How to Work and Compound with AI

This article provides a comprehensive guide on working effectively with AI, emphasizing workflows that compound over time. It covers principles like providing good context, encoding taste as config, making verification easy, delegating bigger tasks, and closing the loop. The author shares practical tips on organizing code and knowledge repositories, connecting AI to organizational context via MCPs and INDEX.md files, onboarding AI sessions like new hires using CLAUDE.md, and building a memory layer to persist facts across sessions. The article is aimed at IT/tech professionals and AI users, focusing on productivity and best practices in AI-assisted work.