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| Section | Weight | Objectives |
|---|---|---|
| Claude Models, Prompting & Context Engineering | 13% | - Claude model selection and trade-offs - Prompt reuse and context engineering strategies - Guardrails - Context window optimization - System prompts and prompt templates |
| Governance, Safety & Risk Management | 14% | - Regulatory and compliance requirements - Human-in-the-loop validation - AI safety and guardrails - Security and risk management - Ethical AI considerations |
| Integration | 19% | - RAG pipeline design
- Authentication and authorization analysis - Claude integration mechanisms
|
| Evaluation, Testing & Optimization | 16% | - Evaluation metrics and datasets - A/B testing - Evaluation framework design - Cost and performance optimization - Production monitoring and optimization - System issue diagnosis |
| Solution Design & Architecture | 17% | - End-to-end architecture design - Translating business problems into Claude-based AI solutions - Architectural patterns
- Decomposition techniques for complex problem solving - Multi-agent systems and orchestration |
| Stakeholder Communication & Lifecycle Management | 14% | - Stakeholder management - Architecture documentation - Solution lifecycle management - Communicating architectural decisions - Service-level agreements - Discovery and requirements gathering |
| Developer Productivity & Operational Enablement | 7% | - Debugging and operational issue resolution - Developer enablement - Claude tooling configuration for teams - AI-assisted developer workflows |
>> Anthropic CCAR-P Study Reference <<
The candidates can test themselves for the Claude Certified Architect - Professional exam day by attempting the Claude Certified Architect - Professional CCAR-P practice test on the software. There is preparation material available on the CCAR-P Practice Exam software by ActualtestPDF to study for the Anthropic CCAR-P test.
NEW QUESTION # 26
A technical team is cataloguing risks specific to Claude's use in a document-grounded Q & A system.
Which two items represent failure modes intrinsic to LLM-based systems rather than generic software defects? (Select two.)
Answer: B,D
NEW QUESTION # 27
You are integrating human review into a high-volume classification pipeline where reviewing every output is infeasible.
Which sampling strategy best balances throughput with quality oversight?
Answer: D
Explanation:
Risk-stratified sampling concentrates limited reviewer capacity where error consequences and uncertainty are greatest. All low-confidence and high-impact cases should receive mandatory review, while random sampling of routine high-confidence outputs provides an unbiased signal for drift, unexpected failure modes, and overconfident errors. Complaint-only monitoring discovers defects after harm occurs. Reviewing only high- confidence cases systematically ignores the most dangerous outputs. Universal review provides maximum coverage but contradicts the stated throughput constraint and may create queues that undermine service objectives. The sampling policy should define confidence calibration, impact categories, escalation thresholds, review SLAs, and periodic adjustment based on observed error rates. Reviewer decisions should feed the evaluation dataset so monitoring quality improves over time.
NEW QUESTION # 28
You are distinguishing functional from non-functional requirements during discovery.
Which item is a non-functional requirement?
Answer: D
Explanation:
Option D defines a measurable performance characteristic rather than a business capability. The requirement specifies a percentile-based latency threshold-under 800 milliseconds at the 95th percentile-and ties that threshold to the expected workload volume. It therefore describes how well the system must operate under defined conditions.
Options A, B, and C are functional requirements. They describe actions the solution must perform: extracting fields and creating a downstream record, producing an editable draft, and assigning tickets to categories.
Functional requirements define observable system behaviors or outputs.
A strong non-functional requirement must include a metric, threshold, measurement method, and operating condition. For Option D, the architect should further define whether latency is measured end-to-end or only at the model API, the test duration, concurrency, input-size distribution, cache state, timeout behavior, geographic region, and treatment of failed requests. Without those details, teams may report incompatible results while claiming to satisfy the same requirement.
Non-functional requirements for Claude solutions commonly address latency, availability, throughput, cost, privacy, security, recoverability, observability, scalability, and regulatory compliance.
Study Guide references/topics: Structured discovery; functional requirements; non-functional requirements; p95 latency; workload conditions; measurable acceptance criteria.
NEW QUESTION # 29
You are listing characteristics of robust guardrail design for an enterprise deployment.
Which two characteristics belong on the list? (Select two.)
Each correct answer presents a complete solution.
Answer: B,E
NEW QUESTION # 30
You are rolling out a standardized Claude Code configuration to an engineering team and must complete the planning steps before piloting the configuration.
Which two steps must be completed BEFORE piloting the configuration with a small group of engineers?
(Select two.)
Each correct answer presents part of the solution.
Answer: B,E
Explanation:
Before a pilot begins, the architect must understand the workflows being enabled, the associated security boundaries, and the correct ownership of each configuration decision. Option D establishes this foundation.
Organization-wide, non-overridable controls belong in managed configuration, whereas repository-specific MCP servers, shared permissions, and team subagents generally belong in project scope.
Option A then converts those decisions into an initial project baseline that the pilot group can use. The baseline should identify approved MCP endpoints, minimum permission rules, denied operations, subagent responsibilities, configuration ownership, and observable success criteria. Anthropic distinguishes managed, user, project, and local scopes according to who they affect and whether they are shared with the team. Claude Code Configuration Scopes Options B and C are broad-rollout activities and should not occur before pilot evidence is available. Option E is explicitly post-pilot: findings must first be collected before the configuration can be iterated and stabilized.
The correct lifecycle is discovery, boundary definition, baseline design, limited pilot, evidence review, baseline refinement, documentation and training, followed by controlled expansion with a support and rollback process.
Study Guide references/topics: Claude Code rollout planning; scope ownership; MCP baselines; permission design; pilot strategy; operational enablement.
NEW QUESTION # 31
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