The domain of software engineering is undergoing a dramatic shift, propelled by the rise of AI . Historically , tasks such as program generation, verification, and debugging were primarily labor-intensive processes. Now, intelligent tools are able to assist developers , boosting output and speeding up the development lifecycle. This innovative para