The wrapper → Context → Tool calling → MCP → The harness → State & memory → Coordination
The slides
Open the slides ↗ · Die Folien auf Deutsch ↗
The demos ran Qwen 3.8 27B on my DGX Spark, you can use any model in the slides to try it out yourself.
→ advances, r replays a demo, s shows the source.
Three questions
Three questions I ask on day one of any agent project:
- What does the model need to know?
- What is it allowed to do?
- Who decides what happens next?
Get those right and the architecture mostly falls out of them.
Every slide in here could be its own talk. If there’s one you want the long version of, tell me which.