MVP

This is an early MVP. Ranks, names, requirements and every other concept here are subject to change in the coming sprints. What this means

For the talent the industry overlooks

Become the outlier.

Self-taught, graduated without a job, or studying and nothing is clicking: learn the production engineering companies actually hire for, from an engineer who builds it every day. Earn ranks that map to real job titles.

$0 a month. No card. No catch.

Self-taught coders
Graduates who can't land a first job
Students for whom nothing has clicked yet
Talent in developing countries
Refugees rebuilding a career
Anyone who can't afford the usual price
Why the black swan
01
black swan
/ˌblak ˈswɒn/
noun
  1. A swan with black feathers and a red bill, native to Australia. Cygnus atratus.
  2. Someone or something nobody predicted, considered impossible until it appeared, and impossible to ignore once it did.

Origin · For centuries, Europeans used "a black swan" to mean something that could not exist, because every swan they had ever seen was white. In 1697, Dutch explorers reached Western Australia and found black swans. The impossible had been there all along. Nobody had looked.

Nobody predicts us. That's the point.

The industry still bets on the same few universities, the same few cities, the same few backgrounds. Everyone else gets overlooked. But talent shows up everywhere, and every one of these people is a black swan: unexpected, underestimated, and real.

Our swan is drawn as a git graph. Its neck is a branch, its head is a commit, and it rides on its own byte. Every bit you earn lights up beneath it, until the swan nobody expected is the one everyone is hiring.

0000 0001 → 1111 1111
Ranks
02

Your career, one bit at a time.

Every rank is a real number in binary, and every rank is a real job title. Each lit commit under the swan is a bit you earned with real, reviewed work.

0000 0001
Rank 1 · Trainee

See all 16 ranks →

Why us
03
01 / PRODUCTION

Production, not theory

Build, containerize, deploy, and monitor real services. The skills that get you through the interview and through your first on-call.

02 / PROOF

Ranks recruiters understand

Every rank is a job title, and every badge links to the work behind it. Proof, not just a certificate.

03 / ACCESS

Free, wherever you live

Talent is everywhere. Opportunity should be too, wherever you were born and whatever you can pay. Full access for $0 a month.

From the founder
04
Nobody predicted I would end up building systems in production. Nobody predicts our members either. That's the point.
Vreij Lal, founder · six years in production
Pricing
05

Light your first bit today.

No tiers, no trial, no card. Everything is open to everyone, because the people who need it most are the ones who can't pay for it.

$0/ month
  • Full curriculum
  • Real practice environments
  • Peer and mentor review
  • Verifiable public ranks
Start free →

Free for everyone. No credit card required. MVP pricing, subject to change.