Test automation has evolved significantly over the years, leading to the development of both code-based and codeless test automation methods. Code-based test automation requires programming expertise and involves writing scripts to perform comprehensive testing, offering flexibility and robust security but at the cost of complexity and slower execution. In contrast, codeless test automation, which utilizes graphical user interfaces and drag-and-drop features, is more accessible to non-technical users and faster to implement, albeit with potential security vulnerabilities and less flexibility. Businesses often adopt a combination of both approaches, leveraging the strengths of codeless testing for user interface and coverage expansion while relying on code-based methods for deeper, more secure testing. Tools like LambdaTest facilitate both testing types, providing integrations with platforms like Selenium for code-based testing and Katalon Studio for codeless automation. Ultimately, organizations are using a mix of these methods to optimize their testing processes, balancing speed, security, and ease of use.