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Key Feature
Experimentation

Visual Editor: Edit Live Experiments and Attach Images

September 18, 2026

What

The Visual Editor now supports writing changes to a running experiment without stopping it, and attaching images to AI-assisted edits to give the AI visual context when generating element changes.

Why

Users can now update a live experiment's visual changes without stopping and restarting it. Image uploads create much more successful results from the visual editor.

How

Edit live experiments

  • Open the Visual Editor on a running experiment. The side panel opens read-only and shows that the experiment is live.
  • Choose Edit anyway and confirm. Anything you save goes live immediately to visitors in that variation, with no review step.

Learn more

Attach images

  • In the Visual Editor, click the attachment icon next to the chat input. Attach up to 2 images.
  • Type your prompt.
  • The image is sent with every step in the tool loop, so the model maintains visual context across multi-step edits.

Learn more

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