Hi, I’m Lukas 👋

When to use Microsoft Agent Framework workflows for explicit, observable, resumable, long-running orchestration, and why normal C# code is often the better choice.

How to delegate work between Microsoft Agent Framework agents by exposing focused agents as function tools, and when this is better than manual routing or a workflow engine.

Why CancellationToken matters more in .NET AI systems, and how to pass it through LLM calls, streaming responses, embeddings, retrieval, and tool execution.

Why AI systems should be designed not only around model context windows, but also around the human capacity for judgment.

How to route requests between specialized Microsoft Agent Framework agents with a cheap intent agent, structured output, and a normal C# switch statement.