AI features need regression tests too.
Evaluation suites turn subjective model behavior into something teams can discuss, monitor, and improve. They do not remove judgment, but they make judgment less anecdotal.
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Evals as tests: bringing CI/CD discipline to AI features
If you would not ship code without tests, you should not ship a model without evals.