Learn how Karpenter provisions and consolidates cluster capacity by using NodePools, NodeClasses, and NodeClaims, plus how it compares to Cluster Autoscaler.

Learn how Karpenter provisions and consolidates cluster capacity by using NodePools, NodeClasses, and NodeClaims, plus how it compares to Cluster Autoscaler.

A guide to the most critical Karpenter metrics for tracking scheduling latency and cloud provider errors.

Learn how to monitor Karpenter with Datadog. Visualize and alert on Karpenter health and performance, and track cost efficiency with Cloud Cost Management.

Learn vendor-agnostic ways to monitor Karpenter: kubectl spot-checks, Prometheus/Grafana metrics, and logs that explain scaling and consolidation activity.