ShipFast is an autonomous AI dev framework that eliminates context rot. Instead of bloated chat history, it uses a SQLite knowledge graph (Brain.db) to persist functions, imports, decisions, and errors. Each task runs with fresh context while learning over time. Result: 70–90% fewer tokens, better code quality. Works with Claude Code, Cursor, Copilot, Windsurf and more.
