arXiv:2611.06952 · v1

Recursively Testing and Vibe Debugging a Google AI Studio Generated Vibe-Coded Database Software Application

首次提交 2026-11-04 02:33

版本更新 2026-11-04 02:33

雷达观测 2026-11-06 11:07

摘要

This research paper proposes a broader definition of vibe coding, extending the original one with non-developers and natural languages other than English, and introduces the notion of vibe debugging, as well as a sound, complete, and optimal algorithmic methodology for testing and vibe debugging vibe-coded software applications. This methodology is illustrated by applying it to a vibe-coded real-world database application of medium complexity generated with Google AI Studio Pro. We prove that even non-developers can obtain a final bug-free and functional satisfactory application version, even in languages other than English. We also prove that, although Google AI Studio Pro has sophisticated built-in engines for both language analysis, software development, and automated testing, it is still making lot of mistakes, so testing and vibe debugging of its generated code is a must.

期刊信息：Primera Scientific Engineering 9.6(2026): 30-48