Kubernetes
Google OpenRL Tames AI Model Tuning, Kubernetes-Style
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 ...
GitOps in Practice: How to Design a Scalable CI/CD Pipeline with GitLab and GKE
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 ...
Stop Treating Your Models Like Microservices
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 ...
Why Blue-Green Deployments Fail at Scale in Kubernetes — and What Works Instead
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 ...
Shattering the Kubernetes Registry Bottleneck: Scaling Enterprise CI/CD With P2P Mesh Architecture
The transition from centralized infrastructure to decentralized topologies is inevitable as compute scales. Relying on a single registry to serve thousands of ephemeral containers is an architectural anti-pattern. ...
Azure Linux 4.0 Signals Microsoft’s Commitment to Open Source AI Infrastructure
Microsoft is widening its Linux strategy as AI infrastructure drives Azure’s growth, announcing Azure Linux 4.0 alongside the general availability of Azure Container Linux at Open Source Summit North America 2026. For ...
The Inference Bottleneck: Architecting Kubernetes Autoscaling for Production LLMs
Generative AI (GenAI) is moving into production, but native Kubernetes autoscaling is fundamentally broken for large language model (LLM) inference ...
Red Hat Expands OpenShift Application Development Environment
Red Hat this week added a bevy of additional capabilities to its OpenShift platform, including adding support for live migration of virtual machines and making generally available a set of hardened container ...
Architecting Enterprise GitOps: Scaling Argo CD on OKE
The industry is shifting to pull-based GitOps with Argo CD to solve configuration drift across Kubernetes fleets ...
Trilio Extends Disaster Recovery Reach to Red Hat OpenShift Virtualization
Trilio is making available a technology preview of an instance of its disaster recovery (DR) platform that supports Red Hat OpenShift Virtualization, which enables IT teams to encapsulate virtual machines in a ...
