Fix SageMaker Auto Scaling Deployment Issues with AWS CDK

Struggling with CloudFormation and AWS CDK deployments when your SageMaker AI endpoint has auto scaling enabled? This article walks you through building a reusable AWS CDK construct using CloudFormation custom resources that automatically handles the deregistration and re-registration of auto scaling, letting you update endpoints and scaling policies in one smooth deployment.