Batch Confirmation: Review Multiple Generations at Once

Batch Confirmation streamlines the review process when multiple nodes are generating content at the same time. Instead of reviewing each output individually, you can see everything in a grouped view and take bulk actions.

When Batching Happens

Batch generation triggers automatically in these scenarios:

• Pipeline execution — multiple steps complete around the same time
• Batch node actions — you select multiple nodes and trigger "Generate All"
• Parallel branches — a node with multiple outputs produces several results simultaneously
• Template expansion — a single node configured to produce multiple variations

The Batch Review Panel

When multiple generations finish, a batch review panel appears. It displays each result as a card with:

• A thumbnail preview of the generated content
• The node name and type (image, video, text)
• Generation metadata — model used, parameters, duration
• Status indicator — showing whether the generation succeeded or failed

Bulk Actions

At the top of the panel you have three controls:

Action	Effect
Approve All	Commits every result to the canvas at once
Reject All	Discards every result without committing
Deselect All	Clears individual selections so you can start over

Individual Review

You can also review each result separately:

• Click a card to see a larger preview
• Approve individual cards with a checkmark button
• Reject individual cards with an X button
• Compare two results side by side by selecting two cards
• Regenerate a single result without affecting the others

Smart Grouping

Related results are grouped automatically. For example, if you triggered three pipeline steps and each generated two variations, you see three groups of two cards each. Groups are labeled by the source step or node name.

Keyboard Shortcuts

• A — approve the selected card
• R — reject the selected card
• Tab — move to the next card
• Cmd + A (Ctrl + A) — select all visible cards
• Escape — close the batch panel