A Survey of Vibe Coding with Large Language Models
Yuyao Ge, Lingrui Mei, Zenghao Duan, Tianhao Li, Yujia Zheng, Yiwei Wang, Lexin Wang, Jiayu Yao, Tianyu Liu, Yujun Cai, Baolong Bi, Fangda Guo, Jiafeng Guo, Shenghua Liu, Xueqi Cheng • October 12, 2025
This survey provides a comprehensive review of "Vibe Coding," a paradigm where developers validate AI-generated code through outcome observation rather than line-by-line comprehension. We analyze over 1,000 research papers, examining LLMs for coding, coding agents, development environments, and feedback mechanisms.