The realm of artificial intelligence experiences a paradigm shift with the emergence of autonomous AI agents. These intelligent entities, capable of making decisions and acting autonomously within dynamic environments, hold significant potential to revolutionize various sectors. From optimizing mundane tasks to addressing complex issues, autonomous