This course teaches rubrics, spot-checks, and test prompts so you can catch weak answers before they go live.
Includes practical lessons, exercises, and a clear next step after you enroll.
About this course
Curriculum
Lessons are listed in order. Each one has a goal, a walkthrough, practice, and a short check before you continue.
- 01Quality is a specTask success, not eloquence.
- 02Human labels that a team can agree onRubrics with examples, not 1–5 vibes.
- 03Offline eval setsGold inputs you rerun on every prompt change.
- 04Automatic checks you can trust a littleSchema, length, banned phrases, retrieval overlap.
- 05Online eval: sampling productionA weekly sample with the same rubric.
- 06Shipping with eval gatesA score below which you do not release a prompt.
- 07Workshop: a complete pass on a real taskCombine the earlier lessons into one working example you can keep.
- 08Quality bar, common mistakes, and a 30-day planLock in a checklist so the skill survives after the course ends.