Anthropic CCAR-P : Claude Certified Architect - Professional

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Anthropic CCAR-P Exam Syllabus Topics:

Anthropic Claude Certified Architect - Professional Sample Questions:

Question 1

A business sponsor has requested an AI solution to "improve customer experience." The sponsor cannot articulate which customer journey is failing, which metric reflects the failure, or which decisions the AI should support. The sponsor is asking you to begin design work next week.
Which delegation-competency action should you take first?

A. Recommend that the sponsor revise the request and resubmit it later for evaluation.
B. Begin prototyping a generic assistant against the broad request before the next deadline.
C. Facilitate a structured discovery to define the failing decision and the target metric.
D. Propose a fixed scope that you commit to by default based on your own assumptions.

Question 2

You are diagnosing a Claude Code session whose subagent uses 50,000 tokens of context before the engineer types a single message.
Which root cause is most likely?

A. The font rendering or display-scaling settings of the IDE are converting visual output into additional context tokens, causing the high pre-session context consumption.
B. The model has internal personal preferences or default behaviors that silently consume large portions of context budget before any user message is processed, independent of tool configuration.
C. The developer's keyboard layout or input-method configuration is the cause of the elevated context consumption, introducing extra tokens before the engineer types any message.
D. Many MCP servers are configured, each contributing tool definitions to the context budget; Tool Search is not enabled, so all definitions load upfront.

Question 3

You are selecting a pattern for a compliance Q & A assistant that must answer policy questions with citations to the authoritative internal source set. Latency, cost, and audit predictability are prioritized.
Which pattern is the best fit?

A. A pure agent loop with open web-browsing tools to surface the most current policy information, without constraining retrieval to the authoritative internal corpus.
B. Augmented LLM with retrieval-augmented generation over the indexed authoritative corpus and citation rendering on each answer.
C. Multi-agent orchestration with a planner, researcher, and writer agent for every query.
D. A static prompt with the entire policy corpus concatenated into every request.

Question 4

You are compiling continuity practices that span the deployment lifecycle.
Which two practices belong on the list? (Select two.)
Each correct answer presents a complete solution.

A. Carry the evaluation framework and reference set forward across iterations rather than rebuilding each time.
B. Lock decisions made in early phases to prevent revisiting them as later phases begin.
C. Archive every phase deliverable in long-term storage to preserve a record of what was produced.
D. Maintain a stakeholder register and notify the listed parties at every phase transition event.
E. Capture lessons learned at the end of each phase and surface them as inputs to the next phase.

Question 5

You are assessing a Claude-based system whose dominant risk is silent quality drift on safety-relevant outputs after a model-version upgrade.
Which assessment activity most directly addresses this risk?

A. Skip evaluation on each model-version upgrade and rely on user-submitted complaints to surface safety drift after the upgraded model has already served production traffic.
B. Rotate adversarial inputs randomly so no two upgrades are scored on the same set.
C. Maintain an adversarial evaluation set with version-attributed scoring so each upgrade is measured against the same set before promotion.
D. Disable adversarial evaluation entirely during model-version upgrade cycles to reduce evaluation cost, accepting that safety drift will go undetected until it appears in production.

Solutions: