kapynDev Tools

Monitor and debug generative AI inference with SageMaker detailed metrics and Insights dashboard on CloudWatch

SageMaker now offers detailed metrics and a CloudWatch Insights dashboard for generative AI inference. These enhancements provide deeper visibility into real-time model hosting for Single-model endpoints and Inference components, crucial for debugging and optimizing performance. Developers can now more effectively monitor latency, throughput, and resource utilization for their deployed LLMs.

AWS ML Blog·Jun 18, 2026

Opening Kapyn…