Agent frameworks & orchestration
The Most Common Questions About Agent Evals, Answered
Agent evals test more than exact answers: they can check variable outputs, the steps an agent took, and whether its actions left the right result.
Why it matters: A layered evaluation loop can catch regressions before release and surface problems the test dataset missed in production. Checking traces and final environment state also helps distinguish a correct-looking answer from a correct, permitted course of action.