Rob Ragan
FOUNDING CONTRIBUTOROffensive security researcher and AI agent architect. Founder of Starlog.
offensive securityAI agentspenetration testingred teamingapplication security
1135 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. At Starlog, he curates expert deep-dives on the open-source tools reshaping offensive security and AI agent development.
// ARTICLES BY ROB RAGAN
Cybersecurity
vulnx: Query 250,000+ CVEs Like You're Searching Your Email
By Rob Ragan ★ 2.4k Go Apr 3, 2026
Developer Tools
jqp: Building a Real-Time jq Playground with Go and Bubbletea
By Rob Ragan ★ 2.8k Go Apr 3, 2026
Cybersecurity
PyRIT: Microsoft's Framework for Red Teaming AI Systems Before They Fail in Production
By Rob Ragan ★ 3.7k Python Apr 3, 2026
LLM Engineering
Medusa: How Multiple Prediction Heads Eliminate the Draft Model Problem in LLM Inference
By Rob Ragan ★ 2.7k Jupyter Notebook Apr 3, 2026
AI Dev Tools
Promptmap: Automated Security Testing for Your Custom LLM Applications
By Rob Ragan ★ 1.2k Python Apr 3, 2026
Automation
Untangle: Multi-Layer Web Server Fingerprinting for Modern Infrastructure
By Rob Ragan ★ 13 Python Apr 3, 2026
AI Agents
ZenGuard: The Fast Trust Layer for AI Agents That Got Archived Too Soon
By Rob Ragan ★ 152 Python Apr 3, 2026
Cybersecurity
Navigating the Dark Side of Foundation Models: A Security Research Compendium
By Rob Ragan ★ 75 Unknown Apr 3, 2026
Developer Tools
Inside METR's Public Tasks: How AI Safety Researchers Test for Dangerous Agent Capabilities
By Rob Ragan ★ 120 HTML Apr 3, 2026
AI Agents
TruLens: Building Observability Into Your RAG Pipeline Before Production Bites You
By Rob Ragan ★ 3.2k Python Apr 3, 2026
Developer Tools
Inside the Repository Tracking How Threat Actors Actually Use AI (Spoiler: It's Mostly Phishing)
By Rob Ragan ★ 298 Unknown Apr 3, 2026
Cybersecurity
Building a Secret Scanning Arsenal: Inside GitHub's Custom Pattern Library
By Rob Ragan ★ 173 HTML Apr 3, 2026