I build robust test frameworks from scratch using Python, Pytest, and Selenium/Playwright. This helps automatically check that your application is working correctly. For parts of your application that a person needs to check, I do careful manual testing. This helps find user experience problems and rare bugs that automation can miss. I use Postman to test the backend of your application. This checks that data is sent and received correctly, making your application stable and reliable.