Geert Baeke 7/11/2025

Building multi-agent solutions: what are your options?

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This technical article discusses the considerations for building multi-agent AI systems, questioning if they are truly needed versus a single agent with tools. It outlines three primary implementation approaches: using a framework like the OpenAI Agents SDK for in-process agents, leveraging an Agent PaaS such as Azure AI Foundry, or creating independent agents with communication protocols like Google's A2A.

Building multi-agent solutions: what are your options?

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