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An AST-free, LLM-free heuristic knowledge graph engine for deep repository intelligence. Map, secure, and modernize enterprise codebases across 50+ languages at extreme velocity

40 starsPython

BlAST Engine: AST-free static analyzer to generate agents.md in CI pipe

by squid-protocol·Apr 29, 2026·1 point·0 comments

AI Analysis

MidBold Bet

Claims AST-free text scanning beats traditional parsers for generating codebase knowledge graphs.

Strengths
  • Zero dependencies and airgap-ready design suits strict enterprise security environments.
  • Heuristic scanning handles mid-file language switching better than strict AST parsers.
  • Generates deterministic 3D knowledge graphs without LLM hallucination risks.
Weaknesses
  • Marketing-heavy README with buzzwords like 'Code Bioinformatics' obscures actual mechanics.
  • AST-free approach likely misses nuanced syntax errors that proper parsers would catch.
Target Audience

DevSecOps teams, AI engineers needing context for large codebases

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Sourcegraph · Semgrep · CodeQL

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