CCAR-P: Claude Certified Architect — Professional

Question

A managed agent deployment for claims triage has expanded from 6 tools to 34 tools over 18 months as product teams added capabilities. Triage accuracy has declined from 91 percent to 78 percent, and average tool-selection latency has risen by 2.3 seconds. A junior engineer has proposed placing a tool-router agent in front of the existing agent to filter the tool list for each request.

Which two findings should you present to support capability decomposition before adding the router? Each correct answer represents part of the solution. (Select two.)

Choose two

Explanation

Four distinct claim-workflow domains provide clear capability boundaries for splitting the broad triage responsibility into focused agents with smaller, domain-specific tool sets. Adding a router introduces another model invocation for every request, which compounds latency rather than addressing the underlying overload created by a single agent selecting among dozens of tools. Microsoft’s agent guidance notes that tool selection degrades as agents accumulate many tools and that each delegated agent invocation adds latency.

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CCAR-P: Claude Certified Architect — Professional

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