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Anthropic CCAR-P

Claude Certified Architect - Professional

Verified practice questions with detailed answers, clear explanations, and community discussion.

  • 125

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  • 4 days ago

    last updated

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Question 1 of 125

HOTSPOT -
You are a solution architect evaluating candidate use cases for a Claude-based program.
For each scenario, select yes if Claude is appropriate as the primary solution at the architectural level Otherwise, select no.
Exam ccar-p: Image 1
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Suggested answer

Yes; No; Yes; No; Yes. Claude is appropriate for drafting investigative reports, reviewing long contracts, extracting clauses, flagging deviations, and classifying support tickets with explanations. It is not appropriate as the primary solution for sub-50-millisecond real-time fraud scoring or for replacing a vector index that performs semantic retrieval across a multi-million-document corpus.

Question 2 of 125

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? (Choose two.)
Each correct answer presents part of the solution.
Answer choices
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Correct answers: A, C

Overlapping tool descriptions create ambiguity during tool selection, making it harder for the agent to distinguish which capability best fits a claim. The presence of four distinct claim-workflow domains indicates that the tool set contains separable responsibilities that can be organized into narrower, domain-focused agents or capability groups. Decomposition reduces the number of competing tools in each decision context and improves routing clarity. Unused tools and router-call overhead may be relevant operational concerns, but they do not establish that the capabilities themselves should be decomposed.

Question 3 of 125

HOTSPOT -
You are reviewing a peer’s end-to-end design for a Claude-based platform expected to scale to thousands of concurrent users.
For each statement, indicate yes if the statement reflects a sound architectural practice. Otherwise, select no.
Exam ccar-p: Image 1
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Suggested answer

Yes; Yes; No; No. Authentication and authorization must occur before retrieval so access controls filter data by identity. An asynchronous queue smooths burst traffic and protects the model invocation layer. Deterministic tax calculations belong in tested application code, not prompts. Government identifiers must be redacted or otherwise protected in logs to minimize sensitive-data exposure.

Question 4 of 125

You are comparing patterns for a batch document-classification job that follows fixed steps: extract metadata, classify, summarize, and persist.
Which pattern is the best fit and why?
Answer choices
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Correct answer: D

A workflow pattern fits a document-classification job with fixed, repeatable stages such as metadata extraction, classification, summarization, and persistence. It provides deterministic orchestration, clearer control over each step, and predictable per-request token costs. Agentic patterns are more useful when the system must dynamically plan, choose tools, or adapt to uncertain tasks. Agents can invoke tools, but their flexibility is unnecessary for this well-defined process.

Question 5 of 125

A platform team operates a self-hosted multi-agent system on Kubernetes that orchestrates seven specialized agents for invoice processing. The team spends approximately 40 percent of engineering capacity on infrastructure maintenance, message bus reliability, and agent state recovery. The CFO has asked you to evaluate moving to managed agent infrastructure to reclaim engineering capacity. The security officer requires that all customer financial data remain within an approved network boundary.
Which factor should most heavily influence your recommendation?
Answer choices
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Correct answer: D

Managed agent data handling must satisfy the required network boundary because protection of customer financial data is a non-negotiable security and compliance constraint. A managed service may reduce operational work, but those benefits do not justify moving sensitive data outside approved network controls. Agent-pattern compatibility, token cost, and message-bus support affect feasibility and economics only after the service meets the organization’s data-residency and boundary requirements.

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Charles Sirois
Canada
As this was my first certification exam, I was understandably nervous about what to expect. These study materials made the preparation process much easier, and many of the questions closely reflected those on the actual exam.
Lance Chambers
United States
Wasted about a month going through the free dump sites scattered all over reddit, half the answers were wrong and the other half were for a version of the exam that doesn't even exist anymore. Eventually gave in and paid the small fee here, and the difference was night and day.
Alisha Kelly
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Honestly, I had already gone through the official documentation quite thoroughly, but still didn't feel fully confident going in. This helped things finally click for me. I realized I knew the material, but just hadn't connected all the pieces yet.
Casper Claassen
Netherlands
Used this along with Microsoft Learn and the combo worked really well. The practice questions made the stuff I'd read actually stick. Passed first attempt, no complaints from me.
Gabriele Ghesla
Italy
The content is accurate and clearly presented, and it's more affordable than competitors. The team has been incredibly responsive whenever I've had an issue, and they've been open to small changes that improve the platform.
Charles Sirois
Canada
As this was my first certification exam, I was understandably nervous about what to expect. These study materials made the preparation process much easier, and many of the questions closely reflected those on the actual exam.
Lance Chambers
United States
Wasted about a month going through the free dump sites scattered all over reddit, half the answers were wrong and the other half were for a version of the exam that doesn't even exist anymore. Eventually gave in and paid the small fee here, and the difference was night and day.
Alisha Kelly
Italy
Honestly, I had already gone through the official documentation quite thoroughly, but still didn't feel fully confident going in. This helped things finally click for me. I realized I knew the material, but just hadn't connected all the pieces yet.
Casper Claassen
Netherlands
Used this along with Microsoft Learn and the combo worked really well. The practice questions made the stuff I'd read actually stick. Passed first attempt, no complaints from me.
Gabriele Ghesla
Italy
The content is accurate and clearly presented, and it's more affordable than competitors. The team has been incredibly responsive whenever I've had an issue, and they've been open to small changes that improve the platform.
Morgan Farmer
United Kingdom
I don't usually leave reviews, but this one felt worth sharing. The questions were quite close to what actually appeared on the exam, more than I expected. I spent about a week going through the material before my test, and it helped me feel more prepared.
Remi Nuyts
United States
Passed ITIL 4 Foundation with 87%. Material was enough by itself.
Archie Hopkins
United States
I had a smooth experience from start to finish. Access was available right away, no technical issues, which made it easy to get started. The content felt relevant and aligned well with what I was looking for.
Nancy Mcbride
United States
Does what it says it does. Content felt solid, nothing confusing to navigate and I didn't run into any weird issues. I been putting off scheduling the exam for a while and going through this gave me enough confidence to finally book it and pass.
Neil Savage
United States
A very quick response was received via email when a link issue occurred. The study materials provided were high quality and extremely helpful. I was able to complete the test successfully. Many thanks for the excellent support.
Morgan Farmer
United Kingdom
I don't usually leave reviews, but this one felt worth sharing. The questions were quite close to what actually appeared on the exam, more than I expected. I spent about a week going through the material before my test, and it helped me feel more prepared.
Remi Nuyts
United States
Passed ITIL 4 Foundation with 87%. Material was enough by itself.
Archie Hopkins
United States
I had a smooth experience from start to finish. Access was available right away, no technical issues, which made it easy to get started. The content felt relevant and aligned well with what I was looking for.
Nancy Mcbride
United States
Does what it says it does. Content felt solid, nothing confusing to navigate and I didn't run into any weird issues. I been putting off scheduling the exam for a while and going through this gave me enough confidence to finally book it and pass.
Neil Savage
United States
A very quick response was received via email when a link issue occurred. The study materials provided were high quality and extremely helpful. I was able to complete the test successfully. Many thanks for the excellent support.

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