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Apr 8, 2026
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Building a Real-Time Multi-Agent UI with AG-UI and Microsoft Agent Framework Workflows

Evan Mattson

Multi-agent systems demo beautifully. Putting them in front of real users is another story. In early prototypes, a terminal or a basic chat window is enough. But once agents start handing off to each other, pausing for approvals, or asking follow-up questions, those interfaces fall apart. Which agent is active? Why is the system waitin...

AG-UIPythonAgent Framework