GLASSBOX is useful because it frames automation UX as observability and accountability, not magic. The interface exposes intent before work starts, keeps execution visible, and stops at the moment of consequence.
The strong move is the checkpoint model: human approval is not an interruption or failure state. It is the designed point where scope, risk, confidence, reversibility, and evidence become visible before action.
What stands out
- Plan preview before execution.
- Live execution with interrupt controls.
- Checkpoint gates for consequential changes.
- Audit and undo as first-class trust mechanics.