The outcome

Run a predictable media API that cannot expose its key or publish unsafe output automatically.

Step by step

A workflow you can repeat.

  1. 01

    Confirm the current endpoint, plan, parameters, size limits, terms, User Content handling, moderation, retention, and allowed product use.

  2. 02

    Keep the API key server-side, authenticate owners, validate file type and dimensions, remove metadata, and require rights and sensitivity attestations.

  3. 03

    Submit idempotent jobs with bounded prompts, resolution, timeout, retry count, concurrency, and per-user cost limits while preserving the untouched input.

  4. 04

    Quarantine results for malware, format, dimensions, visual safety, identity, text, artifacts, rights, and task-specific human quality review.

  5. 05

    Release only through an approved action, redact logs, rotate keys, reconcile spend, test provider errors and duplicates, and delete temporary assets on schedule.

Working standard

What good use looks like.

  • Keep keys off the client.
  • Limit size, retries, and spend.
  • Quarantine every generated asset.

Official references

Check the current product documentation.