Overcoming IP Churn in Ephemeral DevOps Environments Using Userspace Overlays

Modern DevOps practices have completely transformed how we handle compute and orchestration. Tools like Kubernetes enable engineering teams to spin up ephemeral containers in seconds and scale workloads dynamically to meet global demand. Yet the underlying network infrastructure has remained stubbornly rigid. Traditional cloud networking relies heavily on static IP addresses, rigid firewall…

Why Enterprise AI Infrastructure Is Becoming a DevOps Problem

Most enterprise AI projects start with retrieval. You connect Jira, Confluence, SharePoint, and Slack. Maybe a few internal databases nobody has touched in five years. You tune embeddings, optimize chunking, wire up a vector database, and convince yourself you’ve built an AI-powered knowledge system. Then the model server crashes. And suddenly, you discover the uncomfortable […]

IREN to Acquire Mirantis to Reduce IT Infrastructure Management Friction

IREN Ltd, a provider of cloud infrastructure services, today revealed its intent to acquire Mirantis, a provider of open source OpenStack and Kubernetes software that is deployed in both cloud computing and on-premises IT environments. Under terms of the agreement valued at $625 million, Mirantis will operate as an independent subsidiary of IREN, a former […]

The SaaS Observability Era is Ending: Why BYOC Is the Future of Telemetry

The era of expensive, centralized SaaS observability is hitting a wall. Discover why the "architectural revolution" of Bring Your Own Cloud (BYOC) is the 2026 solution for Kubernetes and AI workloads, restoring data sovereignty, reducing egress costs, and putting telemetry back under engineering control.

I Learned Traffic Optimization Before I Learned Cloud Computing. It Turns Out the Lessons Were the Same.

I wanted to be a race car driver before I knew what a data center was. I started in traffic, not in the cloud. This was not a childhood dream driven by glamour. It was more practical than that. I grew up in India, and I was always late for school. Not entirely my fault. […]

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