Kubernetes Autoscaling in 2026: HPA, VPA, Cluster Autoscaling and KEDA — What Each One Actually Does

TL;DR: Kubernetes has four different autoscaling layers and most problems come from expecting one of them to do another one's job. The Horizontal Pod Autoscaler (HPA) changes how many pods you run. Th