A six-layer coordinated platform overview: pod-level autoscaling, node placement, spike protection, storage, cost visibility, and commitment coverage. Covers why overprovisioning happens, why optimizing each layer separately erodes gains from the others, and how the layers work together rather than as six independent tools.