AgentLoop is Alibaba Cloud's one-stop self-evolving platform for enterprise-grade agents. It offers full-stack agent observability and auditing, agent evaluation and experimentation, and agent asset management with continuous optimization — helping enterprises build a data flywheel for agent evolution and steadily improve agent quality, efficiency, cost, and security.