Regression testing forms the backbone of quality assurance in software development, encompassing a diverse range of tests accumulated over the lifecycle of a product. As software evolves, so does the challenge of maintaining an effective and efficient regression test suite. The advent of agile methodologies and continuous delivery models further compounds the complexity, necessitating a sophisticated approach to managing and executing these tests.