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The Expensive Part of AI Music Is Usually the Retry Loop

AI music demos make the happy path look wonderfully small: send a prompt, wait a moment, receive a song. A production system discovers the rest of the story almost immediately. Users regenerate tracks they dislike. Workers time out while a render is still alive. Two browser tabs submit the same req…

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  1. 2026-11-03 01:38 · DEV Community — AI
    The Expensive Part of AI Music Is Usually the Retry Loop

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