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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

LatentMAS: How Multi-Agent LLMs Communicate Without Speaking

By Rob Ragan ★ 837 Python Apr 2, 2026
Developer Tools

Arcade MCP: The Flask-Inspired Framework That Makes Building Model Context Protocol Servers Actually Enjoyable

By Rob Ragan ★ 842 Python Apr 2, 2026
Developer Tools

TangoFlux: Generating 30 Seconds of Studio-Quality Audio in 3 Seconds

By Rob Ragan ★ 849 Jupyter Notebook Apr 2, 2026
Developer Tools

SVFR: The First Multi-Task Video Face Restoration Framework Built on Stable Diffusion

By Rob Ragan ★ 855 Python Apr 2, 2026
Developer Tools

V3SP3R: Building an AI Agent That Controls Hardware Over Bluetooth

By Rob Ragan ★ 863 Java Apr 2, 2026
Developer Tools

STRIDE GPT: Why Threat Modeling with LLMs Actually Works

By Rob Ragan ★ 1.0k Python Apr 2, 2026
Developer Tools

HackingBuddyGPT: Teaching LLMs to Find Privilege Escalation Vulnerabilities

By Rob Ragan ★ 1.0k Python Apr 2, 2026
Developer Tools

GPTSwarm: Treating Multi-Agent Systems as Optimizable Graphs

By Rob Ragan ★ 1.0k Python Apr 2, 2026
Developer Tools

BankrBot Skills: The Agent Marketplace Building on Markdown and Micropayments

By Rob Ragan ★ 1.1k Shell Apr 2, 2026
Developer Tools

Inside APTs-Adversary-Simulation: A Nation-State Threat Actor Arsenal for Red Teams

By Rob Ragan ★ 1.1k C++ Apr 2, 2026
Developer Tools

Autonomous-Agents: A Living Bibliography of LLM Agent Research, Updated Daily

By Rob Ragan ★ 1.2k Unknown Apr 2, 2026
Developer Tools

Building Function Calling for Open-Source LLMs: Inside Hermes-2-Pro's Tool Architecture

By Rob Ragan ★ 1.2k Jupyter Notebook Apr 2, 2026