Amazon SageMaker AI Spaces adds managed JupyterLab and Code Editor environments to Amazon EKS clusters. The add-on lets machine learning teams run interactive IDEs directly on their existing Kubernetes infrastructure while supporting secure browser access and VS Code connections via SSH-over-SSM. Developers gain a unified workspace solution that streamlines ML workflows without requiring separate infrastructure management.
Opening Kapyn…