Open source, reimagined

Your open source journey, simplified.

Connect your GitHub, discover projects matched to your skill level, find the perfect issues, and dramatically accelerate your workflow.

The Problem

Open source is broken for beginners

Most developers want to contribute, but the experience is overwhelming, unstructured, and directionless.

Where do I start?

Finding beginner-friendly issues in large repos is frustrating and time-consuming.

No feedback loop

Contributions feel invisible. Large codebases are difficult to navigate without clear insight.

No direction

Without guidance, contributors jump between projects with no clear path forward.

How It Works

Four steps to making an impact

01

Connect GitHub

Sign in with your GitHub account. We analyze your repos and activity to understand your skill level.

02

Get Matched

AI surfaces the best issues for your skill level — no more scrolling through thousands of repos.

03

Analyze Issues

Our RAG pipeline analyzes issues, calculates their exact difficulty, and points out the key files you need to look at.

04

Make an Impact

Successfully land PRs in challenging repositories and build an open-source portfolio that speaks for itself.

Ready to accelerate your journey?

Join 12,400+ developers who are seamlessly discovering and landing impactful PRs. Connect your GitHub and start in under a minute.

Connect GitHub & Start