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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Claude Models, Prompting & Context Engineering | 13% | - Apply context engineering and context management techniques - Select appropriate Claude models based on trade-offs - Mitigate prompt injection, leaks, and jailbreak risks - Design system prompts, templates, and guardrails |
| Topic 2: Integration | 19% | - Integrate Claude with enterprise systems, APIs, and tools - Implement Model Context Protocol (MCP) integrations - Design authentication, authorization, and observability - Integrate with data pipelines and RAG systems |
| Topic 3: Stakeholder Communication & Lifecycle Management | 14% | - Manage stakeholder feedback and expectation alignment - Conduct structured discovery and requirement gathering - Communicate architectural decisions and trade-offs - Document architectures and support full lifecycle phases |
| Topic 4: Developer Productivity & Operational Enablement | 7% | - Configure Claude tools and environments for teams - Improve developer workflows with AI-assisted tooling - Support debugging, monitoring, and operational resolution |
| Topic 5: Governance, Safety & Risk Management | 14% | - Manage data privacy and security compliance - Implement guardrails and safety controls - Ensure regulatory compliance (GDPR, HIPAA, etc.) - Address ethical AI considerations and bias mitigation |
| Topic 6: Solution Design & Architecture | 17% | - Translate business problems into Claude-based AI solutions - Align solutions to business value pillars - Design end-to-end architectures and feedback loops - Design multi-agent systems and orchestration strategies - Select architectural patterns: workflow, agentic, augmented LLM |
| Topic 7: Evaluation, Testing & Optimization | 16% | - Define evaluation metrics and success criteria - Optimize performance, prompting, and model selection - Implement iterative improvement pipelines - Test accuracy, reliability, latency, and cost |
1. The compliance team at a firm has approved a Claude Skill that generates client-facing investment summaries. The Skill includes the firm's required disclaimers and prohibited-language list. A product manager has asked whether additional guardrails are needed at the application layer or whether the Skill alone is sufficient.
Which two guardrail responsibilities should remain at the application layer rather than the Skill? (Select two.) Each correct answer presents part of the solution.
A) Verify the requesting user is authorized to generate investment summaries at all.
B) Apply the disclaimer template that the compliance team has standardized firm-wide.
C) Apply the prohibited-language list that the compliance team maintains and updates.
D) Format output sections according to the firm's standardized house style guidelines.
E) Log every generated summary to the firm's compliance audit trail for retention.
2. An engineering organization is adopting Claude Code across 200 developers. A team lead proposes that AI- generated pull requests bypass standard code review for changes under 50 lines because small changes are considered low risk and review capacity is constrained.
Which two Diligence-competency objections should you raise? (Select two.) Each correct answer presents part of the solution.
A) Removing review eliminates the verification mechanism required for AI-generated output across the workflow.
B) Code-review capacity should be expanded to handle every code change submitted across the team.
C) Line count is a poor proxy for the actual risk introduced by a code change.
D) The threshold should be increased to 200 lines to capture more changes.
E) AI-generated pull requests should be rejected by default across the organization.
3. You are reviewing a peer's Claude Code permission rules for an enterprise rollout. The rules grant unrestricted Bash access to all projects across all developers.
Which response is most appropriate?
A) Approve the unrestricted Bash access as written on the grounds that narrowing the rules would add configuration complexity, accepting the full attack surface for all engineers across all projects.
B) Disable all permission rules for the enterprise rollout so every command across every project runs without any tool-pattern scoping or explicit deny rules for sensitive operations.
C) Add unrestricted access to additional tool categories as well, so that Bash is not asymmetrically more permissive than other tools, expanding the attack surface further in the name of consistency.
D) Replace unrestricted Bash with narrowly scoped tool patterns that allow only the specific commands the workflows require, and add explicit deny rules for sensitive operations.
4. You are identifying the highest-impact optimization for a deployment whose token cost is dominated by a long, repeated system prompt and a large retrieved context per request.
Which optimization most directly targets the dominant cost driver?
A) Switch every request to the heaviest available model to maximize output quality, accepting that higher per-request inference cost compounds rather than addresses the dominant cost driver.
B) Increase retrieval depth on every request to maximize recall, worsening the dominant cost driver by adding more retrieved tokens per request rather than reducing them.
C) Add additional repeated content to the system prompt to give the model more guidance.
D) Move the long, repeated system prompt into a cacheable prefix and trim retrieved context to the spans relevant to each query.
5. You are building a feedback-and-alignment routine for a multi-stakeholder deployment.
Which two practices belong in the routine? (Select two.)
Each correct answer presents a complete solution.
A) Rotate facilitation among the participating stakeholder groups to share ownership of the routine.
B) Set a regular cadence for revisiting expectations and assumptions as conditions evolve over time.
C) Record each session and distribute the recording to stakeholders who could not attend live.
D) Escalate any disagreement among stakeholders to the executive sponsor for binding resolution.
E) Reconcile divergent stakeholder positions explicitly rather than papering over them in the moment.
Solutions:
| Question # 1 Answer: A,E | Question # 2 Answer: A,C | Question # 3 Answer: D | Question # 4 Answer: D | Question # 5 Answer: B,E |
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