58+ min ago   (667+ words) You close your laptop. The screen goes dark. You assume everything stopped. But what if it didn't? Maybe Docker is still transferring data. Maybe Chrome is still downloading something. Maybe an application is consuming CPU in the background. Maybe your…...

2+ hour, 30+ min ago   (749+ words) Live Deminar Aug 25: see what’s changed in Open 360 AI and why it matters. Stop reacting. Start resolving. Introducing OrionIQ, bringing agentic observability to your stack. → Blog / AI Agents / DevOps / Observability Observability budgets got a lot more scrutiny this year. Finance…...

2+ hour, 50+ min ago   (528+ words) Originally published on Loop & Retry — field notes on building LLM agents that survive production. This is the latency half of a pillar whose other half I already wrote about in retry budgets. Cost compounds multiplicatively across steps; latency compounds too,…...

6+ hour, 40+ min ago   (1023+ words) As Kubernetes continues to dominate container orchestration, understanding how its scheduler works becomes crucial for any DevOps engineer.This hands-on lab demonstrates the inner workings of Kubernetes scheduling and walks through creating a custom scheduler from scratch. Before diving into…...

6+ hour, 55+ min ago   (275+ words) If you've shipped an LLM agent to production, you know the failure mode: a customer says the bot gave a wrong answer, you open your logs, and you see a wall of spans that tell you what happened but not…...

15+ hour, 52+ min ago   (618+ words) NVIDIA is the world leader in accelerated computing, developing breakthroughs that tackle challenges no one else can solve. Our work in AI and digital twins is transforming the world's largest industries and profoundly impacting society. Come join the team and…...

10+ hour, 7+ min ago   (944+ words) The contact form on a company site I look after stopped producing leads. Not "fewer leads" — zero, for three days. No alert fired. The uptime monitor was green the entire time. The status page had a nice unbroken bar. The…...

5+ hour, 42+ min ago   (341+ words) A short investigation into a number that looked scary and turned out to be a lesson about liveness probes This is post #2 in the series. In the first one I …...

7+ hour, 21+ min ago   (33+ words) If you write Spring MVC with plain Java, MDC and distributed tracing just work. Everything for one request runs …...

13+ hour, 50+ min ago   (839+ words) Imagine you have one application running on a single server. Then your users increase from 1,000 → 10,000 → 100,000. Suddenly, one server isn't enough. You need more servers. You need automatic scaling. You need load balancing. You need application recovery when something crashes. You…...