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

LangGround: Teaching Multi-Agent RL Systems to Communicate Like Humans Using GPT-4

By Rob Ragan ★ 17 Python Apr 3, 2026

Developer Tools

Inside oxp-python: A Stainless-Generated SDK That Proves Auto-Generation Has Grown Up

By Rob Ragan ★ 17 Python Apr 3, 2026

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SPORT: Teaching Multimodal Agents to Self-Improve Without Human Feedback

By Rob Ragan ★ 20 Python Apr 3, 2026

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Memoria: Why AI Agents Need More Than RAG to Remember

By Rob Ragan ★ 20 Jupyter Notebook Apr 3, 2026

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ELT-Bench: The First Realistic Benchmark for Evaluating AI Agents on Data Pipeline Automation

By Rob Ragan ★ 24 Python Apr 3, 2026

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IBProtector: Defending LLMs Against Jailbreaks Using Information Bottleneck Theory

By Rob Ragan ★ 27 Python Apr 3, 2026

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Building a Multi-Agent Pentesting System with AutoGen: When LLMs Orchestrate Security Workflows

By Rob Ragan ★ 28 Python Apr 3, 2026

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Teaching Web Agents to Think Before They Click: World Models for LLM-Based Navigation

By Rob Ragan ★ 29 Python Apr 3, 2026

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Building Production Claude Apps in Minutes: Inside Anthropic's TypeScript Quickstarts

By Rob Ragan ★ 31 TypeScript Apr 3, 2026

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CoGames: Building and Benchmarking Cooperative AI Agents for the Alignment League

By Rob Ragan ★ 31 Python Apr 3, 2026

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URET: IBM's Graph-Based Framework for Adversarial Testing Beyond Images

By Rob Ragan ★ 32 Jupyter Notebook Apr 3, 2026

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XSS-AGENT: When AI Takes the Wheel in Browser Exploitation

By Rob Ragan ★ 33 PHP Apr 3, 2026