Inside the Packet: How Kubernetes Networking Actually Works at L3/L4
Stop guessing why your Pods can't communicate. This deep dive strips away the magic of Kubernetes networking, providing a layer-by-layer breakdown of the dataplane using real packet captures, kernel data structures and ...
Supermicro Debuts Kubernetes Edge AI Appliance with Red Hat and Everpure
Supermicro has introduced a prevalidated Kubernetes Edge AI appliance developed in partnership with Red Hat and Everpure, aiming to streamline the deployment of AI applications across distributed edge environments. The new release ...
What Preparing for CKS Taught Me About Kubernetes Security
Preparing for CKS reinforced that Kubernetes security is not about a single tool or feature. It is about good defaults, clear boundaries and consistent operational practices ...
Self-Healing Kubernetes Gets Real—and Risky: Running AI Agents on Amazon EKS
For years, “self-healing Kubernetes” meant a liveness probe restarting a crashed pod. In 2026 it means something far more literal: an autonomous agent that reads your cluster’s logs and metrics, forms a ...
Security Flaw in Argo CD Can Let Attackers Take Over Kubernetes Clusters
Argo CD has become a widely popular open source tool for developers who use GitOps for deploying cloud-native applications to Kubernetes. For cyberthreat actors who are already increasingly focusing their attention on ...
Tigera Introduces Lynx, a Unified Control Plane for Kubernetes‑Native AI Agents
The first Kubernetes AI agent control plane is here. Tigera, best known for backing the open-source Calico networking and security stack for Kubernetes, is pushing beyond traditional container security with the launch ...
Why Kubernetes Cost Allocation and Cloud Bills Don’t Match
A few months ago, I found myself looking at a Kubernetes cost report and a cloud invoice side by side. The numbers didn’t match. Not because of a bug or a calculation ...
AWS Stretches Elastic Kubernetes Service to Full Private Networking
While setting up AWS’s managed Kubernetes service, many security administrators probably realized that true Zero Trust security wouldn’t be possible if outbound K8s traffic still must flow over the AWS backbone to ...
Google OpenRL Tames AI Model Tuning, Kubernetes-Style
Google has created OpenRL to manage the fine-tuning of large language models (LLMs) in much the same way its Kubernetes container orchestrator streamlines the management of containers. An open source project from ...
When Your Cluster Won’t Sit Still: The Hidden Cost of Kubernetes Autonomy During Incidents
I’ve spent the better part of the last few years on the receiving end of Kubernetes pages, both as an operator and as someone building tooling for platform teams. The pattern I’ve ...
