CCAR-P practice › Solution Design & Architecture · Question 16 of 110

Solution Design & Architecture

A multi-agent analysis system produced a wrong final answer. Each agent writes its own logs with its own request IDs, and the team cannot determine which handoff introduced the error. What is the best first investment?

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Answer: A — Propagate one trace ID through every delegation and tool call, logging each handoff's inputs and outputs

Root-causing errors across agents requires connecting the hops; (a) makes each handoff traceable. (b) may catch some errors but does not explain where they arise. (c) adds volume without correlation. (d) guesses at a fix without diagnosis.