Karpenter Node Autoscaling for Kubernetes: Production Deep Dive Posted by By MPRAUTO MPRAUTO April 23, 2026Posted inKubernetesNo Comments How Karpenter replaces cluster-autoscaler in production — NodePool design, consolidation, disruption budgets, spot-on-demand mixing, and real-world cost savings (2026).