Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.

Context optimization for AI coding agents — lower token cost and latency without sacrificing accuracy.