Selecting 2.5G/5G Ethernet magnetics starts with the target PHY’s magnetics requirements and the signal integrity of the complete Ethernet interface. A speed rating gets a component onto the shortlist. Qualification Continue reading How to Select 2.5G/5G Ethernet Magnetics: A Speed Rating Is Only the Starting Point→

AI coding agents have shortened the path from an idea to working code. The updated AWS experience is designed to make deployment keep pace. It connects your agent to an Continue reading How I built this serverless API with the new AWS→

For years, AI benchmarks answered one question: how fast is this chip on this model? A synthetic prompt went in, tokens came out, a number got recorded. That was fine Continue reading 5.7x, 512 GPUs, One Endpoint Across the Pacific: AI’s Report Card Just Grew Up→

🌲 NATUREQUEST Step away from the screen. Explore what grows around you. Autonomous on-device multimodal AI • Zero cloud telemetry • 100% offline-ready. This is a submission for the Hacktoberfest Continue reading NatureQuest: The 100% Offline Botanical OS Built to Get You Off Screens and Into the Wild→

For a decade, making AI smarter meant one thing: train bigger. More data, more GPUs, more parameters — that was the entire playbook. Then researchers found a third axis nobody Continue reading Thinking Twice Can Make You Dumber: The Test-Time Compute Playbook Behind September’s Smartest Models→

Two open-weight releases, twelve days apart. DeepSeek V4.1 Flash (September 10): 552 billion parameters — and about 8 billion of them fire on each input token, 16 billion on output. Continue reading Only 3% of the Brain Wakes Up: The Mixture-of-Experts Playbook Behind September’s Biggest Models→

⏱️ Estimated Reading Time: 8 min This post was created by AI/ChatGPT/Claude4.0, while vibe coding to implement the TrophyHub project. How we achieved an A+ security rating and protected against Continue reading Complete Guide to Security Headers in Fastify: Build a Secure-by-Default API (2024)→

TargetJS offers a fresh approach to UI development: a single, unifying, and consistent method for handling animations, state management, APIs, and event handling. We’ve designed TargetJS around a few core Continue reading TargetJS: Unifying UI Dev – Animations, State, APIs→

An introdcution to “Hooks” in IBM Bob. Introduction As AI-assisted software development rapidly evolves, AI coding assistants are no longer isolated prompt-and-response interfaces. They are becoming deeply integrated members of Continue reading Extending AI Capabilities: Looking into Implementing Lifecycle Hooks with IBM Bob→