The Invisible Load Spike: Why Your Autoscaler Fails When It Matters Most (And How to Fix It)

Your autoscaler is a liar. It promises to scale your workloads when demand spikes, but in production, when revenue is on the line, it chokes. The HorizontalPodAutoscaler (HPA) controller loop runs every 15 seconds, metrics-server takes another 30 sec...