Rob Ragan
FOUNDING CONTRIBUTOROffensive security researcher and AI agent architect. Founder of Starlog.
offensive securityAI agentspenetration testingred teamingapplication security
1665 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
LLM Engineering
SRMT: Teaching Robots to Share Their Thoughts Through Memory
★ 36 May 9, 2026
Developer Tools
Sponge Poisoning: The Stealth Attack That Makes Neural Networks Energy Vampires
★ 15 May 9, 2026
AI Agents
Teaching LLMs to Predict the Future: World Models for Web Agents
★ 30 May 9, 2026
Developer Tools
NegMerge: Fixing Machine Unlearning's Hyperparameter Lottery Problem
★ 15 May 9, 2026
Developer Tools
Best-of-N Jailbreaking: How Sampling Beats Sophistication in LLM Attacks
★ 566 May 9, 2026
LLM Engineering
Building Resumable LLM Evaluations: A Template for Rate-Limited API Testing
★ 7 May 9, 2026
AI Agents
Teaching AI to Read API Docs: Inside OpenAPI MCP Server's Progressive Disclosure Pattern
★ 892 May 9, 2026
Automation
SiteOne Crawler GUI: Bridging Enterprise Website Analysis and Desktop Simplicity
★ 239 May 9, 2026
Automation
Helium: Writing Browser Automation Scripts That Read Like English
★ 8.3k May 9, 2026
Developer Tools
InterCode-CTF: How Basic Prompts Beat Complex Agents at 95% Success in Security Testing
★ 70 May 9, 2026
Developer Tools
Inside Monolith: How ByteDance Eliminates Hash Collisions in Billion-Scale Recommendation Systems
★ 9.3k May 9, 2026
AI Agents
PySpur: The Visual Debugger That AI Agent Development Has Been Waiting For
★ 5.7k May 9, 2026