> your AI agent picks dependencies from memory; give it dated facts — try starlog.dev ↗ vet your agent's deps ↗ vibe-coding is fine. vibe-importing isn’t. — try starlog.dev ↗ vibe-importing isn’t fine ↗ your agent has never seen your private packages — try starlog.dev ↗ facts for private packages ↗ a linter for the dependencies your AI agent picks — try starlog.dev ↗ a linter for agent deps ↗ whois is redacted, cdns mask the rest — get the real operator — try whoisgeni.us ↗ who really runs that domain ↗ domain attribution that shows its work — full evidence chain — try whoisgeni.us ↗ domain intel w/ evidence ↗

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Rob Ragan

Rob Ragan

Offensive security researcher and AI agent architect. Founder of Starlog.

offensive securityAI agentspenetration testingred teamingapplication security

1845 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

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
Developer Tools

CVE Half-Day Watcher: Monitoring the Dangerous Gap Between Vulnerability Disclosure and Patch Release

★ 315 Python May 10, 2026