Production AI quality and releases: request walkthrough and lab
Part of the Staff AI System Design course. Everything runs in your browser and makes no network requests. Every figure is illustrative.
Request walkthrough
- Responsible component
- Input
- Output and state
- Possible failure
Lab: Separate the Release Gates
Which release gate blocks the candidate?
Eight authored cases and synthetic output/latency/cost labels. No model call or production approval. Changing worksheet thresholds does not change approved teaching-gate-v1; known safety cannot be disabled.