FEFreeExamDumps.in

Claude Certified Architect

Topic 4

Question 54

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: Customer Support Agent - Production logs show a pattern: customers reference specific amounts (e.g., “the 15% discount I mentioned”), but the agent responds with incorrect values. Investigation shows these details were mentioned 20+ turns ago and condensed into vague summaries like “promotional pricing was discussed.” What fix is most effective? What fix is most effective?

  • AIncrease the summarization threshold from 70% to 85% so conversations have more room before summarization triggers.
  • BStore full conversation history in external storage and implement retrieval when the agent detects references like “as I mentioned.”
  • CExtract transactional facts (amounts, dates, order numbers) into a persistent “case facts” block included in every prompt outside the summarized history.
  • DRevise the summarization prompt to explicitly preserve all numbers, percentages, dates, and customer-stated expectations verbatim.