The burgeoning rise of AI are profoundly impacting how software engineers function. Intelligent code completion platforms are increasingly assisting engineers to write more efficient applications faster . Furthermore , machine learning are now leveraged for software testing, bug detection , and code review , resulting in significant advancements in