Usage limits and safety

AI Gen Studio validates create requests before accepting a job.

Create limits

20 results maximum per job
webhook_url must use HTTPS
Idempotency-Key is required
source image URLs must be public and reachable

When a job uses image_url, AI Gen Studio accepts only public HTTP and HTTPS image URLs. Blocked sources include:

localhost
private IP ranges
cloud metadata endpoints
file://, ftp://, data:, and other non-HTTP protocols
redirects into private networks

Webhook URLs must use HTTPS and cannot point to private/internal addresses.

Sandbox keys validate payloads, authentication, idempotency, and response handling without calling paid providers or consuming credits.