Canary Deployment
Rolling out a new model version to a small percentage of traffic first, monitoring key metrics, and only promoting to full traffic if things look good.
MLOps
Rolling out a new model version to a small percentage of traffic first, monitoring key metrics, and only promoting to full traffic if things look good.