A second common type of test data is the export-to-zip/import-from-zip combination. Teams that do this create a common sample test data set, with known expected results to search, and known users. The deploy pipeline creates a sample environment with a clean database, then imports the zip file. Some of my customers who have a multitenant system, where many users share the same database, think this option isn't a realistic simulation. In that case I suggest finding a way to export, delete, and re-import by account.
API driven testing. A testing framework that uses a programming interface to the application to validate the behaviour under test. Typically API driven testing bypasses application user interface altogether. It can also be testing public (usually) interfaces to classes, modules or libraries are tested with a variety of input arguments to validate that the results that are returned are correct.

TestComplete by SmartBear is a powerful commercial testing tool for web, mobile, and desktop testing. TestComplete supports various scripting languages such as JavaScript, VBScript, Python, and C++Script. Like Katalon Studio, testers can perform keyword-driven and data-driven testing with TestComplete. The tool also offers an easy-to-use record and playback feature.

Automation frameworks provide guidelines to achieve beneficial results from test automation tools and automated testing activity. They establish a universal standard for testers to achieve the specific goals of the automated tests. The framework should be easy to maintain and easy to change. Consider dedicating the role of framework design and development to a dedicated, qualified tester. A poorly designed — or hard to maintain — framework causes problems even if you are using the right automation software tools. Poor planning and the failure to create or select the appropriate framework to guide test automation activity limits the benefits of automating tests.
Productivity is a rare property and skill that should never be underestimated. Often, it’s the secret ingredient that can take a small business from doing just okay to exceeding all expectations. When you know how to get things done successfully in a shorter period of time—you simply achieve more. These productivity apps are integral to small business success.
TestPlant eggPlant is a niche tool that is designed to model the user’s POV and activity rather than simply scripting their actions. Testers can interact with the testing product as the end users would, making it easier for testers who may not have a development or programming background. TestPlant eggPlant can be used to create test cases and scenarios without any programming and can be integrated into lab management and CI solutions.
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