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How to Test a Generative AI App Before Letting Users Try It

https://theaiapptestingpulse.juniperbrief.com/posts/how-to-test-a-generative-ai-app-before-letting-users-try-it

Before letting users loose on a generative AI app, simulate their behavior: feed it a batch of tricky prompts, then dig into the outputs for hallucinations, bias, and coherence. Run it through edge cases—gibberish, sensitive topics, conflicting instructions. Tweak the prompt template or filtering step by step until the model stays helpful without going off the rails. Finally, do a small beta test with real users, watch the logs, and fix the weird stuff you missed. It's a grind, but users forgiv…