R2-E · 4-up Rack
Multi-surface consistency
A backstage validation view checks whether the same negotiation state renders consistently across phone, car, home, and tablet.
Backstage · Cross-surface state parity
State vectors, confidence traces, and gate decisions are diff-checked to prevent surface drift.
BackstageOne intent, many surfaces, zero semantic drift.