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Anthropic CCAR-P Exam Syllabus Topics:

Anthropic Claude Certified Architect - Professional Sample Questions:

Question 1

An operations engineer reports that a Claude-based pipeline began returning malformed JSON responses after a scheduled maintenance window, causing downstream processing failures.
Which two investigative steps most directly isolate the root cause? (Select two.)

A. Switch to a different Claude model tier to rule out provider-side changes as a contributing factor.
B. Replay a set of premaintenance requests against the current configuration and inspect the raw model output before downstream parsing.
C. Compare the current system prompt and output schema configuration against the last known good version from before the maintenance window.
D. Increase the max_tokens limit to determine whether output truncation is causing incomplete JSON structures.
E. Clear the prompt cache and resubmit all pending requests to eliminate stale cached prefixes.

Question 2

You are building a feedback-and-alignment routine for a multi-stakeholder deployment.
Which two practices belong in the routine? (Select two.)
Each correct answer presents a complete solution.

A. Set a regular cadence for revisiting expectations and assumptions as conditions evolve over time.
B. Escalate any disagreement among stakeholders to the executive sponsor for binding resolution.
C. Record each session and distribute the recording to stakeholders who could not attend live.
D. Reconcile divergent stakeholder positions explicitly rather than papering over them in the moment.
E. Rotate facilitation among the participating stakeholder groups to share ownership of the routine.

Question 3

You are distinguishing functional from non-functional requirements during discovery.
Which item is a non-functional requirement?

A. The system must classify inbound tickets into a defined set of categories.
B. The system must produce a draft response that a human reviewer can edit before sending.
C. The system must respond at p95 latency under 800 milliseconds at the expected request volume.
D. The system must extract a defined set of specific fields from invoice attachments and populate a downstream data record.

Question 4

You are building an ethics-review checklist for deployments supported by artificial intelligence.
Which two checks belong on the list? (Select two.)
Each correct answer presents a complete solution.

A. Confirm that latency and throughput targets are met across supported user populations.
B. Confirm that vendor licensing terms permit the planned production use of the model.
C. Confirm that high-impact decisions retain human accountability rather than being attributed to the model.
D. Verify that outputs do not rely on generalizations about people that the underlying data does not support.
E. Restrict ethics review to outputs that exceed a defined model-confidence threshold.

Question 5

You are evaluating prompting claims in a peer's design document.
For each claim, select yes if the claim reflects sound practice. Otherwise, select no.

Solutions: