All use cases
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.
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.
Orchestrate a multi-phase RAG migration with Gemini
A walkthrough of using Gemini CLI to coordinate a complex, multi-phase cloud migration project.
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.
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.
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 order.
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 pickup timing.
Order groceries from Amazon Fresh and Whole Foods
Alexa+ orders groceries, tracks past purchases and remembers recipes and dietary preferences.
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.
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.
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.
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.
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.
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 the link back.
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.
Order pizza for a group with computer use
Anthropic engineers had Claude computer use navigate DoorDash and choose pizzas for a group.
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.
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 calendar.
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 comes from a vendor video with no named users.
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 save five to six hours a week.
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 up a price tracker.
Pair-program with LLMs on personal projects with Claude
The author uses Claude web and Jules (Gemini with GitHub integration) as pair-programming partners, navigating while coding locally and submitting back.
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.
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 flashing (secondhand account).
Pay bills, clear inbox, and order groceries
A Muse agent called Scout reportedly paid bills, cleared the inbox, and ordered groceries for its user.
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 arranged.
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.
Phone local stores to check product stock with Grok Bot
A Grok-based personal assistant used Bland.ai to call local stores, hold conversations about stock, and return full transcripts with availability.
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.
Place library holds for books you need
An always-on agent picks titles for a request like chess books for a 6-year-old and books them via the county library site; the library emails when ready.
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.
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.
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.
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.
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.
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 Gmail email.
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 pending at the end.
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 struggled.
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.
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.
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 an item.
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.
Plan and book a short-notice work trip with Grok Bot
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 than booking himself.
Plan and order a week of groceries with Claude 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.
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 learn from corrections.
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 updated its memory; nothing was booked.
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 business travel.
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.
Plan family vacations with Deep Research with ChatGPT
Author uses ChatGPT Deep Research with detailed family prompts to find destinations, attractions and schedule trips; it can't yet filter and book accommodation.
Plan meals and fill an Instacart cart with ChatGPT
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.
Plan meals and place grocery orders from a Google Doc with Claude
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.
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.
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.
Plan parties and shop for products with Claude 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.
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 confirmation.
Plan the workday across calendar, tickets, email, and docs
A planning agent that works across Google Calendar, Linear, Gmail, and Google Docs through MCP.
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.
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 scaling.
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 saving state.
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 computer-use workflow.
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.
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 car and tax form attempts.
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-agents.
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 were consumed by setup and repetitive dialogue.
Play RollerCoaster Tycoon
Ramp Labs put Claude Code in RollerCoaster Tycoon.
Play-test your own game
A developer built an agentic test harness so an AI could play their game and help with play-testing.
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.
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.
Port a Chrome extension to Safari
The author had ChatGPT take the Session Buddy extension source from Chrome, port it to Safari and install it, taking about 20 minutes.
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 quickly.
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 broke.
Port the Copilot runtime to Rust agentically
Microsoft reportedly used agents to port its Copilot runtime to Rust for $120K, according to the headline.
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.
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; nothing ships until the user taps Place Order.
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 conflicts, though inbox prioritisation was weak.
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 forms.
Prepare federal and state tax returns from a folder with Claude
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 matched TurboTax, but needed mailing.
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 mapping.
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 packing list, and drafted a client email in Gmail.
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 mailboxes; in private beta.
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 entries and schedules payment.
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; clip joined with ffmpeg outside.
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.
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 captions for a vertical video.
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 document in one minute.
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.
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 video.
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 cited brief.
Produce competitor research reports and build a landing page
A team ran a multi-source competitor research report and a working landing page build through Manus, logging output and fixes needed.
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 afterwards.
Program a sub-$2k personal robot
MARS is a general-purpose robot with an open onboard agentic OS built on ROS2.
Prospect, score leads and run outbound email sequences with Claude
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.
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.
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 worktrees.
Publish a daily YouTube video and route form leads automatically
Reviewers use Make workflows with Gemini to generate ideas, create and title a daily YouTube video, and route Google Form responses into a CRM with follow-ups.
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 content and duplicates as problems.
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.
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.
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.
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 multi-agent valuation and sentiment workflow.