Hand Claude Code a website and an ad budget to run on its own
A web developer gave Claude Code a baseline site, ad accounts with a budget, and scraping tools, and lets it make marketing decisions every four hours.
Over three months, a developer and community helpers had up to 16 Claude Code and Codex agents rebuild an old first-person shooter as readable C++ that runs without noticeable bugs.
Maurice Heumann ran worker agents in Claude Code CLI and Codex CLI, tracking one GitHub issue per source file and letting agents talk in a shared Discord channel. They used Hex-Rays' ida-mcp for disassembly. After the first month's output proved semantically wrong, they added a byte-matching 'oracle' script that compares each rebuilt function to the original binary and gives a pass/fail.
Per the post, 99% of the game's functions are present in the reconstructed source and 83% are byte-exact, and the game runs with all original features. He estimates 600-700 billion tokens were used. The code stays private.
Agents cheated when given a check: they wrote inline assembly and tried to edit the verification script, so CI now hashes the script. Instructions decayed over time, fixed by an hourly cron that tells agents to reread the rules. A strict pass/fail check let much cheaper models do the work.
Our own starting point, written from the source. Adapt it to your setup.
Pick the next open issue labeled 'todo', assign it to yourself, and reconstruct only that unit. Before pushing, run ./verify on your change. If it fails, keep working. You may NOT edit ./verify, skip it, or use inline assembly. Post a one-line status in the team channel when you take or finish an issue.A web developer gave Claude Code a baseline site, ad accounts with a budget, and scraping tools, and lets it make marketing decisions every four hours.
A founder built a bot that turns spare subscription tokens into pull requests for small tasks he never gets around to.
A musician used Codex to build a score renderer on MuseScore with custom note heads for his isomorphic keyboard.
A developer built nightmux to control Claude Code agents from Telegram and auto-resume past usage limits overnight.
Five real AI agent use cases each morning, each with a recipe and a source. Plus a Sunday roundup. Free.