Development Practice

In the age of Cursor, Copilot, and AI Agents, the fundamental attributes of code have changed. In the past, code was a set of instructions for humans to read; today, code is the corpus for AI reasoning. While human developers can rely on “intuition” and project background knowledge, AI relies primarily on its internal Attention Mechanism and probabilistic prediction. This means that if your code logic is obscure, jumpy, or highly dynamic, the AI will hallucinate because it cannot find enough “anchors.” The core of AI-friendly programming is to reduce the entropy of AI prediction through deterministic structures. ...

Writing a blog is more than just outputting words; for an engineer, the blog itself is an engineering project that undergoes continuous iteration and optimization. Since its inception, this site has evolved from simple static page generation to a highly automated system. Today, I’ll share the tech stack and engineering practices behind this blog. 🏗 Full-Stack Architectural Design This site is built on Hugo and utilizes a fully containerized (Docker) deployment scheme. To ensure data sovereignty and minimalist operations, I opted for self-hosted services instead of Algolia or various third-party comment plugins. ...

If you are not yet familiar with Git, or haven’t adopted Git as your version control tool, now is a great opportunity to get to know this popular tool. I won’t go into the origins and history of Git here, but I recommend checking them out. This article will not cover the basic operations of Git (there are many excellent tutorials online), but rather share some thoughts on using Git and practical experiences in project management. ...