Open Source Training Platform
BecomeaRealOpenSourceContributor.
Practicing on repos trusted by millions
You've grinded LeetCode.
You still don't know how to
contribute to open source.
DSA prepares you for interviews. Nothing prepares you for reading a 200k line codebase, understanding an issue, and writing a fix a real maintainer would actually merge. Until now.
From zero to merged — 7 steps.
Choose Your Repo
Browse 19+ top GitHub repositories including React, TensorFlow, VSCode, and Node.js. All synced with real recently-closed issues.
Choose Your Repo
Browse 19+ top GitHub repositories including React, TensorFlow, VSCode, and Node.js. All synced with real recently-closed issues.
Get Personalized Issues
Issues are matched to your skill level and the languages you use. No random noise — only what's relevant to you.
Understand the Task
Every issue comes with a simplified explanation: the project context, the symptom, the root cause, and the fix direction. No more staring at code with no idea where to start.
Find the Target File
Navigate the real repository file tree to locate the exact file that needs changing. Depth-calibrated clues unlock if you get stuck.
Talk to the AI Maintainer
Describe your approach to an AI that simulates a real open-source maintainer. Get approved before you touch the code — just like the real world.
Write the Fix
Edit the actual file in an embedded Monaco editor — the same editor that powers VSCode. No toy environments, no abstractions.
Get Your Score
Your solution is evaluated across 4 dimensions: solution quality, code quality, understanding, and navigation efficiency. Get feedback like a real code review.
What it actually looks like.
Top GitHub Repositories
Top GitHub Repositories
AI Maintainer
Online · PRactice Bot
Join the waitlist.
We're rolling out access to 50 developers at a time. Drop your details and we'll reach out when your spot is ready.