Governance

Versioning

1 min read

In Short

Tracking and managing different versions of agents, models, and prompts to enable rollback and comparison.

Avoid common pitfalls

Learn what failures to watch for

Versioning is essential for reproducibility, debugging, and safe updates.

What to Version

Model versions
System prompts
Tool definitions
Configuration parameters
Evaluation datasets

Best Practices

Semantic versioning
Immutable artifacts
Deployment history
A/B comparison capability

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