Karpenter 0.32 delivers improved node provisioning algorithms, enhanced cost optimization features, better spot instance management, expanded cloud provider support, and advanced consolidation strategies.
Cluster API v1.0+ maturity, cluster hibernation for cost optimization, advanced controller tuning, and production patterns for managing large-scale cluster fleets.
Kubernetes 1.33, codenamed 'Orion', delivers 47 enhancements with 15 features graduating to stable, focusing on intelligent autoscaling, cost efficiency, enhanced observability, Gateway API maturity, and advanced security features. This release ushers in a new era of intelligent orchestration with predictive scaling, unified metrics pipeline, and comprehensive network policy improvements.
Karpenter 0.31 delivers improved node provisioning, enhanced cost optimization, better spot instance management, and expanded cloud provider support.
Orchestrating Horizontal Pod Autoscaler, Vertical Pod Autoscaler, and Cluster Autoscaler together for comprehensive Kubernetes autoscaling—covering coordination strategies, conflict avoidance, and cost optimization.