Architecture
Source-to-answer architecture, evidence classes, publication boundaries, retrieval, and the shared CLI/MCP query engine.
Benchmarks and evidence
Measured token-reduction numbers, methodology, the head-to-head against the original Python Graphify, and the embedding experiment — all reproducible.
Retrieval validation (September–October 2026)
Paired local retrieval measurements, symbol preservation and performance tradeoffs.