Archive for October, 2026

Implement a hub-and-spoke orchestration

In my last post Advanced multi-agent orchestration architectures I wrote about Hub-and-Spoke, Hierarchical, and Supervisor patterns.  In this article, as the title makes clear I will get a bit deeper into hub-and-spoke.  But before that, as I was writing the hub and spoke code I learned a few hard lessons.  I share them in case […]

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Advanced multi-agent orchestration architectures

In a previous article, The difference between Agentic AI and Multi-Agent Architectures, I touched on multi-agent systems and briefly on pattern selection.  This article will discuss those 3 patterns in more detail. In this article, Orchestrate a multi-agent solution using the Microsoft Agent Framework flat / foundational orchestration patterns were discussed.  They are Concurrent, Sequential, […]

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The difference between Agentic AI and Multi-Agent Architectures

Every multi-agent system is agentic, every agentic system is not multi-agent.  You can see textually some differences between them in Table 1 and Figure 1. An Agentic system is one which would respond to and infer the following prompt: The autonomous Agentic AI chooses the action instead of executing a pipeline or multiple agents.  The […]

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