Guides, model notes and product updates

Nano Banana Pro bills a listed per-image price on TokenLab, so a batch estimate is simple multiplication, but a few extra price entries and the final charge need checking.

A technical guide to cancelling queued Seedance video generation jobs on TokenLab using DELETE /v1/tasks/{id}, covering error code handling, status transitions, and billing settlement semantics.

Reusable video references work better as assets with lifecycle status. This rewrite shows how the Seedance material library handles groups, liveness checks, automatic preparation, and 409 retries.

Debug failed AI API calls in the TokenLab Request Console. Inspect request IDs, status, cache state, model context, key source, and redacted payload previews from one dashboard.

Check your TokenLab workspace balance, total top-ups, and total spend programmatically using the Management API GET /v1/management/balance endpoint and management tokens.

TokenLab now supports Kling 3.0 element references in the video generation API, letting developers anchor multiple products, props, or characters with @name tags. We cover the request pattern, the no-audio constraint, and the implementation checklist.