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Anthropic CCAR-P Exam Syllabus Topics:

Anthropic Claude Certified Architect - Professional Sample Questions:

1. You are an architect supporting the iteration phase of a deployed Claude-based system.
Which activity most directly fits this phase?

A) Rebuild the entire system architecture from scratch at the start of every iteration cycle regardless of what production telemetry, evaluations, and stakeholder feedback indicate is needed.
B) Review production telemetry, sampled output evaluations, and stakeholder feedback to identify the highest-impact change for the next cycle, then plan the change against the evaluation framework.
C) Stop measuring production outcomes once the deployment has successfully launched, treating the go- live milestone as the end of the evaluation and iteration cycle.
D) Discard the evaluation framework and reference set once the deployment is in production, accepting that future iterations will have no structured basis for measuring the impact of changes.

2. You are selecting a pattern for a compliance Q & A assistant that must answer policy questions with citations to the authoritative internal source set. Latency, cost, and audit predictability are prioritized.
Which pattern is the best fit?

A) A static prompt with the entire policy corpus concatenated into every request.
B) A pure agent loop with open web-browsing tools to surface the most current policy information, without constraining retrieval to the authoritative internal corpus.
C) Augmented LLM with retrieval-augmented generation over the indexed authoritative corpus and citation rendering on each answer.
D) Multi-agent orchestration with a planner, researcher, and writer agent for every query.

3. 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) 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.
B) Enable Tool Search so tool definitions are deferred and discovered on demand rather than loaded into context upfront.
C) 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.
D) 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.

4. A customer support team has proposed delegating customer refund decisions to a Claude-driven workflow with no human review for refunds under 50 USD. The team's reasoning is that small refunds are low-risk and human review would erase the efficiency gain.
Which Delegation-competency principle should guide your response?

A) Delegation should be avoided entirely wherever financial transactions occur in the workflow.
B) Delegation should always include human review on every decision the workflow produces.
C) Delegation scope should reflect the type of risk involved, not the transaction size alone.
D) Delegation scope should be set primarily by maximizing efficiency gains across the workflow.

5. 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) Approval rate parity does not by itself assess error rate parity across protected groups.
C) Match with human underwriters does not establish freedom from underwriter-introduced bias.
D) The 94 percent match rate is sufficient evidence of fairness for the assistant's decisions.
E) The fairness team's review process likely missed at least some of the protected groups studied.

Solutions: