GradPipe – Discover engineers through actual GitHub code analysis

Summary: GradPipe identifies top engineers by parsing GitHub repositories at the AST level to evaluate real technical depth, ranking over 1,400 builders. It matches founders with candidates before job postings, bypassing traditional resumes and coding tests.

What it does

GradPipe analyzes engineers' GitHub code complexity, commit history, and system design using an AST-level scoring engine called the Builder Score. It ranks candidates based on actual code rather than self-reported skills or social metrics.

Who it's for

Founders and startups seeking highly skilled engineers who do not apply through conventional job boards or respond to recruiters.

Why it matters

It solves the problem of finding qualified engineers who remain invisible to standard hiring channels by providing direct access to verified technical talent.