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Ameen Abozaid
Planned lessonMID-070-L07

Demo: an evaluation run catching a prompt regression

  • Lesson 7 of 7
  • Mid-level
On This Lesson 3 topics

This lesson is planned. The outline below lists the topics it will cover. The full lesson has not been published yet.

In this lesson

watch the pipeline block a worse prompt. Prepares MID-070-LAB1.

Draft outline details

Step by step

  1. Run the 50-question set on the current prompt: baseline recorded.
  2. Open the report: recall, groundedness, and refusal correctness per category.
  3. Planned mistake: shorten the prompt to save tokens (dropping the "answer only from sources" rule).
  4. Run the pipeline: groundedness falls below the threshold; the build fails and lists the failing questions.
  5. Restore the rule, keep the shorter wording elsewhere, and rerun: pass.
  6. Open the dashboard: cost per conversation fell slightly, which would have hidden the regression.

Practice

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