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The Shadow-Logic Auditor (SLA) is a 2026-standard development tool designed to prevent "AI-driven technical debt." It intercepts LLM-generated code (from Claude, ChatGPT, or Gemini), audits it against your project’s specific architectural rules, and automatically refactors violations before they hit your main branch.