Build a Reproducible AI Agent Evaluation Lab with Docker Compose
An agent evaluation fails in CI but passes locally. Before blaming the model, ask whether both runs saw the same tool responses, database state, clock, configuration, and dependency versions. Containers cannot make an external model deterministic. They can remove a large amount of accidental variability around it. I use Docker Compose as an evaluation lab: a small, versioned environment that can…
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