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healthMEDIUM2026-04-21 21:51 UTC

Why Your Production LLM Prompt Keeps Failing (And How to Diagnose It in 4 Steps)

You ship a prompt. It works in the playground. Two weeks later, someone files a bug: the model is doing something completely wrong in a specific context. You read the prompt again. Nothing looks broken. So you rewrite it. The bug is gone — but now three other behaviors regressed. You fix those, and

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