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Design a music generation service (Suno-like).

A GPU-heavy generative-audio system with text/genre/lyric conditioning, minutes-long coherence, and copyright constraints. The signal is the generation pipeline plus the async, cost, and safety layer that makes it shippable.

Updated Aug 2026 · Grounded in real Applied AI Engineer interview loops and written to a senior-engineer editorial bar.

A GPU-heavy generative-audio system with text/genre/lyric conditioning, minutes-long coherence, and copyright constraints. The signal is the generation pipeline plus the async, cost, and safety layer that makes it shippable.

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Next in this trackDesign a video generation service (Sora-like).Next in this trackDesign an AI system for automated code migration (e.g. Python 2→3, framework upgrade, language port).Next in this trackDesign an AI notification system that prioritizes what matters instead of broadcasting everything.
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