I built a multi-agent system without governance. Here's the 3-layer stack I wish I'd had.

📰 Dev.to · All For Science

Learn from a developer's experience building a multi-agent system without governance and discover a 3-layer stack to improve your project

intermediate Published 26 Apr 2026

Action Steps

Build a 3-layer stack for your multi-agent system using a governance layer, a coordination layer, and an execution layer
Design a governance layer to define rules and policies for agent interactions
Implement a coordination layer to manage agent communication and task allocation
Configure an execution layer to handle agent actions and feedback loops
Test your multi-agent system with the 3-layer stack to ensure scalability and reliability

Who Needs to Know This

Developers and engineers working on multi-agent systems can benefit from this article to improve their project's governance and architecture. Team leads and architects can also use this to guide their team's design decisions.

Key Insight

💡 A well-designed 3-layer stack can improve the governance, scalability, and reliability of multi-agent systems