Detecting UX smells in Visual Studio Code using LLMs

Read full text
Authors: Andrés Rodriguez, Juan Cruz Gardey, Alejandra Garrido
Cited by: 0

Abstract

Integrated Development Environments shape developers' daily experience, yet the empirical study of their usability and user experience (UX) remains limited. This work presents an LLM-assisted approach to detecting UX smells in Visual Studio Code by mining and classifying user-reported issues from the GitHub repository. Using a validated taxonomy and expert review, we identified recurring UX problems that affect the developer experience. Our results show that the majority of UX smells are concentrated in informativeness, clarity, intuitiveness, and efficiency, qualities that developers value most.

Fields of Study & Subjects

Usability and User Interface Design Software Engineering Research Software Engineering Techniques and Practices

Publication details

Pages
50–53
Publication date
12 April 2026
Language
EN