Câu 23: CCA-F: Claude Certified Architect - Foundations

Users report that final reports sometimes lack depth on specific subtopics. Investigation shows that the document analysis agent frequently identifies gaps – for instance, noting “the retrieved sources discuss API authentication but lack details on token refresh patterns” – but under the current strict pipeline, this insight isn’t actionable since search has already completed. What’s the most effective architectural change?

1. A. Add a research planning agent before the search phase that decomposes topics into specific sub-questions.
2. B. Have the analysis agent report specific gaps to the coordinator, which triggers targeted searches and re-invokes analysis until sufficient.
3. C. Have the coordinator review analysis output for gap indicators and re-invoke search with gap-informed queries when gaps are detected. — đáp án hiện tại
4. D. Have the synthesis agent attach confidence scores to each section and flag areas with insufficient coverage for manual review.