AI on Kubernetes in Production: The Complete Accountability Stack for GPU Workloads

Executive Summary Kubernetes 1.32 introduced Dynamic Resource Allocation (DRA) as GA, replacing device plugins for structured GPU allocation GPU node taints and namespace ResourceQuotas are the minim