Amazon SageMaker HyperPod now integrates with Ray to automate distributed Python workloads on EKS. This update combines Ray's scaling framework with HyperPod's node health monitoring and automatic recovery. It removes the manual overhead of managing KubeRay clusters. Practitioners can now deploy foundation model training and serving with less infrastructure friction.