AI workloads thrive on cloud-native platforms like Kubernetes because they offer the scalability, portability, and speed needed for modern machine learning—but building and running this infrastructure is highly complex and distracts from core AI work. The post argues that unless your business is inf..

The Isovalent Platform 1.17 release brings major upgrades to Kubernetes networking, including a new standalone Egress Gateway, dynamic BGP features, enhanced multi-tenant security policies, and smoother Calico-to-Cilium migrations. This version also introduces easier observability with integrated Ti..

Tetragontaps into the kernel usingeBPF, giving containers an all-access pass without the agent baggage. When you pair Tetragon with AKS, you unlock crystal-clear views of process executions and system calls. Security teams revel in this treasure trove, primed for spotting and squashing threats swift..

Meet the motley crew that is theYOLOv8-based AI team. These guys get serious about detecting hard hats across countless video streams and they do it in real time. Their secret weapon? The metallic trio ofZEDEDA,Rancher, andTerraform.ZEDEDAtames edge management.Rancherwrangles Kubernetes.Terraform? I..

Kubenodeis the secret weapon forNode.jsdevelopers diving intoKubernetes. Forget about wrestling with Go—this tool empowers you to wield custom resources and automate like a boss...

Most projects don’t need Kubernetes;for 90% of teams, it adds unnecessary complexity and operational burden compared to simpler alternatives like managed cloud services, VMs, or actor-model frameworks. Unless you’re running at hyperscale, need true hybrid environments, or have a massive, mature plat..

Karpenter 1.0is the speedy barista of Kubernetes. It whips up nodes on demand, slashing AWS EC2 costs by 30-50%. Why? Real-time scaling magic, Spot instance wizardry, and APIs that won't stab you in the back. Sure,Cluster Autoscalerhas an extensive resume of compatibility and control, but it's like ..

Amazon EKS Dashboardtames the Kubernetes chaos with finesse. It brings all your clusters into one sharp, centralized view on AWS. Sprawl, security snags, ballooning support costs—gone in a flash. Assess upgrade needs, peek into cost forecasts, and manage add-ons without breaking a sweat. Wave farewe..

Gateway API Inference Extensiontakes AI workload routing on Kubernetes and infuses it with model-savvy powers. It slices latency on GPU clusters like a samurai. Meanwhile, theEndpoint Selection Extensionacts like a traffic cop on caffeine, using live metrics to steer pods and trim those nagging tail..

Omio swapped Spot VMs for standard ones in a single region and unearthed a shocker. Costs didn't skyrocket; they actually dropped. Network glitches? Gone. They braced for a70% budget implosionbut emerged with a grin. Standardizing on 16-core, 1:4 RAM machines cranked up performance and dialed down c..