Manage Your ML Environment

Keep your ML environments consistent and reproducible. The agent tracks runtime configurations, detects drift, and helps you promote environments between stages.

What you'll accomplish

• Capture and version environment configurations
• Detect configuration drift between environments
• Promote environments from dev to staging to production
• Reproduce any previous environment state

Getting started

Select a host in your workspace and ask SARA to snapshot the current environment. Use that snapshot as a baseline for future comparisons.