Alibaba Cloud Native

Oct 20, 2026 · R&D Management

Digital Twin vs Digital Employee: Alibaba Cloud's AI Agent Pipeline for End-to-End R&D Delivery

Alibaba Cloud's communication team shares their evolution from AI coding to a full-chain digital twin pipeline, using standardized 9-stage workflows, independent agent workspaces, risk-based safety gates, and post-delivery audit loops to achieve 66.7% end-to-end delivery rates for simple demands while progressively expanding agent capabilities.