The realm of artificial intelligence is witnessing a paradigm shift with the emergence of autonomous AI agents. These intelligent entities, capable of performing decisions and interacting autonomously within evolving environments, hold significant potential to revolutionize various industries. From automating mundane tasks to addressing complex iss