Deployment & Scaling · Advanced
LLMOps: CI/CD, Rollouts & Regression Gates
Ship AI changes safely: eval suites in CI, versioned prompts and datasets, canary rollouts, and rollback plans.
- 55 min lesson
- advanced level
- Engineering Track
- Narrated presentation
What you’ll learn
- Eval suites as CI gates
- Threshold-based rather than exact assertions
- Versioning prompts, indexes, tools, and model ids
- Shadow deployment and canary releases
- Fast rollback via configuration flags
- Pinned model versions and upgrade evals
Inside this lesson
A narrated, slide-by-slide presentation with 1 prediction exercise, 1 knowledge check, 4 videos. You answer as you go, and the platform checks your work.