Composer in Production
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How I Accidentally Used Claude as a Backup System
My autonomous agent platform marked a task DONE but never opened the PR — and then the worktree got cleaned up, taking 1,300 lines of validated work with it. Except it wasn't gone. Claude had been keeping a backup I never asked for.
The Inverse Architecture: Building the System That Builds the Systems
Four months ago I introduced Composer, my AI software factory. Since then it's shipped 642 pull requests for about $4K — and I've stopped reading the code. Here's the architecture everyone else is chasing backwards.
Teaching the Factory to Pick Its Own Tools
My AI dev platform was choosing models with a regex. A $54 accounting bug, one research paper, and a morning of planning later, Composer is building its own complexity-aware model router. Here's the design.