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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

SkillForge: The Opinionated Framework That Treats AI Skills Like Production Software

By Rob Ragan ★ 504 Python Feb 10, 2026
Cybersecurity

VulnLLM-R: Training 7B Models to Reason About Security Vulnerabilities Like Humans

By Rob Ragan ★ 238 Python Feb 10, 2026
Infrastructure

BandSox: Why Firecracker MicroVMs Beat Containers for Sandboxing Untrusted Code

By Rob Ragan ★ 67 Python Feb 10, 2026
AI Dev Tools

Building Explainer Videos from Code: Inside a Timing-First Animation Pipeline

By Rob Ragan ★ 62 Python Feb 10, 2026
AI Dev Tools

Vibe Kanban: Orchestrating Multiple AI Coding Agents Like a Team of Junior Developers

By Rob Ragan ★ 20.9k TypeScript Feb 10, 2026
Developer Tools

witr: Tracing the Ghost Processes in Your Stack

By Rob Ragan ★ 13.0k Go Feb 10, 2026
AI Agents

Gas Town: Git-Backed State Machines for Multi-Agent AI Orchestration

By Rob Ragan ★ 8.9k Go Feb 10, 2026
AI Dev Tools

Building a Web Proxy for AI Coding Agents: Inside Claude Code WebUI

By Rob Ragan ★ 899 TypeScript Feb 10, 2026
Automation

Teracrawl: The Web Scraper That Topped 14 Competitors by Rethinking Browser Reuse

By Rob Ragan ★ 201 TypeScript Feb 10, 2026
LLM Engineering

SelfCheckGPT: How to Catch LLM Hallucinations by Making Models Argue With Themselves

By Rob Ragan ★ 601 Python Feb 10, 2026
LLM Engineering

Pythea: Detecting When Your LLM Shows Its Work But Ignores It

By Rob Ragan ★ 1.6k Python Feb 10, 2026
Developer Tools

mprocs: The Process Manager That Understands Your Terminal Isn't Just a Log Stream

By Rob Ragan ★ 2.4k Rust Feb 10, 2026