Build a multi-agent system in 90 seconds

This content demonstrates how to build a multi-agent system in 90 seconds, featuring one thinking agent and ten debating agents working together. The approach showcases a competitive debate mechanism where multiple agents collaborate to solve problems more effectively than single-agent systems. The tutorial emphasizes practical implementation over theoretical concepts, making multi-agent architectures accessible and quick to set up.

Key Points

• •Multi-agent systems outperform single-agent solutions by leveraging diverse perspectives and debate mechanisms
• •One primary agent can coordinate thinking while multiple secondary agents contribute competing viewpoints
• •Debate-based architecture forces agents to justify reasoning and improve solution quality
• •Multi-agent systems can be implemented quickly (90 seconds) with proper framework setup
• •Agent diversity in reasoning approaches leads to better problem-solving outcomes
• •Competitive debate between agents naturally filters weak arguments and strengthens conclusions
• •Scaling from 1 to 10+ agents is straightforward once the core debate loop is established
• •This approach reduces hallucination and improves reliability compared to single-agent systems

Workflow Diagram

Concepts