Question 22
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 analyzes comments and docstrings. The current prompt instructs Claude to “check that comments are accurate and up to date.” Findings often flag acceptable patterns (TODO markers, simple descriptions) while missing comments describing behavior the code no longer implements. What change addresses the root cause of this inconsistent analysis? What change addresses the root cause?
- AInclude `git blame` data so Claude can identify comments that predate recent code changes.
- BAdd few-shot examples of misleading comments to help the model recognize similar patterns in the codebase.
- CFilter TODO, FIXME, and descriptive comment patterns before analysis to reduce noise.
- DSpecify explicit criteria: flag comments only when the behavior they claim contradicts the code’s actual behavior.