AI generates personalized lessons from your GitHub commits and PR reviews. Not another tutorial platform.
Find Your PathChoose the experience that matches where you are in your journey.
New to development or learning a new stack. You want step-by-step guidance and lessons from your actual code—not generic tutorials.
You use Cursor, Copilot, or Claude daily. You review more than you write. You need to stay sharp despite AI assistance.
Not sure? Both paths use the same powerful platform. Choose based on what resonates—you can always switch your learning profile later.
Whether you're learning or maintaining skills, these principles apply.
Lessons generated from YOUR actual commits. Not generic examples—your architecture, your patterns.
No self-assessment. Skills tracked from real activity—commits, reviews, comments. Honest measurement.
Starter, IC, or Lead—choose how you learn. System adapts evidence weighting and lesson depth.
One plan. All features. 7-day free trial.
Everything for beginners and pros.
No credit card required. Cancel anytime.
Connect GitHub. Choose your path. Get personalized lessons from your actual code.
Free trial. No credit card. Both paths lead to mastery.