Rob Ragan

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

offensive securityAI agentspenetration testingred teamingapplication security

1844 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 Agents

Open Trajectory Gym: Post-Training LLMs to Actually Use Tools Across Multiple Turns

★ 24 Python May 7, 2026

LLM Engineering

PyReason: Graph-Based Temporal Logic for Explainable AI

★ 335 Python May 7, 2026

Automation

Building a $5/Month AI News Pipeline with Multi-Tier LLM Fallbacks

★ 159 Python May 7, 2026

AI Agents

ClauDEX: Building a Deterministic Control Plane for Probabilistic AI Agents

★ 180 Python May 7, 2026

Rob Ragan

// ARTICLES BY ROB RAGAN

Smart Ralph: Preventing AI Coding Agents from Drowning in Their Own Context

ralph-parallel: Orchestrating Concurrent AI Agents for Parallel Code Execution

Attractor: StrongDM's Radical Bet on Shipping Specifications Instead of Code

How Cloudflare's MCP Server Cuts Context Usage by 99.5% with Code Mode

Running Playwright in Cloudflare Workers: Browser Automation at the Edge

Cloudflare Agents: Stateful AI That Hibernates Between Thoughts

Wardgate: Building a Security Perimeter Around Your AI Agents

QMD: A Three-Stage Search Engine That Runs Entirely on Your Laptop

Open Trajectory Gym: Post-Training LLMs to Actually Use Tools Across Multiple Turns

PyReason: Graph-Based Temporal Logic for Explainable AI

Building a $5/Month AI News Pipeline with Multi-Tier LLM Fallbacks

ClauDEX: Building a Deterministic Control Plane for Probabilistic AI Agents