Container/Kubernetes Management
AKS Is Growing – Along With Its Kubernetes Utilization Problem
AKS has become a major platform for enterprise Kubernetes workloads, and those workloads are getting more expensive. Organizations are running more compute, adding GPU infrastructure for AI, and expanding Kubernetes into more ...
CloudBolt Adds Ability to Optimize GPU Consumption by Kubernetes Workload
CloudBolt Software this week added an ability to optimize consumption of graphics processing units (GPUs) running on Kubernetes clusters at the individual workload level. Company COO Yasmin Rajabi said the challenge IT ...
groundcover Acquires Wand Platform to Optimize Kubernetes Clusters
groundcover today revealed it has acquired a platform for optimizing consumption of infrastructure resources running on Kubernetes clusters that was developed by Wand. Terms of the deal were not disclosed. Company CEO ...
The Hidden Cost of “Just Works” Load Balancing in a Service Mesh
If you’re running a multi-AZ Kubernetes cluster with a service mesh on top, there’s a good chance you’re paying a tax you never signed up for, and it won’t show up as ...
Your Model Works in the Notebook and Breaks in the Cluster
A model working in a notebook gives you a particular kind of confidence. The metrics look good, the code runs top to bottom, the researcher demos it, leadership nods, and everyone agrees ...
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 ...
Cloud-Native’s Interest Payment Just Came Due
We spent a decade telling each other that cloud-native was how you move fast. Break the monolith into services. Put everything in containers. Declare your infrastructure. Add a service mesh, a GitOps ...
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 ...
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 ...
