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Claude Certified Architect

Topic 12

Question 171

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: Conversational AI Architecture Patterns - In a long account-support chat that is progressively summarized, the assistant later refers to the customer's plan price as "about thirty dollars" instead of the exact $29.99 and forgets the precise renewal date, leading to an incorrect quote. What practice preserves these exact values?

  • AKeep a structured "case facts" block (plan price, renewal date, account ID) included in every prompt, separate from the summarized history.
  • BStop summarizing and resend the entire raw transcript on every turn forever.
  • CInstruct the model to round all prices to whole dollars for consistency.
  • DLower the temperature so numeric values stop drifting.