Teaching, reasoned.
You know your students. You know your subject.
This engine handles the complexity of putting the two together — so you can focus on what actually happens in the room.
What makes this different
It maps what students know.
Not a quiz — a conversation that builds a dependency graph of actual understanding. What they know, what they almost know, and what's blocking them.
Every lesson comes with reasoning traces.
Why this order. Why this pairing. Why 15 minutes here and 5 there. And it will push back if your plan has gaps.
It learns from every session.
Debrief after teaching and the engine gets smarter. Timing patterns, what worked, what didn't. Your accumulated teaching wisdom, formalized.