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

Cybersecurity

Teaching Machines to Hack: Inside AutoPentest-DRL's Reinforcement Learning Approach

★ 431 Python May 8, 2026

AI Agents

AG-UI: The Missing Protocol Between AI Agents and Real-Time User Interfaces

★ 13.4k Python May 8, 2026

AI Agents

Membrane: Building a Transparent Sandbox for AI Agents with eBPF and Nested Containers

★ 53 Go May 8, 2026

LLM Engineering

Vibe Kanban: The Git Worktree Strategy Behind Orchestrating Multiple AI Coding Agents

★ 26.0k Rust May 8, 2026

Rob Ragan

// ARTICLES BY ROB RAGAN

Teaching Machines to Hack: Inside AutoPentest-DRL's Reinforcement Learning Approach

AG-UI: The Missing Protocol Between AI Agents and Real-Time User Interfaces

Membrane: Building a Transparent Sandbox for AI Agents with eBPF and Nested Containers

Heretic: Automatic Abliteration for Uncensoring Language Models

Leash: Runtime Guardrails for AI Coding Agents Using eBPF and Cedar Policies

Serena: The MCP Toolkit That Turns AI Agents into IDE-Native Developers

SkillForge: Building Claude AI Skills with Multi-Agent Quality Gates

Magnitude: Browser Automation That Sees the Web Like You Do

VulnLLM-R: Distilling Security Reasoning from Giant Models Into a 7B Package

BandSox: Building Production AI Agent Sandboxes with Firecracker and vsock

Lightbox: Build Tamper-Evident Audit Trails for AI Agents Without Blockchain

Vibe Kanban: The Git Worktree Strategy Behind Orchestrating Multiple AI Coding Agents