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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Solution Design & Architecture | 17% | - Architectural patterns
- End-to-end architecture design - Decomposition techniques for complex problem solving - Translating business problems into Claude-based AI solutions - Multi-agent systems and orchestration |
| Topic 2: Stakeholder Communication & Lifecycle Management | 14% | - Discovery and requirements gathering - Service-level agreements - Stakeholder management - Architecture documentation - Communicating architectural decisions - Solution lifecycle management |
| Topic 3: Developer Productivity & Operational Enablement | 7% | - Claude tooling configuration for teams - AI-assisted developer workflows - Debugging and operational issue resolution - Developer enablement |
| Topic 4: Evaluation, Testing & Optimization | 16% | - A/B testing - Evaluation framework design - Evaluation metrics and datasets - Production monitoring and optimization - Cost and performance optimization - System issue diagnosis |
| Topic 5: Governance, Safety & Risk Management | 14% | - Security and risk management - Regulatory and compliance requirements - Human-in-the-loop validation - Ethical AI considerations - AI safety and guardrails |
| Topic 6: Claude Models, Prompting & Context Engineering | 13% | - Guardrails - Claude model selection and trade-offs - Context window optimization - System prompts and prompt templates - Prompt reuse and context engineering strategies |
| Topic 7: Integration | 19% | - Claude integration mechanisms
- RAG pipeline design
|
A senior architect is preparing briefing materials on a new retrieval architecture. The executive sponsor has requested a summary of the architectural decision. Which framing is most appropriate for that audience?
Correct Answer: B 🗳️
Explanation: Only visible for Free4Torrent members. You can sign-up / login (it's free).
You are supporting an engineer whose Claude Code session reports a permission denial when the engineer expected the action to be allowed.
Which resolution step is most appropriate?
Correct Answer: B 🗳️
Explanation: Only visible for Free4Torrent members. You can sign-up / login (it's free).
A document analysis service processes legal filings averaging 80,000 tokens each. Each filing is queried by attorneys an average of 14 times during a case. The current architecture sends the full filing on every query.
The CFO has asked you to reduce per-query costs while preserving response quality. The security officer requires that filing contents not be stored outside Fabrikam ' s tenancy.
Which optimization approach should you recommend?
Correct Answer: B 🗳️
Explanation: Only visible for Free4Torrent members. You can sign-up / login (it's free).
An architect is reviewing a Claude-based candidate-screening tool prior to deployment. A stakeholder asserts that because the model was not trained on company data, no bias evaluation is necessary.
Which two responses most accurately challenge this assertion? (Select two.)
Correct Answer: D,E 🗳️
Explanation: Only visible for Free4Torrent members. You can sign-up / login (it's free).
You are reviewing a peer's draft architecture decision record (ADR). The ADR states the decision and the technical detail but does not state the alternatives considered or the trade-offs accepted.
Which response is most appropriate?
Correct Answer: A 🗳️
Explanation: Only visible for Free4Torrent members. You can sign-up / login (it's free).
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