A Tool for Test Case Scenarios Generation Using Large Language Models

2024/06/11 by Abdul Malik Sami, Sami, Abdul Malik, Zeeshan Rasheed +9
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Testing and Debugging Techniques

paper · pdf · doi:10.48550/arxiv.2406.07021

openalex publication_date 2024/06/11 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28

Abstract

Large Language Models (LLMs) are widely used in Software Engineering (SE) for various tasks, including generating code, designing and documenting software, adding code comments, reviewing code, and writing test scripts. However, creating test scripts or automating test cases demands test suite documentation that comprehensively covers functional requirements. Such documentation must enable thorough testing within a constrained scope and timeframe, particularly as requirements and user demands evolve. This article centers on generating user requirements as epics and high-level user stories and crafting test case scenarios based on these stories. It introduces a web-based software tool that employs an LLM-based agent and prompt engineering to automate the generation of test case scenarios against user requirements.

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