The rapid advancement of machine learning is fundamentally changing the landscape of application design. Previously , tasks like writing code , testing , and even debugging were largely manual processes. Now, AI-powered tools are appearing that can assist engineers in building cleaner plus robust software . This transition promises to increase effi