Rob Ragan
FOUNDING CONTRIBUTOROffensive 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
LLM Engineering
Inside Unsloth's 250+ Notebook Arsenal: A Deep Dive into Production-Ready LLM Fine-Tuning
★ 5.3k Jupyter Notebook May 7, 2026
Developer Tools
How Git's Version Control Turns 183 Years of US Law Into Queryable Code History
★ 215 May 7, 2026
Developer Tools
CodeBurn: Tracking Where Your AI Coding Budget Actually Goes
★ 5.7k TypeScript May 7, 2026
AI Agents
Agent Trace: A Standard Format for Recording Which Lines of Code Your AI Actually Wrote
★ 708 TypeScript May 7, 2026
LLM Engineering
ML Intern: Building an Autonomous ML Agent That Reads Papers and Ships Models
★ 8.8k Python May 7, 2026
AI Agents
MiroThinker: The Open-Source Research Agent That Scales Through Interaction, Not Just Parameters
★ 8.2k Python May 7, 2026
Developer Tools
RTK: The Transparent Proxy That Cuts AI Coding Costs by 80% Without Changing Your Workflow
★ 43.3k Rust May 7, 2026
AI Dev Tools
Context Mode: How AI Coding Agents Cut Context Windows by 98% Using Sandboxed Tool Outputs
★ 13.7k TypeScript May 7, 2026
Data & Knowledge
How code-review-graph Cuts AI Code Review Tokens by 8.2× Using Persistent Knowledge Graphs
★ 15.6k Python May 7, 2026
AI Dev Tools
OpenMythos: Recurrent Transformers and the Quest for Depth-Variable Reasoning
★ 12.1k Python May 7, 2026
Data & Knowledge
Trailmark: Building Security-Focused Code Graphs Across 22+ Languages
★ 346 C May 7, 2026
Cybersecurity
Inside dmaynor/apple-vuln-research: Weaponizing Apple's Security Research Device Against Itself
★ 74 C May 7, 2026