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Anthropic CCAR-P Exam Syllabus Topics:

Anthropic Claude Certified Architect - Professional Sample Questions:

1. 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) Apply progressive tool discovery so a curated initial subset is exposed and additional tools are loaded on demand based on the task.
B) Use a separate model call to summarize all 60 tool definitions before each user turn.
C) 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.
D) 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.

2. A team manager wants all engineers working on the same repository to share identical MCP server definitions without manual synchronization.
Which configuration approach satisfies this requirement?

A) environment variables set at the operating-system level on each workstation
B) each engineer maintains a personal ~/.claude/settings.json with the shared definitions
C) managed configuration pushed to all endpoints by the administrator
D) project-scope .claude/settings.json and .mcp.json files committed to the repository

3. You are building a feedback-and-alignment routine for a multi-stakeholder deployment.
Which two practices belong in the routine? (Select two.)
Each correct answer presents a complete solution.

A) Escalate any disagreement among stakeholders to the executive sponsor for binding resolution.
B) Rotate facilitation among the participating stakeholder groups to share ownership of the routine.
C) Reconcile divergent stakeholder positions explicitly rather than papering over them in the moment.
D) Set a regular cadence for revisiting expectations and assumptions as conditions evolve over time.
E) Record each session and distribute the recording to stakeholders who could not attend live.

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

5. During an architectural review, the security team identifies a risk that adversarial content injected into retrieved documents could manipulate the model's behavior.
Which mitigation most directly addresses this threat?

A) Treat all retrieved content as untrusted input and apply input classifiers with output validation.
B) Require citations for each claim and constrain responses to source-supported content.
C) Score outputs against a stable adversarial evaluation set on each model-version change.
D) Restrict outbound tool calls to an approved destination allow-list.

Solutions: