Content operationsCreate

Generation pipelines

Run text, image, video, audio, meme, and influencer generation through durable provider-specific lifecycles.

Generation pipelines — contract and behavior

  • The server creates a generation record before invoking a provider and updates progress until a terminal state.
  • Provider adapters normalize lifecycle status while retaining provider IDs and provenance for diagnosis.
  • The UI separates queued, processing, completed, failed, and rejected states rather than treating a missing asset as generic failure.
  • Completed output is persisted before it appears in review or publication queues.

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