To optimize a CI/CD pipeline, your manager wants to use the Message Batches API to reduce costs by 50%. The…

Question

To optimize a CI/CD pipeline, your manager wants to use the Message Batches API to reduce costs by 50%. The pipeline includes a real-time, blocking pre-merge code review, and a separate nightly technical debt audit. How should you apply the Batch API?

Accepted Answer

C. Use the Batch API strictly for the nightly technical debt audit, and retain synchronous real-time calls for the blocking pre-merge review.

Answer

A. Use the Batch API for both workflows to maximize cost savings, utilizing status polling for the pre-merge check.

Answer

B. Use synchronous API calls for both workflows, as the Batch API does not support structured JSON schema outputs.

Answer

D. Switch both to the Batch API, but implement a timeout fallback that switches to synchronous calls if the batch exceeds 5 minutes.

Question 139