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.