🔗 Claude Code is a build system, not a chatbot

Claude Code redefines the interaction with AI coding by treating it as a build system rather than merely a chatbot. After a year of iteration, the author emphasizes the importance of treating AI like a configurable, layered, and observable engineering system. By moving from passive to active enforcement of coding standards and best practices, projects become less prone to errors, especially when attention drifts. The article explains how to set up automatic checks, the significance of writing standards clearly, and the benefits of using specialized subagents for tasks, plus future-proofing code through systematic hooks. With insights from the author's experiences across various programming languages, this piece serves as a guide to enhance AI-driven development and maintain consistency and quality in coding practices over time.