Rob Ragan
FOUNDING CONTRIBUTOROffensive 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