Exam CCA-F Topic 1 Question 159 Discussion

Actual exam question for Anthropic's CCA-F exam
Question #: 159
Topic #: 1
During long-running customer support sessions, an agent repeatedly summarizes the conversation history. Over time, it forgets the customer's exact account ID and order amount. What architectural pattern best prevents this specific context degradation?

Suggested Answer: D Vote an answer

Progressive summarization silently destroys critical details over time. Extracting transactional facts into a persistent "case facts" block included in each prompt, outside summarized history, mitigates this issue.

by Hunter at Jun 28, 2026, 12:00 PM

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