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How Do You Test an AI Workflow That Never Gives the Same Answer Twice?

This story is from 2026-10-12. It is preserved in the archive; the latest stories are on the live feed.

How Do You Test an AI Workflow That Never Gives the Same Answer Twice? You wrote a test for your AI workflow. It passed on Tuesday. It failed on Wednesday. Same input. Same test case. Same prompt. Different output. So you ran it again. It passed. Welcome to testing non-deterministic systems. The te…

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  1. 2026-10-12 14:01 · DEV Community — AI
    How Do You Test an AI Workflow That Never Gives the Same Answer Twice?

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