Rob Ragan
FOUNDING CONTRIBUTOROffensive security researcher and AI agent architect. Founder of Starlog.
offensive securityAI agentspenetration testingred teamingapplication security
1760 articles
Rob Ragan is an offensive security researcher and AI agent architect who has spent two decades breaking into systems and building tools to automate the process.
// ARTICLES BY ROB RAGAN
AI Agents
Building Durable AI Agents with MCP: Why mcp-agent Treats Workflows Like Distributed Systems
★ 8.3k Python May 8, 2026
AI Agents
Building an AI Bridge to Burp Suite: Inside the MCP Security Testing Server
★ 8 JavaScript May 8, 2026
Cybersecurity
Uro: How Static URL Analysis Cuts Pentesting Noise by 90%
★ 1.6k Python May 8, 2026
Developer Tools
Verifiers: Environment-as-Module Architecture for LLM Reinforcement Learning
★ 5 Python May 8, 2026
AI Dev Tools
Spec Kit: GitHub's Experimental Framework for AI-Native, Specification-First Development
★ 93.3k Python May 8, 2026
AI Agents
Inside Cyber-AutoAgent: Building Penetration Testing AI with Metacognitive Reasoning
★ 525 TypeScript May 8, 2026
AI Agents
HADES: Training Blue Teams with AI-Powered Adversaries That Never Sleep
★ 28 Python May 8, 2026
Cybersecurity
Building Explainable Offensive Security with Agentic AI: A Deep Dive into Multi-Agent Reconnaissance
★ 2 Python May 8, 2026
AI Agents
Strands Agents: Building AI Agents with Decorators and Model Context Protocol
★ 5.8k Python May 8, 2026
LLM Engineering
Unsloth: How Custom Triton Kernels Make LLM Fine-Tuning Possible on Consumer GPUs
★ 63.8k Python May 8, 2026
AI Agents
Building Agents That Build Themselves: Inside Meta-Tools-and-Agents
★ 8 Jupyter Notebook May 8, 2026
AI Agents
Building Multi-Agent Orchestration on AWS: Inside Omnimesh's Gateway Pattern
★ 10 Python May 8, 2026