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Prompt Versioning and Release Gates for LLM Apps

Community description: The fastest way I know to break a working LLM feature is to "just tweak the prompt" on a Friday....

Dev.to | Nov 4, 2026 | Darius Tran

Automated excerpt

Every prompt lives in its own file, with a version and a short changelog note. The gate runs every case against the new prompt version and fails the build if the pass rate drops below the current version. If you version only the template, you can still ship a "same prompt, different behaviour" change without noticing.

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