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Anthropic Claude Certified Architect – Foundations CCAR-F Question # 30 Topic 4 Discussion

Anthropic Claude Certified Architect – Foundations CCAR-F Question # 30 Topic 4 Discussion

CCAR-F Exam Topic 4 Question 30 Discussion:
Question #: 30
Topic #: 4

Your automated code review is missing genuine bugs in pull requests. Investigation reveals that the review prompt includes this instruction: “Only flag critical issues that would definitely cause production failures. Ignore minor concerns and anything you are uncertain about.” Developers confirm that some missed findings are genuine logic errors that the model investigated but chose not to report. The team requires the review output to remain structured, with every finding tagged with metadata, and actionable. Which prompt change both removes the cause of the suppressed findings and preserves structured, tagged output for downstream filtering?


A.

Enable extended thinking and instruct the model to reason step by step about every code change before producing its review.


B.

Instruct the model to report all findings with confidence and severity tags, deferring filtering to a downstream step.


C.

Remove all severity-related instructions and allow the model to use its default judgment about which findings to report.


D.

Add a second review pass that rereads the diff using the same prompt and looks for anything the first pass may have missed.


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