Modern QA2026Key Takeaways
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1.11Key Takeaways

  • Treat your prompt as a test specification document, not a casual request
  • The five elements (Context, Artifact, Constraints, Coverage Goals, Output Format) form a complete test generation specification
  • Missing any single element degrades output quality significantly
  • Paste artifacts directly rather than describing them
  • Include 2-3 existing tests as a style reference
  • Explicitly request negative cases, boundary values, and auth scenarios
  • Iterate on your prompts and save refined versions as templates
  • Generate in batches of 10-20 tests, not 100 at once