Flights suggestion: one-way on a single date (the 9B planner handles it; the round trip date picker tripped it up)

Let huggingface.co and hf.co through the private-address guard

type can submit (Enter) in the same step, so searches do not depend on finding a search icon

Planner prompt: submit searches with Enter, and try another way before giving up

Catch agent loops: compare screens by thumbnail, count repeated actions; fix back on in-page navigation; simpler Docling task

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

Thank @multimodalart : this demo builds on his DeskForge GUI Grounding Space

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

initial commit