Autonomous AI agents constitute a transformative technology in artificial intelligence. These self-governing entities have the capability to alter diverse fields, from healthcare to logistics. As AI agents become progressively advanced, they promise unprecedented efficiency and novel solutions to challenging problems. Their ability to adapt from