Cloud Native Now

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.” The post Why Your Kubernetes Readiness Probes Are Lying During Rolling Updates appeared first on Cloud Native Now.

Kubernetes autoscaling works best when teams match the metric to the workload: queue latency for synchronous web traffic, queue depth for background jobs. The post Why CPU-Based Autoscaling Fails for Rails — and What We Used Instead appeared first on Cloud Native Now.

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 the hard reliability problem. The industry is shipping the first half without the second. The post Write Access Is the Easy Part: The Verification Gap in Agentic Kubernetes Remediation appeared first on Cloud Native Now.

Cloud-native applications keep changing after deployment, making production-safe security testing essential for validating real vulnerabilities, misconfigurations and access-control gaps without disrupting live systems. The post Production-Safe Security Testing: A Missing Layer in Cloud-Native Application Security appeared first on Cloud Native Now.

A practical way for platform teams to use AI for faster Kubernetes triage without giving agents unsafe control of the cluster. The first time an AI tool gets real cluster context, the excitement comes with a little unease. On one hand, Kubernetes troubleshooting is a perfect candidate for help. A The post K8sGPT and the Guardrails for AI-Assisted Kubernetes Troubleshooting appeared first on Cloud Native Now.