The realm of artificial intelligence observes a paradigm shift with the emergence of autonomous AI agents. These intelligent entities, capable of performing decisions and acting autonomously within evolving environments, hold tremendous potential to revolutionize various domains. From optimizing mundane tasks to solving complex issues, autonomous A