Try and practice the latest Anthropic : CCAR-P real questions & answers

Anthropic Claude Certified Architect - Professional Sample Questions:

1. 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) Analyze the results against the predefined success metric and significance threshold.
C) Define the hypothesis and the primary success metric for the comparison.
D) Document the recommendation, the trade-offs accepted, and the alternatives considered.
E) Decide whether to promote, reject, or iterate the candidate based on the analysis.

2. You are defining an SLA for a Claude-based assistant.
Which SLA definition is most operationally meaningful?

A) A measurable target with a defined metric, threshold, evaluation window, and consequence for breach- for example, "p95 per-request latency under 800 ms over a 28-day window."
B) A qualitative commitment such as "the system will be fast and reliable," which names no metric, threshold, or evaluation window.
C) A target tied to a stakeholder sentiment measure such as "the team feels satisfied," which cannot be measured objectively or used to trigger a documented breach response.
D) A target that names the metric and threshold but omits the evaluation window and breach consequence, leaving compliance periods and remediation triggers undefined.

3. You are preparing an operational runbook for a Claude-based service.
Which content is essential to include in the runbook?

A) Escalation paths and rollback procedures only, without alert definitions, triage steps, or dashboard references to guide initial incident response.
B) Alert definitions and triage steps only, without escalation paths, rollback procedures, or references to dashboards and logs for on-call use.
C) Dashboard and log references only, without alert definitions, triage steps, escalation paths, or rollback procedures for the on-call engineer to act on.
D) Common alerts and their triage steps, escalation paths, rollback procedures, and references to the relevant dashboards and logs.

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

5. You are defining escalation criteria for ambiguous cases in an automated workflow.
Which set of criteria best supports consistent escalation?

A) Escalation at the discretion of whoever is available when the team's on-call engineer has spare capacity, without a defined threshold, category, or ambiguity criterion.
B) Escalation only after an affected customer has contacted support to complain, after the automated workflow has already completed without human review.
C) A confidence score below a defined threshold, presence of high-impact decision categories, ambiguity flags raised by content classifiers, and the user's explicit request for review.
D) No escalation criteria; the model decides independently on every turn whether to escalate, without explicit confidence thresholds, impact categories, or classifier-based ambiguity flags.

Solutions: