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Anthropic CCAR-P Exam - Topic 2 Question 7 Discussion

Posted by Estrella on Oct 14, 2026 at 11:29 AM

A managed agent deployment for claims triage has grown 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 increased by 2.3 seconds. A junior engineer has proposed adding a tool-router agent in front of the current agent to filter the tool list per request.

Which two findings should you present to justify capability decomposition before adding the router? (Select two.)

Each correct answer presents part of the solution.

Suggested Answer: C, E

Four distinct workflow domains indicate that the agent's responsibilities have expanded beyond a cohesive capability boundary. Decomposing the deployment into domain-focused agents reduces each agent's tool-selection space and produces clearer prompts, permissions, evaluations, and ownership. Option E strengthens this conclusion because placing a model-based router before the existing overloaded agent adds latency, cost, and another failure point without correcting the underlying capability sprawl. Overlapping descriptions should be clarified, while unused tools may simply be removed; neither finding alone proves that separate domain agents are required. Public documentation of a pattern is not evidence that it fits this workload. Anthropic emphasizes simple composable patterns, clearly differentiated tools, and empirical evaluation before adding orchestration complexity. Building Effective Agents


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4 comments · newest first
YO
Youlanda 7 hours ago
I’m hesitant about option E; adding a router could slow things down even more, but I’m not sure if that’s a strong enough reason on its own.
WI
Willow 5 days ago
I feel like we practiced a similar question where we had to justify simplifying a toolset. Option C seems like it could support that idea.
CA
Carylon 11 days ago
I'm not entirely sure, but I think option B could be relevant too since unused tools might indicate redundancy.
LA
Lanie 16 days ago
I remember we discussed how overlapping tool descriptions can confuse the agent, so I think option A makes sense.
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