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2026-02-28ArchitecturePerformance

Lab Notes: Core Data Architecture & Business Decoupling

Completed major upgrade of data parsing logic and refactored core state management.

Lab Notes: Core Data Architecture & Business Decoupling

🧬 Architectural “Deep Surgery”

As features stacked up, tight coupling between UI and data models became a bottleneck. This month we performed a “Deep Surgery” on the core architecture.

⚙️ Unified Data Engine

We consolidated scattered logic for different sources (Local, SMB, WebDAV).

  • Standardized Pipeline: All streams now pass through a standard processing pipeline validated by AudioMetadataSchema.
  • Efficiency: Developing new protocols is now 40% faster.

✨ Reactive Collection Engine

  • Business Logic Separation: Core logic like “Favorites” and “Recent” is now fully decoupled from the View layer.
  • Sync Ready: The new engine supports time-based Conflict Resolution, a cornerstone for future multi-device sync.

🧪 Lab Notes

  • 100k-Level Stress Test: Query latency stays under 10ms even with 100k track records.
  • State Machine Coverage: Core state machine test coverage reached 92%.