added flywheel testing infrastructure as suggested by you in the gemini chat #477
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Summary Implemented full "Data Flywheel" testing infrastructure to ensure AI robustness and security.
Key Changes:
Observability: Added TrajectoryRecorder to trace every AI thought and action (Phases 1-2).
Resilience: Verified system recovers from networks lags, noise, and infinite loops (Phase 3 Chaos).
Security: Invalidated prompt injection, leak, and breakout attack vectors (Phase 4 Red Team).
Maintenance: Established "Golden Dataset" regression suite to prevent future bugs (Phase 5).
This testing infrastructure can be used for future testing as well.