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Anthropic CCAR-P Exam Syllabus Topics:

Anthropic Claude Certified Architect - Professional Sample Questions:

1. You are selecting a protocol for a single low-latency stateless tool call from a Claude-based assistant to an internal pricing service that already exposes a stable HTTP API.
Which integration mechanism is the most appropriate?

A) A long-lived stateful session protocol for a stateless single-call interaction.
B) A direct API call to the existing endpoint with the appropriate scoped credentials.
C) A bespoke streaming protocol layered over an unrelated asynchronous message bus.
D) An agent-to-agent handoff that introduces another Claude-based agent in front of the pricing service.

2. A Claude-based research assistant begins producing responses that confidently contradict its retrieved source documents despite no change to the retrieval pipeline.
Which two diagnostic actions most directly identify the root cause of this behavior? (Select two.)

A) Inspect the system-prompt grounding instructions to determine whether citation constraints remain intact.
B) Reduce the temperature setting to lower response variance across all query types.
C) Determine whether the failure reproduces on the previous model version to test for a model mismatch.
D) Switch the retrieval index to a denser embedding model to improve chunk-relevance scores.
E) Increase the context-window size to allow more retrieved chunks per query.

3. You are producing an architecture guide for a new deployment and must complete the planning steps before drafting each section.
Which two steps must be completed BEFORE drafting each section of the guide? (Select two.) Each correct answer presents part of the solution.

A) Translate the guide into the supported regional languages for the candidate population.
B) Establish the document under version control with a defined review cadence and approver list.
C) Identify the audience and the questions the guide must answer for that audience.
D) Outline the guide sections covering the overview, components, contracts, flows, runbooks, and limitations.
E) Validate the guide with the implementation team and incorporate corrections.

4. You are rolling out monitoring for a Claude-based deployment and must complete the specification steps before instrumenting the deployment.
Which two steps must be completed BEFORE instrumenting the deployment to emit metrics and traces?
(Select two.)
Each correct answer presents part of the solution.

A) Define the metrics and the slices the deployment will monitor across normal and adversarial traffic.
B) Define the service-level objectives (SLOs) and the error budgets the deployment will be held to.
C) Build the dashboards that surface metrics across slices at the cadence the team operates on.
D) Tune the alert thresholds based on observed normal-state distributions to reduce false positives.
E) Document the dashboards, alerts, and runbooks for the on-call rotation that will respond.

5. An engineering organization is adopting Claude Code across 200 developers. A team lead proposes that AI- generated pull requests bypass standard code review for changes under 50 lines because small changes are considered low risk and review capacity is constrained.
Which two Diligence-competency objections should you raise? (Select two.) Each correct answer presents part of the solution.

A) AI-generated pull requests should be rejected by default across the organization.
B) The threshold should be increased to 200 lines to capture more changes.
C) Line count is a poor proxy for the actual risk introduced by a code change.
D) Removing review eliminates the verification mechanism required for AI-generated output across the workflow.
E) Code-review capacity should be expanded to handle every code change submitted across the team.

Solutions: