Anthropic CCAR-P

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Anthropic CCAR-P Exam Syllabus Topics:

Anthropic Claude Certified Architect - Professional Sample Questions:

Question #1
The platform team at Trenova Systems, Inc. needs to reduce per-query cost and p95 latency for a high-volume Claude pipeline without degrading output quality on the core use case.
Which two optimizations directly target both cost and latency simultaneously? (Select two.)

A. Enable prompt caching on the static system-prompt prefix to reduce billable input tokens on repeated calls.
B. Increase max_tokens to reduce the frequency of truncated responses requiring follow-up calls.
C. Expand the system prompt to include additional few-shot examples on every request.
D. Route straightforward query types to a smaller, faster Claude model and reserve the full model for complex cases.
E. Add a retrieval step that fetches the full source corpus into the context window before generation.

Question #2
You are classifying token-management tactics by where each tactic applies in the request lifecycle: "Input Preparation," "Prompt Construction," or "Output Handling."

Question #3
You are selecting the documentation set that should accompany a Claude-based deployment at handoff.
Which set is most complete?

A. Code comments scattered across individual source files with no integrating architecture overview, no ADRs, no runbooks, and no on-call playbook to orient operators or new team members.
B. Architecture overview, ADRs, component-level diagrams, runbooks for common operations, an on-call playbook, and a list of known limitations.
C. A verbal handover walkthrough conducted on the day of transition, with no written architecture overview, ADRs, runbooks, playbook, or known limitations captured for future reference.
D. A single one-page architecture diagram with no ADRs, no runbooks, no on-call playbook, and no list of known limitations to support operators or future maintainers.

Question #4
You are evaluating retrieval-strategy claims used by a peer team.
For each claim, select yes if the statement is generally accurate. Otherwise, select no.

Question #5
You are compiling factors that should drive the choice between Model Context Protocol (MCP), direct API integration, and agent-to-agent handoff.
Which two factors belong on the list? (Select two.)
Each correct answer presents a complete solution.

A. Whether the interaction is stateless and latency-sensitive or stateful and longer-running.
B. Whether the integration must be portable across multiple AI clients in the ecosystem.
C. Whether the vendor publishes detailed reference documentation for each candidate protocol.
D. Whether the underlying transport supports encryption in transit between the integrated services.
E. Whether the team has prior implementation experience with any of the candidate protocols.

Solutions: