// ARTICLES BY ROB RAGAN
LLM Engineering
OSWorld-V2: The GUI Agent Benchmark That Hides Its Answers
AI Dev Tools
Fable Method: Turning Weak AI Models Into Reliable Agents Through Adversarial Verification
AI Dev Tools
Blackwell-Native NVFP4 Quantization and Speculative Decoding: Inside DGX Spark's Ultimate LLM Stack
Data & Knowledge
Why Your RLVR System Fails: What Noisy Labels Do to Reinforcement Learning
AI Agents
Open-Kritt: The Bug Bounty Hunter's Framework for Orchestrating AI Security Agents
Developer Tools
Fountain Codes and Browser Lies: Building a Unidirectional Optical File Transfer System
AI Dev Tools
LifeOS: The AI Harness That Installs Itself By Asking Your AI To Read Its Documentation
LLM Engineering
Running a 2.78-Trillion-Parameter Model on a Laptop: Inside WASTE's NVMe-Streaming Engine
Cybersecurity
Blacksea: The Active Honeypot That Exploits LLM Agents to Hack Back
AI Agents
Mindwalk: Watching Your Coding Agent Wander Through a 3D Map of Your Codebase
Cybersecurity
StealthBench: The First Benchmark That Measures Whether AI Agents Hack Like Professionals or Script Kiddies
AI Agents