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..

AWS's Model Context Protocol (MCP) servers arm AI code assistantsto deftly wrangle AWS Lambda, ECS, and EKS. They launch apps at warp speed.MCP servers cram in AWS best practices and operational secrets,freeing you from infrastructure drudgery. You get to dive straight into crafting the heart of you..

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..

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...

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..

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..

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..

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...

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..

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..