Hardware-aware routing
Memory checks and render tiers protect the app before expensive model work begins.
PRODUCT ENGINEERING CASE STUDY
A native Apple Silicon music studio for generating instrumental and vocal tracks locally without a credit meter.
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THE PRODUCT PROBLEM
Local music generation is a sustained, memory-heavy workload. The product needed to guide different Macs toward safe render settings while keeping the creative flow understandable.
KEY ENGINEERING DECISIONS
Memory checks and render tiers protect the app before expensive model work begins.
Prompts, duration, vocals, and export options are framed around making a track rather than configuring inference.
Generation, preview, projects, and WAV or M4A export live in one native workspace.
DELIVERED
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