AI/ML●Mid
The Deterministic Core Architecture for AI-Augmented Applications
Interesting diagnosis of AI statelessness, but six artifacts aren't directly accessible.
Big Brain
Brandon_Bell
309d ago
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GitHub Repository
Detect architectural erosion from AI-generated code. Static analyzer for pattern fragmentation, architecture violations & mutant duplicates.
10 starsPython
Drift – Catching architectural erosion from AI-assisted coding
by sauremilk·Mar 25, 2026·1 point·0 comments
AI Analysis
●●SolidSolve My Problem
Catches architectural erosion that Ruff and Semgrep miss entirely.
Strengths
- •Six scoring signals track architectural drift over time.
- •SARIF output integrates with GitHub code scanning.
- •Deterministic analysis means no LLM hallucination in findings.
Weaknesses
- •Python-only limits reach to multi-language codebases.
- •Three stars suggests early adoption and unproven detection accuracy.
Category
Target Audience
Python teams using AI coding tools in monorepos
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SonarQube · CodeQL · Semgrep
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