// ARTICLES BY ROB RAGAN
LLM Engineering
Inside pallms: A Security Arsenal for Breaking LLM Guardrails
LLM Engineering
Guidance: Programming with LLMs Like They're Regular Expressions
LLM Engineering
SGLang: How RadixAttention and Prefix Caching Achieve 5x Faster LLM Inference
LLM Engineering
Medusa: Accelerating LLM Inference by Predicting Multiple Tokens in Parallel
LLM Engineering
mergekit: Combining LLMs Without Training by Operating in Weight Space
AI Dev Tools
Promptmap: Testing LLM Security with a Judge, Jury, and Executioner Architecture
AI Dev Tools
PIPE: A Framework for When Prompt Injection Actually Matters
Data & Knowledge
Building Knowledge Graphs from Conversations: Inside MindGraph's Schema-Driven Architecture
Developer Tools
Building a Voice Interface That Runs Anywhere: Inside Open Interpreter's 01 Project
Developer Tools
Codel: Building a Self-Hosted Autonomous AI Agent with Docker Sandboxing
Developer Tools
OpenHands: The Open-Source AI Agent That Scored 77.6% on SWEBench
Automation