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JohnNaguib's avatar
Jun 22, 2026

Multi-Agent Systems with Semantic Kernel: Beyond Single Copilots

The AI landscape is moving beyond the era of single assistants. Early AI applications focused on creating one powerful copilot that could answer questions, generate content, write code, and automate tasks. But as real-world use cases become more complex, a new architecture is emerging: multi-agent systems.

https://dellenny.com/multi-agent-systems-with-semantic-kernel-beyond-single-copilots/

1 Reply

  • Hi, this is a strong direction. The main thing I'd watch with multi-agent designs is orchestration control: which agent owns the final decision, how tool access is limited, and how failures are surfaced. Semantic Kernel is powerful, but production setups need logging, permissions, and clear human review points.