Anthropic CCAR-P : Claude Certified Architect - Professional

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Anthropic Claude Certified Architect - Professional Sample Questions:

1. 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?

A) A workflow pattern, because the steps are well-defined and predictable per-request token cost is preferred over flexibility.
B) An agentic pattern, because agents are categorically more accurate than workflows and therefore always preferable regardless of step predictability.
C) A workflow pattern, because agentic patterns do not support tool invocations and therefore cannot execute the persist step that writes results to the downstream store.
D) An agentic pattern, because the open-ended planning capability of agents produces more consistent structured outputs than a fixed workflow graph on classification tasks.

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

3. A loan pre-qualification assistant shows 94 percent approval recommendations that match the human underwriter decision. The fairness team has reviewed approval rate parity across protected groups and reported no significant difference. A board member has asked whether this evidence is sufficient to declare the assistant fair.
Which two Discernment-competency findings should you report? (Select two.) Each correct answer presents part of the solution.

A) A larger sample is needed before any meaningful fairness claim can be made about the model.
B) The fairness team's review process likely missed at least some of the protected groups studied.
C) Match with human underwriters does not establish freedom from underwriter-introduced bias.
D) Approval rate parity does not by itself assess error rate parity across protected groups.
E) The 94 percent match rate is sufficient evidence of fairness for the assistant's decisions.

4. 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 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.
B) 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.
C) 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.
D) 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.

5. A team manager wants all engineers working on the same repository to share identical MCP server definitions without manual synchronization.
Which configuration approach satisfies this requirement?

A) environment variables set at the operating-system level on each workstation
B) managed configuration pushed to all endpoints by the administrator
C) project-scope .claude/settings.json and .mcp.json files committed to the repository
D) each engineer maintains a personal ~/.claude/settings.json with the shared definitions

Solutions: