kapynDev Tools

Orchestrating SageMaker AI endpoint auto scaling with AWS CDK

A reusable CDK construct resolves SageMaker endpoint update failures by managing Application Auto Scaling registration. It uses CloudFormation custom resources to automatically deregister and re-register scaling policies during deployments. This ensures smooth updates without manual intervention.

AWS ML Blog·Oct 23, 2026

Opening Kapyn…