Systematic Prompt Testing — Prompt Engineering & Evaluation Roadmap
Moving beyond it worked when I tried it once
Steps in Systematic Prompt Testing
- Why Systematic Prompt Testing Matters — beginner · Moving beyond 'it worked when I tried it once'
- Building a Prompt Test Suite — beginner · Structuring a representative set of test cases
- Edge Case Testing for Prompts — beginner · Deliberately probing unusual or adversarial inputs
- Version Comparison Testing — beginner · Comparing two prompt versions head-to-head on the same test set
- Regression Testing for Prompt Changes — beginner · Catching when a 'small tweak' breaks something else
- Continuous Prompt Testing in CI — beginner · Running prompt tests automatically as part of a development pipeline
Part of
- Prompt Engineering & Evaluation roadmap — the full learning path