EC2 compute savings that compound only in sequence: rightsizing, then node consolidation, then capacity type, then commitments. Covers the VPA/HPA feedback loop, Karpenter vs. Cluster Autoscaler consolidation, Fargate’s bin-packing ceiling, and a bin-packing-vs-startup-latency trade-off, closing with a 90-day rollout plan.