Agentic Architectural Patterns for Building Multi-Agent Systems

5

Multi-Agent Coordination Patterns

In the previous chapter, we established the architectural blueprint for individual agents, exploring their anatomy and core capabilities. We saw that a single, well-designed agent can be a powerful tool for automating tasks. However, the most complex and valuable enterprise challenges often exceed the capabilities of any single agent. Just as a company relies on a team of specialized employees, advanced AI solutions require a team of specialized agents working in concert.

This chapter is dedicated to the coordination patterns that make this collaboration possible. When multiple autonomous agents operate in a shared environment, their actions must be coordinated to avoid conflicts, manage resources, and achieve ...