As the dawn of a new digital era rises, the software industry is experiencing monumental transformations, largely driven by progressive AI trends in tech and Machine Learning innovations . These sophisticated technologies are rapidly reshaping the landscape of software development, introducing unprecedented levels of efficiency and inventiveness into the process. AI software applications are not just tools of convenience anymore; they have become integral components of the developmental fabric, mutating the very DNA of software engineering. AI's remarkable ingenuity is now embedded in various stages of the software development lifecycle. From the way code is conceived and constructed, to the nuanced testing and deployment phases, AI has become the great enabler, automating routine workflows and carving out new methodologies for complex problem-solving. As we continue to dive deeper into this brave new world of technological marvels, it's clear that the future of software