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Everything you need to find the right engineer

Search, evaluate, and reach candidates based on what they've actually built. Not what they claim on a resume.

Search in plain English

Describe the specialist you need like you would to a colleague. "Engineers who've built real-time collaboration features" or "Rust developers working on performance-critical infrastructure." No boolean strings, no advanced search syntax.

Contribution summaries, not raw data

Every candidate comes with a plain-English summary of what they've been building, generated from their actual commits and PRs. See what they shipped, not a list of repo names.

Find the specialists nobody else can reach

Our "Underrated" scoring finds engineers with excellent code and low social visibility. The ML infrastructure expert with 50 followers who's never been contacted by a recruiter. High contribution quality, low noise.

Outreach emails from their actual code

Generate personalized emails written from a candidate's real commits and PRs. Reference the specific project they shipped, not a mail-merge template. Free on every plan.

Paste a job description, skip the setup

Already have a JD? Paste the whole thing. The AI identifies skill pillars across frameworks, infrastructure, and domain expertise, then finds engineers who match across multiple dimensions.

Only active contributors

Every candidate has pushed code in the last 30 days. No stale LinkedIn profiles from 2019, no career-changers who stopped coding. You're reaching out to engineers who are actively building right now.

8-signal smart scoring

Candidates scored across repo relevance, activity volume, contribution quality, recency, activity consistency, repo breadth, external contribution, and org diversity. Weights tuned dynamically per query.

Fork filtering and automation detection

Trivial forks and bot-generated activity are automatically filtered out. Only real, original contributions count toward a candidate's score. No inflated metrics.

Claude Code usage detection

Surface engineers using cutting-edge AI tooling. Commit trace analysis identifies developers who integrate AI-assisted development into their workflow.

How it works

1

Describe who you need

Type a natural language query or paste a job description. The AI maps your requirements to specific repos, contribution patterns, and technical signals.

2

Review ranked candidates

Get scored candidates with contribution summaries, active repos, and quality signals. 10 per page, sorted by match strength. Filter by location, refine your search in conversation.

3

Reach out with context

Generate outreach emails written from real code contributions. Enrich profiles with contact info when you're ready. $5 per enrichment, free outreach on every plan.

The specialist you need has already built it. We'll find them.

$49/mo. Not $35,000 per hire. Find hard-to-source technical talent matched on real code.

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