8+ min ago  (719+ words) Hacker Noon...

1+ hour, 38+ min ago  (596+ words) Starlight Search, a startup building infrastructure for self-improving AI agents, today announced the launch of Reflect, a utility-ranked memory layer that ranks retrieved guidance by actual outcomes rather than semantic similarity alone. Agents in production need utility, that is, outcome-informed…...

2+ hour, 1+ min ago  (1084+ words) Forms remain one of the most important interaction surfaces in modern web applications. Nearly every product relies on them to capture user input, validate data, and coordinate workflows between users and back-end systems. Yet despite their importance, forms are also…...

14+ hour, 58+ min ago  (1143+ words) The session-end spec update is a practical way to preserve AI agent continuity because it records decisions, constraints, and next steps in a version-controlled file that the agent can load at the next session start. AI coding agents reset session…...

1+ day, 9+ hour ago  (1128+ words) NODES AI: Online Conference for Graph + AI - April 15, 2026 | Register Today Graphs + AI: Transform Your Data Into Knowledge Virtual Conference Dedicated to Graph + AI In this post, I'll walk through how we built Tf L Explorer, a London transport assistant that…...

4+ hour, 36+ 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…...

16+ hour, 28+ min ago  (1641+ words) Most AI coding assistants have a memory problem. User explains preferences, tests frameworks, suggests naming conventions, for the project they've been building for months, and the moment they close the tab, everything vanishes, and every session starts from zero." TLDR:…...

3+ hour, 36+ 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…...

3+ hour, 21+ 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…...

6+ hour, 11+ min ago  (1041+ words) A principal software architect whose fingerprints are on two of Microsoft's open source AI frameworks, plus the connective tissue that keeps multi-provider AI usable. Roger Barreto does not care about headlines. He cares about what still works years later. "I…...