Company
Date Published
Author
Himanshu Sheth
Word count
4766
Language
English
Hacker News points
None

Summary

The text discusses the challenges of test flakiness in Selenium automation testing and introduces the concept of auto healing as a solution to improve the stability and reliability of test suites. Test flakiness, caused by factors such as locator changes in the UI, dynamic content, and synchronization issues, can lead to intermittent test failures, impacting CI/CD pipelines. Auto healing, implemented on platforms like LambdaTest, uses AI and ML algorithms to dynamically adapt to changes in web locators, reducing the brittleness of tests and improving the ROI of test automation. The article provides a detailed explanation of how auto healing works, including its benefits and limitations, such as potential performance impacts and the risk of masking underlying issues. While auto healing can enhance the robustness of tests by automatically recovering from certain failures, it should not replace well-designed test strategies and error-handling practices. The text emphasizes that auto healing serves as a temporary solution to be used alongside efforts to permanently address the root causes of test flakiness.