Question 108
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 team must classify 50,000 archived documents overnight; results are needed by morning and cost matters. No interactive turn-by-turn tool calling is required per document. Which API choice is most appropriate?
- AThe Message Batches API, for ~50% savings within the up-to-24-hour window.
- BThe synchronous API, to get each result immediately.
- CThe synchronous API with multi-turn tool calling for each document.
- DSplit into 50,000 separate real-time requests to avoid the batch window.