Deploy Hugging Face models on Amazon SageMaker AI with coding agents

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What happened
Deploy production-ready Hugging Face models on Amazon SageMaker AI using six open-source agent skills. Point a coding agent at a model and get back a real-time endpoint with the right serving container, autoscaling, Amazon CloudWatch alarms, and a verified teardown path.
Summary assembled by rule from the sources below