Question 24
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: Claude Code for Continuous Integration - Your automated review generates test-case suggestions for each PR. Reviewing a PR that adds course completion tracking, Claude suggests 10 test cases, but developer feedback shows that 6 duplicate scenarios already covered by the existing test suite. What change most effectively reduces duplicate suggestions? What change is most effective?
- AInclude the existing test file in context so Claude can determine what scenarios are already covered.
- BReduce the requested number of suggestions from 10 to 5, assuming Claude prioritizes the most valuable cases first.
- CAdd instructions directing Claude to focus exclusively on edge cases and error conditions rather than success paths.
- DImplement post-processing that filters suggestions whose descriptions match existing test names via keyword overlap.