Give Jev a catalog of existing shadcn components to choose from rather than asking it to invent an interface.
Describe the selected layout with A2UI and connect it through CopilotKit, then let an Anthropic model fill its text slots.
The community eBay demo scores listing titles, not product images. The Twitch demo scores incoming chat messages for relevance and toxicity.
Worth knowing
The notes focus on the Jev talk and related community demos, not every talk in the event. Speed and cost statements are presenter reports, not independently reproduced measurements. A displayed 100% probability does not guarantee correctness or calibrated confidence. Component choices alone do not prove an interface is safe, and title scoring does not verify product images or listing authenticity.