kapynDev Tools

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

This is a comprehensive observability solution for Amazon SageMaker LLM inference. It offers a holistic view of both quality and quantity metrics for LLM endpoints, leveraging Amazon Managed Grafana dashboards to provide deep insights into GPU utilization and LLM performance.

AWS ML Blog·May 29, 2026

Opening Kapyn…