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Rob Ragan

Rob Ragan

Offensive 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

Developer Tools

BandSox: Running Firecracker MicroVMs from Docker Images in Milliseconds

By Rob Ragan ★ 70 Python Apr 3, 2026
Developer Tools

RedCode: The First Large-Scale Safety Benchmark That Actually Tests Code Agents in the Wild

By Rob Ragan ★ 71 Python Apr 3, 2026
Developer Tools

TTI: Teaching Web Agents to Learn from Their Own Mistakes at Test Time

By Rob Ragan ★ 73 Python Apr 3, 2026
Automation

urlwatch: Building a Personal Web Surveillance System with Python Filters

By Rob Ragan ★ 3.0k Python Apr 3, 2026
Developer Tools

Agenspy: Making DSPy Protocol-Native for the Agent-to-Agent Future

By Rob Ragan ★ 74 Python Apr 3, 2026
Developer Tools

Building an Autonomous Reverse Engineering Agent with Dual-LLM Verification Loops

By Rob Ragan ★ 79 Python Apr 3, 2026
Developer Tools

Auto-Exploits: When AI Writes Security Exploits For You

By Rob Ragan ★ 83 Python Apr 3, 2026
Developer Tools

Edgar: A Minimalist Python Gateway to SEC Financial Filings

By Rob Ragan ★ 104 Python Apr 3, 2026
Developer Tools

GhostLine: Building a Voice-Cloning Vishing Framework with FastAPI, Twilio, and LLMs

By Rob Ragan ★ 112 Python Apr 3, 2026
Developer Tools

Natural Language Playwright Tests with Anthropic's Computer Use API

By Rob Ragan ★ 115 TypeScript Apr 3, 2026
Developer Tools

Azul: Building a Hundred-Million-Sample Malware Knowledge Base on Kubernetes

By Rob Ragan ★ 136 Unknown Apr 3, 2026
Developer Tools

CewlAI: Teaching Language Models to Think Like a Pentester

By Rob Ragan ★ 137 Python Apr 3, 2026