Navigating the realm of artificial intelligence offers a plethora of challenges and opportunities. Amongst these, architecting autonomous agents stands out as a particularly complex endeavor. These self-governing entities, capable of making independent decisions within defined environments, hold immense potential for revolutionizing fields. However