Kubernetes readiness probes can pass while applications are still unable to serve real traffic. Protocol-aware checks help close the gap.

Autonomous Kubernetes remediation needs more. Agents must verify cluster state, service health and intended outcomes before declaring success ...

Kubernetes autoscaling works teams match the metric to the workload: queue latency for synchronous web traffic, queue depth for background jobs.

Cloud-native applications keep changing after deployment, making production-safe security testing essential for validating ...

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 ...

Kubernetes has emerged as the de facto standard for orchestrating containerized applications, offering unprecedented agility, scalability and speed in delivering software. It enables organizations to ...

From Docker to Kubernetes, container technologies are evolving. Most developers are familiar with Docker but don’t have the fullest grasp of Kubernetes. And the most difficult thing to understand ...

A survey of 689 IT professionals published this week by the Cloud Native Computing Foundation (CNCF) finds 80% of respondents work for IT organizations that have deployed Kubernetes in a production ...

Extended Berkeley Packet Filter (eBPF) is a relatively new feature for Linux kernels that has many DevOps professionals, SREs and engineers excited. But is it a one-stop shop for all of your Linux ...

Container security refers to the set of practices, tools and technologies used to secure containerized applications and the underlying infrastructure they run on. This includes securing the container ...

Kubernetes helps with scaling, deploying and managing containerized workloads, facilitating a faster deployment cycle and configuration management—all while providing improved access control.

Recent decades have seen organizations adopt various types of software applications along the road to digitalization. Some of these applications face end users and others are used by internal ...