Kubernetes Autoscaling 2026: HPA, VPA, KEDA, and Karpenter in Concert

HPA, VPA, KEDA, and Karpenter solve different scaling problems in Kubernetes. The article shows which combination is right for web APIs, queue-based workers, and ML inference workloads – and which pit