AI stacks are zeroing in onKubernetes,Ray, andPyTorchto boost workload scaling, whilevLLMsteps up LLM processing. Yet, in research-heavy enclaves, the old warhorseSLURMstill has its spotlight...

Envoy Gatewayjust wrapped its rookie year, and it’s been anything but boring. Four major releases. Game-changing features. A community of builders that means business. Version 1.4? It roped in65 contributorsfrom54 companies, revamping the way cloud-native traffic flows. Meanwhile,Envoy Proxykeeps gr..

Trade inRKE2 Nginxfor the nimbleCilium Gateway API. It cranks up your Layer 7 filtering, routing, and security magic—no BGP machine needed. And withCilium LB IPAM, IP addresses scatter across your local network like it’s confetti time...

Karpenterbrings some much-needed swagger toAWS EKSclusters with its clever auto-scaling tricks. It grabsEC2 Spot Instancesand slashes costs by a dazzling90%for stateless, flexible workloads. Imagine dynamic nodes practically springing to life, optimized compute horsepower unleashed, and interruption..

Kubernetes Eventshold the keys to your cluster's secrets, but when event torrents flood in, finding the gems takes effort. An avalanche of alerts tests your patience, bandwidth, and sanity. Enter custom event aggregation miracles: they slice troubleshooting tedium from weeks to minutes. By stitching..

Self-service datastore delivery just got easier with Kubernetes init containers and mutating admission webhooks automating secrets provision and rotation securely, simplifying developer workflows and enhancing data security...

Azure's new AKS guides slice through the fog around deployingKafka,Apache Airflow, andRay. Spotlights shine onJVM tuningmagic for Kafka and a peek atKubeRaywrangling distributed Ray...

Banish premium woes.CiliumandTetragontake Kubernetes security and amp it up with instant insights and alerts inMicrosoft Sentinel—without costing you a dime. Forget kube-proxy. Harness eBPF magic for L7 inspection withEnvoy. Blend Cilium’s raw speed with Tetragon’s covert skills. Voilà—your cluster’..

The CNPA cert isn't just a piece of paper—it's your ticket to proving you're a maestro of platform engineering. Think automation, observability, and making life easier for developers. Created by the CNCF and Linux Foundation, with a little help from over 50 tech visionaries, it's tailor-made for tho..

Cloud budgets take a 28% hit.Money vanishes like socks in a dryer. Tame the chaos by closely watching usage and putting Kubernetes on autopilot. Cost control starts with crystal-clear visibility and bold tweaks to cluster autoscaler settings. Custom schedulers and spot nodes can slash expenses, but ..