News
AWS put a file system on S3; I stress-tested it
2+ hour, 2+ min ago (320+ words) The Register Home Page I've spent over a decade telling anyone who'd listen that S3 is not a filesystem, which in retrospect was a really weird way to start some conversations. So when AWS launched S3 Files on Tuesday " which lets you…...
From Fly. io to On-Premise Kubernetes
15+ min ago (559+ words) Everything works in localhost. Exposing it to the internet is a different problem. I went through Fly. io, Linode managed Kubernetes, and eventually landed on an on-premise cluster. Each step had tradeoffs in both cost and operational complexity. Before getting…...
I Built an AI Agent That Routes Our Inbound Requests. Here's How It Works
22+ min ago (701+ words) Here's how I built it and what I learned along the way. The core concept is simple. Instead of one big prompt that tries to do everything at once, the agent runs through four distinct steps. Each step produces structured…...
Why I debug my RAG pipeline stage by stage, not end to end
30+ min ago (301+ words) I had a working document retrieval pipeline. Fixed-size chunking, TF-IDF embeddings, FAISS index. Recall@10 was 0. 82 on Sci Fact. Good enough. Then I made one change: I swapped fixed-size chunking for sentence-based chunking. Recall dropped to 0. 68. My first instinct was to…...
Liquid C2 opens Google Cloud Experience Centre to advance AI adoption
4+ hour, 38+ min ago (76+ words) Telecompaper Liquid C2 opens Google Cloud Experience Centre to advance AI adoption Liquid C2, a business of Cassava Technologies, has launched Africa's first Partner Experience Centre powered by Google Cloud in Johannesburg, South Africa. The facility will help partners and resellers move…...
Grafana Labs Brings AI-Powered Observability to Latin America With Observability Sessions Santiago Event
1+ day ago (253+ words) AI Pioneers Unite to Launch the Shared AI License Foundation to Advance Foundation Model Innovation Open AI and Meaghan B Murphy Discuss How Families Are Using Chat GPT Safely and with Confidence with Your Update TV Global AI Secures Enterprise…...
UML Deployment Diagrams
1+ hour, 2+ min ago (241+ words) A Deployment Diagram is a structural UML diagram that models the physical deployment of software artifacts onto hardware nodes and execution environments. It shows: A Node is the fundamental building block of deployment diagrams, representing a computational resource where artifacts…...
Distributed Systems: Where Physics, Murphy's Law, and Your Career Collide "
47+ min ago (276+ words) "Design a system that handles 100, 000 requests per second with 99. 99% availability across multiple regions." Here's the thing " distributed systems aren't magic. They're a collection of patterns applied to specific problems. Once you learn the patterns, the interview question becomes solvable. And…...
Introducing Orion IQ: The End of Manual Observability
1+ hour, 32+ min ago (436+ words) Today I am excited to announce that Orion IQ, our Agentic Observability Platform, is now available to all Logz. io customers. After six months in beta with dozens of customers, we learned an enormous amount. The feedback shaped everything. Now…...
Project Glasswing Explained
19+ hour, 32+ min ago (1265+ words) Governing AI at Scale: How Security Leaders Prove ROI and Reduce Risk Register Now Sharat Ganesh, Head of Product Marketing, Witness AI | April 8, 2026 Anthropic, the company behind Claude, just did something no frontier AI lab has done before: they paused…...