Agent AI is rapidly revolutionizing the technological landscape. These self-contained, self-governing systems possess the capability to evolve and interact with their environment in a manner reminiscent of human agents. Driven by sophisticated algorithms and vast datasets, agent AI is exposing new frontiers in sectors such as machine learning. From