Student outcomes
Deployed in production
94%
shipped to main
1.2s
avg query latency
450+
active repos
Cohort logs
The prompt engineering pipelines translated directly to our university capstone project without any extra refactoring.
Alex K., Computer Science Junior
No academic fluff or theoretical filler. We set up the local runtime environment and pushed our first model within two hours.
Sarah M., Systems Engineering Senior
Having reproducible workstation setups made configuring local compute clusters straightforward and completely painless.
Marcus T., Independent Developer
Core takeaway
We don't teach theory in a vacuum; every prompt and script you write runs on real datasets today.
Lead Curriculum Engineer
Start your workstation setup
Get immediate access to sandbox labs, companion study toolkits, and live terminal support.