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Multi-Agent Frameworks for .NET — A Practical Guide

· 7 min read
LogicGrid Team
Maintainers

If you've spent any time building with LLMs, you've probably hit the wall: a single prompt only gets you so far. Stuff too much into one prompt and the model loses the plot. Try to do too many things at once and you get inconsistent output.

The answer most teams converge on is multi-agent architectures — multiple specialized agents, each with a focused role, coordinated by an orchestrator. This post covers when and why to reach for multi-agent in .NET, what patterns work, and how to build them without losing your mind.