Introduction A change request starts as a single Jira ticket. Hours later it’s live in production, coded, reviewed, and documented, with almost none of the usual back-and-forth in between. That’s the shift AI agents are bringing to DevOps and platform engineering teams. An AI agent, in this context, is a software assistant that understands context […]
Stop Grepping Logs at 3 AM: Why LLMs are Finally Making AIOps Useful Let me describe a situation that every DevOps engineer knows well. It’s 3:00 AM on a Thursday. You’re deep in REM sleep when PagerDuty starts vibrating on your nightstand with a Severity-1 alert. You drag yourself to your laptop. Slack is buzzing […]
A note before this starts: I used AI to help write this piece. The observations in it aren’t generated, though — they’re what our DevOps team has actually watched happen over the past while. I’m upfront about the tool because the argument here is that the shift itself is real and lived, even if the […]
Introduction Quantum computing represents a fundamentally different approach to computation. Classical computers process information using bits, while quantum computers use qubits and principles such as superposition, entanglement, and interference. At the same time, AI is becoming deeply embedded in business, cloud platforms, finance, healthcare, defense, and everyday applications. The intersection of these technologies could reshape […]
Integrating AI spend into your FinOps Strategy FinOps has been all about reigning in EC2 sprawl, right sizing S3 storage classes, and finding EBS volume orphans for ten years now. These areas are still very relevant but there is a new area that has emerged at the top of most cloud invoices and for which […]
Introduction I walked into my first Regional Scrum Gathering – RSG Hyderabad 2026, expecting the usual Agile refrains: better retrospectives, faster sprints, healthier backlogs. I walked out with something I hadn’t expected at all – a room full of seasoned coaches, CIOs, and delivery leaders quietly asking the same uneasy question in different ways: if […]
Introduction Consider what you did recently when you opened Netflix or Spotify. The platform had made recommendations to you before you even made a search. It was easy, personal and fun. Now think of that same amount of intelligence applied to the lottery. The main purpose for which lottery platforms were designed was to let […]
Introduction Every AI tool we use daily, Cursor for coding, ChatGPT for everything else, runs on the same underlying economy: tokens. Every word it sends back costs tokens, and every word already in the conversation gets re-read, and re-billed, on every reply after that. Most sessions burn through far more of that budget than they […]
Introduction A settings screen that normally took most of a day was built in under an hour using an AI coding agent. This made us explore tools like Cursor, GitHub Copilot, and Claude Code in a real React Native sprint. The goal wasn’t just to see if AI could write code, but to determine whether […]
