Anthropic Claude Certified Architect - Professional : CCAR-P

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Anthropic Claude Certified Architect - Professional Sample Questions:

1. You are building an evaluation pipeline for a Claude-based deployment and must complete the specification steps before running the deployment against the dataset.
Which two steps must be completed BEFORE running the deployment against the evaluation dataset? (Select two.) Each correct answer presents part of the solution.

A) Score the deployment outputs against the reference labels and aggregate the metrics.
B) Publish the aggregated metrics to a dashboard and gate releases on threshold checks.
C) Define the metrics and slices the framework will report across representative, edge, and adversarial cases.
D) Curate and label the evaluation dataset to match the defined slices.
E) Review failure cases with subject matter experts to refine the scoring rubric.

2. You are supporting a team whose Claude Code sessions consistently load 60 or more MCP tools from many servers, exhausting context budget before the session begins.
Which adjustment most directly addresses this issue without removing capability?

A) Enable Tool Search so tool definitions are deferred and discovered on demand rather than loaded into context upfront.
B) Disable every MCP server in the configuration to free up context budget, accepting that the team loses all tool access and cannot perform any MCP-dependent task in the session.
C) Add additional MCP servers to give the team more capability, which increases rather than reduces the number of tool definitions loaded into the session's context budget.
D) Increase the prompt's verbosity with additional instructions and context, which consumes more of the context budget rather than reducing the tool-definition overhead causing the issue.

3. You are assessing data-exfiltration risk in a Claude-based assistant that has tools for both internal-document retrieval and outbound HTTP calls.
Which scenario most directly indicates a data-exfiltration risk?

A) Adversarial content in a retrieved document instructs the model to call the outbound HTTP tool and send sensitive content to an attacker-controlled URL.
B) The internal-document retrieval tool returns a document that the user is authorized to view.
C) The user submits a routine question and receives a routine answer.
D) The outbound HTTP tool returns a 200 response when the assistant calls an allow-listed domain to fulfil a user-initiated data-lookup request.

4. You are evaluating a Claude-based deployment for adherence to a specific regulation.
Which two steps must be completed BEFORE mapping deployment data flows to specific regulatory clauses?
(Select two.)
Each correct answer presents part of the solution.

A) Inventory the vendor-provided compliance tooling and confirm which compliance affordances are in place.
B) Document the identified gaps along with recommended remediations and residual risk for sign-off.
C) Identify the applicability of the regulation based on data types, jurisdiction, and audience.
D) Schedule the remediation work with the engineering team based on the prioritized gap findings.
E) Compare the in-place controls against the regulatory requirements to identify any compliance gaps.

5. A document analysis service processes legal filings averaging 80,000 tokens each. Each filing is queried by attorneys an average of 14 times during a case. The current architecture sends the full filing on every query.
The CFO has asked you to reduce per-query costs while preserving response quality. The security officer requires that filing contents not be stored outside Fabrikam's tenancy.
Which optimization approach should you recommend?

A) Cache the filing as the prompt prefix for reuse across the 14 queries per case.
B) Summarize each filing once at intake and run all subsequent queries against the summary.
C) Index filings in a vector store and retrieve only the relevant passages per query.
D) Move the workload to a smaller Claude model to reduce the per-token cost paid.

Solutions: