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Anthropic CCAR-P Exam Syllabus Topics:

Anthropic Claude Certified Architect - Professional Sample Questions:

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

A) No escalation criteria; the model decides independently on every turn whether to escalate, without explicit confidence thresholds, impact categories, or classifier-based ambiguity flags.
B) Escalation only after an affected customer has contacted support to complain, after the automated workflow has already completed without human review.
C) 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.
D) 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.

2. You are building an evaluation pipeline for a Claude-based deployment and must complete the specification steps before running the deployment against the dataset.
Which two steps must be completed BEFORE running the deployment against the evaluation dataset? (Select two.) Each correct answer presents part of the solution.

A) Score the deployment outputs against the reference labels and aggregate the metrics.
B) Curate and label the evaluation dataset to match the defined slices.
C) Publish the aggregated metrics to a dashboard and gate releases on threshold checks.
D) Define the metrics and slices the framework will report across representative, edge, and adversarial cases.
E) Review failure cases with subject matter experts to refine the scoring rubric.

3. 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) 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.
B) 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.
C) 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.
D) 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.

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

5. A Claude architect is leading the discovery phase for a new AI-powered customer service solution.
Which two activities are characteristic of structured discovery and requirement gathering for a Claude-based deployment? (Select two.)

A) Selecting the Claude model tier based on the architect's prior project experience before stakeholder input is collected.
B) Documenting explicit success criteria and failure thresholds that will gate production deployment.
C) Deferring constraint documentation until the integration design phase to avoid scope creep.
D) Generating an initial prototype and iterating based on user reaction rather than written requirements.
E) Facilitating stakeholder workshops to surface latency, accuracy, and compliance constraints before scoping begins.

Solutions: