DocAgent introduces a collaborative multi-agent system that overcomes limitations of traditional LLM approaches to code documentation generation.

• Uses topological code processing for incremental context building
• Deploys specialized agents (Reader, Searcher, Writer, Verifier, Orchestrator) working together
• Produces more complete, helpful, and factually correct documentation
• Significantly improves support for software engineers and maintenance teams

This innovation addresses a critical engineering challenge by reducing documentation burden while improving code maintainability—essential for sustainable software development in the AI era.

DocAgent: A Multi-Agent System for Automated Code Documentation Generation