Agentic pipeline

Editor review

Edit flowing copy on the left, preview on the right. Run the Magic button to promote layout-stage edits into a published V2 article and sync the brief.

Editable content

Select an article from the queue to begin editing.

Layout preview
Preview appears here after you select an article.