A prompt box makes an AI product look simple. The user writes a sentence,
clicks Generate, and waits for a video.
The real system is less tidy. A request can outlive the browser tab, a provider
can accept a job and fail later, and a retry can accidentally create a second
billable task. Add multiple models, several input modes, and usage-based






