Add model-driven local runtime and dynamic demo flow

Merge Kush frontend integration, close API 16/UI 10/UI 11

Add API 19 /web fallback route, merge Kush frontend, close UI 07

Add hybrid Oracle layer and update architecture docs

Recover env judge training stack and sync project tracking

Recover env server client stack and deployment tracking