Learn on your own
Play the interactive games solo, retake to beat your best, and climb the leaderboard.
Use in a classroom
Load every module and Source into a live classroom — the primary path for tutors.
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L11 · Production Deployment, Hardening & Evaluation
3-hour production gate: deploy, harden, and evaluate a live AI system against agreed performance, safety, and reliability criteria — with breaks.
- Deploy an MVP to an agreed host with secrets out of the repo
- Apply security hardening: allowlists, least privilege, and Week 8 controls
