AI coding tools have become extremely capable. Claude Code can understand a large codebase. Codex can execute multi-step engineering tasks. Gemini CLI can navigate repositories and implement features. Cursor, OpenCode, and the next generation of coding agents are increasingly capable of operating like autonomous engineers. But there is still a fundamental problem: AI coding tools lose context. Your repository shouldn't. That is the problem we are trying to solve with DoozCTL . ...