Anthropic Claude Certified Architect - Professional - CCAR-P

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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) Reduce retrieval depth to the top-k passages that historically cover the answer, and cache stable system- prompt content.
B) Increase retrieval depth to the corpus maximum to improve recall regardless of latency.
C) Disable prompt caching entirely to ensure fresh context processing on every request, preventing stale prefix content from affecting latency-sensitive interactions.
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 selecting a model for a new production workload and must complete the upstream steps before testing candidate models empirically.
Which two steps must be completed BEFORE running a representative sample on a candidate model? (Select two.) Each correct answer presents part of the solution.

A) Define the quality bar, latency tolerance, and expected volume for the workload.
B) Choose a candidate model based on the requirements profile and known capabilities.
C) Retest the model choice when a new model version becomes available.
D) Select the lightest model that consistently meets the quality bar across the sample.
E) Sign off the production rollout plan with the platform and security teams.

3. You are reviewing an integration specification for security gaps.
Which two findings constitute valid security gaps in the specification? (Select two.) Each correct answer presents a complete solution.

A) Role-based access control is enforced only at the response-rendering layer after the model accesses restricted data.
B) Service credentials are placed in the prompt context, where they can leak into logs and traces.
C) Per-user OAuth tokens are exchanged with scope-restricted permissions and refreshed within the active session.
D) Tool inputs and outputs are encrypted in transit using transport-layer security between services.
E) Tool calls execute server-side under a least-privilege service principal scoped to the requested action.

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

5. A technical team is debating whether to implement a new capability for generating regulatory filings from internal data as a Claude Skill or as an MCP server. The capability requires a fixed authoring procedure with embedded examples, does not need to call live external systems, and must be portable across three Claude deployments: claude.ai, an internal API integration, and Claude Code.
Which factor most strongly favors implementing the capability as a Skill?

A) The capability needs to query a live database for the most recent regulatory filings.
B) The capability requires direct authentication against the corporate identity provider.
C) The capability must also be callable from a developer's command-line interface.
D) The capability is procedural knowledge with no live external-system calls required.

Solutions: