Real AI agent use cases, with sources and setup prompts
Job seekers who let agents scrape postings, score fit, tailor CVs and prep interviews, with their real results. 8 matching use cases below, each with a public source.
Looking for something else? Search all 886 use cases or .
A developer in Nigeria built a personal job search agent with LangGraph and Gemini. It searches 6 job-board APIs, keeps only remote roles that accept candidates from Nigeria and scores matches against his CV.
Built a ChatGPT and Claude plugin that helps apply to jobs from inside the chat interface.
A recruiting workflow in n8n chains a resume agent, a candidate agent and a job-matching agent and writes results to Google Sheets. The builder says it turns about 20 hours of manual work into 2 minutes.
Open-sourced JobPilot, an MCP server with no LLM of its own that drives your logged-in Chrome for email, LinkedIn Easy Apply and ATS forms and learns from failures.
A geophysicist who lost his job built ai-job-search on Claude Code: it scrapes postings, scores how well each fits him, tailors the CV and cover letter, then preps the interview. He got hired, and the repo picked up 2,232 GitHub stars in a day.
A non-coder runs a small team of Grok Bots on routines: one finds remote jobs and tailors his CV, one tracks crypto and fintech news, one drafts content and one coordinates the rest, on a cloud computer even with his laptop closed.
A laid-off geophysicist, Mads Lorentzen, built his own job-search system in Claude Code and has open-sourced the workflow on GitHub.
A job board that lists only engineering roles whose postings name Claude Code, Cursor, Codex, Copilot or similar tools.
How to make faceless YouTube videos with AI · How to automate work with n8n and AI · How to vibe code an app with Claude Code · How to build AI agents for SEO and ads · How to run multiple coding agents together · How to build an MCP server for AI agents · How to add memory to coding agents · How to secure vibe-coded apps and agents · How to observe and debug AI agents · How to build agent memory and context layers · How to control coding agents from your phone · How to add payments to vibe-coded apps · How to run local LLMs with AI agents · How to set up Grok Bot agents for real work · How to build with Gemini 4 Argon and Gemini agents · How to use AI agents for taxes, bills and budgets · How to make AI video ads and Reels with agents · How to set up Hermes Agent workflows · How to vibe code a game with AI · How to replace SaaS subscriptions with vibe-coded tools · How to use AI agents for errands, calls and shopping · How to use Cursor agents and automations · How to make 3D scenes and models with AI and Blender · How to use Claude Code skills and plugins · How to cut AI coding agent costs and token use · How to automate a small business with AI agents · How to compare AI models on the same prompt · How to build hardware projects with AI agents · How to make AI music videos and songs · How to use AI agents with Obsidian and your notes · How to build apps and games for your kids with AI · How to use ChatGPT for real projects and everyday tasks · How to make AI agents ask for approval before they act · How to build AI trading and investing agents · How to build AI agents that make and answer phone calls · How to plan meals and groceries with AI agents · How to use AI agents for fitness and health · How to undo, checkpoint and stop runaway coding agents · How to automate social media posts with AI agents · How to build a smart home and voice assistant with AI agents · How to make money with AI agents · How to build a website with AI agents
Five real AI use cases with setups, every morning. Free.
The Daily 5 will arrive in your inbox each morning. Unsubscribe any time.
Send the public link (post, video, repo or write-up). We credit you and link back.