CCA-F: Claude Certified Architect — Foundations

By Anthropic · Question Mode

QuestionQ23

Agentic Architecture & Orchestration

Users report that final reports occasionally lack depth on particular subtopics. Investigation reveals that the document-analysis agent often identifies gaps—for example, noting, “the retrieved sources discuss API authentication but lack details on token refresh patterns”—but in the current strict pipeline, this insight cannot be acted on because search has already finished. What is the most effective architectural change?

Explanation

An iterative feedback loop lets the analysis agent send its explicitly identified coverage gaps to the coordinator, which can launch targeted follow-up searches and run analysis again until the required depth is achieved. This converts post-retrieval gap detection into focused additional evidence gathering.

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