Updated every day
New use cases, day by day
Every day the scanner goes looking for things people got an AI agent to do. Whatever it finds lands here first. You can also follow along by RSS.
Thu, Oct 8
Oct 8, 2026 · 26 new
- Custom agent
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 follow-ups, and pauses on replies with human approval.
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 analysis and drafting outbound emails.
- Custom agent
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.
- Custom agent
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 costs across sites.
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 slower than doing it by hand.
- Custom agent
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.
- Custom agent
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.
- Custom agent
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.
- Custom agent
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% resolution rate (self-reported).
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 replies held for human approval.
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 variations, pausing for the user to log in.
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.
- Custom agent
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 creates triage records with optional Slack alerts.
- Custom agent
Evaluate hiring candidates against competency levels
A commenter built a basic hiring agent loaded with competency definitions and levels for HR evaluation work.
- Custom agent
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.
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 not recommend it for complex SEO work.
- Custom agent
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 outreach emails.
- Custom agent
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.
- Custom agent
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 automations.
- Custom agent
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.
- Custom agent
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 corrections.
- Custom agent
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 hands off to humans via a dashboard.
- Custom agent
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.
- Custom agent
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.
- Custom agent
Write, schedule and track social posts daily
An agent writes a business's social posts, schedules them daily and tracks performance without manual input.
- Custom agent
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.
Wed, Oct 7
Oct 7, 2026 · 27 new
- Custom agent
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-printed holders, and tracking email appointments.
- Custom agent
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.
- Custom agent
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.
- Custom agent
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-parameter listings, and he found a place through a friend.
- Custom agent
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.
- Custom agent
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 browser automation.
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 automations.
Reschedule meetings and send daily briefings
OpenClaw checks availability, updates events and drafts confirmations for reschedule requests, and sends daily briefings via messaging apps.
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; this is a tutorial-style setup.
- Custom agent
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.
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 alerts caregivers on missed doses.
- Custom agent
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, action items, calendar and drafts.
- Custom agent
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 about five minutes.
- Custom agent
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 calendar.
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 of date.
- Custom agent
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.
- Custom agent
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.
- Custom agent
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.
- Custom agent
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 Alexa.
- Custom agent
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.
- Custom agent
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.
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 reports 3 interviews and 1 offer.
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.
- Custom agent
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.
- Custom agent
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.
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 health and genetic plan.
- Custom agent
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.
Tue, Oct 6
Oct 6, 2026 · 23 new
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, leaving checkout to the human.
- Custom agent
Run multi-agent LLM financial trading analysis
A framework of multiple LLM agents that collaborate on financial trading decisions.
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 limit.
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 leftover perishables for a shopping list.
- Custom agent
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.
- Custom agent
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.
- Custom agent
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 before payment.
- Custom agent
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 better deal.
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 code changes.
Pay bills, clear inbox, and order groceries
A Muse agent called Scout reportedly paid bills, cleared the inbox, and ordered groceries for its user.
- Custom agent
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.
Appeal a denied travel insurance claim
The poster used Gemini during the appeal of a rejected travel insurance claim and says the appeal succeeded.
- Custom agent
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.
- Custom agent
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.
- Custom agent
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.
Write Playwright tests with Playwright MCP and Claude Code
A walkthrough of using Playwright MCP with Claude Code to generate Playwright tests in minutes.
- Custom agent
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 recipes.
- Custom agent
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.
- Custom agent
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.
- Custom agent
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 white dress shirt.
- Custom agent
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.
- Custom agent
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 a report.
- Custom agent
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 three TVs.
Mon, Oct 5
Oct 5, 2026 · 232 new
Research and draft cold outreach with Claude Code
Claude Code handles research and drafting for cold outreach while a separate platform sends at scale.
- Custom agent
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.
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.
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 transactions under contract.
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.
- Custom agent
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.
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 browser, with the poster confirming payment from their phone.
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.
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.
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.
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.
- Custom agent
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.
- Custom agent
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.
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 GitOps system.
- Custom agent
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 travel booking project instead.
- Custom agent
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.
- Claude
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-list step.
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.
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.
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.
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 site and LinkedIn research.
- Custom agent
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 and bookkeeping.
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 labs confirmed it.
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 with them.
- Custom agent
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 customer so far.
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 system.
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.
- Custom agent
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 over time.
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.
- Custom agent
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.
Automate lead research, CRM updates and enrichment
Claude Code handles repetitive prospecting-adjacent workflows like lead research, reporting, CRM updates and enrichment.
- Custom agent
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, amount, tax, category and date.
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.
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.
- Custom agent
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.
- Custom agent
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.
- Custom agent
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.
- Custom agent
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 invented citations.
- Custom agent
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.
Qualify scraped leads and write personalized openers
Claude Code researches company news for icebreakers, qualifies leads from scraped lists and writes personalized opener variations.
- Custom agent
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 inbox.
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.
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.
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.
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.
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 reliably shop, book or reserve.
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 emails.
- Custom agent
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 checks the final course.
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 replies.
- Custom agent
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.
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.
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.
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 plane.
- Custom agent
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 financial reports.
- Custom agent
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 without ordering.
- Custom agent
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 PRISMA diagram.
- Custom agent
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 ffmpeg in under an hour.
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 double-posted to Reddit in week one.
- Custom agent
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.
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.
Plus 172 more added that day. Browse everything
Sat, Oct 3
Oct 3, 2026 · 657 new
- Claude
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.
- GitHub Copilot
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.
Get a second opinion on an MRI
One person's account of using Claude Code to analyze their own MRI.
- Custom agent
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 Telegram to approve refunds or disputes.
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.
- Custom agent
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 licensed broker.
Find connections across 100 non-fiction books
Claude Code browses a personal library with CLI tools and surfaces trails of related excerpts across books.
- Qwen 3.6 27B
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 ordered products for them online.
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.
Play RollerCoaster Tycoon
Ramp Labs put Claude Code in RollerCoaster Tycoon.
Find a Linux vulnerability hidden for 23 years
An account of Claude Code uncovering a long-standing vulnerability in Linux.
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.
Manage 18 agents from a Notion workspace
Notion used as the control plane for a fleet of 18 OpenClaw agents.
- Claude
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.
- ElevenLabs
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 company CRM.
- Custom agent
Edit raw footage by describing the video you want
Cardboard goes from raw footage to an edited video from natural-language instructions.
- Sanity
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.
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.
- Custom agent
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 validates the cart; the author finishes checkout manually.
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 forms, stopping before purchase.
- Custom agent
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.
Debug low-level cryptography code
Cryptography engineer Filippo Valsorda's write-up on Claude Code debugging low-level crypto.
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.
- Custom agent
Plan the workday across calendar, tickets, email, and docs
A planning agent that works across Google Calendar, Linear, Gmail, and Google Docs through MCP.
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.
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 their own content.
- Custom agent
Build your own video-editing agents on a canvas
Mosaic lets you create and run multimodal video-editing agents in a node-based editor.
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 reimbursed.
- Custom agent
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 comps can be updated across sessions.
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.
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't enter 2FA codes, so it only got partway.
- Custom agent
Compete in a real-time strategy game
A game environment built for frontier LLMs to play against each other.
- Claude
Find exploitable bugs in smart contracts
Anthropic's red team reports agents finding $4.6M worth of blockchain smart contract exploits.
- Custom agent
Review Linux kernel patches
Google engineers launched Sashiko, an agentic AI code reviewer for the Linux kernel.
- Custom agent
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.
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.
- Custom agent
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.
- Notion
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.
- Custom agent
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 verification.
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.
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 payment.
- ChatGPT Deep Research
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 book accommodation.
Race three models to build a Counter-Strike clone
InstantDB had Codex, Opus, and Gemini each try to build a multiplayer shooter.
- Custom agent
Reverse-engineer binaries in Ghidra
An MCP server exposing 110 Ghidra tools for AI-assisted reverse engineering.
- Custom agent
Self-host services on a home server
A write-up on how CLI agents make running your own home server easier and more fun.
- Custom agent
Read and edit Word, Excel, and PowerPoint files
OfficeCLI is an office suite built for agents to read and edit Microsoft Office files.
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 family.
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 contacted 80 companies for one sale.
- Custom agent
Keep a personal website's content updated automatically
A developer's setup for automating their site's content with agents and MCP.
- Custom agent
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 after the visit (US only).
- Claude
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.
- Instacart Clementine
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 items.
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 take over.
- Custom agent
Play-test your own game
A developer built an agentic test harness so an AI could play their game and help with play-testing.
- Custom agent
Explore open math problems with a multi-agent system
A paper on autonomous mathematical discovery in an open-world multi-agent environment.
- Custom agent
Work on mainframes and COBOL
Hopper is an agentic development environment for the mainframe systems behind banking, payments, insurance, and airlines.
- Custom agent
Run a company autonomously
Andon Labs on why they built Pion, an agent designed to run any company on its own.
- Custom agent
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.
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.
- ChatGPTClaude
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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Five of these in your inbox every morning
The best things people got an AI agent to do, each with the prompt to try it.