Build a Reproducible AI Agent Evaluation Lab with Docker Compose
This story is from 2026-09-21. It is preserved in the archive; the latest stories are on the live feed.
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 variab…
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- 2026-09-21 16:51 · DEV Community — AI
Build a Reproducible AI Agent Evaluation Lab with Docker Compose