Deploy Hugging Face models on Amazon SageMaker AI with coding agents

Amazon SageMaker AI now supports deploying Hugging Face models using specialized coding agents with six open-source skills that automate infrastructure decisions, autoscaling, and monitoring. This approach ensures production-ready endpoints with correct containers and verified teardown paths, improving reliability and cost-efficiency over unguided agent deployment attempts.