The landscape of application engineering is undergoing a significant transformation thanks to the rapid advancement of machine learning. Previously a heavily labor-intensive process, coding and testing are now being augmented by intelligent tools. These forward-thinking platforms can create code, locate bugs, and even optimize existing architecture