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Enables AI coding agents to pull focused, token-bounded context from a local structural code graph stored in SQLite, so they can locate relevant code, traverse relationships between entities, and carry recorded mistakes into later sessions instead of reading whole files. It also supports serving that context over an authenticated local HTTP dashboard.