Audio Prep First: Why Music Tool Builders Should Analyze Before Coding

Building music tools without proper audio analysis leads to costly rework. This browser-based approach to analyzing tempo, key, and MIDI structure upfront saves development time and ensures compatibility with real-world audio files that often lack correct metadata. It democratizes audio preparation without requiring expensive DAW software.