Case Study: Media tooling
What challenges did the Web Music Library Manager address?
TL;DR: Audio collections spanning thousands of folders suffer from broken tags, inconsistent metadata, and sluggish desktop file-readers.
How did we design and implement the engineering approach?
- Developed a responsive Nuxt 3 SPA that loads 1,000+ tracks into a local state array in under 45ms.
- Designed a PostgreSQL schema on Supabase with optimized indexes for instantaneous title and artist matching.
- Created inline batch editing tools so users can clean tags without leaving the main grid.
What was the final outcome and performance result?
TL;DR: A fast, keyboard-driven manager that successfully cataloged over 14,000 tracks and cut tagging workflows by 70%.

