Plan with Qwen3.5-9B instead of Qwen3.6-27B-FP8: as good on the demo tasks, about 4x faster per step

Prepare for public launch: README and title, SafeSearch and family-DNS filter, friendly quota message, Triton tuning cache, 4 browsers, shorter suggestions

Icons on the tabs (globe, desktop, picture)

Short descriptions on the tabs (Web agent | any task, real browser, ...)

Run GPU calls from the web agent and screenshot views as Gradio events (fixes ZeroGPU 'runs limit')

Web agent view (Qwen3.6-27B-FP8 planner + DeskForge-Qwen3.5-4B) on top of the live desktop duel