specialized hardware
What to Expect From Kubernetes 1.36
Kubernetes 1.36 launches April 22, 2026, marking a major shift in networking as Ingress-Nginx retires in favor of the more scalable Gateway API. Key updates include bolstered Linux User Namespaces for better ...
Adrian Bridgwater | | admission control config, CloudNativeCon, cluster security, container isolation, Deployment Stability, DRA, Dynamic Resource Allocation, EKS, fat image anti-pattern, gateway API, ingress-nginx retirement, Karpenter, KubeCon Europe, Kubernetes 1.36, Linux user namespaces, LLM weights, manifest-based admission control, OCI artifacts, platform engineering, security patches, specialized hardware, taints and tolerations, upgrade risk, VolumeSource, WatchCache
Evolving Kubernetes and GKE for Gen AI Inference
The combination of foundational improvements in open-source Kubernetes and powerful, managed solutions on GKE represents a significant leap forward for any organization working with generative AI ...
Akshay Ram | | AI aware load balancing, AI aware routing, benchmark database, cloud-native applications, community driven effort, container orchestration, data driven decisions, developer velocity, Evolving Kubernetes, Gen AI inference, GKE, GKE features, GKE Inference Quickstart, GPUs, Inference Gateway, inference perf project, intelligent scheduling, Kubernetes primitives, KV cache utilization, large models, latency vs throughput curves, microservices, model replica routing, open source Kubernetes, request response patterns, scaling, seamless portability, specialized hardware, standardized benchmarking, tail latency reduction, throughput increase, total cost of ownership, TPU serving stack, TPUs, user experience, vLLM library

