AI-powered sourcing and vetting that finds exceptional engineers from GitHub, LinkedIn, arXiv, and beyond — before they even start looking.
Trusted by fast-moving teams
Analyze commit patterns, code quality, and OSS contributions to find builders who ship.
Deep profile analysis beyond keywords — trajectory, tenure patterns, and growth signals.
Surface ML researchers and PhDs publishing cutting-edge work in your domain.
Identify engineers who teach others — a signal of deep technical understanding.
Describe the role, tech stack, and culture fit. Our AI learns what "great" looks like for your team.
We analyze code quality, contribution patterns, research output, and career trajectories in real-time.
Get a curated shortlist with deep technical insights, culture signals, and outreach templates.
Our AI analyzes actual code contributions, not just keywords. We measure complexity handled, code quality, architectural decisions, and real-world impact across millions of repositories.
Identify engineers who ship — side projects, OSS contributions, and startup experience that signals founding engineer DNA.
Communication patterns, collaboration style, and team dynamics inferred from public contributions.
Know who's quietly looking before they update their LinkedIn. Our models predict openness to new opportunities based on tenure patterns, company signals, and market dynamics.
Let us find them before your competitors do.
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