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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 Dev Tools

Maestro: Parallel AI Coding Sessions with Git Worktrees

By Rob Ragan ★ 825 TypeScript Feb 10, 2026
LLM Engineering

Running 70B LLMs on a 4GB GPU: AirLLM's Layer-Swapping Architecture

By Rob Ragan ★ 11.1k Jupyter Notebook Feb 10, 2026
Developer Tools

Cybrland: Building a Design System for Your Desktop Environment

By Rob Ragan ★ 148 CSS Feb 10, 2026
AI Agents

OpenClaw Skills: The Shell Script Registry Teaching AI Agents to Trade Crypto

By Rob Ragan ★ 558 Shell Feb 10, 2026
AI Agents

OpenEdison: The Firewall Your AI Agents Actually Need

By Rob Ragan ★ 274 TypeScript Feb 10, 2026
Infrastructure

Running Stateful AI Agents on Cloudflare Workers: Inside MoltWorker's Container Architecture

By Rob Ragan ★ 8.3k TypeScript Feb 10, 2026
AI Agents

nanobot: A 4,000-Line Answer to Agent Framework Bloat

By Rob Ragan ★ 15.3k Python Feb 10, 2026
AI Agents

agentsh: Runtime Policy Enforcement for AI Agents That Actually Sees Subprocesses

By Rob Ragan ★ 22 Go Feb 10, 2026
AI Dev Tools

Claude-Mem: Building Episodic Memory for AI Coding Sessions

By Rob Ragan ★ 26.4k TypeScript Feb 10, 2026
Cybersecurity

Guardian CLI: When AI Agents Orchestrate Your Penetration Tests

By Rob Ragan ★ 1.0k Python Feb 10, 2026
Data & Knowledge

ROAPI: Turn a Parquet File into a REST API in One Command

By Rob Ragan ★ 3.4k Rust Feb 10, 2026
AI Dev Tools

OpenWhale: The AI Assistant That Can Modify Its Own Codebase

By Rob Ragan ★ 17 TypeScript Feb 10, 2026