Rob Ragan

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

offensive securityAI agentspenetration testingred teamingapplication security

1678 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

getML: The C++ Engine That Makes Feature Engineering on Relational Data 1000x Faster

★ 241 May 10, 2026

Developer Tools

Swiss Army Llama: Building a Self-Hosted Semantic Search Engine with Local LLMs

★ 1.1k May 10, 2026

Cybersecurity

Gsec: A Bug Bounty Hunter's Multi-Tool That Wraps Nuclei in Aggressive Automation

★ 382 May 10, 2026

Developer Tools

OffsecML: Where Machine Learning Meets Offensive Security

★ 45 May 10, 2026

Developer Tools

Inside SV2TTS: How Three Neural Networks Clone a Voice in Real-Time

★ 1 May 10, 2026

LLM Engineering

Weaponizing Machine Learning Models: How Pickle Deserialization Turns TensorFlow into a Trojan Horse

★ 43 May 10, 2026

Cybersecurity

A2P2V: Automated Attack Path Planning That Bridges Vulnerability Scanning and Exploitation

★ 68 May 10, 2026

Data & Knowledge

Inside the AI Agent Tooling Ecosystem: A Map of the Fragmented SDK Landscape

★ 1.2k May 10, 2026

AI Dev Tools

Inside GPT-Image-2 Prompt Engineering: A Curated Library of Production-Ready Templates

★ 1.9k May 10, 2026

AI Agents

AgentsFlow: Building AutoGen Multi-Agent Systems Without Writing Python

★ 350 May 10, 2026

AI Agents

Awesome-GPT-Agents: The Crowdsourced Directory of AI Security Assistants

★ 6.5k May 10, 2026

AI Dev Tools

AutoDAN: How Hierarchical Genetic Algorithms Expose the Fragility of LLM Alignment

★ 440 May 10, 2026