Developing secure automated systems is of paramount importance. With the increasing integration of robotics into our infrastructure, ensuring these systems perform consistently and minimize potential harm is essential. This involves a multifaceted approach that encompasses rigorous testing throughout the development lifecycle, comprehensive safety