9.7Key Takeaway

The production harness is the bridge between the abstract guardrail concepts and a working system. It enforces constraints, provides observability, handles errors gracefully, and supports different profiles for different environments. Every team running agentic tests in CI should have a harness like this -- it turns unpredictable agents into reliable pipeline components.