Kubernetes autoscaling looks straightforward on paper. Define resource requests. Set up the Horizontal Pod Autoscaler (HPA). Choose CPU or custom metrics. Let the cluster scale automatically. Post Views: 39 Post navigation Building a Video Evidence Layer: Moment Indexing With Timecoded RetrievalWhen AI Crashes: Classifying Failure Modes in Safety-Critical Software