Workflow

Append-only markdown memory works great — until it doesn't. After watching the system degrade in production, our team redesigned it from scratch with strict principles: small, high-signal, controlled, and self-maintaining.

A simple file-based memory system that turns AI agents from forgetful interns into reliable collaborators. Works for engineers, designers, writers, and anyone who uses AI tools daily.