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prompt versioning

Applied AI interview questions tagged prompt versioning, across every topic.

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Concepts behind "prompt versioning"

The curriculum that explains the ideas these questions test.

Core
⚙️ System Design for AI in ProductionSign in
Prompt Versioning and ManagementPrompt versioning treats prompts as production artifacts with their own change log, eval-backed releases, and rollback path, instead of string literals buried in application code. The key move is decoupling prompt changes from code deploys so a regression in output quality can be reverted in seconds without shipping a new binary. Applied AI interviews probe it because a candidate who edits prompts in place and ships on vibes will silently degrade quality in production.
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