CodeFuse-muAgent is a comprehensive Multi-Agent framework developed by the Ant CodeFuse Team. It aims to simplify the orchestration of Standard Operating Procedures (SOP) for agents in software development. The framework integrates various toolkits, code libraries, knowledge bases, and sandbox environments, enabling users to quickly build complex Multi-Agent interactive applications for efficient execution of multi-layered and multi-dimensional tasks