The Invisible Orchestrator: Cheap Routing + Expensive Reasoning in Multi-Agent Apps

📰 Dev.to AI

Learn how to optimize multi-agent apps by separating cheap routing from expensive reasoning, improving overall efficiency and scalability

intermediate Published 17 Apr 2026
Action Steps
  1. Identify the routing and reasoning components in your multi-agent app
  2. Separate the cheap routing from the expensive reasoning using a modular architecture
  3. Implement a routing mechanism that can efficiently direct tasks to the appropriate agents
  4. Optimize the reasoning component to reduce computational costs and improve response times
  5. Monitor and analyze the performance of your app to identify areas for further optimization
Who Needs to Know This

Developers and architects working on multi-agent applications can benefit from this approach to improve the performance and scalability of their systems

Key Insight

💡 Separating cheap routing from expensive reasoning can significantly improve the efficiency and scalability of multi-agent applications

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Optimize multi-agent apps by separating cheap routing from expensive reasoning! #ai #agents #architecture
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