Inspiration
Learning music online is overwhelming.
Beginners face too many tutorials with no clear path.
Hobbyists plateau without structured feedback.
Adult learners are excluded because tutors are expensive.
Goal: give you a teacher in your pocket that is encouraging, structured, and practical.
What It Does
Reviews each practice session.
Evaluates pitch accuracy, rhythm, and timing.
Highlights mistakes and summarizes strengths.
Recommends next steps based on skill level.
Generates backing tracks tailored to tempo and style.
You get actionable feedback and musical context in every session.
How We Built It
Designed as three AI agents.
Feedback Agent analyzes audio.
Learning Agent curates drills and lesson plans.
Jam Agent generates adaptive backing tracks.
Powered by Gemini 3 for audio understanding and generative feedback.
Strict JSON schemas keep outputs reliable and structured.
Challenges and Learnings
Latency in real-time feedback.
Schema enforcement for consistent outputs.
Motivation design to keep feedback encouraging.
Learned to merge technical rigor with direct coaching.
Built not only an app but a learning journey that delivers measurable progress within weeks.
Try it out
Log in or sign up for Devpost to join the conversation.