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What Fixture Replay Can't Catch

Agents are hard to test end to end for one boring reason: the model doesn't return the same thing twice. Ask it the same question in two runs and you get two different sentences, two different orderings, sometimes a tool call and sometimes not. Write an assertion against that and you've written a c…

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  1. 2026-11-10 16:00 · DEV Community — AI
    What Fixture Replay Can't Catch

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