// ARTICLES BY ROB RAGAN
Developer Tools
Building Function Calling for Open-Source LLMs: Inside Hermes-2-Pro's Tool Use Framework
AI Agents
Muscle Memory: Teaching AI Agents to Cache Behaviors, Not Just Responses
AI Agents
Deep Agents UI: A Debugging Interface for LangGraph's Most Complex Agent Pattern
AI Agents
Crush: The Terminal AI Coding Assistant That Survives Model Switching
LLM Engineering
Onyx: Building ChatGPT-Grade AI Search with Hybrid RAG and MCP Agents
Automation
Running Transformers in the Browser: How Transformers.js Brings Server-Grade ML to Client-Side JavaScript
AI Agents
MAPTA: When AI Agents Become Autonomous Penetration Testers
Cybersecurity
RESTler: How Microsoft Solves the REST API State Problem That Breaking Cloud Services
Cybersecurity
Auto-Exploits: When AI Writes the Proof-of-Concept Code for You
AI Agents
Inside the AI Agent Framework Wars: A Hands-On Comparison Repository
Data & Knowledge
Featureform: The Virtual Feature Store That Doesn't Replace Your Infrastructure
AI Agents