Controller Scratch Demo

Multistream Runtime checking

User/Event Stream

Control Stream

Scratch Buffer

Commit/Readiness Stream

Latency

Raw event JSON

#	event	User/Event stream	Output/Control stream	Scratch / visible output	Commit / readiness

The trained adapter is the two-stream controller: User/Event rows are probed against the Output stream router head. Vanilla Qwen writes the scratch buffer; the harness commits, holds, aborts, or discards it.