Chat and Liquid: build in conversation
Describe, preview, give feedback and keep refining.
Keep expression and preview in one task
UBAI Chat accepts text, images and voice; Liquid provides interactive web app previews and code views. Add requirements around one goal without rewriting a complete technical specification every turn.
Point feedback at the specific work
A preview helps you judge what is right and what needs attention. Identify the version, page and action in your edit request, and preserve the parts you like. Conversation helps refine the work, but every result still needs practical testing.
Separate capabilities from launch promises
This article describes the current creation workflow, not a promise to launch on every platform. Liquid web prototypes can support further development. Native apps, mini program adaptation and real business integrations require separate assessment.