Testing

Unit testing verifies that a single component returns the expected effect or state when called in isolation.

Integration testing verifies that multiple components work together against a real in-process runtime, with external dependencies stubbed at the boundary.

Evaluation runs your service against a fixed set of eval cases and measures how often each reply matches its expected answer or passes an evaluator’s grading rubric.

Red teaming sends adversarial prompts through your service and measures how often the service breaks a stated rule under a set of attack styles.