Scored against what you've actually built.

Every new posting compared to your derived profile — skills, stacks, scale and seniority overlap — so a strong match is a real one and everything else stays out of your inbox.

This is the layer we're building right now. Discovery and profiles are live today; scoring rolls out to waitlist batches as it lands.

Get it when it ships See what's live

          
          Skill overlap scoring
          Concept
        
Requirement

            High-throughput APIs in Node.js
            99%
          
Your profile
Architected 10k req/s service

            Node.js
            Redis
          
match4 of 5 core requirements met
gapno Kubernetes signal in profile

No keyword soup, no black box.

Scoring is explainable by design: every match shows which requirements it met, which it missed, and what in your profile earned the score.

Requirements, parsed

Each posting is broken into concrete requirements — stack, scale, domain, years — instead of a wall of text.

Overlap, measured

Those requirements are checked against your derived profile — evidence from real projects, weighted by recency.

Threshold, yours

Set the bar for what reaches you. Passively open? Only near-perfect matches. Actively searching? Open it up.

In development

What this page is, honestly

Matching is being built now. The panel above is a design of the scoring view, not a screenshot of a shipped feature. Discovery and profile connections are live and working today — if you join the waitlist, that's what you'll get first, and matching arrives in your account as it rolls out.

The rest of the product

Live