OpenSourceGuide – Open Source Onboarding Assistant for the AI Era

Help developers returning to or starting open source quickly find suitable projects and starter tasks

Problem

Experienced developers want to re-engage with open source but are unsure where contributors fit in now that AI coding tools are widespread. Meanwhile, newcomers often don't know which projects or issues to start with, lacking structured guidance.

Solution

A local-first web tool that matches users to open source projects and 'good first issue' tasks based on their tech stack, interests, and time commitment from platforms like GitHub. Provides structured contribution roadmaps, FAQs, and community etiquette guides, and supports tracking personal contribution footprints.

Users

Experienced developers returning to open source, students or junior programmers new to open source, and those seeking entry points to level up via open source.

MVP

Fetch projects with good first issue labels via GitHub API; simple matching based on user-submitted tech stack and interests; show project activity, maintainer responsiveness, and other key info; provide a structured contribution guide (how to ask questions, submit PRs, join discussions).

Revenue

Free basic matching; paid unlock for advanced filters (by company, license, remote-friendliness), contribution tracking dashboard, and personalized recommendations.

Why now

AI coding tools lower the barrier to writing code but make 'how to participate in real projects' fuzzier — a lightweight guidance tool can help developers find direction.