// ARTICLES BY ROB RAGAN
Developer Tools
mprocs: The Process Runner That Gives Every Command Its Own Terminal
Data & Knowledge
Graphiti: Why Your AI Agent Needs a Memory That Knows When Facts Stop Being True
Developer Tools
Apple's Container Tool: Per-VM Isolation on macOS Without the Docker Baggage
Automation
WebRecon: Why Most OSINT Tools Output Lists When They Should Output Graphs
AI Dev Tools
Headroom: The Compression Layer Your AI Agent Pipeline Is Missing
Cybersecurity
Autonomous AI Pentesting Agents in 2026: Strix vs RAPTOR vs CyberStrike vs h1-brain
LLM Engineering
Fighting LLM Hallucinations in 2026: llm-council vs claude-octopus vs LLM-Check
Cybersecurity
AI-Era Vulnerability Triage in 2026: NVIDIA vulnerability-analysis vs Minefield vs Noir
AI Agents
Orchestrating Multi-Agent Coding Systems in 2026: Citadel vs OMX vs OpenSpace
LLM Engineering
Running Large LLMs on Limited Hardware in 2026: AirLLM vs llm-checker
AI Dev Tools
Memory & Context Tools for AI Coding Assistants in 2026: claude-mem vs Serena vs Smart Connections
AI Agents