Score final system state, approval order and unwanted side effects alongside the quality of an agent’s final response.

Design review cards and approval rules that show exactly what will happen, who may authorize it and when the decision expires.

Create realistic, reviewable tests for routine work, ambiguity, missing evidence, access boundaries and tool failures before rollout.

Define completion, cancellation, blockers and irreversible actions before letting an agent run unattended.