// ARTICLES BY ROB RAGAN
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
4D Gaussian Splatting: How Hexplane Factorization Makes Real-Time Dynamic Scene Rendering Possible
LLM Engineering
Harness-1: Training Search Agents with State Externalization
AI Agents
OpenSRE: Building the SWE-bench for Production Incidents
AI Dev Tools
Headroom: The Three-Layer Compression Stack That Makes LLM Context Windows 60% Cheaper
Automation
jam-nodes: Type-Safe Workflow Nodes That Stop Before They Become an Orchestrator
LLM Engineering
SichGate Methodology: When Healthcare CISOs Need to Red-Team 4-Bit Llama Without Hiring Offensive Security
AI Agents