Azure Cloud Shell is one of those tools that looks small until you actually use it. Then it starts acting like a spare laptop living inside your browser. For DevOps work, that matters. For locked-down Windows laptops, it matters even more. What it is Cloud Shell gives you a browser-based Bash or PowerShell session tied to your Azure identity. You […]
Let me paint you a picture that will be painfully familiar. It’s 8:47 AM. You’ve just inherited a brand-new corporate Windows laptop, still warm from the imaging oven. You open a terminal and try to install Terraform. Blocked. You try WSL. Blocked. Docker Desktop? Blocked. You consider asking the service desk for admin rights and then remember you’ve been down […]
🚨 Security Alert • April 2026 Your Security Scanner Is Now an Attack Vector The European Commission AWS Breach: Full Timeline, Attack Chain, and 12-Step Hardening Checklist By Bola Ogunlana April 2026 ⏱ 12 min read 🏷 DevSecOps • Cloud Security • Supply Chain 340GB Data Stolen 71 EU Institutions Hit 5 Days to Detect 1 API Key. That's All. […]
Platform Engineering · AI Operations · AWS Your Next On-Call Engineer Never Sleeps. It Also Never Misses the Root Cause. AWS DevOps Agent hit General Availability on 31 March 2026. The preview data is striking: 75% lower MTTR, 94% root cause accuracy, resolution times compressed from hours to minutes. Here is what every platform engineer and SRE leader needs to […]
On March 31, Anthropic shipped a source map file to npm. Not a minor config snippet. Not a stale API key. 512,000 lines of TypeScript. 1,900 files. 44 hidden feature flags. Their entire agentic harness. The crown jewels of Claude Code. Reconstructed and forked 82,000+ times before lunch. Anthropic scrambled. They pulled the npm package. Filed DMCA takedowns against GitHub […]
They told me, in the beginning, that the system was designed to be resilient. What they did not tell me, what no one ever tells you until you have lived through it, is that resilience has a temperament. It is not gentle. It does not negotiate. It endures by refusing to care whether you understand it or not. I first […]
I was twenty-eight years old the first time a cluster tried to kill me. Not literally, of course. The cluster was just doing what clusters do when they smell blood. But at 2:14 a.m. on a wet Tuesday in a windowless SCIF somewhere in the Home Counties, with the citizen tax portal bleeding red across every monitoring dashboard in the […]
The aviation analogy was a beginning. It gave platform engineering one axis of the AI adoption problem: how to hand authority from humans to machines without catastrophe. But it is not enough. Five other industries navigated the same inflection point, and each left a different blueprint that DevOps has not yet read. In my previous post I drew on aviation’s […]
In the rapidly evolving landscape of Artificial Intelligence, the gap between a hobbyist using a chatbot and a professional engineer deploying production-ready automations is widening. While many are content with basic prompting, the real value lies in orchestration, security, and local integration. This is where OpenClaw changes the game. OpenClaw isn’t just another AI tool; it is a comprehensive framework […]
1. Decide what DevOps calculus is about First, we need to decide: what are we differentiating and integrating over? In other words, what is the “stuff” of DevOps? At a high level, DevOps calculus would be a formal system for reasoning about: So DevOps calculus is about how changes propagate through a socio‑technical system and how we can reason about […]