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Anthropic CCAR-P Exam Syllabus Topics:

Anthropic Claude Certified Architect - Professional Sample Questions:

1. You are operating an interactive assistant whose dominant performance constraint is per-turn latency. Quality on routine turns is already acceptable.
Which configuration adjustment most directly improves latency without disproportionately damaging quality?

A) Disable prompt caching entirely to ensure fresh context processing on every request, preventing stale prefix content from affecting latency-sensitive interactions.
B) Increase retrieval depth to the corpus maximum to improve recall regardless of latency.
C) Reduce retrieval depth to the top-k passages that historically cover the answer, and cache stable system- prompt content.
D) Switch every turn to the heaviest available model to maximize output quality, accepting that the increased model latency will worsen the per-turn SLO rather than improve it.

2. You are evaluating an evaluation set used to score a Claude-based hiring-support tool. The set is drawn from one geographic region and one tenure band.
Which response is most appropriate?

A) Expand the evaluation set to cover the geographic regions and tenure bands the tool will serve, and rescore the system on the expanded set before broader release.
B) Continue using the narrow evaluation set drawn from one region and one tenure band because the existing benchmark scores are already high on that subset.
C) Discard all quantitative evaluation and replace it with qualitative impressions collected from a small, convenience-selected group that may not represent the tool's full user population.
D) Reduce the evaluation set further to a single demographic subgroup to simplify score interpretation, narrowing coverage rather than expanding it to match the intended user population.

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) 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.
B) 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.
C) 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.
D) 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.

4. You are compiling guardrail tactics for a customer-facing assistant.
Which two tactics belong on the guardrail list?
Each correct answer presents a complete solution.

A) Rely on a single hardened system prompt that enumerates every disallowed behavior.
B) Layer prompt-level guardrails with runtime content checks rather than relying on either alone.
C) Embed approved override phrases that let trusted users relax guardrails on demand.
D) Validate the model output against a structured schema before downstream actions are taken.
E) Lower sampling temperature globally to reduce the chance of off-policy completions.

5. A Claude architect is designing a HIPAA-compliant pipeline that processes patient records.
Which two design decisions directly support HIPAA compliance requirements? (Select two.)

A) Setting max_tokens to a low value to minimize the volume of text generated per request.
B) Selecting the highest-capability Claude model to maximize diagnostic accuracy.
C) Using streaming responses to reduce perceived latency for clinical users.
D) Enforcing role-based access controls so that PHI is retrievable only by authorized personnel.
E) Ensuring patient data is never included in training feedback loops sent to the model provider without a BAA in place.

Solutions: