// ARTICLES BY ROB RAGAN
Cybersecurity
Autokaker: When LLMs Hunt Vulnerabilities and Write Their Own Patches
Developer Tools
Building an AI Bug Hunter: Inside VSCode's AutoK Security Extension
AI Agents
Vivaria: METR's Database-First Architecture for AI Agent Elicitation Research
AI Dev Tools
repo2file: The Minimalist's Guide to Feeding Your Codebase to LLMs
Developer Tools
PIGEON: Teaching CLIP to Geolocate Photos Through Hierarchical Geocell Classification
AI Dev Tools
dotai: Teaching AI Assistants Your Team's Workflow Through Plugin-Based Context Injection
LLM Engineering
Inside JailbreakHub: What 15,000 Real-World ChatGPT Exploits Reveal About LLM Security
AI Agents
FastAgency: The Adapter Pattern That Makes AutoGen Agents Production-Ready
LLM Engineering
Chain-of-Thought Reasoning for Any LLM in 150 Lines of PHP
Infrastructure
Building OpenAI o1-Style Reasoning with Prompt Engineering Alone
AI Agents
Rigging: The LLM Framework That Treats Prompts Like Functions
Cybersecurity