Find your coding mates

Enter your GitHub username. We'll analyze your code, build your developer profile, and match you with like-minded developers.

github.com/

How it works

1

Crawl

We fetch your public GitHub events, PRs, issues, and commit messages from repos you've touched in the last 90 days.

2

Profile

An LLM synthesizes per-repo summaries into a developer profile with semantic facets — your tech identity distilled from actual code.

3

Embed

Each facet is embedded with text-embedding-3-large and stored in pgvector. Chunks, not full profiles — higher signal matching.

4

Match

Cosine similarity across all user chunks via HNSW index. Chunk-level scores aggregate to user-level matches. Top 20 surfaced per profile.