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Prompt Evals: Test, Measure, Improve
Stop eyeballing outputs. Build eval sets, score with exact checks and LLM judges, catch regressions before users do, and turn prompt changes from vibes into engineering.
3 sections·7 lessons
What you'll learn
1. Why Vibes Fail
- The case for measuring prompts
- Check: eval basics
2. Scoring: Exact Checks to LLM Judges
- The scoring ladder
- Check: scoring
3. The Improvement Loop & Regression Defense
- Running evals like CI
- Video: How Anthropic engineers actually use Claude
- Final check: the loop
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