In the world of infrastructure engineering, we often find ourselves reacting—patching issues, upgrading systems, automating workflows. But the real edge comes not from reaction, but from strategic thinking. One of […]

As a DevOps Engineer, you’re constantly context-switching—between CI/CD pipelines, infrastructure-as-code, incident response, and stakeholder alignment. Notebook LM, a powerful AI-powered notebook from Google, offers a game-changing way to streamline your […]

Introduction In late April 2025, a cybercriminal group known as DragonForce launched a series of cyberattacks against major UK retailers, causing widespread disruptions and data breaches. The incidents – affecting […]

Introduction & Disclosure As a DevOps engineer, I believe in using technology to amplify the good – to support learning, build reliable systems, and streamline workflows without losing sight of […]

I recently found myself nodding along to a heated conversation about CVEs and the illusion of security they often create. One line hit particularly hard: “Fix the damn thing because […]

If you’ve ever run into scheduling issues in Kubernetes, chances are you’ve been bitten by taints and tolerations. It’s one of those things that clicks once you get it but […]

10 security fixes taking 1-2 hours each that eliminate 80% of attack vectors. No security team required.

As a DevOps engineer, I’m always looking for tools that help automate, integrate, or just get out of the way. Go (Golang) is one of those tools. It powers many […]

How Azure OpenAI Tracks Token Usage Azure OpenAI measures usage in terms of tokens processed – counting both prompt tokens (input) and completion tokens (output) for each API call. Every […]

AI coding assistants are here, and they’re changing the way we build software fast. Tools like GitHub Copilot, ChatGPT, and Replit’s Ghostwriter can generate boilerplate code in seconds, refactor complex […]