CDK construct smooths SageMaker endpoint autoscaling updates
What is Orchestrating SageMaker AI endpoint auto scaling with AWS CDK?
The guide provides a reusable CDK construct that uses CloudFormation custom resources to deregister a SageMaker endpoint from Application Auto Scaling, apply updates, then re-register it. This sidesteps deployment failures that happen when updating a scaled endpoint.
Who it is for
MLOps engineers who manage SageMaker models with CDK can keep their auto-scaling pipelines alive without manual workarounds.