Inference backends (MLX, llama.cpp, HTTP), scoring engine, agent orchestrator, GGUF management, DuckDB storage, Parquet I/O. Adds CLAUDE.md/TODO.md/FINDINGS.md. Co-Authored-By: Virgil <virgil@lethean.io>