Definition
A test suite for agent behavior — fixed inputs run against the agent and graded for correctness.
In practice
Without evals, you're guessing whether your prompt change made things better or worse. The minimum useful eval set: 20-50 representative inputs with the expected behavior labeled. Run after every significant prompt or model change. The discipline matters more than the tooling — a Google Sheet eval beats no eval.