HOT STUDY CCAR-P GROUP - ANTHROPIC CLAUDE CERTIFIED ARCHITECT -

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Anthropic CCAR-P Exam Syllabus Topics:

Section	Objectives
Stakeholder Engagement and Solution Lifecycle	- Stakeholder discovery and architectural trade-off communication - Solution lifecycle, handoff, adoption, and operational enablement
Enterprise Integration and Production	- Cost, latency, reliability, and operational design - Enterprise integration architecture and production readiness
Solution Design	- Claude platform and solution architecture - Model, architecture, context, and deployment strategy selection
Governance, Safety, and Risk	- Safety controls and fail-closed system design - Security, compliance, risk management, and governance
Evaluation and Optimization	- Model and architecture optimization - Evaluation design and acceptance criteria

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Anthropic Claude Certified Architect - Professional Sample Questions (Q38-Q43):

NEW QUESTION # 38
You are reviewing a customer-support agent's configuration. Each candidate tool falls into one of four categories: (1) required to complete defined tasks, (2) frequently used and reduces hand-offs, (3) occasionally useful for unrelated work, (4) speculative future utility.
Which categories should typically remain in the agent configuration?

A. All four categories, because broader tool access is categorically better for agent performance regardless of whether the tools map to defined tasks or regular hand-offs.
B. Categories 1 and 2 only, because they map to defined tasks and the agent's regular hand-offs.
C. Only category 4, because speculative future-utility tools provide the most flexibility and should be configured even when no defined task currently requires them.
D. Only category 3, because occasionally useful tools for unrelated work provide broader coverage and should take priority over tools required for the agent's defined tasks.

Answer: B

Explanation:
Category 1 tools are necessary for the agent to complete its approved responsibilities and must remain.
Category 2 tools are also justified when they are regularly used and eliminate predictable hand-offs without expanding the agent beyond its defined operating role.
Categories 3 and 4 create capability bloat. A tool that is occasionally useful only for unrelated work does not belong to this agent's responsibility boundary. A speculative tool has no validated requirement and adds attack surface, context consumption, authorization complexity, evaluation burden, and operational dependencies without demonstrated value.
Tool inclusion should be based on task traceability: every configured capability should map to a documented user journey, responsibility, permission scope, and evaluation case. Anthropic recommends least privilege so that a successful injection or model error can cause minimal damage. Mitigate Jailbreaks and Prompt Injections The architect should periodically review tool-call telemetry and remove unused capabilities. New tools can be added when a validated workflow requires them, after security review and evaluation. The objective is not the smallest possible catalog regardless of usefulness; it is the smallest catalog that reliably completes the agent's approved tasks.
Study Guide references/topics: Capability-bloat analysis; tool necessity; hand-off reduction; least privilege; attack-surface management; tool lifecycle review.

NEW QUESTION # 39
You are supporting an engineer whose newly added MCP server does not appear in their Claude Code session.
Which diagnostic step should be tried first?

A. Disable every MCP server in the configuration to isolate the issue, removing all tool access rather than confirming whether the new server is registered.
B. Verify the MCP server is registered using the listing command, then reconnect the session if needed, since configuration changes typically require a restart to take effect.
C. Switch the team to a different Claude product family unrelated to the existing workflow, abandoning the current configuration rather than diagnosing the registration issue.
D. Reinstall the developer's operating system from scratch, discarding all local configuration and tool state before attempting any targeted diagnostic steps.

Answer: B

Explanation:
The first diagnostic action must establish whether Claude Code has loaded the MCP server configuration and whether it can connect to the registered endpoint. The official management command is claude mcp list; within Claude Code, /mcp can also be used to inspect server status. The listing distinguishes registered and connected servers from configurations that require authentication, approval, or connection troubleshooting.
Connect Claude Code to Tools via MCP
If the server was added or its configuration changed after the current session began, reconnecting or restarting the relevant Claude Code session is a proportionate next step. This ensures that configuration state and available tool definitions are refreshed before more intrusive troubleshooting begins. If the server is listed but unhealthy, the engineer can then inspect it with claude mcp get < name > and investigate transport, command path, credentials, workspace approval, or endpoint connectivity.
Options A, B, and D are operationally unsound because they discard working capabilities or environments before confirming the basic registration state. Disabling all MCP servers eliminates useful diagnostic comparisons; changing product families abandons the relevant configuration; reinstalling the operating system is grossly disproportionate and risks destroying evidence needed for diagnosis.
Study Guide references/topics: Claude Code environment configuration; MCP registration; server-status inspection; session refresh; targeted operational troubleshooting.

NEW QUESTION # 40
You are running a discovery engagement for a new Claude-based capability and must complete the requirements-gathering steps before validating with stakeholders.
Which two steps must be completed BEFORE validating the captured requirements with stakeholders? (Select two.) Each correct answer presents part of the solution.

A. Document the consolidated requirements with traceability to the source stakeholder for each item.
B. Identify the non-functional constraints covering latency, cost, audit, data sensitivity, and regulatory needs.
C. Schedule the rollout milestones and dependencies with engineering and product partners.
D. Capture the business goals, success criteria, and the in-scope user population for the engagement.
E. Produce architecture decision records that capture the rationale for major design choices.

Answer: B,D

Explanation:
Requirements must first establish what the capability is expected to accomplish, who will use it, and which constraints bound the solution. Option B captures the business purpose, success criteria, and intended user population. Option E identifies critical non-functional requirements that will influence model selection, integration patterns, deployment boundaries, evaluation design, and operational controls. These inputs must exist before stakeholders can validate whether the captured requirements accurately represent their needs.
Architecture decision records are produced after meaningful alternatives and design decisions exist. Detailed traceability is important but follows the initial elicitation and consolidation process. Rollout scheduling occurs later, after requirements and architecture have been validated. Anthropic likewise recommends defining measurable success criteria and empirical evaluation methods before optimizing prompts or finalizing the implementation. Anthropic: Prompt engineering overview

NEW QUESTION # 41
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. Document the dashboards, alerts, and runbooks for the on-call rotation that will respond.
B. Build the dashboards that surface metrics across slices at the cadence the team operates on.
C. Tune the alert thresholds based on observed normal-state distributions to reduce false positives.
D. Define the service-level objectives (SLOs) and the error budgets the deployment will be held to.
E. Define the metrics and the slices the deployment will monitor across normal and adversarial traffic.

Answer: D,E

NEW QUESTION # 42
You are integrating Claude Code into a team workflow and must complete the design and configuration steps before piloting the integrated workflow with a small group.
Which two steps must be completed BEFORE piloting the integrated workflow? (Select two.) Each correct answer presents part of the solution.

A. Document the integrated workflow with handoff criteria, permission boundaries, and on-call runbooks.
B. Iterate the integrated workflow based on pilot findings before broader rollout to the team.
C. Identify the workflow steps where AI-assisted tooling adds value and where human authority must remain.
D. Negotiate the workflow change with affected teams and obtain formal sign-off from each manager.
E. Configure the project-scope MCP servers, permissions, subagents, and persistent project context.

Answer: C,E

Explanation:
The pilot must test a deliberately designed workflow, not technology added without role boundaries. Option B identifies where Claude provides measurable value and where approval, accountability, or consequential decisions must remain human responsibilities. Option E establishes the technical environment required for consistent pilot execution: repository-shared MCP servers, scoped permissions, specialized subagents, and persistent project instructions. Iteration in Option D necessarily follows observed pilot findings. Formal approval from every manager is unnecessarily broad unless required by organizational governance. Complete runbooks and final handoff documentation mature after the workflow has been validated, although essential pilot procedures must exist. Anthropic documents project-level instructions, permissions, MCP servers, and subagents as complementary mechanisms for team workflows. Claude Code extension overview

NEW QUESTION # 43
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Created: 12/11/2026 06:16:01

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