Private beta

The verifiable hiring signal
for AI builders.

Swibe auto-generates a Signal Card from an AI builder's real output across GitHub, Hugging Face, Kaggle, arXiv, and agent directories — with a verifiable tier and a canonical URL that updates itself. One click. 90 seconds. Always fresh.

Private beta. No spam. Unsubscribe anytime.

The Problem

AI hiring is broken on both sides.

Post-seed AI startups mis-hire. AI builders are invisible where it matters. The same gap causes both.

Resumes don't reflect what someone has built.

Post-seed AI startups rely on resumes, LinkedIn, and AI-generated recruiter outreach — signals disconnected from a candidate's actual output.
More than 40% of senior hires at engineers 11–30 are mis-hires.
A single mis-hire can burn $1–2M+ across salary, equity, lost runway, and cultural debt.
Wrong senior hires set engineering direction off-course from day one.

Real builder output sits scattered and stale.

Models ship on Hugging Face, agents on LangChain Hub, papers on arXiv.
Notebooks live on Kaggle, repos on GitHub — each in a separate silo.
No single place aggregates it, ranks it, or keeps it fresh.
Reputation never compounds into career capital.

For Startups

Built for post-seed AI startups hiring senior builders.

For AI startups hiring

Stop interviewing resumes. Start interviewing proof.

Signal Cards let you see what a candidate has actually built — before the first call. Skill-specific leaderboards give you the top 100 RAG engineers, the top 100 agent builders, the top 100 eval specialists, updated continuously.

Tier and peer-rank on the skills your roles need
Pinned artefacts link straight to the repo, model, or paper
Continuously refreshed — no stale resumes, no self-reported claims
Consent-first and compliance-ready

The Product

The Signal Card. The portfolio that updates itself.

Sign in with GitHub

No forms, no resume, no recruiter. One click and Swibe starts aggregating verifiable output across seven sources.

Get a Signal Card in 90 seconds

A tier (S/A/B/C), three pinned artefacts, a peer ranking ("top 8% of public RAG contributors"), and a canonical URL: swibe.ai/you.

It stays fresh forever

Every commit, every model, every paper auto-updates the Card. Drop the URL in your bio, signature, or next conversation. It never goes stale.

See where you actually stand.

Join the private beta. Builders first; your Signal Card is yours to share or hide.

FAQ

Common questions.

How is this different from LinkedIn or a GitHub profile?

LinkedIn is self-reported; GitHub shows only one source. Swibe aggregates verifiable output across seven sources (GitHub, Hugging Face, Kaggle, arXiv, USPTO, agent directories, and deployed endpoints), assigns a tier based on observable build signal, and keeps it fresh — all from one-click OAuth.

What does "tier" actually mean?

A composite score across skill tracks (RAG, agents, evals, safety, multimodal, etc.) mapped to S/A/B/C. Scored from observable output — not recruiter judgement and not self-report. Fully auditable and explainable per-track.

Is the tier public by default?

Yes, but every builder can hide their tier in one click. Our core principle: the builder is the customer, not the product. Trust is the moat.

Contact

For details, reach out at pras@swibe.ai.

The verifiable hiring signalfor AI builders.