The pursuit of autonomous agents presents a frontier rife with both potential. As we venture deeper into the realm within agentic AI, we navigate issues that demand innovative solutions. From conceptualizing autonomy itself to mitigating ethical dilemmas, the journey towards truly autonomous agents is a nuanced one. Understanding the nuances of