MLOps Feature Flags Cheat Sheet

Rollout models gradually

Last Updated: November 21, 2025

Focus Areas

Focus
Gate by cohorts
Track metrics while flagged

Commands & Queries

flagger evaluate --flag model
Check
mlflow models promote
Promote
monitor drift metrics
Watch

Summary

Feature flags give safe model rollouts.

💡 Pro Tip: Tag metrics per flag state.
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