All authors
Rob Ragan

Rob Ragan

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

offensive securityAI agentspenetration testingred teamingapplication security

1661 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

Infrastructure

Cloud Security Tidbits: Learning AWS Exploitation Through Intentionally Broken Infrastructure

By Rob Ragan ★ 64 Unknown May 15, 2026
AI Dev Tools

Mr. Ranedeer: The 29K-Star Prompt That Turned GPT-4 Into a Tutor Without Writing Code

By Rob Ragan ★ 29.6k Unknown May 15, 2026
LLM Engineering

Guardrails AI: Building Fail-Safe Layers Around Unpredictable LLMs

By Rob Ragan ★ 6.9k Unknown May 15, 2026
Cybersecurity

Prompt Engineering for Red Teams: How ChatGPT Became an Offensive Security Multiplier

By Rob Ragan ★ 54 Unknown May 15, 2026
Developer Tools

FaceFusion: Building Production Pipelines for AI Face Manipulation

By Rob Ragan ★ 28.3k Unknown May 15, 2026
AI Dev Tools

Fingerprinting Microsoft Defender for Identity Through Autodiscover: A Reconnaissance Deep-Dive

By Rob Ragan ★ 24 Unknown May 15, 2026
LLM Engineering

MosaicML Composer: The PyTorch Training Framework That Makes Checkpoints Hardware-Agnostic

By Rob Ragan ★ 5.5k Unknown May 15, 2026
Automation

Inside Haize Labs' Automated Jailbreak Discovery: When AI Red-Teams Itself

By Rob Ragan ★ 98 Unknown May 15, 2026
LLM Engineering

Building a Codebase Documentation Engine with LLMs: Lessons from auto_llm_codebase_analysis

By Rob Ragan ★ 27 Unknown May 15, 2026
AI Dev Tools

Sidekick: The Anti-PaaS That Turns Your $5 VPS Into a Deployment Platform

By Rob Ragan ★ 7.4k Unknown May 15, 2026
LLM Engineering

How NYU Built a Leaderboard to Track LLM Agents Hacking Their Way Through CTF Challenges

By Rob Ragan ★ 5 Unknown May 15, 2026
AI Agents

Comanda: Orchestrating Multi-LLM Agent Workflows with Declarative YAML

By Rob Ragan ★ 314 Unknown May 15, 2026