How do you version control LLM prompts?
Prompt Engineering Patterns: Optimization, Versioning, A/B Testing, and Production Best Practices
Audio flashcard · 0:18Nortren·
How do you version control LLM prompts?
0:18
Version control prompts like code. Store them in a repository with a clear naming scheme, semver versioning, and changelog entries explaining what changed and why. Each version should be testable independently and tied to a specific evaluation result. Tools like LangSmith, LangFuse, and PromptLayer provide prompt-specific versioning with analytics.
docs.smith.langchain.com