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Generating unit tests is easy. Proving they help is not.

What I learned building a measurable workflow for AI-written tests in Go, Java and Python. Every coding agent can now produce files full of test cases. That was the hard part two years ago. It isn't anymore. The hard part is everything around it: finding the right project, not clobbering the tests…

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  1. 2026-11-03 18:01 · DEV Community — AI
    Generating unit tests is easy. Proving they help is not.

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