Self-healing automation testing with Selenium and ChatGPT API integration to improve the efficiency of the maintenance
The rapid delivery in software development life cycle demands more adaptable automation testing frameworks. The current automation test frameworks struggle with maintaining the scripts due to frequent changes in web elements. To resolve this issue, this paper introduces a self-healing automation testing framework that updates broken locators without human intervention. ChatGPT API is integrated within the newly developed automation framework to reduce time and effort for maintenance. The results show the potential of the self-healing automation testing framework with ChatGPT API integration compared to traditional automation tests.
Authors
- Rand Kouatly (ORCID: https://orcid.org/0000-0001-5405-3990)
- Yunjin Kim
Institutions
- Software (Germany) (DE)
Publication Details
- Published
- 2024-11-26
- DOI
- https://doi.org/10.1109/fllm63129.2024.10852490
- Citations
- 1
- Primary Topic
- Digital Transformation in Industry
- Type
- article
- Field-Weighted Citation Impact
- 0.35