We teach engineers to ship AI for real.
ToProdAI is for Applied AI Engineers who build the systems and Forward Deployed Engineers who get them working at a customer. Not videos: interactive lessons and labs you actually run. Remote-first · United States.
What we hold the line on
Every change is measured against these four. If it doesn't improve one without hurting another, it doesn't ship.
Correct and current
Accurate, sourced, and true to how production AI is built today. Every lesson ends with numbered sources.
Real, not mocked
Labs run for real in your browser, in Python, TypeScript and Java, with no API keys. If we show it running, it ran.
Shown, not told
You move sliders, read live traces and watch retrieval happen, instead of reading paragraphs about it.
Built to stick
Streaks, spaced review and credentials are there so you come back, and so your progress means something.