Define evaluation criteria, develop against them, gate deployments on results, and monitor continuously. Governance-as-code that integrates into your CI/CD pipeline.
The four-stage pipeline ensures no agent reaches production without passing all evaluation gates. Automated, deterministic, and fully auditable.
Each dimension measures a distinct aspect of agent behavior. Weights reflect relative importance for governance risk, producing a composite readiness score that determines deployment eligibility.
Continuous monitoring compares current agent behavior against locked baselines from the last approved evaluation cycle. Automatic re-evaluation triggers when stability scores drop below threshold.