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| Section | Weight | Objectives |
|---|---|---|
| Evaluation, Testing & Optimization | 16% | - Cost and performance optimization - A/B testing - Evaluation metrics and datasets - Evaluation framework design - Production monitoring and optimization - System issue diagnosis |
| Claude Models, Prompting & Context Engineering | 13% | - Guardrails - System prompts and prompt templates - Context window optimization - Prompt reuse and context engineering strategies - Claude model selection and trade-offs |
| Developer Productivity & Operational Enablement | 7% | - Claude tooling configuration for teams - Debugging and operational issue resolution - AI-assisted developer workflows - Developer enablement |
| Solution Design & Architecture | 17% | - Alignment with business value, cost, performance, and SLAs - Architectural patterns
- Translating business problems into Claude-based AI solutions - Multi-agent systems and orchestration - Decomposition techniques for complex problem solving |
| Stakeholder Communication & Lifecycle Management | 14% | - Architecture documentation - Discovery and requirements gathering - Communicating architectural decisions - Solution lifecycle management - Service-level agreements - Stakeholder management |
| Governance, Safety & Risk Management | 14% | - Security and risk management - Ethical AI considerations - Human-in-the-loop validation - Regulatory and compliance requirements - AI safety and guardrails |
| Integration | 19% | - RAG pipeline design
- Enterprise system integration |
1. A research summarization assistant has been deployed for six months. A user has flagged that a generated summary contained a fabricated citation. The product team has asked whether the incident requires architectural action or whether it is an isolated case.
Which two Diligence-competency actions should you take? (Select two.)
Each correct answer presents part of the solution.
A) Review whether citation-grounding controls exist anywhere in the current generation pipeline.
B) Sample recent summaries to estimate the fabrication frequency across the population.
C) Disable the assistant immediately for all current users without any prior diagnostic analysis.
D) Treat the incident as an anecdotal isolated case and take no further investigative action.
E) Communicate to users that the assistant does not fabricate output as a matter of design.
2. You are reviewing a peer's draft system prompt that contains contradictory instructions: one section says never to speculate beyond the supplied source, while another says to confidently fill in any gaps.
Which response is most appropriate?
A) Keep both instructions and rely on the model to decide which one to follow on each request.
B) Remove or rewrite the gap-filling instruction so the prompt consistently constrains the model to source- supported content.
C) Add a priority instruction directing the model to evaluate all instructions and apply whichever appears most contextually appropriate on each request.
D) Increase temperature so output randomness masks the contradiction.
3. You are compiling a diagnostic toolkit for Claude Code operational issues.
Which two diagnostic actions belong in the toolkit? (Select two.)
Each correct answer presents a complete solution.
A) Roll back to the previous Claude Code version immediately to confirm whether the issue is version specific.
B) File a support ticket with vendor support before any local reproduction or evidence collection.
C) Increase the model sampling temperature so that intermittent issues surface more frequently for analysis.
D) Reproduce the issue with a minimal reproduction case that isolates one variable at a time.
E) List the configured Model Context Protocol (MCP) servers and inspect server status to identify connection failures.
4. A customer support team has proposed delegating customer refund decisions to a Claude-driven workflow with no human review for refunds under 50 USD. The team's reasoning is that small refunds are low-risk and human review would erase the efficiency gain.
Which Delegation-competency principle should guide your response?
A) Delegation should always include human review on every decision the workflow produces.
B) Delegation scope should reflect the type of risk involved, not the transaction size alone.
C) Delegation scope should be set primarily by maximizing efficiency gains across the workflow.
D) Delegation should be avoided entirely wherever financial transactions occur in the workflow.
5. The compliance team has authored a regulatory disclosure procedure that must be applied identically across customer service, sales, and onboarding workflows. The procedure changes when regulators issue updates, currently four to six times per year. You are designing how the procedure will be packaged for use by Claude across all three workflows.
Which two design decisions should you include? (Select two.)
Each correct answer presents part of the solution.
A) Have each workflow team rewrite the procedure for its own context.
B) Reference the same Claude Skill from all three workflow integrations.
C) Package the procedure as a Claude Skill owned directly by the compliance team.
D) Embed the procedure text into each workflow's system prompt at integration time.
E) Store the procedure in a shared retrieval corpus accessed by all three workflows.
Solutions:
| Question # 1 Answer: A,B | Question # 2 Answer: B | Question # 3 Answer: D,E | Question # 4 Answer: B | Question # 5 Answer: B,C |
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