# AI Coding Tools & Vibe Coding: Measuring the ROI of AI Coding Assistants and Shifting Toward…
中文摘要
AI编程助手正将开发从手动编写转向自然语言描述，探讨了衡量投资回报率的方法及向“氛围编程”模式的转变。
English Summary
AI tools are shifting development from manual coding to natural language descriptions, exploring ROI measurement and the transition toward "vibe coding" in modern engineering.
原文节选
A few years ago, if you wanted a working REST endpoint, you opened a blank file and started typing. Now you can describe what you want in… Continue reading on Medium »