GradPipe
Find engineers who never apply by analyzing their real GitHub code
Description
Top engineers don’t apply—they’re invisible on job boards, ATS, and recruiter pipelines. GradPipe analyzes GitHub code at the AST (Abstract Syntax Tree) level—not self-reported skills—and ranks over 1,400 developers by real technical expertise. 15 engineers placed in YC-backed and complex tech startups in 4 months. Founders receive pre-vetted candidates before posting a job. No LeetCode, no resumes, no HR bureaucracy. Just signal.
Strengths
- Access to high-level technical profiles often invisible elsewhere
- Objective evaluation based on real code (no resumes or theoretical tests)
- Time-saving for recruiters with pre-screened candidates
Weaknesses
- Limited to developers active on GitHub (not suited for non-technical roles)
- Technical approach may exclude candidates with strong potential but limited open-source contributions
- Potentially high cost for small organizations
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