The Problem
Auto-generated sets are useful, but curators still need precise control. One manual swap can break harmonic flow or energy shape.
The Magic
Editor gives you direct control while the system guards musical continuity in the background. You edit freely, and the model keeps the set coherent.
The Tech
- Real-time constraints for BPM, key, and energy continuity
- Rule-aware re-ranking when tracks are inserted or removed
- Fast validation to keep editing interactive
