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Rust static-analysis security research platform for IFDS, Z3/Kani proof obligations, exploit-witness synthesis, and post-quantum provenance.

5 starsRust

The Janitor – A 58MB Rust static analyzer to block AI-generated PR slop

by GhrammR·Mar 4, 2026·3 points·2 comments

AI Analysis

MidBig BrainBold Bet

Memory-mapped zero-copy scanning is clever, but 'block AI slop' is marketing over substance.

Strengths
  • Zero-copy architecture via mmap genuinely efficient for massive codebases (3.5M LOC in 33s).
  • Zombie dependency detection cross-references manifests against live symbol graph, catches hallucinated imports.
  • CycloneDX CBOM attestation on merge provides cryptographic audit chain (ML-DSA-65 + BLAKE3).
Weaknesses
  • 'AI slop detection' is overmarketed; core feature is dead-code removal, which linters already do.
  • Requires GitHub App + SaaS, but core value proposition (static analysis) is commodity; SAST/linter market saturated.
Category
Target Audience

Platform engineers, security teams enforcing code quality gates on AI-assisted contributions

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Sonarqube · ESLint + custom rules · Semgrep

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