Rob Ragan
FOUNDING CONTRIBUTOROffensive security researcher and AI agent architect. Founder of Starlog.
offensive securityAI agentspenetration testingred teamingapplication security
1762 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
Inside GCG: The Gradient-Based Attack That Broke LLM Alignment
★ 4.7k Python May 10, 2026
LLM Engineering
AutoRedTeam: Training Language Models to Attack Other Language Models
★ 15 Python May 10, 2026
AI Dev Tools
PromptInject: The Framework That Exposed GPT-3's Prompt Injection Vulnerabilities
★ 490 Python May 10, 2026
Developer Tools
OpenGPTs: Building Custom AI Assistants Without OpenAI's Guardrails
★ 6.7k Rich Text Format May 10, 2026
Automation
Inside AUTOMATIC1111: How a Gradio Wrapper Became the De Facto Stable Diffusion Interface
★ 162.8k Python May 10, 2026
Developer Tools
repo2txt: The Dead-Simple Tool for Feeding Entire Codebases to GPT
★ 124 Python May 10, 2026
Developer Tools
Airoboros: Building Custom LLM Training Data with Self-Instruction and LoRA Mixtures of Experts
★ 1.1k Python May 10, 2026
Cybersecurity
Pentest Muse CLI: When AI Agents Meet Offensive Security Workflows
★ 234 Python May 10, 2026
Automation
Reverse Engineering APIs with Browser DevTools: How OpenAPI DevTools Intercepts and Documents Network Traffic
★ 4.3k TypeScript May 10, 2026
LLM Engineering
MiniHF: Building Domain-Specific Language Models Through Constitutional AI and Tree Search
★ 185 Python May 10, 2026
AI Agents
LibreChat: Building a Multi-Provider AI Platform Without Vendor Lock-In
★ 36.8k TypeScript May 10, 2026
Cybersecurity
Inside the Security Architect Interview: What 200+ Real Questions Reveal About Hiring at Scale
★ 204 May 10, 2026