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Anthropic CCAR-P Exam Syllabus Topics:

Anthropic Claude Certified Architect - Professional Sample Questions:

1. You are compiling team-setup practices for a Claude Code rollout across an engineering organization.
Which two practices belong on the list? (Select two.)
Each correct answer presents a complete solution.

A) Use local scope for security-critical permission rules so each engineer can adapt them to ongoing work.
B) Use user scope for team-shared MCP servers so every engineer on the team has consistent access.
C) Use project scope for team-shared Model Context Protocol (MCP) servers and permission rules under version control.
D) Apply managed configuration centrally for security-critical settings that must not be overridden by individual engineers.
E) Use project scope for personal editor preferences so the preferences apply consistently within the project.

2. The compliance team at a firm has approved a Claude Skill that generates client-facing investment summaries. The Skill includes the firm's required disclaimers and prohibited-language list. A product manager has asked whether additional guardrails are needed at the application layer or whether the Skill alone is sufficient.
Which two guardrail responsibilities should remain at the application layer rather than the Skill? (Select two.) Each correct answer presents part of the solution.

A) Apply the prohibited-language list that the compliance team maintains and updates.
B) Log every generated summary to the firm's compliance audit trail for retention.
C) Apply the disclaimer template that the compliance team has standardized firm-wide.
D) Verify the requesting user is authorized to generate investment summaries at all.
E) Format output sections according to the firm's standardized house style guidelines.

3. During an architectural review, the security team identifies a risk that adversarial content injected into retrieved documents could manipulate the model's behavior.
Which mitigation most directly addresses this threat?

A) Restrict outbound tool calls to an approved destination allow-list.
B) Treat all retrieved content as untrusted input and apply input classifiers with output validation.
C) Score outputs against a stable adversarial evaluation set on each model-version change.
D) Require citations for each claim and constrain responses to source-supported content.

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

5. 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) 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.
B) Enable Tool Search so tool definitions are deferred and discovered on demand rather than loaded into context upfront.
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.

Solutions: