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Content & Creative
Create, schedule and post content across platforms automatically
An n8n system handles content creation, scheduling and cross-platform posting, with a social upload agent posting via Blotato.
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Security, Science & Hardware
Reverse-engineer binaries in Ghidra
An MCP server exposing 110 Ghidra tools for AI-assisted reverse engineering.
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Work & Operations
Run roadmap, support inbox, calendar, and todos
OpenClaw manages a Linear roadmap, prioritizes support conversations, handles calendar and todos, checks notifications, and manages sponsors…
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Life Admin & Home
Fill and submit visa forms automatically
The memU bot agent fills visa forms, finds the right documents on the device, handles image uploads and submits without manual prompts.
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Research & Knowledge
Gather three years of meeting minutes into text files
Jeff Adams used the Claude Chrome extension to collect meeting minutes into text files and load them into a notebook, taking 3-4 hours over …
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Software & DevOps
Run production deploys and port scans from Telegram with OpenClaw
A security professional uses an OpenClaw agent with read-only prod access, PR-only changes and manual approval for restarts to deploy change…
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Content & Creative
Create social media visuals with Canva MCP
The poster tried Canva MCP in Claude Code to produce app marketing visuals and found it a disaster.
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Life Admin & Home
Handle household tasks and reminders
Nori manages household tasks, important calls, reminders, family schedules and logistics for a family.
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Research & Knowledge
Let Cursor maintain an Obsidian notes vault
Cursor reviews vault structure, suggests connections, answers questions about notes and writes a daily done note documenting other agent ses…
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Life Admin & Home
Fill out insurance paperwork from hospital records
Felix Rieseberg gave Claude Cowork a folder of hospital PDFs and the insurance website so it filled out the paperwork while he fed his newbo…
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Sales, Marketing & Support
Turn a business website into a WhatsApp support agent
An n8n workflow scrapes a website into a knowledge base, answers customer questions on WhatsApp and converts inquiries into booked calls.
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Content & Creative
Let AI agents design in Figma
A CLI that lets coding agents create shapes, text, frames and components in Figma, so agents can build layouts and component systems.
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Shopping & Errands
Search Facebook Marketplace and tabulate results in Sheets
A user tries to have Claude in Chrome search Marketplace items and log them in a Google Sheet, but constant permission prompts get in the wa…
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Work & Operations
Triage unread email with an approval step
Author built an agent that runs when unread emails arrive and analyzes each one, without auto-replying absent approval.
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Software & DevOps
Keep coding agents running autonomously for long stretches
Cursor's write-up on scaling long-running autonomous coding.
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Content & Creative
Keep a personal website's content updated automatically
A developer's setup for automating their site's content with agents and MCP.
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Work & Operations
Learn personal scripts from a tools folder
Claude Cowork read a folder of personal scripts for email, CRM, research and drafting, added them to memory, and carried the capabilities to…
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Games & Simulations
Play RollerCoaster Tycoon
Ramp Labs put Claude Code in RollerCoaster Tycoon.
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Software & DevOps
Self-host services on a home server
A write-up on how CLI agents make running your own home server easier and more fun.
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Research & Knowledge
Find connections across 100 non-fiction books
Claude Code browses a personal library with CLI tools and surfaces trails of related excerpts across books.
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Work & Operations
Evaluate hiring candidates against competency levels
A commenter built a basic hiring agent loaded with competency definitions and levels for HR evaluation work.
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Sales, Marketing & Support
Analyze competitor ads and generate on-brand ad creatives
An autonomous Ad Agent built on the Claude Agent SDK finds competitors, analyzes their ads, generates on-brand creatives and packages a shar…
Read case →
Life Admin & Home
Build a health plan from genetic and bloodwork data
Farzad gave Claude Code his raw 23andme file, bloodwork, artery scans and supplement routine, and a 2-hour conversation produced a tailored …
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Software & DevOps
Code from your phone
A write-up on a setup for using Claude Code on the go.
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Work & Operations
Run oral final exams with a voice agent
A professor used a voice agent to examine 36 students over 9 days, with an LLM council grading transcripts and surfacing class-wide gaps.
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Work & Operations
Schedule meetings by email and update the calendar
The poster built an agent that reads emails, checks calendar availability, replies with a meeting time and adds it to the calendar.
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Shopping & Errands
Build an e-commerce agent with OpenClaw
Poster spent 100+ hours and 200M+ tokens building an e-commerce workflow agent with OpenClaw; post focuses mostly on the build effort.
Read case →
Research & Knowledge
Query 600 GB of Hacker News, arXiv, and LessWrong in plain English
Claude Code writes the SQL and vector queries against a public read-only index, and can set email alerts for nuanced criteria.
Read case →
Life Admin & Home
Suggest date ideas and nudge for more date nights
Trained a Claude Code assistant with date spot lists and guidelines to suggest dates, nudge when needed and possibly book reservations.
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Money, Bills & Benefits
Monitor DeFi positions and alert on risky pools
AI agents watched a user's DeFi and traditional accounts across 37 chains and flagged a risky liquidity pool, preventing potential losses.
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Work & Operations
Manage email, calendar and tasks from Slack
An agent built on Make.com with Gmail, Google Calendar and Notion triages emails, checks the calendar and adds tasks on Slack commands.
Read case →
Software & DevOps
Diagnose Swift errors with ChatGPT from symptoms and code
A Swift developer feeds error symptoms and code to ChatGPT to get a starting lead on the cause, then reviews the code it produces.
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Security, Science & Hardware
Find exploitable bugs in smart contracts
Anthropic's red team reports agents finding $4.6M worth of blockchain smart contract exploits.
Read case →
Software & DevOps
Troubleshoot a production-only performance issue
A developer used Cursor and Warp agents to analyze NestJS database queries and recommend indexes for a production performance problem.
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Work & Operations
Run dental office queries, scheduling and reminders with a chatbot
An AI chatbot deployed on a website and WhatsApp answers queries, schedules appointments, and sends reminders for a dental office.
Read case →
Sales, Marketing & Support
Do sales research and compare app to mock-ups
Commenters use Claude in Chrome for sales research and to compare an app against mock-ups across tabs, producing a UX/UI differences documen…
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Software & DevOps
Test API endpoints in Postman and report results
@ai_for_success used Comet to generate test payloads from context, run API endpoint tests in Postman and produce a final report.
Read case →
Games & Simulations
Race three models to build a Counter-Strike clone
InstantDB had Codex, Opus, and Gemini each try to build a multiplayer shooter.
Read case →
Software & DevOps
Build a mental models framework with a multi-agent dev team
A solo founder used Claude, ChatGPT, Windsurf and Cursor as role-based team members to design, test and deploy a 120-model mental-models fra…
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Life Admin & Home
Run grocery, email and photo tasks through Comet browser
A reviewer gave Comet access to his Intermarché account and tried it on email cleanup, sorting 8,000 Dropbox photos and calendar planning, w…
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Software & DevOps
Let a custom agent change its own repository
Author's custom-built agent made its first code change to its own repository.
Read case →
Content & Creative
Build your own video-editing agents on a canvas
Mosaic lets you create and run multimodal video-editing agents in a node-based editor.
Read case →
Shopping & Errands
Order healthy meals twice a day automatically
Flo Crivello's agent has decided and ordered his meals twice a day for two weeks, following instructions to pick the healthiest options.
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Sales, Marketing & Support
Generate structured company research reports
Dharmesh's Company Research agent pulls firmographics, executives, traffic, search marketing data and G2 reviews into a structured report on…
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Money, Bills & Benefits
Triage care, estimate visit cost, and negotiate medical bills
An app directs people to the right site of care, estimates insurance-based visit costs, and uses an AI voice agent to negotiate bills down a…
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Software & DevOps
Vibe-code a pull request dashboard across Azure DevOps repos
Author used ChatGPT for architecture and the Junie agent in WebStorm to build a dashboard aggregating PRs across four repos, flagging approv…
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Sales, Marketing & Support
Follow an account and comment on LinkedIn
Comet followed the Perplexity CEO on LinkedIn, found a specific post and commented on it in one attempt.
Read case →
Software & DevOps
Build and deploy a meeting app from a prompt
A user had Replit Agent create a meeting app with dashboard, logic and analytics, and deploy it live without manual code changes.
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Shopping & Errands
Buy items on Amazon from a photo
Author used ChatGPT Agent to reorder an item from a photo of its wrapper, handling the whole Amazon purchase until Amazon blocked agents.
Read case →
Games & Simulations
Play a button-clicking game via a browser agent
A developer wired Gemini's Computer Use model to Playwright in Java and had it play a simple button-clicking game to verify click-coordinate…
Read case →
Security, Science & Hardware
Debug low-level cryptography code
Cryptography engineer Filippo Valsorda's write-up on Claude Code debugging low-level crypto.
Read case →
Research & Knowledge
Track competitor prices and contacts into Google Sheets
A Claude-powered scraper agent monitors competitor sites hourly, pulling pricing, company details and contacts into Google Sheets, replacing…
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Sales, Marketing & Support
Write Meta campaign copy as a senior copywriter
A poster had Manus act as a senior direct-response copywriter to generate ad copy for a Meta campaign.
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Content & Creative
Turn PDFs and textbooks into interactive courses
Hassan's agent parses source documents, plans lesson structure via tool calls, picks interactive components, and a Lesson Reviewer agent che…
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Software & DevOps
Create and read issues from Claude Code via a Tangled MCP server
The author started building an MCP server so Claude Code can create and read issues on Tangled.
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Life Admin & Home
Update a household wiki with an LLM via MCP
The author's wife plugged an MCP server into their household Wiki.js so an LLM can update the wiki.
Read case →
Life Admin & Home
Complete an online course assignment in the browser
Perplexity Comet was prompted to complete a Coursera web design assignment and appeared to finish it in a short clip; the CEO told people no…
Read case →
Software & DevOps
Write better CSS with an MDN-aware helper
An MCP server that consults MDN docs, reports browser compatibility, and analyzes your CSS for the agent.
Read case →
Shopping & Errands
Click add-to-cart button on a website with computer use
Víctor Paytuvi had Claude computer use find and click a site's add-to-cart button on the first try after Gemini failed.
Read case →
Security, Science & Hardware
Program a sub-$2k personal robot
MARS is a general-purpose robot with an open onboard agentic OS built on ROS2.
Read case →
Life Admin & Home
Apply to marketing jobs on LinkedIn in bulk
A Comet user had the agent submit about 100 LinkedIn applications in 40 minutes, with no interviews resulting.
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Life Admin & Home
Apply for Dutch rentals and schedule viewings
Uprent's agent submits viewing requests, reads landlord emails, drafts replies and schedules viewings; one complaint is duplicate applicatio…
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Work & Operations
Run a meeting assistant that handles meetings and summaries
A commenter built a meeting assistant with Lindy that had been running for a week, handling meetings and producing summaries.
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Work & Operations
Contact job candidates for initial HR screening
A job seeker reports an AI agent calling and emailing them for a first HR screening.
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Shopping & Errands
Negotiate a TV price with a retailer's chat
ChatGPT Agent negotiated in Dutch with a retailer's chat, handled upsells, and landed an LG OLED TV at €939 including shipping.
Read case →
Travel & Bookings
Book tickets, rides and services via Alexa+
A reporter linked OpenTable, Ticketmaster, Uber and Thumbtack to Alexa+ for booking, but found it beta-like, error-prone and sometimes not h…
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Research & Knowledge
Run systematic literature reviews with a research agent
Poster recommends a research-focused tool that does systematic review (slow but strong), adds notes to papers, and builds a research project…
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Travel & Bookings
Book a restaurant table with Alexa+
A reviewer asked Alexa+ to book a sushi restaurant, but it couldn't because the restaurant isn't on OpenTable; he also tried booking an Uber…
Read case →
Life Admin & Home
Curate a Mubi watchlist from stated criteria
ChatGPT Agent browsed the Mubi library, picked 10 films matching the user's criteria, gave quick verdicts and added them to the watchlist.
Read case →
Travel & Bookings
Find cheapest nonstop flights on Google Flights with constraints
ChatGPT Agent searched Google Flights for the cheapest nonstop flights this year, 4 to 10 day trips, excluding Boeing 737 MAX, and succeeded…
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Life Admin & Home
Fill out a prescription order form on a clinic site
ChatGPT Agent filled in medication, dosage and number of days on a clinic's website, while the user entered sensitive data manually.
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Work & Operations
Send emails from a signed-in inbox
A commenter reports ChatGPT agent actually sent emails after the user signed into their email account, and asks whether it can buy plane tic…
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Money, Bills & Benefits
Do taxes by selecting the right invoices
The poster says they used GPT Agent for their taxes, reading invoices and picking the right ones.
Read case →
Travel & Bookings
Find and book airport parking (partly failed)
A reporter asked Comet to find cheap parking near SFO and book it; it entered the wrong dates twice and still pushed checkout.
Read case →
Shopping & Errands
Fill a supermarket cart with agent mode for pickup
Agent mode added groceries to the cart at a local supermarket while the poster worked, for pickup the next morning.
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Research & Knowledge
Research and draft a social science paper with Deep Research
Author used ChatGPT Deep Research and Agent Mode for research help and writing assistance while writing an academic social science paper.
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Research & Knowledge
Generate updated research reports on followed companies
The poster built and open-sourced a custom stock-research agent that produces updated reports on companies they follow.
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Sales, Marketing & Support
Answer sales reps' questions with a Slackbot agent
A RevOps practitioner built a Zapier Agent Slackbot to answer reps' questions; it took an afternoon to work and he concluded agents are impe…
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Software & DevOps
Build a clinic app with booking and trackers
A doctor with no coding experience used Replit to build a clinic app in 5 days with booking integration, prescription requests, health track…
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Sales, Marketing & Support
Run a Monday competitor-monitoring brief from job listings
Claude is set up as an agent that browses competitors and reads their job listings every Monday morning to infer what they may do next.
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Content & Creative
Generate live-coding music with Claude and perform it
An author had Claude write Strudel music code from a style description, hand-fixed hallucinated sample names, then restructured it for live …
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Research & Knowledge
Grade Cursor on a real data science project
A data scientist tested Cursor on a real project: weak on pandas, data cleansing and scraping, strong at prototyping.
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Life Admin & Home
Get upcoming events and control routines with Alexa+
A user says Alexa+ told them about upcoming events, and resetting a device fixed lighting and routine control.
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Work & Operations
Automate follow-ups and inventory tracking for a food distributor
Built agents for a wholesale food distributor that ran on Excel, calls and email, including inventory tracking and a copywriter agent for ou…
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Sales, Marketing & Support
Create a marketing plan and deploy it as a website
A marketer had Manus produce a marketing plan with personas and HubSpot CRM steps, then build and deploy it as a website.
Read case →
Life Admin & Home
Set up a Reddit profile through desktop control
A commenter says Claude Code set up their Reddit profile by screenshotting, navigating settings, filling forms and uploading images.
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Research & Knowledge
Have Claude collect names from a Wikipedia page into a file
The poster tried Claude Computer Use to open Firefox, search Wikipedia, find all names on a page and save them to a text file.
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Research & Knowledge
Compile journalist lists and search apartment listings
A reporter tested Manus on building a reporter list, searching NYC rentals and finding award candidates; results were thin at first, and a t…
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Work & Operations
Screen candidates and summarize resumes with AI
Commenters describe AI used to summarize resumes, mass-screen candidates, skip boolean queries, and an agent that screens candidates anytime…
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Research & Knowledge
Speed up a thesis literature review
Author used ChatGPT to summarize and structure a thesis literature review, and tried a tool that builds summaries from real papers to avoid …
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Shopping & Errands
Shop, play a game and compile course info with Operator
Operator played a deepfake game scoring 6/10, shopped for jeans, and compiled information about online courses from the author's website.
Read case →
Life Admin & Home
Answer questions from uploaded documents and school emails
In an Amazon demo, Alexa+ answers questions from an uploaded recipe or HOA document and summarizes forwarded school emails into the calendar…
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Life Admin & Home
Handle moving errands and reservations
A TechCrunch reporter used Operator for a week; a restaurant reservation needed many interventions and an electrician booking failed.
Read case →
Software & DevOps
Test Devin on pulling Notion data into Sheets
Answer.AI testers found Devin completed only 3 of 20 tasks, succeeding at moving Notion data to Google Sheets and building a planet tracker.
Read case →
Travel & Bookings
Reserve a restaurant table through OpenTable
In a demo, Operator booked a 7 p.m. table at Beretta in San Francisco via OpenTable, first searching the wrong region before correcting and …
Read case →
Research & Knowledge
Try Devin on research tasks (mostly failed)
Answer.AI had Devin fetch an author's recent papers and research transcript summarization; it got stuck parsing HTML and returned generic re…
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Software & DevOps
Test Devin on integrations, migration and security review
Answer.AI tried Devin on an observability integration, an nbdev migration and a vulnerability review; it found some real issues, hallucinate…
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Travel & Bookings
Schedule clinic appointments by phone with an AI agent
A clinic's automated phone AI handled the poster's appointment booking call instead of a human.
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Money, Bills & Benefits
Draft a refund demand for an unauthorized renewal
The poster used ChatGPT to write a stronger message to Skillshare after an unauthorized $24 renewal, threatening a dispute and chargeback.
Read case →
Software & DevOps
Build an AI to-do list web app in 9 hours with Replit Agent
The poster used Replit Agent V2 to build a fully functional AI to-do list web app in about nine hours.
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Software & DevOps
Monitor tasks and open pull requests with long-running agents
A commenter runs a persistent script that watches tasks and uses Cursor to open pull requests, building a documentation summarizer and a dat…
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Software & DevOps
Migrate an Electron app from Vue 2 to Vue 3
Kearney gave Devin repo access to migrate a production Electron app to Vue 3 and update npm packages, committing after every five components…
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Sales, Marketing & Support
Find customer leads on Reddit and Twitter automatically
Poster built an agent that finds leads and ideal conversations on Reddit and Twitter on autopilot.
Read case →
Money, Bills & Benefits
Build a buy-order imbalance scanner with Replit Agent
A commenter says Replit's agent built a working scanner for buy order imbalances using demo credits.
Read case →
Travel & Bookings
Call the DMV to schedule an appointment with a voice agent
Olivia Moore built a voice agent in under 30 minutes that phoned the DMV and scheduled an appointment for her.
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Life Admin & Home
Build a charting tool from blood test PDFs
Matt Stockton gave Claude his MyChart blood test PDFs and it produced a web app charting results over time and flagging abnormal values in a…
Read case →
Games & Simulations
Build a chess game against a language model
An early tester asked Devin to build a chess game against a language model; it made good progress but eventually hung.
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Software & DevOps
Build a Pong game and website from scratch
A tester asked Devin to create a basic Pong-style game and a website, and it finished both in under 20 minutes.
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Software & DevOps
Build and deploy a Game of Life simulation site
In a vendor launch demo, Devin built an interactive Game of Life website, added requested features step by step, and deployed it to Netlify.
Read case →
Shopping & Errands
Plan meals and fill an Instacart cart
The author used ChatGPT with the Instacart plugin to build a daily meal plan and put the ingredients into a ready-to-order shopping list.
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Money, Bills & Benefits
Write a parking ticket appeal that got dismissed
The poster used ChatGPT to draft an appeal of a street-sweeping parking ticket, and the ticket was dismissed.
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Travel & Bookings
Plan a family trip and pre-fill bookings
A reporter had ChatGPT Agent plan a 4-day San Diego trip: it searched flights, compared hotels, built an itinerary and pre-filled booking fo…
Read case →
Travel & Bookings
Book an airport hotel with ChatGPT Agent
Author had ChatGPT Agent pick and book a Gatwick hotel on Booking.com; it reached the card confirmation screen, then needed the author to ta…
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Travel & Bookings
Find and book a business lunch restaurant
NN/G tester had ChatGPT's agent find and book Brennan's in Houston; it took about 11 minutes and needed human help with details and guest co…
Read case →
Travel & Bookings
Book restaurant tables via OpenTable and Resy
In a hands-on test, Claude showed Resy availability but could not book, and ChatGPT's agent clicked through OpenTable but set the wrong part…
Read case →
Life Admin & Home
Find a stylist and prep a salon appointment
A CNET reporter had ChatGPT's agent research stylists and request booking details, but stopped it before it booked.
Read case →
Sales, Marketing & Support
Book and reschedule patient appointments by phone and chat
AI agents handle booking, rescheduling and cancelling across phone, text and web chat for clinics, including after-hours calls.
Read case →
Money, Bills & Benefits
Cancel streaming subscriptions with ChatGPT Agent
A writer had the agent cancel Peacock, Disney and Netflix after logging in; it needed a nudge and may be blocked on some sites.
Read case →
Money, Bills & Benefits
Negotiate a lower Comcast bill via chatbot
DoNotPay's ChatGPT-based bot chatted with Comcast support for an engineer and secured a $10 monthly discount.
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Money, Bills & Benefits
Fill in flight delay compensation claim forms
An agent checks what happened to a flight, works out compensation owed under the law, and fills in the airline's claim form, stopping before…
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Money, Bills & Benefits
File a complex tax return with OpenClaw
OpenClaw built a Schedule C P&L from bank transactions, guided TurboTax entry for 4+ hours and caught an error in a prior accountant's work.
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Money, Bills & Benefits
Compile deductions and Schedule C with Claude Code
Claude Code gathered charitable contributions and itemized deductions from sheets, email and statements and built a Schedule C; some categor…
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Money, Bills & Benefits
Fill in a tax organizer and review last year's return
Claude in Chrome captured the organizer's fields and entered data, Claude Code filled them in, and Claude reviewed the prior return; it some…
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Money, Bills & Benefits
Prepare S-Corp tax filings from bookkeeping data
Claude Code wrote scripts parsing QuickBooks and bank statements, and Codex reviewed the code and caught errors like a wrong Schedule L mapp…
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Work & Operations
Automate monthly bookkeeping with Claude Code
A newsletter operator has Claude Code rename files, categorize expenses, match invoices to payments and build summaries, cutting about 6 hou…
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Money, Bills & Benefits
Fill out a Form 1040 with computer use
A tester gave Claude Computer Use data stored on disk and checked whether it could find the fields and fill a simplified Form 1040 accuratel…
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Money, Bills & Benefits
Write appeals and phone insurers on denied claims
Counterforce Health's AI writes appeal letters against claim denials and a voice agent calls the insurer to follow up for the user.
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Shopping & Errands
Plan meals, build grocery list and order food
ChatGPT Agent made recipes, a categorized grocery list with local prices and a Sheets export, and placed a DoorDash order but handed off for…
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Shopping & Errands
Build a grocery cart from purchase history
Instacart's AI assistant built a 27-item cart from the shopper's purchase history, turned dinner ideas into carts and flagged unavailable it…
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Shopping & Errands
Find a toy and start checkout with Operator
OpenAI's Operator picked a toy matching criteria and opened Target.com but did not complete the purchase, walking the user through checkout.
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Shopping & Errands
Let AI agents place DoorDash orders
DoorDash's dd-cli beta lets agents order food, with a demo of Claude completing a full order end to end.
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Shopping & Errands
Order pizza for a group with computer use
Anthropic engineers had Claude computer use navigate DoorDash and choose pizzas for a group.
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Shopping & Errands
Negotiate a car purchase between dealers
OpenClaw researched prices, searched dealer inventory, filled contact forms and played quotes against each other for $4,200 off; it messaged…
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Shopping & Errands
Get competing car quotes from dealerships and negotiate a lower price
An agent filled out web forms at 8-10 dealerships and emailed competing quotes against each other, reaching a deal that saved over $4,200 in…
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Shopping & Errands
Find coffee makers under $100 and add options to the cart
Perplexity Comet searched Amazon for coffee makers with a grinder, built a comparison table and added two options to the cart, stopping befo…
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Shopping & Errands
Hunt Black Friday TV deals against stated requirements
ChatGPT Agent searched deal guides and retailers for several minutes and returned five discounted TVs with buy links plus two cheaper altern…
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Travel & Bookings
Search for cheap round-trip flights from JFK
ChatGPT agent returned a table of dates and prices per destination that matched on checking, but gave no booking links so the reporter had t…
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Life Admin & Home
Fill out PDF forms like a W-9 from saved personal details
A Claude Code skill fills PDF forms from supplied details, saves the file and remembers reusable info; flat scanned PDFs are a limitation.
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Life Admin & Home
Search LinkedIn and submit tailored job applications
Claude Code drives a real Chrome browser to find matching jobs from a resume, collect them in a CSV, write cover letters, fill forms and sub…
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Life Admin & Home
Hunt for an apartment with an agent (partly failed)
A self-hosted agent surfaced broken links and mismatched descriptions at over $100 in credits; ChatGPT then compared listings and scheduled …
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Work & Operations
Run an overnight chief of staff for email and calendar
A Claude Code system triages email at 5:30 AM, preps the calendar, updates tasks, adds drive-time events from traffic data and time-blocks t…
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Life Admin & Home
Label school emails and draft parent replies
A parent's agent labels school and parent emails, drafts replies she edits and sends, and asks before adding dates to her calendar.
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Life Admin & Home
Control Gmail, calendar and errands from a chat agent
OpenClaw users manage Gmail and Calendar from Telegram, unsubscribe from emails, get daily briefings, and submit health reimbursements and f…
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Life Admin & Home
Manage Home Assistant automations with Claude Code
Adam uses Claude Code via an MCP server to search entities, read automation traces and build and debug automations like a shed motion light.
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Life Admin & Home
Run family logistics and kids' education agents
A founder runs OpenClaw agents including a household logistics assistant and a kids' education agent; her first attempt wiped the family cal…
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Life Admin & Home
Run a homeschooling family on OpenClaw agents
A mom runs five OpenClaw agents that plan lessons from curriculum photos, manage the family schedule, and built a kids' TV app deployed to a…
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Travel & Bookings
Plan and book a movie date night
ChatGPT Agent picked seats on a theater site, paused for payment details, bought tickets after confirmation, and created a calendar event.
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Life Admin & Home
Automate Instagram DMs to potential matches
A developer built an OpenClaw and Claude script that browses Instagram, finds potential matches and sends DMs for him.
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Sales, Marketing & Support
Research companies and fill a CRM for outreach
Claude Code researches target companies, creates Attio CRM records via MCP, builds personalized reports and drafts outreach; a first run con…
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Sales, Marketing & Support
Run outbound sales workflows with Claude Code
Four workflows cover pre-call research, event attendee scraping, a daily hot-leads digest, and post-call CRM updates and follow-up drafts.
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Sales, Marketing & Support
Find and vet ICP leads and plan outreach
An OpenClaw agent uses a CRM, Sales Navigator, Hunter.io and BrightData to find profiles matching the ICP, vet them and plan cold outreach c…
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Sales, Marketing & Support
Answer customer support conversations with a Zendesk agent
A Zendesk AI Agent autonomously handles over 2,000 monthly product-question conversations for a client, letting three support staff move int…
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Sales, Marketing & Support
Answer business phone calls with a voice agent
Small-business owners use AgentVoice agents to take customer calls, update records, send emails, log to HubSpot, filter spam and transfer re…
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Sales, Marketing & Support
Answer after-hours calls and book appointments
The author set up a Synthflow receptionist that captured caller details and booked next-day appointments, and a Retell agent that answered c…
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Sales, Marketing & Support
Work helpdesk tickets with Claude Code and custom GPTs
Support admins built CLIs and skills for Confluence, Jira and Zendesk with Claude Code, and used a custom GPT to draft ticket answers that h…
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Sales, Marketing & Support
Run social, SEO and content marketing with an agent
The author ran OpenClaw for four weeks with cron jobs, Telegram and MCP tools; one agent analyzed engagement and advised moving focus from X…
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Sales, Marketing & Support
Manage 10 social media accounts with agents
The author runs 10 accounts with OpenClaw agents and cron jobs, reports follower growth, and added health checks after an analytics job sile…
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Sales, Marketing & Support
Schedule social videos and posts through an agent
Users relay that their AI agent installed a scheduling skill, linked social accounts and scheduled about 100 videos; these are vendor-relaye…
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Work & Operations
Screen 115 job candidates with parallel agents
A team connected Notion to Claude Code, dispatching one agent per candidate to check data and GitHub evidence against a rubric, producing a …
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Work & Operations
Source and screen candidates with voice agents
An unnamed staffing firm used voice AI agents to contact and screen candidates, reportedly reaching 2,000 in a week; weak, vendor-adjacent a…
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Money, Bills & Benefits
Reconcile monthly business transactions
Claude Code pulled a month of transactions over MCP and matched bank rows to receipts, proposing categories; it reconciled 200 rows but misc…
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Money, Bills & Benefits
Keep company books with terminal coding agents
The author has kept books for several Swedish companies using Claude Code and Codex, which read receipts, matched bank rows, posted entries …
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Life Admin & Home
Search rentals and negotiate with landlords
An OpenClaw agent used browser automation to send 8 listing inquiries, tracked replies in a sheet and negotiated rent over three rounds in o…
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Work & Operations
Log tenant maintenance requests for rental properties
In a vendor demo, Claude Code connected to TIDY's MCP server logs maintenance requests, notifies a handyman and escalates an urgent issue.
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Money, Bills & Benefits
Track personal finances with a Claude Code assistant
The author built a Claude Code financial assistant using macro data over MCP and his own financials to track his finances, assess health and…
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Money, Bills & Benefits
Produce investment memos with Claude Cowork
The author walks non-developers through using Claude Cowork to produce a full investment memo in about 15 minutes and track the investment a…
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Money, Bills & Benefits
Build an Excel portfolio tracker from trade logs
Claude Code reads a trade log, writes and runs Python, pulls live Yahoo Finance data and exports Robinhood trade history to build an Excel p…
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Research & Knowledge
Research and benchmark competitors into a deck and spreadsheet
ChatGPT Agent mode researched the top 5 UK coffee subscription companies, benchmarked their USPs, and produced a deck and spreadsheet from o…
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Sales, Marketing & Support
Find outperforming YouTube videos and newsletter advertisers
Manus browsed YouTube for videos outperforming their channel size and identified 20 companies advertising in AI newsletters with contact det…
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Research & Knowledge
Build data pipelines and analysis for a research paper
A researcher used Claude Code as the main agent to build data pipelines and do the data analysis for a paper, generating over 98% of the cod…
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Work & Operations
Source recruiting candidates on LinkedIn and build valuation models
ChatGPT Agent logged into LinkedIn, filtered YouTube manager candidates in Bangalore into a spreadsheet, and in another demo built an Excel …
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Work & Operations
Run browser agents for small admin tasks
An educator tried agentic browsers that made a meeting poll, looked up and summarized colleagues' teaching schedules, and reformatted a slid…
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Work & Operations
Revise courses from student evaluation feedback
A professor had Claude Code summarize course-evaluation PDFs, filed themes as GitHub issues, and used agents to revise his security course a…
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Software & DevOps
Manage Canvas courses in plain English
The author built a Canvas LMS tool with Claude Code that lets educators list courses, find missing submissions, monitor forums, schedule ann…
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Shopping & Errands
Launch and run an online store with AI agents
The author used an AI store builder to launch a retail shop taking real payments in one sitting, with five agents watching orders, stock and…
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Sales, Marketing & Support
Run an autonomous loop that builds SEO pages and tools
An agent loop reading a revenue dashboard ran 365 cycles, generating 394 interlinked SEO pages and a webhook inspection tool with landing pa…
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Work & Operations
Automate freelance admin with a morning briefing agent
An OpenClaw agent sends a Telegram morning briefing, drafts weekly client status emails sent after one-tap approval, and chases follow-ups, …
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Work & Operations
Hand a one-person business to AI agents for a week
A solo owner handed their inbox and scheduler to a network of AI agents for seven days; the result was profitable but uncomfortable, with fe…
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Travel & Bookings
Book a New Delhi to Mumbai flight with computer use
The author ran Claude's computer use in a Docker demo to book a flight from New Delhi to Mumbai; Claude opened Firefox and started the searc…
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Travel & Bookings
Book flights with AI trip planners
A blog tested five AI trip planners on completing flight bookings; Kayak's agent finished through its own checkout, while ChatGPT Operator o…
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Life Admin & Home
Buy games, get mover quotes and book dinner with Muse
A reviewer had Meta's Muse buy a Switch 2 game, call four movers for quotes and help book an OpenTable restaurant.
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Shopping & Errands
Shop for shorts and handle email via an agent
A TechRadar reviewer had Muse find shorts in their size and request an Amazon login to buy, and also work on their email.
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Life Admin & Home
Find unpaid bills and suggest recipes from inbox
A WSJ reviewer connected her inbox and calendar to Muse, which found unpaid bills and suggested a recipe based on a produce delivery.
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Shopping & Errands
Buy homemade pizza ingredients from Walmart
A reviewer had ChatGPT Agent shop at Walmart for pizza ingredients, handing control back briefly for an anti-bot check.
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Shopping & Errands
Turn a handwritten grocery list into a cart
ChatGPT Agent transcribed 15 of 16 items from a photo, found the nearest store and added them to the cart, but missed onions and struggled w…
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Life Admin & Home
Plan Saturday errands and book haircuts
ChatGPT Agent planned errands, found salons with online booking and worked on booking kids' haircuts, with some steps needing human confirma…
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Shopping & Errands
Find a vintage lamp on Etsy
ChatGPT Agent worked 50 minutes and reported adding five lamps to the cart, but the user's own cart was empty as it ran on a separate comput…
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Shopping & Errands
Order pens and search for reservations and resorts
Operator found a 144-pack of pens on Staples after Amazon blocked it; restaurant booking failed and the resort search chose random dates.
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Travel & Bookings
Find London tours and order groceries
Operator found top-rated London walking tours on TripAdvisor, but its Instacart order went wrong by searching in the wrong city.
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Shopping & Errands
Order groceries with computer-use agents
The author tried Operator and two other computer-use agents on grocery shopping and found the experience too poor for ordinary consumers.
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Travel & Bookings
Phone a restaurant to book a full table
When online booking failed, OpenClaw built a calling app with an AI voice, phoned the restaurant and secured a last-minute cancellation.
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Work & Operations
Run a personal agent through Slack with memory notes and a live dashboard
The author runs OpenClaw on a dedicated machine, talks to it in Slack, keeps daily memory notes, and tracks its tasks and actions on a dashb…
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Life Admin & Home
Sort 2,200 Downloads files into folders with summaries
Cowork grouped a Downloads folder of 2,200 loose files by type and summarized each folder in under 20 minutes, mostly non-destructively.
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Content & Creative
Plan article topics and draft web articles
A web writer uses Cowork for keyword selection, building a topic table that checks overlap with past articles, and drafting articles that le…
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Work & Operations
Schedule meetings, tidy Drive and log reward balances
Claude in Chrome drafted meeting-slot emails from Calendar, sorted 900 Drive files into folders and removed about 50 duplicates, and replaye…
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Research & Knowledge
Scrape weekly Substack rankings and write a report
Claude in Chrome runs weekly to scrape Substack ranking data into a dataset, and Cowork analyzes it and writes a weekly report.
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Work & Operations
Fill slide decks and turn notes into formatted documents
Claude in Chrome fills a PowerPoint template from a short brief and turns scattered meeting notes into a formatted Word doc exported as PDF.
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Shopping & Errands
Shop for Raspberry Pi parts on Amazon with Claude
Claude searched Amazon for a Raspberry Pi, asked about mic and speaker options, and added items to the basket in about 15 minutes, slower th…
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Work & Operations
Run content research and sponsor outreach with Claude computer use
The author tested Claude computer use in Cowork and Claude Code over two days on six workflows including research, sponsor outreach and prod…
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Content & Creative
Build a Great Gatsby lesson plan in a spreadsheet
Ethan Mollick had Claude computer use build a high school Great Gatsby lesson plan with Common Core-aligned assignments in one spreadsheet.
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Research & Knowledge
Research a blog post with Claude computer use
The author used Claude computer use with Claude in Chrome to research the post itself, suggesting starting with a logged-in site and a speci…
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Life Admin & Home
Manage an inbox and build courses and budgets with Claude Code
A non-technical user filters their inbox to emails needing replies, turned 15 homeschool PDFs into interactive narrated courses, and built a…
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Money, Bills & Benefits
Draft a tax filing from bank statements with Claude Code
A roundup of user reports, including one who had Claude Code draft a tax filing from bank statements and invoices, and another who organized…
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Work & Operations
Build YouTube analytics reports and lead outreach with Claude Code
Claude Code pulled YouTube analytics via API into a verified Excel file, built a job-tracking app, and found and enriched sales leads with o…
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Work & Operations
Pull action items from emails with Claude Code
After seeing Claude Code extract and organise action items from emails in plain English, Becky tried it and built four apps in three weeks.
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Money, Bills & Benefits
Fill forms and review tax filings with Codex computer use
Secondhand accounts of OpenAI staff using Codex computer use for forms and PDFs, including one tax filing review that caught an error worth …
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Travel & Bookings
Book a restaurant and draft a reschedule email with Comet
A reviewer had Comet find and reserve a Friday 7pm table and fill in a Gmail reschedule email, leaving the send to the user.
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Shopping & Errands
Book a gym tour and compare memberships with Comet
NBC tested Comet on job applications, shopping and a gym tour; it needed intervention, booked the tour after prodding, and built a price com…
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Travel & Bookings
Search flights with airline constraints using Comet
Comet searched Lisbon-to-Taiwan flights across chosen airlines with no 737 Max and one stop max, pulling live prices and reaching the passen…
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Shopping & Errands
Find and add high-meat cat food to a basket
A reviewer had Comet's assistant find the cat food with the most meat and add it to the basket, plus some product comparison and form fillin…
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Travel & Bookings
Plan a London walking tour and hunt cheap flights
The author used Comet as default browser for a month to plan a walking tour, search flights in set windows and draft emails, noting where it…
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Content & Creative
Generate websites, a course and a 318-page ebook
A newsletter author used Manus over three days to produce websites, interactive courses and a 318-page ebook from simple prompts.
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Content & Creative
Write a beginner book on programming with AI
A blogger used Manus free credits to write a book on programming with AI for beginners and plans to publish it on Amazon.
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Content & Creative
Draft a film script outline, biography book and business card
A TechRadar writer compared Manus with ChatGPT on script research, a 10,000-word Adobe biography and a business card design.
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Software & DevOps
Write and debug code across eight test tasks
A reviewer had Manus build a currency converter, fix a find_max bug and make a landing page, with mostly strong results.
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Travel & Bookings
Research hotels and pull tax documents with Chrome auto browse
A tester used Gemini in Chrome to research Lisbon hotels across sites and fetch tax documents from payroll portals; it stopped before placin…
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Work & Operations
Triage an inbox and plan a trip with Gemini Agent Mode
A writer had Gemini archive messages in 100+ unread emails and leave reply drafts, and describes it comparing hotel prices and holding a roo…
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Shopping & Errands
Order dinner by voice via Grubhub and Uber Eats
A writer ordered dinner conversationally with Alexa+ through linked Grubhub and Uber Eats accounts, including customizing and changing the o…
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Travel & Bookings
Research and help rebook a flight with an always-on agent
An Every writer's Dot researched a flight change and flagged a clash with a colleague's recording, learned from a Slack discussion.
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Life Admin & Home
Book restaurants, research and build sites with ChatGPT Dots
The author tested Dots on a restaurant booking, research and site-building; booking completed slowly, research and building were useful, cal…
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Software & DevOps
Configure a local AI lab and build a knowledge graph by chat
Users had Hermes Agent set up a local AI stack (liteLLM, Postgres, Prometheus, Grafana) and install Gbrain as an MCP server to build a perso…
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Life Admin & Home
Clear leftover installers and fetch a YouTube transcript
Scout ran PowerShell to delete 31 leftover installers (4.4 GB) after asking permission, and installed a tool to save a YouTube transcript wh…
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Sales, Marketing & Support
Run marketing research and copywriting drafts with agents
The author built OpenClaw-style agents for research, content structure and first-draft copy; research saved 2-3 hours a week and agents need…
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Work & Operations
Triage inbox, draft replies and manage calendar from a desktop agent
A reviewer used Scout to summarize a Microsoft 365 inbox, draft replies, manage calendar events, browse and work with local files; it needs …
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Software & DevOps
Hand narrow code changes to Devin for pull requests
A team used Devin for a month on small fixes like chart formatting and API edge cases, with tests and PRs; a complex full-stack task went po…
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Software & DevOps
Add a third-party API integration via Devin PR
Devin opened a PR with the endpoint and backend wiring that was merged, but missed API key logic, code style and abstraction, needing review…
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Software & DevOps
Build and test a simple endpoint project with Devin
A reviewer had Devin set up a project, write code, install dependencies, test endpoints and add error handling in about 4 minutes on a simpl…
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Software & DevOps
Turn Slack and Linear tasks into PRs and fix CI
Cognition staff assign Devin work in Slack or Linear; it posts PRs, fixes bugs flagged by review bots and works CI and lint failures until c…
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Software & DevOps
Build apps, debug repos and set up CI/CD with Devin
A review lists Devin building a full-stack to-do app, debugging a public repo with a PR, and doing Docker setup, deployment and CI/CD.
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Software & DevOps
Build a searchable map of funded companies
A software engineer had Replit Agent build a searchable map of Wefunder brick-and-mortar companies in about 3 hours for about $22.
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Software & DevOps
Build a full web app with database, storage and landing page
The author used Replit Agent to build a Postgres-backed web app with image storage, analytics and a landing page; an S3 switch failed and wa…
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Software & DevOps
Build and deploy a Hacker News scraper app
Replit Agent generated a scraper, database models, API endpoints and front end that stores and shows Hacker News items, then deployed it.
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Software & DevOps
Ship a backlog landing page from a ticket spec
Cursor's background agent built a pricing landing page from a short spec in about 5 minutes on a new branch and opened a PR.
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Software & DevOps
Prototype product features as a non-coding PM
A founder used Cursor agents to find prototype gaps, draw ASCII wireframes, and plan and implement a feature with parallel agents in worktre…
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Work & Operations
Draft email replies and LinkedIn posts with n8n workflows
The author built n8n workflows that draft Gmail replies for approval, generate LinkedIn posts from a topic, and extract tasks from emails in…
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Work & Operations
Send tone-adjusted overdue invoice reminders
An n8n agent checks customer payment statuses, finds overdue invoices, picks a polite or firmer tone by days overdue, and emails reminders, …
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Life Admin & Home
Turn chat messages into Google Calendar events
An n8n calendar agent takes a chat message, extracts event title, location and times, and creates a Google Calendar entry.
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Work & Operations
Screen job applications and summarize in a digest
A hiring manager used Zapier Agents to pull in applications on a schedule, summarize them, filter out mismatches, and optionally reply to ap…
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Work & Operations
Research calendar guests and send a Slack briefing
The author built a Zapier agent that researches Google Calendar guests via web search, drafts a short summary, and sends it on Slack.
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Sales, Marketing & Support
Spin up a customer-support agent from a prompt
The reviewer prompted Lindy to build a support agent, connected Google and Slack, and had it ready to run; only setup was described, no long…
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Work & Operations
Create AI notetakers for meetings
A user who moved from n8n to Lindy uses it with Outlook and Slack to create and manage AI notetakers so they no longer take meeting notes by…
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Work & Operations
Resolve routine support tickets and prep daily briefings
Lindy agents handle routine support tickets and, for one founder, prepare daily briefings and manage calendar conflicts, per a vendor-publis…
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Travel & Bookings
File airline delay compensation and rebook a flight
A user had Muse file for compensation after a 7-hour delay, getting a $250 Delta credit, rebooking a new flight and answering the support em…
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Travel & Bookings
Book flights with credits and manage reservations
A user had Muse use unused Southwest credits to book a flight, watch for better seats, handle OpenTable reservations and keep a trip dashboa…
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Money, Bills & Benefits
Dodge car dealership upsells and find gift cards
A user said Muse helped avoid upsells and fees at a car dealership, saving $1,250, and another said it found an unused $200 Verizon gift car…
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Money, Bills & Benefits
Find cheaper car insurance
A startup founder said Muse found car insurance costing $3,500 less per year than his original plan.
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Money, Bills & Benefits
Negotiate bills, handle returns and cancel subscriptions
A Meta employee said Muse negotiated an AT&T bill, found Amazon returns, returned IKEA furniture and filed a vet claim; another had a forgot…
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Money, Bills & Benefits
Find subscriptions and cheaper phone plan to save money
A reporter's Muse flagged Patreon and Substack subscriptions and a cheaper phone plan, about $35 in useful savings, far below $1,000.
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Money, Bills & Benefits
Find idle cloud charge in receipts and get refund
Muse reviewed a year of receipts, found an idle Google Cloud database costing $9.54 a month, and drafted a follow-up that got $114.14 waived…
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Money, Bills & Benefits
Catch fraudulent charges and recover subscription money
Users said Muse caught a recurring fraudulent charge the bank missed and found a forgotten book subscription and got the money back; savings…
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Shopping & Errands
Handle an IKEA return end to end
Muse dealt with IKEA customer service and scheduled the pickup, which showed up at the user's door after he had forgotten about it.
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Shopping & Errands
Build and order a grocery cart from an idea
Through the Instacart connector, Muse turns an idea like Taco Tuesday into a cart at the preferred store, checks out and arranges delivery.
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Work & Operations
Prep meetings and check inbox against calendar with Muse
The author ran work tasks in Muse: it found the right email thread for meeting prep and cross-checked emails against the calendar for confli…
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Life Admin & Home
Unsubscribe from unread mailing lists via Gmail
Reporters connected Muse to Gmail; it found never-opened emails, let the user choose which to drop, then carried out the unsubscribe request…
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Money, Bills & Benefits
Audit AI tool subscriptions from email receipts
A tester had Muse scan connected accounts and receipts and list over a dozen AI tool subscriptions, flagging overlaps, though it missed some…
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Software & DevOps
Build an iCloud skill with a Muse agent
A screen-reader user asked their Muse agent to build an iCloud skill and it produced something, but accessibility problems with the text fie…
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Software & DevOps
Audit hundreds of pull requests with a terminal coding agent
In an independent test, Muse Code audited 222 pull requests in under five minutes for about ten cents, but also built a plan on a Google pro…
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Software & DevOps
Triage issues and open fix PRs with a GitHub bot
A cookbook shows a GitHub bot that triages issues, reviews PRs, answers questions with citations, flags AI-slop contributions, and opens pat…
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Money, Bills & Benefits
Track subscriptions and renewals from Gmail
The writer used ChatGPT Agent to search Gmail for renewal emails, extract service, date and cost into a list, and ask before unsubscribing; …
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Money, Bills & Benefits
Negotiate bills by emailing providers to match competitors
A ChatGPT workflow finds bills in statements, looks up competitor prices, emails providers via Gmail asking them to match, and summarizes ou…
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Travel & Bookings
Find and rebook flights for a trip
A former travel worker had ChatGPT search flights via Kayak and suggest earlier return options, then booked a Houston-to-NYC flight.
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Shopping & Errands
Build an Instacart grocery cart from a chat request
A reporter connected Instacart to ChatGPT, which assembled the cart for formula, ice cream and fruit and opened a checkout confirmation in c…
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Shopping & Errands
Order office groceries from Slack requests
A startup's OpenClaw agent collects Slack requests, compiles a list, gets approval, builds the Instacart cart via ChatGPT's app, and posts t…
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Research & Knowledge
Research laptops and build a comparison table and deck
The reviewer had ChatGPT Agent research budget laptops over about 30 minutes; research was decent but the deck looked cheap. It also built a…
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Shopping & Errands
Find and buy a same-day-delivery fern as a gift
In Agent mode the author had ChatGPT search local plant shops and fill the checkout form, stopping for him to click buy, then reported the o…
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Sales, Marketing & Support
Run marketing tasks like getting past gated lead forms
An SE Ranking marketer tested ChatGPT Agent on marketing tasks including a gated HubSpot report; it fully succeeded in only two of five runs…
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Research & Knowledge
Compile an annotated bibliography and draft a paper
ChatGPT Agent searched academic databases for recent open-access empirical papers, grouped them by field, wrote an annotated bibliography, n…
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Research & Knowledge
Collate WHO data into a multi-tab spreadsheet
Testers had ChatGPT Agent navigate the WHO site, extract the latest data and organise it by indicator, country and trend; it often fails on …
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Work & Operations
Run portfolio, attribution and real estate analyses with Agent Mode
A reviewer ran ChatGPT Agent Mode through five business tests, including equity portfolio analysis, marketing attribution and real estate sc…
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Research & Knowledge
Compile genealogy research into a spreadsheet and plan
A commenter had ChatGPT build a spreadsheet for her genealogy research, and agent mode was recommended for compiling and formatting findings…
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Content & Creative
Create a presentation on AI career and salary trends
A tester had ChatGPT Agent build a generative AI careers deck; the result was basic with hard-to-read tables, and the Canva connector was re…
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Research & Knowledge
Research AI training case studies and build a summary deck
A team had Agent Mode research case studies from McKinsey, PwC and similar firms and make a slide deck in 32 minutes, with some image and ov…
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Games & Simulations
Play online math games in agent mode
The author had GPT-5 in ChatGPT agent mode play online versions of Math Games with Bad Drawings, and it mostly worked, unlike earlier rental…
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Games & Simulations
Test a browser agent on web games
Researchers had ChatGPT Atlas's browser agent play T-Rex Runner, Sudoku, Flappy Bird and Stein.world; it did well on logic puzzles like Sudo…
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Games & Simulations
Play Pokémon Silver on an emulator via Computer Use
A user had ChatGPT with Computer Use control a Pokémon Silver emulator, picking a starter and starting a playthrough, though usage limits we…
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Games & Simulations
Let general-purpose agents choose and play their own games
AI Village gave agents a computer to pick games; GPT-5 spent the week on Minesweeper without winning and built a Google Sheets scoresheet to…
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Travel & Bookings
Make a dinner reservation with Operator
Marily recorded her first try using Operator to make a dinner reservation, liking that it skipped searching and detail entry, but found it s…
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Life Admin & Home
Test Operator on legal paperwork, party planning and shopping
The author tried Operator on five use cases; party planning was 'meh' and Amazon shopping failed because it couldn't add items to the cart.
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Sales, Marketing & Support
Research sales leads with Operator
Testers ran Operator on lead research; after a CAPTCHA handover it lost its mission and returned generic company profiles instead of qualifi…
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Research & Knowledge
Collect financial data on 100 independent schools
A writer had Operator gather financial data for independent schools in the background; it was slow and was stopped after about 25 schools, t…
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Content & Creative
Build a benchmark image collage in Canva
The author had ChatGPT Agent log into Canva and build a collage of benchmark results; after over 75 minutes the result was poor as it fumble…
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Games & Simulations
Play Wordle in a browser with a computer-using agent
Researchers had OpenAI's Computer-Using Agent play NYT Wordle; it solved only 5.36% of about 200 runs, mainly from misreading tile colors.
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Money, Bills & Benefits
Turn vet charges into ready-to-send pet insurance claims
A personal OpenClaw agent spots vet charges in the bank feed, finds the invoice in Gmail, fills the insurer's PDF form, drafts the email and…
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Shopping & Errands
Pre-stage household grocery carts from Instacart history
An OpenClaw add-on scrapes Instacart order history, predicts what the household is running out of, fills the cart twice weekly and texts; no…
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Shopping & Errands
Buy products through an agent and track the order
Per Rye, a user had his OpenClaw agent find products and check out via Rye's checkout API, with items delivered and order status polled afte…
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Work & Operations
Run a VC analyst agent over Telegram
A VC set up an OpenClaw agent as an analyst on a cheap VPS, reachable by Telegram, which he says could save dozens of hours per quarter.
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Research & Knowledge
Build searchable knowledge bases from videos and papers
An OpenClaw agent runs a YouTube summariser and a paper-condensing tool, saving Markdown into two indexed knowledge bases for videos and pap…
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Software & DevOps
Vibe-code and deploy an idle clicker game
Gilbert Pellegrom had his OpenClaw agent build a simple idle game from a conversation, commit it to GitHub and auto-deploy it to Vercel.
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Games & Simulations
Have an agent play Forza Horizon and web games
Developers showed OpenClaw playing Forza Horizon on its own, imperfectly, and built playable bots for a multiplayer web game.
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Games & Simulations
Play Doom with computer-use agents as an informal benchmark
The OpenClaw team used computer-use agents to play Doom on remote machines, treating game performance as an informal way to improve the comp…
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Content & Creative
Draft and publish blog posts with an SEO-aware agent
An author's OpenClaw agent learns his voice, finds SEO gaps, drafts posts, publishes on his Telegram approval and drafts revision briefs whe…
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Content & Creative
Edit video through chat with subtitles and export
A developer built an OpenClaw skill that sends chat requests like Chinese subtitles and mp4 export to a backend video editor and returns the…
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Content & Creative
Curate a weekly newsletter from RSS feeds
OpenClaw monitors RSS feeds, scores items, compiles a digest with intros and sends a Telegram preview; the owner approves and it sends.
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Software & DevOps
Investigate broken builds and merge fixes
OpenAI's internal OpenClaw agent Androidclaw uses Git, GitHub and logs to investigate broken builds, trace problems to incidents, and someti…
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Software & DevOps
Triage failed GitHub Actions runs and self-heal flaky tests
A QA engineer's OpenClaw agent reads failed CI logs, classifies failures, posts analysis to GitHub and Slack and opens issues; flakiness fel…
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Work & Operations
Deliver scheduled article digests to Telegram with OpenClaw cron jobs
A developer fixed OpenClaw cron jobs that ran without delivering by turning thinking mode off, after which six articles reached Telegram in …
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Money, Bills & Benefits
Do bookkeeping and tax prep from a folder of documents
Cowork sorted tax documents, built a bookkeeping spreadsheet, estimated refunds, flagged missed deductions and wrote a briefing for the tax …
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Money, Bills & Benefits
Find recurring subscriptions in bank statements
Cowork reads a folder of bank statements, finds recurring charges and builds a dashboard of active and cancelled subscriptions and monthly s…
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Shopping & Errands
Draft refund emails from a photo and Gmail receipt
Cowork finds the receipt in Gmail, extracts the order number and date, and drafts a refund email for the user to review and send.
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Security, Science & Hardware
Control and calibrate a robotic hand with OpenClaw
An OpenClaw agent running Claude drove a 16-joint printed hand, checked its actions with a USB camera, calibrated firmware and narrated in T…
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Security, Science & Hardware
Drive a 7-axis robot arm with natural language
OpenClaw is taught a skill and rules for the NERO arm, then writes and runs Python control scripts from plain-language movement requests.
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Shopping & Errands
Fill a grocery basket from a regular-items sheet
Claude in Chrome added about 24 items to an ASDA basket from a Google Sheet, but the user still had to fix items and check out.
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Life Admin & Home
Handle household logistics and bills with Cowork
The author ran Cowork for weeks on family logistics, recurring bills, meal planning and a child's activity schedule.
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Money, Bills & Benefits
Turn forwarded receipts and bank data into expense and tax summaries
Users report Cowork building a Monday expense report from forwarded receipts and a tax-prep summary from a year of transactions, plus home m…
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Sales, Marketing & Support
Find and score leads from social post engagers
A Cowork agent scrapes LinkedIn post engagers via Apify, enriches via Apollo, scores them against an ideal customer, and drafts outreach for…
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Work & Operations
Reconcile bank statements with invoices
Cowork cleaned vendor names, categorized expenses, matched invoices to transactions, flagged missing ones, built an Excel file and renamed i…
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Shopping & Errands
Email Houston dealerships to shop for a car
Cowork built a dealership tracking sheet, sent outreach emails, filled web forms and managed replies; a separate 100+ receipt expense job hi…
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Work & Operations
Run a daily chief-of-staff agent across inbox, calendar and CRM
A surgeon runs about twenty scheduled Cowork tasks that triage email, prep meetings, flag stale deals and leave drafts ready in a dashboard.
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Work & Operations
Delegate calendar, inbox and travel booking to a personal work agent
Authors use Cowork or Claude Code to schedule invites, triage email, book flights and hotels, pull Airtable data and scrape exhibitor lists.
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Work & Operations
Automate recurring work with scheduled Cowork tasks
The author tested six scheduled tasks: email briefings, file cleanup, Stripe reporting, invoice reconciliation, notes tidying and flight pri…
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Work & Operations
Turn trip receipts into an expense report and triage files
The author used Cowork to build an expense report from 47 receipts, pick what to read from 4,992 files and make slide decks via Gamma.
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Life Admin & Home
Build a 12-day homeschool curriculum from PDFs
Cowork read 12 PDFs of worksheets and reading material, organized them by subject and built a 12-day curriculum to the requested schedule.
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Games & Simulations
Build Godot games with paired design and coding agents
Cowork handles design docs, task queues and playtests while Claude Code writes GDScript and runs Godot and git.
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Content & Creative
Take a video from thumbnail to published with promo posts
Cowork proposes a Figma thumbnail, uploads the video to YouTube with metadata, and drafts and schedules X, Bluesky and LinkedIn promo posts.
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Content & Creative
Generate a daily podcast briefing from newsletters
The author tested Cowork on a morning podcast from newsletters via Readwise and n8n MCP, plus video and 3D print design, noting what worked …
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Content & Creative
Repurpose a newsletter into social content
One Cowork prompt turns a finished newsletter into a carousel, reel script, LinkedIn post and Substack note; it also built a Notion hub.
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Content & Creative
Create and schedule social content through Blotato
Cowork with the Blotato connector produces a LinkedIn post with infographic, turns a YouTube video into a carousel, and schedules posts acro…
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Sales, Marketing & Support
Repurpose customer interviews into posts and newsletter copy
A reusable Cowork skill turns one customer interview into a blog post, LinkedIn update and newsletter paragraph, with human review at each s…
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Security, Science & Hardware
Reverse engineer Claude Desktop to find a path to Linux support
A maintainer pointed Claude at the minified Claude Desktop app to find why Cowork only runs on macOS; it found the VM and sandbox layers and…
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Security, Science & Hardware
Run a home robot through Claude Desktop
Tal Raviv controlled a robot via Claude Desktop with his usual email and calendar tools; it proposed patrolling the house and publishing a f…
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Work & Operations
Check hotel reservations and guest check-ins on Booking.com
A small-hotel owner in Riga runs scheduled Cowork tasks that use Claude in Chrome to check reservations and verify check-ins in the Booking.…
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Travel & Bookings
Shortlist business-trip hotels into a Google Sheet
A Claude in Chrome shortcut searches Booking.com for hotels near downtown under a price cap and logs each with price, rating, distance, amen…
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Travel & Bookings
Book flights and hotels, stopping at payment for approval
Claude Cowork drove the browser through Claude in Chrome to book 8 flights and 5 hotels, filling traveler details and seats and pausing at p…
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Travel & Bookings
Book travel and find restaurant reservations
Claude books flights and hotels in a company travel system, and a prompt finds top-rated restaurants, identifies their reservation systems a…
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Money, Bills & Benefits
Negotiate a billing credit from AT&T
Claude in Chrome negotiated a $100 credit from AT&T in a billing dispute with no human involvement, one of five use cases tested.
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Money, Bills & Benefits
Fight consumer claims and recover refunds
The author uses Claude and its Chrome extension to file complaints and dispute charges, reporting ten wins and over $12,000 recovered, while…
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Money, Bills & Benefits
File FSA reimbursement claims from invoice PDFs
Claude Code with the Chrome extension parsed Amazon invoice PDFs and spotted duplicates, but couldn't upload files and was slow, so the user…
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Work & Operations
Automate web-form entry and Gmail cleanup
The author tested Claude for Chrome on repetitive forms, where it started entering wrong data and slowed down, and on archiving newsletters …
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Sales, Marketing & Support
Set up Google Ads campaigns through the UI
A non-engineer PM had Claude in Chrome operate Google Ads to create four US English campaigns with headlines and copy; a short test showed a…
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Research & Knowledge
Summarize 20 articles into a cited document
An agent extracted key insights from 20 articles, found common themes and produced a cited summary; the write-up estimates 18 minutes versus…
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Software & DevOps
Test local web apps and fix errors in one session
Claude Code with Claude in Chrome writes code, opens localhost, clicks through the UI, reads console errors and fixes them without the devel…
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Software & DevOps
Debug frontend UI bugs with a browser agent
A frontend developer pairs Claude in Chrome with Claude Code to open the app, click through it, read the DOM, check console errors and netwo…
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Content & Creative
Edit and migrate Substack posts with a browser agent
The author gave Claude in Chrome three Substack tasks (live edit, post migration, note insertion), walked away, and returned to find all thr…
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Shopping & Errands
Shop on Amazon and build pages with the Claude Chrome extension
A reviewer used the Claude Chrome extension for Amazon shopping, building an interactive model timeline from one prompt, and translating and…
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Life Admin & Home
Audit and fix a Home Assistant setup
The writer had Claude audit their Home Assistant config, using the Chrome connector to click through the dashboard and paste config blocks i…
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Money, Bills & Benefits
Review IRS Tax Court case files and draft a settlement letter
A Tax Court defendant used Claude in Chrome to open and summarise portal documents in about 20 minutes, then Claude Desktop and Claude Code …
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Money, Bills & Benefits
Prepare federal and state tax returns from a folder
A Redditor pointed Claude at their tax folder and asked it to do their taxes; they say returns for 2024 and 2025 came back in 15 minutes and…
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Life Admin & Home
Bulk-unsubscribe from Gmail newsletters
A PCWorld writer had Claude Cowork pick newsletters safe to cut, then unsubscribe in bulk via the Chrome extension with a JavaScript functio…
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Shopping & Errands
Find vegetarian restaurants and save notes via computer use
The author ran Anthropic's computer-use demo in Docker and had Claude find 5 vegetarian-friendly restaurants near Bond Street and save detai…
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Work & Operations
Hand a day of busywork to Cowork
The author gave Cowork a day of busywork, including pulling numbers from three sources into a report that needed light editing and a schedul…
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Research & Knowledge
Search literature and write notes into Zotero
A researcher uses Claude to search Google Scholar, follow citations, query a Zotero library in natural language, and write summary notes int…
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Software & DevOps
Click through macOS app builds to catch visual bugs
A developer used Claude Code computer use to compile, launch, and click through macOS app screens to find layout bugs.
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Software & DevOps
Autonomously test an entire iOS app and report bugs
A tool lets Claude Code drive an iOS app through the accessibility tree, tap every screen, and return a structured bug summary.
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Games & Simulations
Let agents play computer games all day
Agents including Claude Opus and o3 were given computers to independently play games like 2048 for hours.
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Money, Bills & Benefits
Audit subscriptions and email companies to cancel them
Claude Code pulled transactions across credit cards, flagged recurring charges, and drafted cancellation emails, recovering $700.
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Money, Bills & Benefits
Build a personal tax refund calculator instead of paying a CPA
A user had Claude Code build an interactive tax calculator using 2025 tables to avoid a $300 CPA fee.
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Security, Science & Hardware
Reverse engineer a classic game ROM via Ghidra MCP
The author connected Claude to Ghidra through MCP to analyze and rename functions in an Atari River Raid ROM.
Read case →
Security, Science & Hardware
Design and build a robotic arm with no CAD experience
A builder used Claude Code with FreeCAD and Claude Vision to design, print, and assemble a 5-DOF servo arm with vision and voice control.
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Work & Operations
Extract vendor PDFs and create QuickBooks invoices
A custom integration built with Claude Code extracts data from vendor PDFs and creates categorized invoices in QuickBooks Online.
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Money, Bills & Benefits
Track personal finances nightly from bank emails
A non-coder had Claude Code build a finance tracker that pulls bank emails, categorizes spending, and runs nightly on a Raspberry Pi.
Read case →
Work & Operations
Build a newsletter performance dashboard without coding
A non-coding media operator had Claude Code build a dashboard tracking newsletter performance across a network in about 30 minutes; a solo C…
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Life Admin & Home
Run life admin and to-dos from Claude Code
A new mom and entrepreneur uses Claude Code to capture to-dos, break overwhelming tasks into 10-minute first steps, and learn her preference…
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Money, Bills & Benefits
Extract expenses from credit card statements into Excel
The author had Claude Code read a folder of credit card statements, learn his patterns, and put relevant expenses into an Excel sheet, savin…
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Sales, Marketing & Support
Build prospect lists and cold emails from the web
Claude Code driving the author's logged-in Chrome read seed pages and LinkedIn profiles to find 25-30 sourced prospects; about 20 emails sen…
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Sales, Marketing & Support
Rewrite low-CTR meta titles and audit sites for SEO
An SEO agency tests Claude Code with a CMS API and Search Console to rewrite meta tags for low-CTR pages, push changes, and audit robots.txt…
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Sales, Marketing & Support
Audit a blog's SEO with a browser
A developer used Claude Code with Puppeteer MCP to browse their blog, check meta tags, speed, structured data and mobile views, and write a …
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Sales, Marketing & Support
Generate ad variations and pull campaign data for growth marketing
Anthropic's growth marketing team used Claude Code to flag underperforming ads from a CSV and generate hundreds of Google Ads variations, pl…
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Content & Creative
Turn newsletters into branded LinkedIn carousels
A newsletter writer built a Claude Code skill that converts a newsletter URL or text into 5-10 slide HTML/CSS carousels in under 5 minutes.
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Sales, Marketing & Support
Triage support tickets and draft replies
A Claude Code skill builds scripts against support, billing and database APIs to list and triage tickets, gather billing context, draft repl…
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Research & Knowledge
Link journal entries and write book reviews in Obsidian
The author uses Claude Code in their Obsidian vault to add backlinks and entity notes to journal entries and to turn brain dumps into format…
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Research & Knowledge
Search years of research files in an Obsidian vault
Claude Code, guided by a CLAUDE.md, searches research papers, scans and PDFs via Spotlight, extracts text, and files daily notes in dated fo…
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Research & Knowledge
Synthesize interview transcripts and PDFs for research
Claude Code is pointed at transcripts and PDFs to produce theme summaries, evidence tables and annotated bibliographies; a UX researcher run…
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Content & Creative
Compose songs by writing synthesis code
The author ran one-shot experiments where Claude Code wrote Python to synthesize music, including a rock song with sung lyrics via macOS say…
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Content & Creative
Compose and produce music through conversation
The author used Claude Code to write music and lyrics and build tooling integrated with Bitwig; one honky-tonk song was made entirely by con…
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Content & Creative
Draft and schedule a weekly newsletter
A /newsletter command in Claude Code finds the week's posts, drafts in the author's voice, gets approval, then creates and schedules the bro…
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Content & Creative
Index a newsletter archive and repurpose writing
Per the guide, Casey Newton used Claude Code to index 818 newsletter editions in under 30 minutes, and writers audit note vaults and turn es…
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Software & DevOps
Migrate a SaaS from AWS to DigitalOcean
A developer used Claude Code as a pair programmer for provisioning, database seeding, SSL, DNS cutover and production debugging, finishing i…
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Software & DevOps
Migrate a legacy product stack with Claude Code
An engineer ran a proof-of-concept that consolidated 4 repos into 2, moved MySQL to PostgreSQL, upgraded frameworks and replaced the auth mo…
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Software & DevOps
Migrate toolchain, architecture and site design with Claude Code
A developer had Claude Code switch a monorepo to oxlint/oxfmt, restructure the architecture and redesign a site, validating in a loop; the r…
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Games & Simulations
Build and balance a live Telegram RPG
A non-coding PM had Claude Code write a Telegram RPG bot, deploy it over SSH, and run tens of thousands of test fights to rebalance classes.
Read case →
Games & Simulations
Build a 2D platformer game without coding
A content creator with no coding experience used Claude Code to build a black-and-white wave-combat platformer in HTML canvas and played it …
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Games & Simulations
Build retro games with a child using Claude Code
An author builds games like a space shooter and an animal hospital game with his 7-year-old, using pixel art assets and a spec drafted via C…
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Games & Simulations
Add a battle-of-Alesia expansion to a 1990s game remake
Nate Combs used ChatGPT for research and a prompt, and Claude Code implemented the expansion, iterating on his playtest feedback.
Read case →
Travel & Bookings
Plan a vacation with a custom Codex-built website
Claire had Codex research hotels, map them on Google Maps and deploy a trip site from her phone; its browser also navigated to checkout for …
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Travel & Bookings
Recommend a hotel from client notes using Codex
A travel advisor had Codex use client notes to recommend a Belmond hotel in Italy, checking live booking engines and generating a detailed W…
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Work & Operations
Email scheduled project summaries with Codex
A guide sets up a Codex automation that reads project files on a schedule and emails a weekly summary via the Gmail plugin.
Read case →
Work & Operations
Summarize transcripts and build documents with Codex
A guide shows Codex summarizing transcripts into a Word doc, building an Excel revenue model and making carousel images from a document.
Read case →
Sales, Marketing & Support
Rank CRM prospects and draft outreach with Codex
A demo has Codex pull CRM data, rank top accounts, and build a 13-slide deck with per-account strategy and draft outreach emails.
Read case →
Sales, Marketing & Support
Make daily safe SEO fixes with a Codex automation
A scheduled Codex automation reviews analytics and SEO notes each morning, picks five safe fixes like internal links and metadata, and appli…
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Life Admin & Home
Handle family errands and recipe sorting with Codex
A communications professional had Codex email her son's doctor for a refill and sort 240 recipes down to 62 family-fit ones into an index, s…
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Life Admin & Home
Run Codex tasks on your Home Assistant config
An integration starts Codex CLI tasks against a Home Assistant config to diagnose failing automations, check dashboards for broken cards and…
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Research & Knowledge
Automate a weekly arXiv paper triage
A weekly Codex automation searches arXiv for keywords, logs new papers to a CSV, sorts them into keep/skim/drop buckets and can check claims…
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Research & Knowledge
Screen research papers against criteria
Codex reads a folder of PDFs to find articles that disagree with an argument, screens about fifty papers for a systematic review, and cleans…
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Content & Creative
Design a personal website from a markdown spec
The author had Codex CLI read a design spec and iterated on it to design his personal site, and he can reuse the spec on other projects.
Read case →
Software & DevOps
Debug overnight with a long-running agent
The author leaves Codex CLI running for hours to add debug prints and test hypotheses against a reproducing unit test, often only to find th…
Read case →
Software & DevOps
Diagnose a killed process on a server
Codex CLI over SSH found the OOM killer in kernel logs on a 2 GB droplet with no swap and listed fixes by risk without changing anything.
Read case →
Games & Simulations
Build a racing game from a single prompt
Codex made a racing game with multiple racers, eight maps and items from one prompt, acting as designer, developer and QA tester by playing …
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Security, Science & Hardware
Generate a robot arm CAD model from one prompt
A text-to-cad skill let Codex produce a 7-DOF robot arm with kinematics, a GUI and STEP parts in one demo prompt, though not the gripper.
Read case →
Security, Science & Hardware
Repair formal proofs for a verified garbage collector
Codex edited files and ran builds to repair CertiGC proofs; it handled local repair well, but humans had to check that its invariants preser…
Read case →
Travel & Bookings
Book a Southwest flight from a search
A Travel Weekly reporter had Comet book a chosen Southwest flight on a logged-in account, selecting the fare and entering personal details.
Read case →
Travel & Bookings
Shortlist destinations and compare stays
Comet shortlisted sunny destinations by flight time from Amsterdam, then pulled Airbnb and Booking.com listings into a comparison table.
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Life Admin & Home
Fill out booking forms automatically
A reviewer had Comet fill out booking forms and a questionnaire across several sites, pausing only to confirm completion.
Read case →
Shopping & Errands
Build an Instacart list for a charcuterie board
Comet added about 20 items to an Instacart cart from ShopRite in about five minutes, choosing cheapest or bestselling items, and declined to…
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Travel & Bookings
Research restaurants and hotel availability for trips
A writer used Comet to browse Michelin restaurants for Copenhagen, check Japan hotel availability, and look for deals.
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Sales, Marketing & Support
Scrape startup directories for leads in parallel
The author used Comet to spawn multiple agents scraping ProductHunt for cold leads who could benefit from Reddit marketing.
Read case →
Sales, Marketing & Support
Find laid-off LinkedIn prospects and draft outreach
Comet scanned LinkedIn posts through her logged-in account, pulled names and links, and drafted outreach notes for review in under a minute.
Read case →
Content & Creative
Automate LinkedIn content creation
The author used Comet to automate their LinkedIn content workflow and reports 5 unexpected Gumroad sales.
Read case →
Sales, Marketing & Support
Run marketing prospecting and SEO research
Comet found growth-signal e-commerce companies, built contact lists with Gmail drafts, mined Reddit for SEO questions, and audited a checkou…
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Work & Operations
Draft and send an email through Gmail
Comet wrote an SEO email and sent it to the author without asking for review; it arrived with markdown formatting problems.
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Research & Knowledge
Compile recent LLM research papers into a Word doc
Comet found major LLM/agent training papers from six months with links and analysis, then saved them to a Word doc via Outlook.
Read case →
Security, Science & Hardware
Open recent protein-ligand structures in PDB
A researcher had Comet find the three latest GSK3B protein-ligand complexes in the PDB and open each in Ligand Interaction view.
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Research & Knowledge
Research conference speakers and organize tabs
Comet researched 50 HumanX speakers, surfaced themes and podcast guests, built a camera spec table, and cleaned up tabs.
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Research & Knowledge
Find Reddit threads on reader pain points
A newsletter writer had Comet find Reddit threads on reader pain points, finding extra sources in about 15 minutes without intervention.
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Research & Knowledge
Email a daily AI news brief and build slide decks from tabs
Comet searches the day's AI news, picks the top 5 stories and emails a brief, and merges tagged tabs and reports into a cited Google Slides …
Read case →
Software & DevOps
Delegate web research from Claude Code to Comet
An MCP server lets Claude Code hand web navigation, login-walled pages and research to Comet while it keeps coding, then returns results.
Read case →
Travel & Bookings
Book hotel rooms across booking engines
Manus was tested on 11 hotel booking engines and got through date and room selection on 8, but handed back at payment details so no booking …
Read case →
Travel & Bookings
Research hotels for a 14-day Japan trip
Manus searched Booking.com for well-rated hotels, cross-checked reviews and transit, and returned three options per city; the author rated i…
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Shopping & Errands
Research buying a yak
Manus navigated sites, handled pop-ups and summarized findings, but took 15 minutes, used 300 credits, and needed manual takeover when stuck…
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Life Admin & Home
Find Prague apartments and contact landlords
Manus browsed listings and returned five apartments, but looped and made mistakes when asked to email landlords to schedule viewings.
Read case →
Sales, Marketing & Support
Research dentist offices and build an outreach CRM
Manus found 40+ Los Angeles dental offices with contact details across directories, then built a CRM app with dashboard, profiles and notes.
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Work & Operations
Turn lead CSVs and sales data into dashboards
Manus turned a large lead CSV into a dashboard in about 20 minutes and charted coffee shop sales data with Python, though it sometimes loope…
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Work & Operations
Build an expense and inventory tracking app
A user had Manus create an app to track their business expenses and inventory, and says it works as envisioned.
Read case →
Sales, Marketing & Support
Review Meta ad performance inside Ads Manager
An agency tested Manus on a real ecommerce client's Meta ads account; it reported a 14.25x ROAS against an actual 1.76x and corrected itself…
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Research & Knowledge
Run first-pass topic research, then verify references
A commenter uses Manus for first-pass research, then has Genspark double-check every reference and flag problems.
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Research & Knowledge
Draft research by gathering many web sources
A G2 reviewer uses Manus to scrape sites, read images and gather many sources into a summary in the background, but says credits run out fas…
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Research & Knowledge
Extract CRM pricing and ratings into a spreadsheet
A reviewer had Manus visit the top 15 CRM sites and pull pricing tiers, free plan limits and G2 ratings into a spreadsheet; long tasks were …
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Content & Creative
Build a consultancy-style deck from a vague prompt
The author had Manus Slides research sources and build a 16-slide outline on 2025 generative AI trends in UK English.
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Content & Creative
Generate slide decks from titles and a branded template
A reviewer had Manus find content for slide decks and produce a monthly marketing report in an uploaded PPTX template; editing tools were li…
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Content & Creative
Make an AI trends presentation
The author had Manus 1.6 Lite build a 2026 AI trends deck; research was deep but generation took over 10 minutes and slides were monotonous.
Read case →
Content & Creative
Create a presentation on agentic AI in retail
The author had Manus Slides research and build a deck, added a slide mid-run, and fixed some overlapping text after export.
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Content & Creative
Turn videos and company research into slide decks
The author describes Manus watching a YouTube video to make a slide deck and researching companies for investment potential into a presentat…
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Games & Simulations
Code a 3D plane game in the browser
A Hugging Face product head prompted Manus to build a Three.js plane-control game and got an animated 3D browser game.
Read case →
Games & Simulations
Build interactive web games from prompts
Per an influencer's tests, Manus built a role-play web game as Google's CEO in about an hour and a match-three puzzle game with tech logos.
Read case →
Games & Simulations
Design a Polkadot parachain strategy game concept
An X user spent a day working with Manus on Parachain Conquest, a game mapping Polkadot parachains with cross-chain events.
Read case →
Shopping & Errands
Compare grocery prices across stores from a list
A tech worker built a Gemini browser agent that takes a typed or scanned handwritten grocery list and compares prices on Amazon Fresh and Fl…
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Shopping & Errands
Find holiday gifts and check stock and sales
A writer used the Gemini app and its agentic feature to find gift ideas and retailers and check stock and sales, noting some features weren'…
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Work & Operations
Summarize emails and draft replies with Gemini Gem flows
The writer plugged a custom Gemini Gem into Workspace Studio flows that run in the background, summarize Gmail messages and create draft rep…
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Sales, Marketing & Support
Resolve customer calls proactively with AI agents
TELUS uses Gemini Enterprise for CX agents to proactively resolve customer calls; Google's case study reports 30% of calls resolved and issu…
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Sales, Marketing & Support
Run voice and chat support assistants with memory
AT&T deploys Gemini-based voice and chat assistants with 60-day memory, reporting 20% more inquiries fully automated.
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Sales, Marketing & Support
Build scored sales lead profiles and outreach drafts
The author built a pipeline with Gemini Deep Research, NotebookLM and Sheets that produces a scored lead profile and outreach draft in under…
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Sales, Marketing & Support
Resolve bank customer chats with an AI chatbot
Commerzbank's Bene chatbot, now on Gemini, handles over two million chats and resolves 70% of inquiries.
Read case →
Content & Creative
Edit existing video clips with plain-English instructions
A creator tested Gemini Omni Flash over 36 hours, editing clips in place from typed instructions while preserving lighting and camera angle,…
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Content & Creative
Turn a blog post into an animated infographic
A content creator fed a blog post into Gemini Canvas, which produced a coded animated infographic using brand colors and audience details fr…
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Software & DevOps
Diagnose and roll back bad config during outages
Google SREs use Gemini CLI to pull logs, find a bad config push, generate a reverting changelist, and file postmortem action items via MCP.
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Software & DevOps
Fix a broken Delete button in a GitHub repo
The author had Jules clone a repo and fix a Delete button so it disables deletion of content older than two hours, with tests added unprompt…
Read case →
Games & Simulations
Play Pokémon Blue with an agent
The Gemini Plays Pokémon agent reads game RAM and screenshots, turns actions into button presses, and uses pathfinder and boulder-puzzle sub…
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Games & Simulations
Navigate Goat Simulator 3 with a game-playing agent
Gemini-powered SIMA 2 navigates Goat Simulator 3, and a human player can direct it to improve its performance.
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Games & Simulations
Build a match-3 game from a single prompt
An author prompted Gemini 3 Pro once to produce a working Candy Crush-style game with a shareable link, and says a non-technical friend did …
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Games & Simulations
Vibe code an HTML5 browser game
The developer of Xenodochium built the game with Gemini, hit repeated errors, and worked around them by starting a fresh chat.
Read case →
Security, Science & Hardware
Hunt for unpatched vulnerabilities in SQLite commits
Google's Big Sleep agent reviewed recent SQLite commits starting from a patched bug and found an exploitable flaw, which was fixed before re…
Read case →
Security, Science & Hardware
Find security flaws in open-source software
Google's Big Sleep agent reported about 20 security flaws in open-source software, following its SQLite find.
Read case →
Security, Science & Hardware
Solve open math problems autonomously
DeepMind's Aletheia agent on Gemini Deep Think was evaluated on 700 open Erdős problems and autonomously solved four.
Read case →
Software & DevOps
Reverse engineer legacy systems without source code
Thoughtworks consultants used Gemini 2.5 Pro in a two-week pilot to produce validated blueprints of legacy systems' functionality.
Read case →
Security, Science & Hardware
Control robots with generated code and voice commands
Gemini detects objects and writes robot API code, and with 10 in-context demos an ALOHA robot packed boxes and folded a dress; voice command…
Read case →
Security, Science & Hardware
Orchestrate a Spot robot through multi-step tasks
Gemini Robotics ER 2 drives a Boston Dynamics Spot, watching video to confirm tasks like tying a trash bag are done before moving on.
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Security, Science & Hardware
Sort waste using local recycling rules
Gemini Robotics-ER 1.5 looks up local recycling rules online, then plans and sorts objects into compost, recycling and trash bins.
Read case →
Life Admin & Home
Set up nightly smart-home routines by voice
A parent told Alexa+ to dim lights and lower the thermostat at 9 p.m. nightly, and it built the automation on the spot.
Read case →
Life Admin & Home
Build Alexa routines to regulate a daily schedule
A TechRadar writer set Alexa routines to check mood and water intake at 11AM and 3PM and remind about lunch, saying it helped their day, wit…
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Shopping & Errands
Auto-buy items when the price hits a target
Alexa's shopping assistant sets price alerts and can auto-buy Amazon-fulfilled items at a target price with the default payment method, and …
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Shopping & Errands
Schedule recurring restocking of household essentials
Users create Scheduled Actions in Alexa for Shopping to add kids' snacks monthly and restock pet food, paper towels and detergent; vendor ma…
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Shopping & Errands
Turn a handwritten list into a grocery order
A TechRadar writer scans a handwritten shopping list into Alexa and places an Amazon Fresh or Whole Foods order from it to avoid crowded sto…
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Shopping & Errands
Order groceries from Amazon Fresh and Whole Foods
Alexa+ orders groceries, tracks past purchases and remembers recipes and dietary preferences.
Read case →
Shopping & Errands
Hand consumer errands to an always-on agent
A journalist tested Dot on ISP signup, an Ikea account and food ordering; it finished only some with human help, blocked by browser checks a…
Read case →
Travel & Bookings
Plan a last-minute business trip by phone
In OpenAI's demo, a Dot found a refundable policy-compliant flight and hotel options and prepared a booking, though the flight was still pen…
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Work & Operations
Run shopping, trip planning and project tracking with a dot
A reviewer's dot flagged a failed payment unprompted but only read and reported it; a shopping site blocked it and follow-through was unfini…
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Work & Operations
Catch and prepare an unsent invoice for approval
An early tester's dot noticed an invoice to a publication was unsent and prepared it for approval.
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Sales, Marketing & Support
Run digital PR and link outreach campaigns
The author has a Dot named Jamie run a defined outreach campaign, keep the tracker accurate and flag replies or placements needing attention…
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Content & Creative
Edit a full video in Descript with a Dot
The author had a Dot find footage, build the B-roll edit, add captions and arrange visuals over several review passes, working from his reco…
Read case →
Shopping & Errands
Track rare coffee beans with a scheduled Dot
A user had a Dot monitor rare US coffee beans twice a day using context from old chats, and it returned Gesha options priced per cup.
Read case →
Research & Knowledge
Monitor public documents for changes affecting teaching materials
An educator's Dot checks public documents for changes, sorts them by impact, and verifies an article's notation against linked pages, offeri…
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Travel & Bookings
Plan business trips and learn from each debrief
A demo travel-ops agent searched flights and hotels, applied stored preferences and produced one recommendation pending approval, then updat…
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Work & Operations
Automate SaaS bookkeeping and reconciliation in Zoho Books
Hermes Agent handled payables, bank import, bill posting and Stripe reconciliation alongside a human accountant, but needed 7 corrections in…
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Life Admin & Home
Run a 24/7 agent for email, forms and calendar tasks
Users run Hermes on a mini PC for email, browsing, form filling and cron jobs, and one has it manage Obsidian tasks against Apple Calendar w…
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Research & Knowledge
Turn voice notes into structured Obsidian notes
Voice notes sent over Telegram become Obsidian thought notes with transcript, cleaned argument, linked context and a draft; Hermes also trac…
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Sales, Marketing & Support
Find local businesses without websites as leads
Hermes spawned sub-agents per area to scrape Northwest London plumbers lacking websites, filtered them, and returned three qualified leads w…
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Sales, Marketing & Support
Grow an email list with agent-run cold outreach
Drew Carr used Hermes agents for daily cold outreach and community comments, with email verification and LLM fit checks, reaching 1,000 subs…
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Sales, Marketing & Support
Find and qualify sales leads against ICP
Hermes Agent searches and compares company and people context, judges leads on ICP, role fit and timing, and explains why each qualified to …
Read case →
Software & DevOps
Refactor a million-line repo with 1,393 subagents
A Nous Research developer had Hermes dispatch 1,393 subagents over about 19 hours to clean up its own repo, cutting non-test Python source b…
Read case →
Software & DevOps
Review GitHub pull requests for bugs and security
A Hermes tutorial reads a PR diff and returns a structured review of bugs, security and code quality, then turns it into a skill that watche…
Read case →
Software & DevOps
Flag documentation drift from merged PRs weekly
A weekly Hermes cron job checks merged PRs for changes to tool schemas, CLI commands, config options or env variables to flag docs needing u…
Read case →
Content & Creative
Create a full music video with lyrics, music and visuals
Alex C. had Hermes Agent write lyrics, produce music stems, generate visuals and add audio effects to make a music video on its own.
Read case →
Content & Creative
Produce a short-form video from research to captions
Hermes Agent researched a JWST topic, wrote the script, generated assets, built Remotion motion graphics, added voiceover, music and caption…
Read case →
Content & Creative
Generate illustrations in a learned visual style
A designer Hermes profile learns a style from reference designs, writes a skill for it, then crafts prompts and generates and saves images v…
Read case →
Content & Creative
Guide a music video project from concept to deliverables
A Hermes agent walks a creator through an 8-step workflow producing lyrics, Suno prompts, image and video prompts, and YouTube metadata.
Read case →
Life Admin & Home
Automate home tasks like emails and ticket price checks
Microsoft's Omar Shahine used OpenClaw at home to draft emails and investigate concert-ticket prices.
Read case →
Life Admin & Home
Monitor and respond to home office sensors
Omar Shahine ran a local OpenClaw agent on his MacBook, extended with home automation so it could observe and respond to physical sensors in…
Read case →
Work & Operations
Extract action items from Teams and schedule meetings
An early Scout user had it summarize Teams threads across tenants, find a buried meeting request, check calendars, schedule it and send conf…
Read case →
Content & Creative
Build a slide deck from a single prompt
Scout used its pptx skill to build a 5-slide quarterly cloud review deck saved to Downloads, with diagrams and HTML artifacts also covered.
Read case →
Software & DevOps
Lint, fix, commit and push code from the terminal
Scout runs a linter, fixes a syntax error, re-runs it, reviews staged changes, writes a commit message and pushes to a new branch, shown as …
Read case →
Software & DevOps
Resolve git merge conflicts and push a fix
A tutorial shows Scout comparing both sides of merge conflicts, proposing a merged file for review, then committing and pushing to a branch.
Read case →
Software & DevOps
Run builds, tests and PR creation with shell commands
A guide shows Scout running build, test, lint and gh commands, listing or creating PRs, and handing diff reviews and test runs to background…
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Work & Operations
Surface unanswered emails from the past week
Author had Devin build a Gmail API assistant that lists unanswered emails from the past week, since Attio lacks that tab; he wrote the auth …
Read case →
Work & Operations
Answer data questions and build dashboards from the warehouse
Cognition's team uses a Devin variant called DANA to query their data warehouse, build dashboards and answer data questions, and Devin fills…
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Work & Operations
Turn Notion PRDs into scoped Linear tickets
Devin's docs describe reading a Notion PRD to create Linear tickets, producing implementation plans for a backlog, and posting customer heal…
Read case →
Software & DevOps
Write, review and document code across a product's PRs
Founders report Devin touching all PRs at ChatPRD and being Gumroad's top contributor with over 1,500 merged PRs.
Read case →
Software & DevOps
Generate internal dashboards and data migration scripts
A backend engineer says their team uses Devin for internal dashboards and migration scripts, treating output as a starting point that saves …
Read case →
Software & DevOps
Set up weekly changelogs and fix docs from GitHub issues
Neon's docs team has Devin create the weekly changelog from a playbook and open or revise doc PRs from GitHub issues, for repetitive work on…
Read case →
Software & DevOps
Rewrite a README after a rearchitecture
Devin scanned a rearchitected codebase and delivered a new README as a PR with accurate setup and API details, but struggled with design rat…
Read case →
Software & DevOps
Build a name-and-face quiz site from a spreadsheet
Scott Wu had Devin build and deploy a mobile-friendly React quiz from a TSV of speaker names and photos, plus a QR-code site to share it.
Read case →
Software & DevOps
Build and deploy an app over a weekend
The author had Devin build and deploy an app, finding it quick on PR feedback but weak on legacy monorepos and costly on broad requests.
Read case →
Games & Simulations
Test an iPhone game and report what passed
Cognition had Devin on GPT-6 Astra test the game Otter Run in a simulator, returning a recording and a report of checks passed and untested …
Read case →
Software & DevOps
Click through apps to verify its own work
With computer use, Devin built and played a desktop game, ordered on Amazon, and tested its own work by clicking through the app.
Read case →
Security, Science & Hardware
Hunt business-logic flaws and open fix PRs
Parallel Devin agents each read part of a codebase, find business-logic and auth bypass flaws, confirm them in a sandbox, then open remediat…
Read case →
Software & DevOps
Build a booking and payment app for tattoo artists
A former programmer used Replit Agent over a weekend to build a booking app with calendar, Google OAuth, Stripe deposits and notifications, …
Read case →
Software & DevOps
Build a budgeting app from a single prompt
A low-coder used Replit Agent to build a 'Budget Buddy' with category budgets, a spending dashboard and expense log in about 20 minutes, usi…
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Work & Operations
Build an invoice platform that flags anomalies
A non-developer used Replit and Claude to build an invoice platform that flags high-value invoices, sends payment reminders and catches dupl…
Read case →
Money, Bills & Benefits
Build a spending-insights app from bank transactions
Plaid describes a Replit connector that lets non-coders prompt the Replit agent to build an app reading their own bank transactions (vendor …
Read case →
Software & DevOps
Build a full CRM with email, video and calendar
A community member used Replit Agent over a couple of weeks to build a CRM with email integration, video sales letter recording and meeting …
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Software & DevOps
Build and ship a micro-SaaS in three hours
A developer used paid Replit to build and deploy a micro-SaaS to production in about 3 hours, with database, domain, hosting and monitoring …
Read case →
Software & DevOps
Build a Chrome extension for presenting webinars
A Replit forum user built a Chrome extension so they could keep notes in view while presenting webinars, and published it to the Chrome Web …
Read case →
Games & Simulations
Build a 3D browser game in 24 hours
A developer used Replit's agent to build a 3D browser game entirely in the browser with no local setup.
Read case →
Content & Creative
Build an automated podcast website that creates companion resources
A podcaster built and deployed a podcast site with Replit over a weekend that automatically generates companion resources when an episode is…
Read case →
Content & Creative
Build a newsletter and podcast site with Replit
A creator got a clickable prototype in 10 minutes but spent 10+ hours failing to put it on a custom URL, until Val Town staff helped launch …
Read case →
Life Admin & Home
Automate per-room heating control in Home Assistant
A homeowner built an add-on and MCP server so Cursor could write and deploy Home Assistant automations for per-room temperature control, ite…
Read case →
Life Admin & Home
Run a private personal-admin agent in Cursor
The author uses Cursor for personal admin like drafting a dentist appointment email, using private notes and rules that keep personal detail…
Read case →
Work & Operations
Run a scheduled personal assistant that builds a task dashboard
A Rippling engineer's Cursor cron agent runs every two hours, reading Slack notes, GitHub PRs, Jira issues and mentions, deduplicating them …
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Work & Operations
Automate invoice organizing and monthly invoice emails
The author demos Cursor sorting inconsistently named invoice files and handling monthly invoicing by editing a PDF, attaching it, checking t…
Read case →
Sales, Marketing & Support
Draft personalized outbound, recaps and forecasts for sales
Cursor's internal ChatGTM drafts signal-based outbound messages with personalized landing pages, call recap emails and follow-ups, and assem…
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Sales, Marketing & Support
Investigate customer errors and draft tickets in support
Cursor's support team uses Cursor with MCP to pull Datadog logs, search past cases, and draft a Linear bug ticket and customer reply.
Read case →
Research & Knowledge
Build a personal research wiki from papers and articles
Cursor Agent writes and maintains interlinked markdown pages from user-supplied sources, summarizing and cross-referencing, with Obsidian us…
Read case →
Research & Knowledge
Use Cursor for academic paper writing with citations
Forum users write papers in markdown with Zotero citations and a bibtex file for Cursor to pick references from, converting to Word with pan…
Read case →
Content & Creative
Draft articles quoting Kindle highlights and notes
The author saves Kindle highlights and event notes in Obsidian and has Cursor reference them to quote past reading when drafting articles.
Read case →
Content & Creative
Draft newsletters and social posts in your own voice
A marketer built a Cursor workflow that learns from his content and scraped posts to write newsletters, LinkedIn posts and threads from raw …
Read case →
Software & DevOps
Build a homepage from Figma designs via MCP
The author connected Figma to Cursor over MCP to build a new homepage for a font archive, with great results after Lovable disappointed.
Read case →
Software & DevOps
Migrate 180 microservices to a new framework version
Brex built Cursor-based self-correcting agents that let one engineer migrate 180 microservices to a newer Micronaut version in about a month…
Read case →
Software & DevOps
Upgrade site dependencies and frameworks with Cursor
Kent C. Dodds had Cursor's agent look up migration docs, plan and upgrade Remix v2 to React Router v7 and xstate in his site.
Read case →
Software & DevOps
Run Terraform plan and apply through an MCP agent
The author had Cursor run Terraform against Postgres via MCP; the apply hit a permissions error and he finished from the terminal.
Read case →
Software & DevOps
Debug prod pods and docker-compose with Cursor
A DevOps engineer uses Cursor with a Kubernetes MCP to pull prod logs and suggest fixes, and to repair a broken docker-compose file.
Read case →
Software & DevOps
Scaffold a new service end to end with agents
Cursor agents create Terraform, k8s manifests and CI, validate them and open a draft PR; one cleanup run wrongly deleted Terraform files.
Read case →
Games & Simulations
Build a minigame collection in a day
A data professional drafted a prompt with ChatGPT and used Cursor agent mode to build a Python tkinter game with four minigames.
Read case →
Games & Simulations
Vibe-code a Flappy Bird game for DeskHog
A PostHog tutorial has Cursor in Agent mode write a Flappy Bird-style game for the DeskHog device from its README and hardware details.
Read case →
Games & Simulations
Playtest a Godot 4 game with a Cursor agent
A Cursor plugin and subagent lets an agent capture screenshots and click through UI flows of a Godot 4 game like a player.
Read case →
Travel & Bookings
Run a restaurant voice assistant for reservations and orders
n8n backends let an ElevenLabs voice agent check tables, manage reservations, take orders and request callbacks, plus Vapi travel and home-s…
Read case →
Travel & Bookings
Turn reservation calls into calendar bookings
An n8n workflow takes Vapi call transcripts, extracts reservation details, creates Calendar events, logs to Sheets and sends follow-ups.
Read case →
Travel & Bookings
Plan business trips by voice message in Telegram
An n8n workflow transcribes Telegram voice notes, extracts destinations, dates and lodging needs, and searches flights and hotels for busine…
Read case →
Shopping & Errands
Monitor Amazon and eBay prices and email on changes
An n8n workflow checks product URLs from a Google Sheet three times a day, compares prices, emails changes and logs every check.
Read case →
Work & Operations
Extract invoice data and file it into a bookkeeping sheet
A self-hosted n8n workflow extracts accounting data from uploaded receipts and invoices with OpenAI, then after user review files the origin…
Read case →
Work & Operations
Process supplier invoices from Gmail through approval and payment
An n8n pipeline extracts invoice data, checks duplicates and suppliers, routes high-value invoices for approval, then creates accounting ent…
Read case →
Work & Operations
Email a weekly digest of payment notification emails
An n8n AI workflow reads labeled payment emails in Gmail, pulls the top three takeaways from each and sends a Sunday digest.
Read case →
Work & Operations
Validate invoices against inventory and create purchase orders
An n8n workflow built for a client matches invoice data to a Google Sheets inventory, creates ERP purchase orders and notifies purchasing; a…
Read case →
Sales, Marketing & Support
Triage support emails and draft replies for human review
An n8n workflow classifies, prioritizes and summarizes each support email, drafts a reply and posts it to Slack for a person to send.
Read case →
Sales, Marketing & Support
Auto-resolve support tickets and escalate the rest
An n8n agent looks up the knowledge base and order history, replies by email or escalates to Slack with a draft; billing and security go to …
Read case →
Life Admin & Home
Use n8n workflows as a Home Assistant voice agent
A custom integration sends voice requests and exposed entities to an n8n workflow that can use AI and trigger automations, speaking the repl…
Read case →
Life Admin & Home
Set lighting brightness with an AI agent on presence
A Home Assistant presence sensor triggers n8n, where a Deepseek agent picks a brightness for the time of day and sets the lights.
Read case →
Work & Operations
Handle routine email tasks and follow-up reminders with a personal assistant
Author built an n8n personal assistant that handles about 70% of routine email tasks and sends reminders for tasks waiting on others, after …
Read case →
Work & Operations
Call and text appointment reminders every morning
An n8n workflow pulls the day's Google Calendar appointments, places automated voice calls via Retell AI, then sends follow-up SMS through T…
Read case →
Life Admin & Home
Log meals from text, voice or photos and track nutrition
A Telegram AI agent in n8n logs meals sent as text, voice or photos, estimates calories and macros, tracks goals in Google Sheets and sends …
Read case →
Life Admin & Home
Manage family schedules, routines and meal ideas
An n8n workflow sends family activity reminders, routine checklists and a weekly plan prompt over email and Telegram, and generates meal ide…
Read case →
Life Admin & Home
Run email, calendar and tasks from a Telegram voice assistant
An assistant named Jackie takes voice or text via Telegram to summarize unread emails, check calendar events and manage Google Tasks.
Read case →
Life Admin & Home
Place phone calls and send emails from a Telegram assistant
An n8n assistant looks up contacts in Google Sheets, places real phone calls, sends emails and schedules calendar events for the user.
Read case →
Sales, Marketing & Support
Find local business leads and send personalized cold emails
An n8n agent scrapes Google Maps for businesses, enriches leads with Owler and Apollo, writes personalized cold emails and logs leads in Goo…
Read case →
Sales, Marketing & Support
Alert AI agencies to businesses with bad reviews as leads
n8n agents notify automation agencies when a business receives bad reviews so they can call first and offer a damage-control tool.
Read case →
Sales, Marketing & Support
Find prospects and summarize business opportunities for sales
Multi-agent n8n workflow finds company URLs, scrapes prospect websites and summarizes opportunities that sales teams can use to tailor outre…
Read case →
Sales, Marketing & Support
Find Reddit leads for a website and email them
An n8n workflow takes a website URL, works out industry and keywords, monitors Reddit for relevant posts and emails potential leads to the u…
Read case →
Sales, Marketing & Support
Run 24/7 WhatsApp support and track application status
A consulting firm used n8n multi-agent workflows to answer WhatsApp questions, collect information, parse uploaded documents and notify clie…
Read case →
Content & Creative
Create and publish YouTube videos from script to upload
An n8n pipeline writes a script, adds a voiceover and stock footage, assembles the video, uploads it to YouTube and updates a Google Sheet.
Read case →
Content & Creative
Publish AI-written blog posts from trending news to WordPress
An n8n pipeline turns RSS news into AI articles with SEO metadata and images, publishes to WordPress and logs them; the author notes generic…
Read case →
Research & Knowledge
Catalog and summarize papers dropped into Drive
An n8n workflow extracts metadata from new PDFs, finds related papers on Semantic Scholar and PubMed, builds an APA citation, logs to Sheets…
Read case →
Research & Knowledge
Turn any URL into a structured Notion note
An n8n workflow fetches a submitted URL, strips it to readable content, has OpenAI summarise it into structured fields, and saves a Notion n…
Read case →
Research & Knowledge
Save and search links via a Telegram second brain
An n8n Telegram agent reads links sent to it, summarises and categorises them into Google Sheets, and answers questions from the library usi…
Read case →
Research & Knowledge
Generate deep research reports into Notion
An n8n workflow turns a topic into up to three Tavily searches, compiles a Markdown report with an agent, and pushes it to a Notion page.
Read case →
Research & Knowledge
Track daily arXiv papers into a Notion database
An n8n workflow fetches arXiv papers daily for a keyword, summarizes them with Gemini 2.5 Flash, writes them to Notion and sends Feishu and …
Read case →
Work & Operations
Summarize newsletters into a Notion database
An n8n workflow retrieves newsletters, summarizes them with an LLM and stores them in Notion, splitting long summaries to fit block limits.
Read case →
Software & DevOps
Review GitHub pull requests automatically
An n8n AI agent triggers on each new PR, fetches diffs, calls an LLM for a review, and posts comments and labels back on the PR.
Read case →
Software & DevOps
Diagnose Kubernetes alerts with MCP servers
An n8n agent triggered by Alertmanager queries Kubernetes, Grafana and other MCP servers and posts a diagnostic report with root-cause hypot…
Read case →
Security, Science & Hardware
Monitor and score CVEs with real-time alerts
An n8n workflow monitors CVEs from sources like CISA and OTX, scores them with AI, and alerts via Slack, Gmail and Google Sheets.
Read case →
Games & Simulations
Play a voice-driven RPG with an AI Dungeon Master
An n8n template agent with persistent memory runs a fantasy RPG over Telegram voice messages, narrating scenes, resolving dice rolls and sav…
Read case →
Games & Simulations
Get move suggestions for card games from screenshots
An n8n Telegram workflow uses GPT-4o vision to read screenshots or voice messages and suggest moves for poker, blackjack, dominoes and mahjo…
Read case →
Content & Creative
Publish free game giveaway posts automatically
n8n workflows track free games on Epic, Prime Gaming and Steam, then create and publish WordPress posts with details, images and store links…
Read case →
Work & Operations
Draft replies to podcast listener emails and log story ideas
Blake Oliver's Zapier Central agent watches Gmail for contact-form emails, drafts replies, and copies each original into a Notion database o…
Read case →
Sales, Marketing & Support
Turn new Gmail emails into Notion CRM leads
A Zapier Agent triggers on each new Gmail email and creates a lead record in a Notion database with mapped properties filled in.
Read case →
Content & Creative
Curate industry news and draft posts from it
One Zapier agent picks industry news, summarizes it, and logs it to Airtable as memory; a second agent drafts posts from that table.
Read case →
Sales, Marketing & Support
Flag churn and expansion signals and draft support replies
Healthie's Zapier agent checks CRM and support tools weekly for churn or expansion signals and posts a summary in Slack; Erewhon drafts pers…
Read case →
Sales, Marketing & Support
Speed up support ticket research and triage
A ClickUp support engineer built a system cutting per-ticket research from 15 to 4 minutes across 5,000+ monthly tickets; Mercari handles fi…
Read case →
Content & Creative
Build a newsletter-to-social content agent (it failed)
The author built a content agent to research, write and schedule social posts, but it invented statistics, so they rebuilt it as a structure…
Read case →
Work & Operations
Collect and summarize async standup updates
Zapier's internal agents gather async standup updates and summarize them, letting teams replace five daily standups with two weekly sessions…
Read case →
Life Admin & Home
Manage calendar and tasks by text with an assistant
A review of Lindy as an iMessage assistant that reschedules meetings and schedules from screenshots, with reported failures like hidden invi…
Read case →
Work & Operations
Schedule prospect meetings and log them in the CRM
A Lindy agent replied to prospect emails with time options, booked the chosen slot, logged it in HubSpot and sent a pre-call brief.
Read case →
Work & Operations
Screen job candidates and log scores in the CRM
A Lindy recruiting screener transcribed interviews, scored candidates against set rules and logged results in the CRM, per a hands-on vendor…
Read case →
Research & Knowledge
Research content from Slack and draft Notion guide ideas
A team DM'd Lindy in Slack to summarize a year of guides and research a model, and it created a Notion guide idea after asking for approval.
Read case →
Research & Knowledge
Compile a daily digest of Reddit AI tool chatter
A Lindy agent searches Reddit for conversations about new AI tools, compiles popular topics and updates a document daily.
Read case →
Sales, Marketing & Support
Research prospects before pitching them
A Lindy agent built for a side project researched a prospective resort, found a PR risk and avoided pitching it.
Read case →
Sales, Marketing & Support
Run lead research, support and content with agents
A yacht-software CEO runs 20-30 Lindy agents that research leads, personalize outreach, support users and create and schedule marketing cont…
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Sales, Marketing & Support
Build support, calling and content agents for small teams
A solo founder delivers Lindy-based chat support, inbound/outbound calling, content repurposing and negotiation agents to small-team clients…
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Sales, Marketing & Support
Summarize demos and draft follow-ups for sales
A sales team launched a Lindy agent that summarizes demo calls for HubSpot, drafts follow-ups, schedules calls and recommends proposals, sav…
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Content & Creative
Write a weekly AI marketing newsletter automatically
A scheduled Lindy agent researches the week's news, drafts the newsletter plus social posts and scripts, stores them in Airtable and emails …
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Sales, Marketing & Support
Run social listening and publish customer-milestone posts
An enterprise client uses Lindy agents to scrape customers, monitor social and G2, draft milestone posts, build content calendars and publis…
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Content & Creative
Draft social posts from trending topics for approval
A reviewer tested Lindy's browser-driving Computer Use to check trending topics each weekday, draft three LinkedIn posts in brand voice and …
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Work & Operations
Turn Slack messages and sheet rows into Linear issues
Lindy workflows create Linear issues from Slack messages or new Google Sheet rows and write the issue link back to the sheet (vendor descrip…
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Money, Bills & Benefits
Catch up on two years of overdue Dutch taxes
Claude Code helped a person almost two years behind on taxes untangle expenses, look up receipts and invoices, and navigate the Dutch tax sy…
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Work & Operations
Run side hustle invoicing, payments and bookkeeping
A side hustler connected their bank to Claude via MCP and QuickBooks so an agent handles invoicing, contractor payments, expense tracking an…
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Work & Operations
Extract expenses from receipt photos sent via chat
A bookkeeping assistant for freelancers and small businesses reads receipt photos sent through Telegram or Discord and extracts vendor, amou…
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Shopping & Errands
Buy headphones during a sale with an AI agent
An AI agent bought headphones for the poster; they also use a browser extension for sale purchases and price-drop alerts.
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Shopping & Errands
Test OpenAI's Agent on online shopping
The agent got partway through buying dress shoes before the poster had to enter the card, then hit Amazon bot protection and could not relia…
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Shopping & Errands
Research purchases for delivered price and working coupons
The poster built an agent that compares real delivered prices, tests every coupon it finds, reads owner feedback and goes through checkout w…
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Shopping & Errands
Shop for cars on websites with a browser agent
The poster uses Muse to shop for cars online and finds a persistent logged-in browser profile with normal pacing works best as sites start b…
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Shopping & Errands
Watch item prices and email on drops
A commenter set up a ChatGPT price watch on items they want and gets an email only when the price drops.
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Life Admin & Home
Build a thyroid episode warning model from wearable data
Claude Code was given 9.5 years of Apple Watch and Whoop data and built an ML model that backtested as warning of a prior episode before lab…
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Life Admin & Home
Plan meals and track symptoms with Claude Code
Claude Code plans meals, tracks nutrition and analyzes symptoms, scraping recipe nutrition data via the USDA API and storing it.
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Life Admin & Home
Let Claude read Apple Health and Fitbit data via MCP
The poster built a setup that lets Claude read Apple Health and Fitbit data and log workouts and meals through MCP.
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Sales, Marketing & Support
Research and draft cold outreach with Claude Code
Claude Code handles research and drafting for cold outreach while a separate platform sends at scale.
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Sales, Marketing & Support
Check prospect fit and write cold email openers
Claude Code automates checking whether companies fit the target and creates personalized openers, saving manual prospect checking.
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Sales, Marketing & Support
Reply to outreach responses from email and LinkedIn inboxes
Claude Cowork scans email and LinkedIn inboxes and replies to outreach responses, while another workflow writes first lines from prospect si…
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Sales, Marketing & Support
Automate lead research, CRM updates and enrichment
Claude Code handles repetitive prospecting-adjacent workflows like lead research, reporting, CRM updates and enrichment.
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Sales, Marketing & Support
Qualify scraped leads and write personalized openers
Claude Code researches company news for icebreakers, qualifies leads from scraped lists and writes personalized opener variations.
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Sales, Marketing & Support
Find and clean leads for recruiting outreach
A recruiting agency owner uses Claude to find leads; a commenter uses it to clean messy data and draft personalized outreach that gets repli…
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Work & Operations
Turn email invoices into a live financial dashboard
An n8n workflow scans emailed invoices, extracts supplier, amount, date and description, and feeds a real-time Google Sheets dashboard.
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Work & Operations
Chase unpaid invoices and paperwork by email for small firms
An agent watches for unpaid invoices and paperwork, emails people until they say yes, no, or pay, and escalates decisions to the owner.
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Work & Operations
Create bills in QuickBooks from supplier invoices
A commenter uses an AI agent connected to QuickBooks Online, email and Drive to check the books and turn supplier invoices into bills.
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Work & Operations
Pull invoices from Gmail and organize them
The poster built a tool that pulls invoices from Gmail and organizes them with AI, with possible QuickBooks or Xero integration.
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Work & Operations
Check supplier invoices for duplicates and missing GST
Invoices arrive in a shared inbox, an AP tool extracts details, and an agent checks them against prior transactions to flag duplicates, wron…
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Work & Operations
Speed up multifamily deal research and property summaries
A multifamily broker uses AI for market research, comps analysis, property summaries and chasing property details, but not for negotiation o…
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Software & DevOps
Build custom real estate tools for offers and deal tracking
A rental owner used Codex to build tools for formulating offer prices, building property analysis reports with field photos, and tracking tr…
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Sales, Marketing & Support
Answer tenant and rental prospect questions with AI
A commenter says AI tools handle most tenant questions, prospect inquiries and document preparation, handing harder cases to a human.
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Software & DevOps
Ship a first iOS app to the App Store with Replit
The poster built their first app on Replit with ChatGPT help and got it approved on the App Store.
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Shopping & Errands
Fill a supermarket cart from regular purchases and sales
A developer built a Claude Code skill using Silpo's MCP server to re-add usual groceries, check sales and fill the real cart within a budget…
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Life Admin & Home
Plan family meals and enter recipes into Grocy
The author used Claude Cowork's computer use in Chrome to enter recipes into Grocy, adjust them for four people, and pick recipes that use l…
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Money, Bills & Benefits
Negotiate a lower GoDaddy support price via chat agent
The poster told an AI agent to negotiate a cheaper price in GoDaddy support chat, checking for replies every 60 seconds, and says it got a b…
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Money, Bills & Benefits
Sort tax documents and fill IRS forms
Author had Claude sort wage forms, 1099s and brokerage summary, extract numbers, and fill blank IRS forms, but did not let it file via brows…
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Work & Operations
Draft email replies and add calendar invites
A writer built a scheduled Claude agent using Gmail and Calendar connectors to draft replies and add invites to the calendar.
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Work & Operations
Reschedule meetings and send daily briefings
OpenClaw checks availability, updates events and drafts confirmations for reschedule requests, and sends daily briefings via messaging apps.
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Life Admin & Home
Control lights and fix automations in Home Assistant via OpenClaw
Dan Malone runs OpenClaw as an always-on Claude agent connected to Home Assistant through ha-mcp, controlling his lights and fixing his auto…
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Life Admin & Home
Track food and symptoms in a health log via Telegram
An OpenClaw agent logs meals and symptoms from Telegram messages into a markdown file, sends reminders, and runs a weekly pattern analysis; …
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Life Admin & Home
Build a medication reminder pill dispenser that alerts caregivers
A how-to guide for an OpenClaw agent on a Raspberry Pi pill dispenser that logs doses, adjusts reminders, confirms dispensing by camera and …
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Life Admin & Home
Run a focus agent and Gmail agent on goals
The author built a background focus agent linking calendar to goals, plus a Gmail agent that handles the inbox and filters noise.
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Work & Operations
Turn Gmail action items into an AI to-do list
A Chrome extension scans a messy Gmail inbox, calendar invites and follow-ups and turns the action items into a to-do list.
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Life Admin & Home
Generate a spoken daily news bulletin at home
Poster built a morning news briefing with ChatGPT, ElevenLabs and Home Assistant that is read aloud through their home setup, replacing Alex…
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Life Admin & Home
Turn spoken answers into a Todoist task list
Alexa sends spoken answers to ChatGPT, which organizes them into a formatted list of tasks for the household workflow.
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Work & Operations
Pick the cheapest capable model per task for CRM and email work
A user had their OpenClaw agent rewrite its own code to add a throttle module that picks the cheapest capable model for tasks like CRM analy…
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Sales, Marketing & Support
Prospect, score leads and run outbound email sequences
An agent scans Apollo.io and job boards twice daily for ICP-matching prospects, scores leads, writes 3-email sequences with Claude, sends fo…
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Sales, Marketing & Support
Resolve customer support tickets autonomously
The author built an autonomous support agent for a three-person team facing 847 waiting customers, reporting 500+ tickets a day and a 94% re…
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Sales, Marketing & Support
Triage support emails and draft refund-policy replies
A consultant built a Claude agent that reads support Gmail, looks up orders, applies refund policy, drafts replies for human approval and cr…
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Sales, Marketing & Support
Test an agent on SEO research and outreach tasks
SE Ranking tested Operator on pulling SERP results, backlink checks and outreach email management; it was slow and error-prone, so they did …
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Content & Creative
Find trending articles and generate LinkedIn post variations
A tutorial shows Operator searching Google for trending eCommerce articles, picking one, and using EasyGen to generate 10 LinkedIn post vari…
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Work & Operations
Source and screen candidates and reply over WhatsApp
Recruiters run OpenClaw to monitor GitHub for new contributors overnight, score resume folders against a job description, and draft WhatsApp…
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Life Admin & Home
Plan parties and shop for products with Claude
A commenter has Claude plan events minute by minute with menus, and act as a personal shopper comparing prices, return policies and shipping…
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Shopping & Errands
Let Claude buy a game autonomously
The poster built payment infrastructure so Claude could complete a game purchase on its own when told to, in about 60 seconds.
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Sales, Marketing & Support
Handle sales and support calls with a voice agent
A team deployed an AI voice agent for after-hours calls, FAQs and order status, capturing structured call data for CRM and support systems.
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Travel & Bookings
Search rentals and book apartment tours in a chat assistant
A how-to describes using Zillow Rentals inside Gemini and ChatGPT to get filtered live listings and book a tour time; it is a guide, not a c…
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Money, Bills & Benefits
Pull stock fundamentals from SEC filings for valuation
A developer used ChatGPT Agent mode to extract revenue growth, free cash flow and net cash from 10-Q filings with source URLs, feeding a mul…
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Sales, Marketing & Support
Have an agent research its own competitors
A developer's custom agent searched forums and review sites, cross-referenced findings, and produced a cited 3,000-word competitor analysis …
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Research & Knowledge
Build a student survey form with Manus
Manus built a Google Form survey on undergraduates' views of AGI; the author hit a snag when asking it to fill the survey with synthesized s…
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Research & Knowledge
Summarize new arXiv papers into notes with scheduled agents
Scheduled scripts produce a daily arXiv digest, and a nightly script launches Claude Code agents to summarize each saved PDF into a notes fo…
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Sales, Marketing & Support
Find target businesses with Manus
The author tested Manus on identifying companies to target; it found specific firms and useful insights, but login barriers blocked some dat…
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Research & Knowledge
Scrape a conference site into a searchable dashboard
In a workshop demo, a Manus agent scraped about 70 talks, extracted schedules, converted times to UTC, and built a dashboard with recommenda…
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Life Admin & Home
Have agents complete online coursework for students
Students reportedly direct AI agents to log into Canvas and Blackboard to take quizzes, watch lectures, write papers and post in discussions…
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Work & Operations
Organize Canvas courses with an in-platform agent
Instructure says early adopters use its IgniteAI Agent to rename modules consistently, bulk-change due dates, and rebuild course pages; this…
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Sales, Marketing & Support
Handle Shopify support tickets, orders and refunds
An AI agent built on Claude and GPT cancels orders, tracks shipments, creates return labels and processes refunds for Shopify merchants' sup…
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Sales, Marketing & Support
Resolve helpdesk tickets end to end for online stores
An agent inside a store's helpdesk reportedly processes refunds, creates shipping labels and edits subscriptions on Recharge, Loop and Skio …
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Life Admin & Home
Organize saved recipes and research trip flights
An Engadget writer had Muse pull recipes from saved Facebook and Instagram posts into a grouped list, then research nonstop flights and set …
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Research & Knowledge
Research a person and write a bio
An Inc. writer had Muse research them via its browser and write a bio, but objected that it accessed private messages unasked.
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Work & Operations
Draft lesson plans and school paperwork for teachers
A teacher used ChatGPT for lesson plans, reflections, PowerPoints, assessment notifications, and marking, saving hours of planning.
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Work & Operations
Grade papers and build lesson plans for teachers
Author built a proof-of-concept app using ChatGPT prompt templates to grade papers, generate lesson plans, and give feedback.
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Work & Operations
Draft parent-teacher communications
A teacher says ChatGPT handled all their parent-teacher communications for a month, and they also tried it for lesson planning.
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Work & Operations
Create assessments and grade papers for classes
A teacher's co-teacher uses ChatGPT to create assignments and tests, with commenters also using it to grade papers and create texts.
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Shopping & Errands
Compare Coca-Cola prices across Belgian supermarkets
Grok Bot compared a bottle of Coca-Cola across Belgian supermarkets, named cheapest and priciest and flagged promotions, handing the browser…
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Software & DevOps
Turn daily X bookmarks into working tech prototypes
A bot scans a Cursor employee's X bookmarks daily, picks a new technology, drafts a prompt, and on approval starts a Cursor Cloud agent to b…
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Work & Operations
Organize deal flow with specialist bots for invoices and inbox
Connected to WhatsApp and Notion, five specialist bots handle invoices, inbox cleanup, CRM updates and follow-ups; the author expects to sav…
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Work & Operations
Run communications, PR merges and family tasks with nine bots
The author moved from OpenClaw to Grok Bot, building bots for email in his voice, a daily check of GitHub PRs ready to merge, and household …
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Money, Bills & Benefits
Cancel and refund subscriptions by searching email and calling
Grok Bot read email across two accounts, logged into systems, phoned providers and sent emails, cancelling and refunding two long-pending su…
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Shopping & Errands
Research and buy online with approval at payment
Grok Bot researches options, prepares orders via Stripe Link and shows a spend request with merchant, total and description before paying; o…
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Work & Operations
File roofing permits and inspection forms online
A roofing contractor had Grok Bot fill out and pull a permit, book an inspection through a captcha-protected form, and email two job-notific…
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Shopping & Errands
Compare Costco and Amazon carts on price and delivery
Grok Bot added items to carts at Costco and Amazon and compared prices, delivery charges and times, handing the desktop back to the user for…
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Money, Bills & Benefits
Audit credit card use for wrong-card charges and missed benefits
Grok Bot read posted transactions on three cards via a Plaid-connected app to check card choice for dining, Amazon and travel, and unused be…
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Travel & Bookings
Book flights as a travel agent (came close)
Debbie O'Brien had Grok Bot try to book flights; it came close but missed the last step, so the booking wasn't completed.
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Travel & Bookings
Book restaurants and snipe campsites and tickets
Grok Bot read calendars, picked a time and booked a restaurant; roundup also lists watching recreation.gov, ReserveCalifornia and AMC ticket…
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Travel & Bookings
Watch a ticket site and report available times
Mika Reyes set a Grok Bot routine to keep checking a Dancing with the Stars ticket website and come back with times.
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Content & Creative
Research newsletter ideas into a Notion backlog
A Content Researcher Bot researches an idea across YouTube, the web via Tavily and X, and adds findings to the author's Notion content backl…
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Research & Knowledge
Run multi-step social media research on a cloud computer
Reviewers used Grok Bot's cloud computer and X data for multi-step social-media research they found useful, work previously split across too…
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Work & Operations
Bundle monthly vendor invoices for the accountant
A scheduled bot pulls vendor, date, amount and invoice number from PDFs, bundles a month with an index, and waits for approval before sendin…
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Work & Operations
Run scheduled specialist bots with a daily chief-of-staff brief
From one setup message Grok Bot made five weekday-scheduled specialist bots and a 9:00 brief combining their output; connectors timed out an…
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Sales, Marketing & Support
Run LinkedIn outreach from ICP and intent signals
Grok Bot with an MCP and LinkedIn built outreach agents that found, enriched and messaged 97 prospects, yielding 15+ replies and one demo.
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Sales, Marketing & Support
Build lead lists and multichannel outbound sequences
Grok Bot built a lead list from the author's website and ICP, then drafted a Salesforge sequence for review before launch; author reports a …
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Sales, Marketing & Support
Review support tickets and synthesize product feedback
Grok Bot reviews human and bot-handled tickets, coaches, flags long back-and-forths, posts daily Slack reports and synthesizes feedback.
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Sales, Marketing & Support
Run founder-led sales with single-job bots
A founder uses an outreach bot staging daily cold emails for approval, an inbox bot ranking and drafting replies, and a social bot passing w…
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Software & DevOps
Shepherd PRs to merge automatically
Bots check PRs every 30 minutes, send failures back to a cloud agent, review clean PRs and auto-merge high-confidence, low-risk ones.
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Games & Simulations
Build and grow a mobile game with bots
A guide describes six bots building, shipping and improving a mobile game, including uploading ad creatives learned from a recorded click-pa…
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Software & DevOps
Use a bot as a QA intern on a live app
A Grok Bot clicked through an app's core flows several times a day, reported problems and drafted fix PRs; it found a real bug.
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Software & DevOps
Auto-open fix PRs from Sentry and log alerts
A Grok Bot called Sentinel monitors Sentry and logs and opens PRs on several repositories when triggers fire; still very early.
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Content & Creative
Make a music video from a reference
Given a song, lyric timing data, images and a reference video, Grok Bot produced a music video with transitions and text effects in minutes …
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Content & Creative
Draft and publish LinkedIn posts from voice notes
A bot learned the developer's voice, turned a voice note into a LinkedIn post and published it; the X bot stalled for lack of a token.
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Content & Creative
Prototype a promo video and design work with bots
An xAI designer used bots to prototype an animated promo, build a playground from the animation spec, and handle Figma and prototype tasks.
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Content & Creative
Run content creation with specialized bots
Creators use bots to study outlier YouTube videos, and run newsletters with research, drafting, editing and scheduling bots; one experiment …
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Content & Creative
Analyze YouTube thumbnails from channel analytics
Grok Bot connected to YouTube analytics compared top-video thumbnails' CTR against the channel average and offered new thumbnail ideas.
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Sales, Marketing & Support
Find buying signals on Reddit
A reviewer mentions a Grok Bot that found buying signals on Reddit.
Read case →Each case links back to the original post.