Use Qwen2.5-7B as the controller for the harness (semantic fact-routing, fenced; matcher fallback)

Wire HF hosted LLM into ask (fenced to taught facts, matcher fallback)

Flashcard (Q->A) teach/ask redesign — foolproof one-click UX

Add ModelBrew Live-CL interactive demo