Social – Facebook

GitOps won the deployment argument. Everything goes in Git, the cluster reconciles itself to match, and your repository becomes the one place that tells you what’s actually running. It’s clean and auditable ...

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 ...

A scalable CI/CD pipeline on GitLab and Google Kubernetes Engine starts with one decision: do you treat the pipeline as a delivery system you design, or as a YAML file you copy ...

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 ...

Most Kubernetes admission webhooks treat security as binary: accept the configuration, or reject it. That binary thinking has matured an entire category of policy engines (OPA Gatekeeper, Kyverno, ValidatingAdmissionPolicy with CEL) that ...

A few years ago, it felt like Kubernetes had become the universal answer to infrastructure problems. Teams wanted resiliency? Kubernetes. Faster deployments? Kubernetes. Scalability? Kubernetes again. Eventually, the industry stopped treating cloud-native ...

Cloud-native architectures evolve faster than most test automation strategies. Understand where the gap is widest and what teams can do about it.  ...

Docker makes networking feel simple. You run a container, expose a port, add a –network flag and things connect. In development, that is enough. In production, it is where teams quietly accumulate ...

SRE teams are under constant pressure to balance reliability, performance, and cloud costs. Komodor is tackling the challenge with new AI-powered Capacity Intelligence and Predictive Placement capabilities designed to proactively eliminate infrastructure ...

While blue-green deployments promise zero downtime, implementing them at scale in Kubernetes introduces hidden resource costs, database sync issues, and session traffic complexities. Explore a practical framework utilizing rolling updates, canaries, and ...