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Azure AI Foundry Blog
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The Future of AI: Single Agent or Multi-Agent - How Should I Choose?

Marco_Casalaina's avatar
Marco_Casalaina
Icon for Microsoft rankMicrosoft
Oct 01, 2024
In my last post I explored the virtues of a multi-agent system. The "debating agent" pattern (or, as some say, the "maker-checker" pattern) is a fascinating solution to the errors that can arise fr...
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Updated Oct 03, 2025
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MSDNAndi's avatar
MSDNAndi
MVP
Oct 03, 2024

Very good perspective.

Now, eventually we will probably get a well-designed framework that will define agent swarms and their interactions for us based on the tasks/goals and rough guidance given, and that will then test or monitor their interactions to avoid "arguing loops" all automagically adjusting the agent specific prompts in the process.