Orchestrating SageMaker AI endpoint auto scaling with AWS CDK
AWS CDK construct automates SageMaker endpoint auto scaling deregister/register during updates
AWS published a workaround for a SageMaker AI endpoint update bug where CloudFormation fails when auto scaling is registered during redeployment. The solution uses a custom CDK construct with CloudFormation custom resources to orchestrate deregistration and re-registration automatically. This is a practical MLOps engineering fix with no broader AI industry signal.