// ARTICLES BY ROB RAGAN
AI Agents
SCOUT-2: When Your AI Assistant Needs Admin Privileges (and Why That's a Problem)
AI Agents
SCOUT-2: When Multi-Provider LLM Abstraction Meets Desktop Reality
LLM Engineering
Nanocoder: The Terminal Coding Agent That Lets You Switch Models Mid-Conversation
Developer Tools
ASI-Evolve: LLM-Driven Evolutionary Programming with a Ground Truth Oracle
AI Agents
Vigolium: The Vulnerability Scanner That Runs an LLM Inside Go
LLM Engineering
ds4: The SSD-Streaming Inference Engine That Treats Your Mac's NVMe Like RAM
Developer Tools
Accomplish: Why Wrapping OpenCode Instead of Building an Agent Runtime Was the Right Bet
AI Dev Tools
Running Gemma-4 26B on DGX Spark: Why Speculative Decoding Falls Apart at Scale
Cybersecurity
Cyber Riposte: When Your Security Team Wants to Code-Review the Firewall
AI Agents
LobeHub: The Agent Orchestration Platform That Treats AI as Your Employee, Not Your Chatbot
Developer Tools
Open Interpreter: Running GPT-4 with Root Access to Your Machine
Data & Knowledge