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Does HTTP 202 guarantee successful generation?

No. It indicates acceptance for processing; the operation can still fail later.

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More FAQs in What belongs in an API contract for media-generation jobs?

The initial response cannot represent the eventual result of long-running work.

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Usually no. Translate them into a stable application error model while retaining safe diagnostics internally.

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