graphify publishes retrieval benchmarks with zero LLM credits: 0.497 recall@10 on LOCOMO, 76% on LongMemEval-S.

Compounding at ~847 stars/day to 97,447, built on tree-sitter AST parsing across 36+ languages plus Leiden community detection, with no vector store anywhere in the pipeline. Every edge is labeled EXTRACTED (explicit in source) or INFERRED (derived through resolution), which is the transparency argument against embedding-based code retrieval, and a real one. 45.3% QA accuracy on LOCOMO (n=300), 76% on LongMemEval-S (n=50), claiming parity with dense RAG at zero LLM cost for code-only extraction. Dual Apache-2.0/MIT. (GitHub)