← All authors
Rob Ragan

Rob Ragan

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

offensive securityAI agentspenetration testingred teamingapplication security

1661 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

AI Dev Tools

DeepSeek-OCR: Rethinking Vision Encoders as Extreme Compression Engines

By Rob Ragan ★ 23.2k Unknown May 8, 2026
AI Agents

CodeMachine: Turning AI Coding Assistants Into Orchestrated Workflows

By Rob Ragan ★ 2.5k Unknown May 8, 2026
AI Agents

GPTSwarm: Building Self-Optimizing Agent Networks with Reinforcement Learning

By Rob Ragan ★ 1.0k Unknown May 8, 2026
AI Agents

Inside HGM: A Self-Rewriting AI That Improves Its Own Code

By Rob Ragan ★ 390 Unknown May 8, 2026
AI Agents

AutoAgents: Dynamic Multi-Agent Generation for GPT-4 Orchestration

By Rob Ragan ★ 1.5k Unknown May 8, 2026
AI Agents

Tongyi DeepResearch: The First Open-Source MoE Agent Built for Multi-Step Research

By Rob Ragan ★ 19.1k Unknown May 8, 2026
Cybersecurity

Strix: AI Agents That Actually Hack Your Code (And Prove It)

By Rob Ragan ★ 25.7k Unknown May 8, 2026
Cybersecurity

SecPipe: Teaching AI Agents to Chain Security Tools Like Expert Researchers

By Rob Ragan ★ 789 Unknown May 8, 2026
LLM Engineering

TOON: The Data Format That Makes LLMs Pay Attention to Your Tables

By Rob Ragan ★ 24.4k Unknown May 8, 2026
Developer Tools

BountyBench: A Framework for Benchmarking AI Agents on Security Vulnerability Research

By Rob Ragan ★ 88 Unknown May 8, 2026
AI Agents

Inside the Framework Measuring How Good AI Agents Are at Hacking

By Rob Ragan ★ 8 Unknown May 8, 2026
AI Agents

WASP: The Security Benchmark That Catches What Your Web Agent Misses

By Rob Ragan ★ 87 Unknown May 8, 2026