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Move prompts out of code into a prompt registry (Langfuse prompt management, or versioned files in Git): each prompt has a name, version and label (production / staging). The app fetches the 'production' prompt at runtime, so you can roll a prompt forward or back without redeploying, and every trace records which version answered.
Builds on: 2.3 Prompts in code