Managed K8slike Amazon EKS or GKE? A ticket to smoother ops, but at the expense of control. Enterautoscaling, service meshes, andGitOps—they shift the deployment game dramatically. But don’t fall into the trap of thinking every app belongs on K8s. High-latency, tightly bound apps flounder there. Tos.. read more  

Apache Pinot's Helm setup is a welcome mat for troublemakers.It throws the doors open to critical services without bothering to ask, "Who goes there?" It's the kind of oversight attackers savor.Meshery and Selenium join the party too.Their default settings flirt with disaster, leaving the gates ajar.. read more  

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.. read more  

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... read more  

Kubernetesv1.29.0 steps up its game with sidecars now always booting before the main apps. Fancy that. But don’t get too comfy. To make sure everything’s truly ready, lean on readiness probes or whip up a shell script with a lifecycle hook to get that perfect launch choreography... read more  

Gateway API v1.3.0lands with a killer feature:percentage-based request mirroringthat makes traffic handling a whole lot savvier. Fancy a peek at the cutting-edge? Dive into theCORS filtersandretry budgets, all shiny and experimental. Just a heads-up: these feature names sport an "X" at the front—mea.. read more  

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.. read more  

This post walks through an example of combining a FastAPI service with an eBPF tracer to monitor syscalls. It covers common pitfalls encountered during development on macOS, the shift to containerizing the environment, and how the author ultimately succeeded in capturing the desired syscalls—a hands.. read more  

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.. read more  

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.. read more