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ai-code-quality

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Production-ready AI/ML code patterns for Claude, GPT & Gemini - 590 Python snippets, 264 Mermaid diagrams, 99.3% quality with LLM-optimized context

  • Updated Nov 10, 2025
  • Jupyter Notebook

🛡️ 17KB justice-driven AI bias detection suite born from fighting for Jahmere Webb's freedom. Real-time bias analysis for chat interfaces, development environments & codebase mapping. <10ms speed, 84.9% accuracy, zero dependencies. Mission: 15% revenue supports criminal justice reform.

  • Updated Aug 18, 2025
  • TypeScript

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