## Lesson — Material updates to LLM system prompts should include

**Tags:** prompt-engineering, devops, versioning

Material updates to LLM system prompts should include explicit version identifiers or timestamps within the prompt header. This enables tracking of behavior changes over time and ensures that agent deployments can be pinned to specific, validated logic versions.
