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Claude Certified Architect

Topic 8

Question 101

CCA-F is a newly released exam. These practice questions reflect our best current understanding — the exact wording and question formats may change in the live exam until the certification matures. Use them to learn the concepts, not to memorize.

Scenario: Prompt Engineering and Structured Output - A CI review agent has a high false-positive rate in one category ("possible performance issue"), which is eroding developer trust in its other, accurate categories. What is a reasonable immediate action?

  • ATemporarily disable the high-false-positive category until its criteria are tightened, preserving trust in the accurate categories.
  • BKeep the category but tell developers to ignore its findings.
  • CDisable all categories until the one category is fixed.
  • DIncrease the volume of findings to show the tool is thorough.