14.1Validating Kubernetes Auto-Scaling

Kubernetes Horizontal Pod Autoscaler (HPA) promises automatic scaling based on CPU, memory, or custom metrics. But "configured" does not mean "working." Performance testing must validate that auto-scaling behaves correctly under real traffic conditions: that it scales up fast enough to absorb traffic spikes and scales down gracefully without disrupting active connections.