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
AI Agents
Agent Trace: A Standard Format for Recording Which Lines of Code Your AI Actually Wrote
By Rob Ragan ★ 708 Unknown May 7, 2026
LLM Engineering
ML Intern: Building an Autonomous ML Agent That Reads Papers and Ships Models
By Rob Ragan ★ 8.8k Unknown May 7, 2026
AI Agents
MiroThinker: The Open-Source Research Agent That Scales Through Interaction, Not Just Parameters
By Rob Ragan ★ 8.2k Unknown May 7, 2026
Developer Tools
RTK: The Transparent Proxy That Cuts AI Coding Costs by 80% Without Changing Your Workflow
By Rob Ragan ★ 43.3k Unknown May 7, 2026
AI Dev Tools
Context Mode: How AI Coding Agents Cut Context Windows by 98% Using Sandboxed Tool Outputs
By Rob Ragan ★ 13.7k Unknown May 7, 2026
Data & Knowledge
How code-review-graph Cuts AI Code Review Tokens by 8.2× Using Persistent Knowledge Graphs
By Rob Ragan ★ 15.6k Unknown May 7, 2026
AI Dev Tools
OpenMythos: Recurrent Transformers and the Quest for Depth-Variable Reasoning
By Rob Ragan ★ 12.1k Unknown May 7, 2026
Data & Knowledge
Trailmark: Building Security-Focused Code Graphs Across 22+ Languages
By Rob Ragan ★ 346 Unknown May 7, 2026
Cybersecurity
Inside dmaynor/apple-vuln-research: Weaponizing Apple's Security Research Device Against Itself
By Rob Ragan ★ 74 Unknown May 7, 2026
AI Agents
Otto-Support: A Deliberately Broken MCP Server That Teaches AI Security the Hard Way
By Rob Ragan ★ 7 Unknown May 7, 2026
Developer Tools
CVEHunt: Teaching LLMs to Exploit Vulnerabilities Without Breaking the Law
By Rob Ragan ★ 1 Unknown May 7, 2026
Developer Tools
GuardDog: How Datadog Built a Multi-Ecosystem Malware Scanner for Supply Chain Threats
By Rob Ragan ★ 1.1k Unknown May 7, 2026