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.

Multi-language agent runtime and library for execution scope management, lifecycle events, and middleware on tool and LLM calls.