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
Freysa: When an LLM Controls $47,000 and Dares You to Break Its Rules
★ 788 TypeScript May 9, 2026
AI Agents
Pydantic AI: The Agent Framework That Treats LLMs Like Statically-Typed APIs
★ 16.9k Python May 9, 2026
Developer Tools
Mapping the Invisible: How IPv4Explorer Turns 4.3 Billion IP Addresses Into a Navigable Map
★ 25 TypeScript May 9, 2026
LLM Engineering
HunyuanVideo: Tencent's Diffusion Transformer Architecture for 720p Video Generation
★ 12.1k Python May 9, 2026
AI Dev Tools
ell: The Language Model Programming Library That Treats Prompts Like Git Commits
★ 5.9k Python May 9, 2026
LLM Engineering
Building Statistically Robust LLM Rankings with Pairwise Comparisons
★ 170 Go May 9, 2026
LLM Engineering
BitNet: Running 100B Parameter Models on Your Laptop at Human Reading Speed
★ 38.9k Python May 9, 2026
Developer Tools
Gitingest: Turn Any GitHub Repository Into LLM-Ready Text With a URL Trick
★ 14.6k Python May 9, 2026
AI Dev Tools
ARTKIT: Why Enterprise Gen AI Testing Requires Adversarial Multi-Turn Conversations
★ 168 Jupyter Notebook May 9, 2026
LLM Engineering
LLM-Check: Detecting Hallucinations by Reading Your Model's Mind
★ 40 Jupyter Notebook May 9, 2026
LLM Engineering
Mapping LLM Safety as a Landscape: How Weight Perturbations Reveal the Fragility of Alignment
★ 40 Python May 9, 2026
Developer Tools
Extracting Neural Network Weights Through Black-Box Queries: A Cryptanalytic Attack Framework
★ 2 Python May 9, 2026