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Vibe Coding2026-07-28 · source-backed
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)
Each link below shares sources, entities, or timing with this story.
graphify uses Leiden / Shared entities / Same source / Shared topic / Earlier coverage
Linked by a graph relationship (graphify uses Leiden); both cover AST, EXTRACTED, Graphify, INFERRED; cite the same source (GitHub).
graphify benchmarked against LoCoMo / Shared entities / Same source domain / Shared topic / Tension
Linked by a graph relationship (graphify benchmarked against LoCoMo); both cover GitHub, LLM, LoCoMo, LongMemEval; reported by the same outlet (github.com).
graphify supports Claude Code / Shared entities / Same source domain / Shared topic / Earlier coverage
Linked by a graph relationship (graphify supports Claude Code); both cover AST, GitHub, LLM, RAG; reported by the same outlet (github.com).
graphify supports Claude Code / Shared entities / Same source / Shared topic / Earlier coverage
Linked by a graph relationship (graphify supports Claude Code); both cover AST, Graphify, Labs; cite the same source (GitHub).
graphify supports Claude Code / Shared entities / Same source domain / Shared topic / Tension
Linked by a graph relationship (graphify supports Claude Code); both cover GitHub, LLM; reported by the same outlet (github.com).
graphify supports Claude Code / Shared entities / Same source domain / Shared topic / Earlier coverage
Linked by a graph relationship (graphify supports Claude Code); both cover LongMemEval, MIT; reported by the same outlet (github.com).
Linked by a graph relationship (graphify supports Claude Code); both cover AST, GitHub; reported by the same outlet (github.com).
LLM uses OpenAI / Shared entities / Same source domain / Earlier coverage / Tension
Linked by a graph relationship (LLM uses OpenAI); both cover LLM, RAG; reported by the same outlet (github.com).