Last Updated: February 2026 Sarvam is a Sanskrit word meaning “all” or “everything.” After using their Indus app—switching effortlessly between languages, having my code-mixed queries understood perfectly, and seeing AI respond with genuine cultural intelligence—the name makes perfect sense. It’s a fitting name for a company that aims to bring AI to everyone, everywhere in … Read more
Last Updated: January 2026 It’s 3:17 AM. Production is down. The alerts are screaming. Your phone won’t stop buzzing. And you’re staring at logs trying to figure out which of the seventeen microservices decided to have a meltdown. This was my Tuesday last month. Two years ago, this scenario would have meant at least two … Read more
Last Updated: January 2026 I’m going to save you some time right now. This isn’t one of those articles that lists fifty AI tools you’ll never use. I’m not getting paid to promote anything here. This is just what’s actually working for me and the people I work with in early 2026. Last year, I … Read more
Last Updated: January 2026 Kubernetes has become the backbone of modern cloud infrastructure, orchestrating millions of containers across enterprises worldwide. Yet managing and troubleshooting Kubernetes clusters remains complex, time-consuming, and often frustrating. Enter K8s GPT—an AI-powered tool that’s transforming how DevOps engineers diagnose and resolve cluster issues. In 2026, this technology has moved from experimental … Read more
Last Updated: January 2026 Three months ago, I got called into a meeting I really didn’t want to attend. Our CFO had that look on her face. You know the one. The “explain this number to me” look. She slid a printout across the table. Our AWS bill for January: $47,000. December: $33,000. November: $29,000. … Read more
Last Updated: January 2026 Look, I’m going to be honest with you. It’s 2:47 AM on a Tuesday, my coffee’s gone cold, and somewhere in our production cluster, pods are crashing faster than I can type kubectl get pods. Sound familiar? After seven years of wrestling with Kubernetes at ungodly hours, I’ve learned something that … Read more
Last Updated: January 2026 Last Tuesday at 2:47am, our payment gateway started throwing errors. Not a full outage—just enough failed transactions to wake me up via PagerDuty. Six months ago, with our old monitoring setup, I would’ve spent 45 minutes digging through Grafana dashboards, correlating logs, and eventually finding the issue. This time? Our AI … Read more
Last Updated: January 2026 I’ll be honest with you—when I started compiling this list, I had about 30 AI tools for DevOps in my notes. After actually using them in production environments over the past year, I’ve narrowed it down to the 10 that genuinely made my life easier. Not the ones with the slickest … Read more
Last Updated: January 2026 Look, I’ve been doing DevOps for over seven years now, and I’m tired of reading yet another “AI will revolutionize everything!” article that sounds like it was written by someone’s marketing team. So here’s what’s actually happening with AI in DevOps, based on what I’m seeing day-to-day in 2026. The Reality … Read more