Spend leftover Claude and Codex quota on small pull requests
A founder built a bot that turns spare subscription tokens into pull requests for small tasks he never gets around to.
GitHub use cases
Real things people did with GitHub, sourced and with recipes.
Use cases
Screen new magnetic materials for computer memory with an agent team
A researcher used a team of Claude Opus agents to run physics simulations and surface two candidate magnets for spin-based memory, then published every calculation.
Agree on PR rules before a teammate sends a 5,000-line vibe-coded PR
A developer wrote about his business partner sending a 5,000-line vibe-coded PR he had not tested.
Go from alert to fix with MCPs for logs, metrics, incidents and code
An SRE team gave its LLM MCPs for Loki, Prometheus, Grafana, Incident.io, GitHub and server inventory.
Watch user sessions, find real bugs and open only verified fixes
A former Robinhood engineer built an open-source agent that investigates user-facing issues and opens a PR only when it can verify the fix.
Run a solo automation agency on Claude Code and reusable skills
A solo operator describes building a $40k/mo services business with Claude Code, a skills folder, and tiered offers from websites to monthly systems.
The Daily 5.
Five real AI agent use cases each morning, each with a recipe and a source. Plus a Sunday roundup. Free.