João Paiva

Evaluating the Quality of User Stories: An Extended Comparative Study of Multiple LLMs and Rule-Based Tools

2026 · Lecture notes in business information processing

Abstract Background: Ensuring the quality of user stories is vital to Agile Software Development. Rule-based tools like AQUSA, based on the Quality User Story (QUS) framework, offer reliable structural checks but struggle with context-sensitive or …