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Anthropic Claude Certified Architect – Foundations CCAR-F Question # 25 Topic 3 Discussion

Anthropic Claude Certified Architect – Foundations CCAR-F Question # 25 Topic 3 Discussion

CCAR-F Exam Topic 3 Question 25 Discussion:
Question #: 25
Topic #: 3

Your pipeline reviews approximately 200 database-migration scripts daily using the Message Batches API. Each request includes a shared 8,000-token system prompt containing migration-review guidelines and schema documentation, followed by an individual migration script. You added cache_control breakpoints to the shared system prompt in every request, but monitoring shows cache-hit rates of only 32%, with misses concentrated among requests processed later in the batch window. Which change addresses the root cause without adding sequential-processing latency?


A.

Split the 200 requests into ten sequential batches of 20, submitting each batch only after the previous batch completes.


B.

Add cache-prewarming requests with max_tokens: 0 at the beginning of every batch.


C.

Move the cache_control breakpoint from the shared system prompt to each migration script so similar code patterns can be reused.


D.

Configure the cache breakpoints to use the extended one-hour TTL instead of the default five-minute TTL.


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