Everyone has a project
Your GitHub looks identical to someone who spent a weekend prompting ChatGPT. Recruiters cannot tell the difference.
One live conversation
Your reviewer reads your code before the call. Then 45 minutes of questions, only about your project. No question bank.
Now there's proof
Pass, and your credential is issued within 24 hours. Don't pass, and you get specific written feedback on what to fix.
Technical depth
Do you know why it works — not just that it does?
Communication
Can you explain your decisions under live questioning?
Problem solving
When something broke — what did you do?
Reproducibility
Could another engineer pick this up tomorrow?
Not everyone passes.
A credential everyone gets is not a credential. Around 40–60% pass, by design, and the standard does not move.
Join the waitlist- 1
Submit your project
YouYour GitHub, a 5-minute Loom walkthrough, three build decisions, and one honest account of what broke.
- 2
We check your submission
OrcredWe confirm it is complete and genuine before assigning a reviewer.
- 3
You're matched to a reviewer
OrcredA senior engineer in your domain — minimum 5 years hands-on production AI/ML, personally vetted by our team.
- 4
Your 45-minute session
BothOn camera. Real questions, only about your project. Your reviewer already knows your code.
- 5
Score and credential
ReviewerWithin 24 hours — your score, written feedback on every dimension, and your credential if you passed.