AI learning loop for builders

Learn code until you can explain every decision.

UnVibe turns passive tutorials into an active sequence: read production code, rebuild it, then defend your reasoning in live sessions.

Sample module

Auth guard rebuild

IRS 82

Decode

annotate code intent

Rebuild

write from memory

Defend

answer under pressure

const session = defend(rebuild);

score.update(session.reasoning);

// next question streams into War Room

Blindspots

See weak concepts before they become habits.

War Rooms

Practice with peers in live competitive rooms.

Code memory

Submit rebuilds and compare against source.