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Anthropic CCAR-P Exam Syllabus Topics:

Anthropic Claude Certified Architect - Professional Sample Questions:

1. 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) 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.
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) 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.

2. You are compiling continuity practices that span the deployment lifecycle.
Which two practices belong on the list? (Select two.)
Each correct answer presents a complete solution.

A) Maintain a stakeholder register and notify the listed parties at every phase transition event.
B) Lock decisions made in early phases to prevent revisiting them as later phases begin.
C) Archive every phase deliverable in long-term storage to preserve a record of what was produced.
D) Capture lessons learned at the end of each phase and surface them as inputs to the next phase.
E) Carry the evaluation framework and reference set forward across iterations rather than rebuilding each time.

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

4. You are listing characteristics of robust guardrail design for an enterprise deployment.
Which two characteristics belong on the list? (Select two.)
Each correct answer presents a complete solution.

A) Centralized log retention for guardrail violations with quarterly review by the security team.
B) Per-role tool allow-lists enforced at the orchestration layer before any tool call executes.
C) User feedback channels that route reported guardrail failures into the product backlog for triage.
D) Adversarial-input coverage in the evaluation set with regression tracking on guardrail performance.
E) Periodic refresh of the system prompt wording to keep refusal language current and clear.

5. You are reviewing a customer-support agent's configuration. Each candidate tool falls into one of four categories: (1) required to complete defined tasks, (2) frequently used and reduces hand-offs, (3) occasionally useful for unrelated work, (4) speculative future utility.
Which categories should typically remain in the agent configuration?

A) Only category 3, because occasionally useful tools for unrelated work provide broader coverage and should take priority over tools required for the agent's defined tasks.
B) Only category 4, because speculative future-utility tools provide the most flexibility and should be configured even when no defined task currently requires them.
C) All four categories, because broader tool access is categorically better for agent performance regardless of whether the tools map to defined tasks or regular hand-offs.
D) Categories 1 and 2 only, because they map to defined tasks and the agent's regular hand-offs.

Solutions: