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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) 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.

2. You are a solution architect designing a Claude-based assistant with access to 60 internal tools across multiple business domains. Loading every tool definition on every request increases token usage and time to first response.
Which design pattern best addresses this issue without sacrificing capability breadth?

A) Increase the maximum context length and load all 60 tool definitions on every request, accepting the higher token cost and latency as necessary for full capability.
B) Hard-code a fixed set of five tools per request to reduce token usage, regardless of whether those tools are relevant to the current task.
C) Use a separate model call to summarize all 60 tool definitions before each user turn.
D) Apply progressive tool discovery so a curated initial subset is exposed and additional tools are loaded on demand based on the task.

3. You are a solution architect evaluating candidate use cases for a Claude-based program.
For each scenario, select Yes if Claude is appropriate as the primary solution at the architectural level.
Otherwise, select No.

4. A document analysis service processes legal filings averaging 80,000 tokens each. Each filing is queried by attorneys an average of 14 times during a case. The current architecture sends the full filing on every query.
The CFO has asked you to reduce per-query costs while preserving response quality. The security officer requires that filing contents not be stored outside Fabrikam's tenancy.
Which optimization approach should you recommend?

A) Cache the filing as the prompt prefix for reuse across the 14 queries per case.
B) Index filings in a vector store and retrieve only the relevant passages per query.
C) Move the workload to a smaller Claude model to reduce the per-token cost paid.
D) Summarize each filing once at intake and run all subsequent queries against the summary.

5. 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) 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.

Solutions: