Question 30
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 team wants to reduce API costs for automated analysis. Currently, synchronous Claude calls support two workflows: (1) a blocking pre-merge check that must complete before developers can merge, and (2) a technical debt report generated overnight for review the next morning. Your manager proposes moving both to the Message Batches API to save 50%. How should you evaluate this proposal? How should you evaluate this proposal?
- AMove both to batch processing with fallback to synchronous calls if batches take too long.
- BMove both workflows to batch processing with status polling to verify completion.
- CUse batch processing only for technical debt reports; keep synchronous calls for pre-merge checks.
- DKeep synchronous calls for both workflows to avoid issues with batch result ordering.