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Evaluation, Cost Control, and Observability·Lesson 17 of 24·20 min

Unit tests for agents, golden datasets, and metrics

This lesson is for enrolled learners

Concept Agents are non-deterministic — the same input can produce slightly different output on different runs — which makes traditional unit testing ("assert output equals X") insufficient. An evaluation harness is the agent equivalent of a test suite: a fixed set of inputs with known-good expectations, run automatically whenever you change a prompt, tool, or model, so regressions are caught……

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