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