Alibaba Cloud Developer

Apr 10, 2026 · Industry Insights

How to Build Self‑Evolving Multi‑Agent Systems: Lessons from an OpenClaw Deployment

This article details the design, operation, and continuous improvement of a six‑agent autonomous system, covering memory management, protocol design, self‑healing mechanisms, and practical engineering lessons for building reliable, self‑evolving AI workflows.