Vibe Engineering
Project Summary

Video Feedback
For Music.

I built this to alleviate friction in student-teacher feedback loops. It provides tools that aid musical development through structured, visual coaching, serving as a definitive source of truth for repertoire, technique, and exercises.

Product Designer & Vibe Engineer
2026 Release
The Friction
The Problem
  • Corrections get lost in ephemeral chat histories, forcing me to repeat explanations.
  • Students' practice feels fragmented across various sheet music apps or personal recordings.
  • Precise, moment-specific feedback is nearly impossible with simple text.
The Shift
The Solution
  • Upload: Students upload their practice videos directly to the platform.
  • Annotate: I provide timestamped feedback and draw directly on their fingering/posture.
  • Grow: Our teaching library grows over time.
Live Impact
~25 Active
Students
Top Behaviors
  • Rewatching the library
  • Checking dashboards
  • Reviewing old feedback
Performance Stack
<1s
Page Loads
1080p
Audio Optimal
React/Vite Supabase Bunny CDN

Three-section System

Practice Room, Repository of Knowledge, Social Sphere.

Video Annotation

Timestamped text comments and Draw-over-video capabilities.

The Approach
  • I am the user (solving a personal problem)
  • Solo full-stack execution as a Vibe Engineer
  • Rapid iteration with actual students