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Implemented three-layer defense mechanism to prevent AI-generated code from breaking the codebase: - Layer 1: AGENTS.md with universal AI agent instructions - Layer 2: Husky pre-commit hooks with test file checking - Layer 3: GitHub Actions CI with TypeScript, ESLint, tests, and coverage Includes design document, test infrastructure, and coverage thresholds. Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>