Learning objectives
- • Define the release unit for an LLM product
- • Pin model versions and document upgrade criteria
- • Rollback prompt, retrieval, and tool changes coherently
LLMOps
Prompt, Model, Tool, and Retrieval Versioning
Treat LLM behavior as a release artifact by versioning prompts, model snapshots, tool schemas, retrieval configs, and eval sets together.
Recommended on day 5180 minutesIntermediate
Interview prompts
- • What exactly should be versioned in a production LLM app?
- • How do you roll back a bad prompt release?
Prerequisites