Playbook: MLOps & ModelOps — Production Model Lifecycle

Practical patterns and playbooks for deploying, observing, versioning, retraining, and controlling costs for models in production.


Checklist

MLOps Production Readiness Checklist

Interactive, actionable checklist for moving ML models from prototype to production. Each checklist item includes a readiness yes/no, owner, and notes/acceptance criteria so teams can capture decisions, assign responsibility, and save the result to organizational memory.

Members: