The system records runs, generates tests from QA plans and DOM baselines, analyzes PR coverage against critical user journeys, and routes nightly failures.
For UI-drift failures, the agent may propose a repair, but Cerebras says deterministic code applies a literal find-and-replace, requires a live rerun, and leaves merge approval to a human. Its release-risk floor may be raised by the model but not lowered.