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Anthropic CCAR-P Exam Syllabus Topics:

Anthropic Claude Certified Architect - Professional Sample Questions:

1. An architect is reviewing a Claude-based candidate-screening tool prior to deployment. A stakeholder asserts that because the model was not trained on company data, no bias evaluation is necessary.
Which two responses most accurately challenge this assertion? (Select two.)

A) Bias evaluation is unnecessary when the model provider has published a responsible-use policy.
B) Transparency obligations are satisfied by disclosing that an AI system is in use, without further evaluation.
C) The model may carry demographic biases from pretraining that manifest in screening outcomes regardless of fine-tuning.
D) The system should be evaluated on outcome-disparity metrics across protected groups before deployment.
E) Fairness testing is required only when the training dataset is known to contain protected-class labels.

2. You are integrating Claude Code into a team workflow and must complete the design and configuration steps before piloting the integrated workflow with a small group.
Which two steps must be completed BEFORE piloting the integrated workflow? (Select two.) Each correct answer presents part of the solution.

A) Negotiate the workflow change with affected teams and obtain formal sign-off from each manager.
B) Document the integrated workflow with handoff criteria, permission boundaries, and on-call runbooks.
C) Identify the workflow steps where AI-assisted tooling adds value and where human authority must remain.
D) Configure the project-scope MCP servers, permissions, subagents, and persistent project context.
E) Iterate the integrated workflow based on pilot findings before broader rollout to the team.

3. You are integrating Claude Code into a workflow that runs against a production database.
Which guardrail design most directly preserves safety on data-modifying operations?

A) Configure the database MCP server with a fully privileged credential that can perform any read or write operation, and allow all operations to proceed without explicit human confirmation.
B) Allow Claude Code to write directly to the production database without subagent scoping, read-only credential defaults, or human confirmation gates on data-modifying operations.
C) Disable all logging and auditing on database operations through the MCP server to reduce alert noise, removing the observability needed to detect unintended data modifications.
D) Configure the database MCP server with a read-only credential by default, restrict the subagent's tool list to read-only operations, and require explicit human confirmation on any operation that would modify data.

4. You are running a controlled experiment to compare two prompts and must complete the design steps before executing the experiment.
Which two steps must be completed BEFORE running the experiment with random assignment? (Select two.) Each correct answer presents part of the solution.

A) Define the hypothesis and the primary success metric for the comparison.
B) Decide whether to promote, reject, or iterate the candidate based on the analysis.
C) Analyze the results against the predefined success metric and significance threshold.
D) Determine the minimum detectable effect size and the sample size needed for power.
E) Document the recommendation, the trade-offs accepted, and the alternatives considered.

5. You are reviewing a peer's Claude Code permission rules for an enterprise rollout. The rules grant unrestricted Bash access to all projects across all developers.
Which response is most appropriate?

A) Add unrestricted access to additional tool categories as well, so that Bash is not asymmetrically more permissive than other tools, expanding the attack surface further in the name of consistency.
B) Replace unrestricted Bash with narrowly scoped tool patterns that allow only the specific commands the workflows require, and add explicit deny rules for sensitive operations.
C) Disable all permission rules for the enterprise rollout so every command across every project runs without any tool-pattern scoping or explicit deny rules for sensitive operations.
D) Approve the unrestricted Bash access as written on the grounds that narrowing the rules would add configuration complexity, accepting the full attack surface for all engineers across all projects.

Solutions: