kubernetes
Kubernetes and AI Put FinOps Cost Allocation to the Test
Yasmin Rajabi joins Alan Shimel to examine accurate Kubernetes chargeback, the cost of AI agents and GPUs, and the controls needed as infrastructure provisioning becomes easier ...
A Missing Binary Turned a Kubernetes Liveness Probe Into a Restart Loop
A Node.js Redis worker shows why Kubernetes liveness and readiness probes need different responsibilities — and why readiness alone cannot drain a background queue consumer ...
Cloud Observability Is More Than a Cloud-Native Story
Cloud-native systems have come to define much of the public conversation about observability. Discussions often begin with Kubernetes, microservices, OpenTelemetry, and distributed tracing. But enterprise teams are responsible for a much wider ...
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 ...
Karmada Federated Control Plane for Kubernetes Achieves CNCF Graduation
Karmada, the control plane for managing multiple Kubernetes clusters, has graduated from the Cloud Native Computing Foundation’s technology program, offering the CNCF’s stamp-of-approval for production use just in time for the AI ...
Why Kubernetes RBAC Misconfigurations Are the Easiest Privilege Escalation You’ll Ever Find
Ask any penetration tester which part of a Kubernetes assessment reliably produces a finding, and RBAC comes up almost every time. Not because Kubernetes’ permission model is poorly designed — it’s genuinely ...
Komodor Extends AI SRE Reach for Kubernetes to AI Agents
Komodor this week added the ability to deploy agentic artificial intelligence (AI) workflows using its platform for site reliability engineers (SREs) that manage Kubernetes clusters. Company CTO Itiel Shwartz said the Komodor ...
Why Your Kubernetes Readiness Probes Are Lying During Rolling Updates
Kubernetes readiness probes can pass while applications are still unable to serve real traffic. Protocol-aware checks help close the gap between “running” and truly “ready.” ...
Why CPU-Based Autoscaling Fails for Rails — and What We Used Instead
Kubernetes autoscaling works best when teams match the metric to the workload: queue latency for synchronous web traffic, queue depth for background jobs ...
Write Access Is the Easy Part: The Verification Gap in Agentic Kubernetes Remediation
Giving an AI agent the power to change a cluster is now straightforward. Confirming the change landed, did not produce unintended duplicate effects and achieved the outcome the operator actually wanted is ...
