kapynDev Tools

Comprehensive observability for Amazon SageMaker AI LLM inference: From GPU utilization to LLM quality

Amazon Managed Grafana now offers comprehensive observability for SageMaker LLM inference. Developers gain a holistic view of inference quality and quantity, integrating GPU utilization with LLM-specific metrics for better model performance monitoring on SageMaker endpoints.

AWS ML Blog·May 29, 2026

Opening Kapyn…