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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

AI Agents

HumanLayer: The Multi-Agent Orchestration Layer Claude Code Is Missing

By Rob Ragan ★ 9.3k TypeScript Feb 16, 2026
AI Agents

Maestro: The Command Center for Parallel AI Agent Workflows

By Rob Ragan ★ 2.2k TypeScript Feb 16, 2026
AI Agents

Cagent: A Pragmatic Sandbox for Keeping AI Agents on a Leash

By Rob Ragan ★ 3 Shell Feb 16, 2026
AI Agents

Lightbox: Building Tamper-Evident Flight Recorders for AI Agents

By Rob Ragan ★ 3 Python Feb 16, 2026
Cybersecurity

RedAmon: Teaching AI Agents to Break Into Your Infrastructure While You Sleep

By Rob Ragan ★ 639 Python Feb 16, 2026
Cybersecurity

Shannon: The AI Pentester That Actually Clicks the Exploit Button

By Rob Ragan ★ 22.5k TypeScript Feb 16, 2026
AI Dev Tools

Context Engineering Kit: Treating AI Code Generation Like a Compiler

By Rob Ragan ★ 463 TypeScript Feb 16, 2026
AI Agents

AG-UI: The Missing Protocol Layer Between AI Agents and Your Frontend

By Rob Ragan ★ 11.9k Python Feb 10, 2026
LLM Engineering

Heretic: Using Multi-Objective Optimization to Automatically Uncensor Language Models

By Rob Ragan ★ 5.0k Python Feb 10, 2026
AI Dev Tools

Serena: Teaching LLMs to Navigate Code Like an IDE, Not a Text Editor

By Rob Ragan ★ 20.0k Python Feb 10, 2026
Infrastructure

Leash: eBPF-Powered Sandboxing for AI Coding Agents

By Rob Ragan ★ 391 Go Feb 10, 2026
Automation

Magnitude: The Browser Automation Framework That Sees the Web Like Humans Do

By Rob Ragan ★ 4.0k TypeScript Feb 10, 2026