Synapse
⌘+K
Synapse
PulseExploreClubsResearchersJournals
Instagram
HomeClubsExplore
December 23, 2024SHILAP Revista de lepidopterologíaOpen Access

Cypress Copilot: Development of an AI Assistant for Boosting Productivity and Transforming Web Application Testing

View Full Paper
Ask AI
Bookmark
Share

Authors

SNSuresh Babu NetturSKShanthi KarpurapuUNUnnati Nettur

Discussion

Loading...

Member takes

Overview

Randomized trial demonstrates the effectiveness of Cypress Copilot in improving web application testing efficiency, suggesting enhanced productivity for developers.

Key Points

  • This study aims to enhance web application testing automation by leveraging AI to improve code generation and maintainability.
  • Utilized Behavior-Driven Development (BDD) methodology for test case design.
  • Evaluated various OpenAI models including GPT-4-Turbo and GPT-4o using few-shot and zero-shot prompt techniques.
  • Developed and released an open-source Visual Studio Code extension called 'Cypress Copilot'.
  • Cypress automation code generated by GPT-4o using a few-shot chain approach demonstrated fewer empty methods and improved syntactical accuracy.
  • The generated code was more maintainable compared to other methods assessed.
  • The tool showed effectiveness in automating end-to-end web tests, indicating a streamlined development process.

Cite This Study

Nettur et al. (2024) studied this question.

synapsesocial.com/papers/69d122cd2f1da8c055f3c81bhttps://doi.org/10.1109/access.2024.3521407
View Full Paper
Ask AI
Bookmark
Share

Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1GitHub Copilot: the perfect Code compLeeter?2024 · 4 citations
  2. 2Practical Non-Intrusive GUI Exploration Testing with Visual-based Robotic Arms2024 · 12 citations
  3. 3Comprehensive Evaluation and Insights Into the Use of Large Language Models in the Automation of Behavior-Driven Development Acceptance Test Formulation2024 · 30 citations
  4. 4Zero-Shot Learning—A Comprehensive Evaluation of the Good, the Bad and the Ugly2018 · 1,653 citations
  5. 5Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?2022 · 698 citations