Developing reliable automated systems is of paramount importance. With the increasing integration of automation into our lives, ensuring these systems operate consistently and minimize potential harm is essential. This involves a multifaceted approach that encompasses rigorous evaluation throughout the development lifecycle, thorough safety protoco