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| Section | Weight | Objectives |
|---|---|---|
| Stakeholder Communication & Lifecycle Management | 14% | - Document architectures and support full lifecycle phases - Conduct structured discovery and requirement gathering - Manage stakeholder feedback and expectation alignment - Communicate architectural decisions and trade-offs |
| Claude Models, Prompting & Context Engineering | 13% | - Select appropriate Claude models based on trade-offs - Apply context engineering and context management techniques - Design system prompts, templates, and guardrails - Mitigate prompt injection, leaks, and jailbreak risks |
| Solution Design & Architecture | 17% | - Align solutions to business value pillars - Select architectural patterns: workflow, agentic, augmented LLM - Translate business problems into Claude-based AI solutions - Design end-to-end architectures and feedback loops - Design multi-agent systems and orchestration strategies |
| Integration | 19% | - Integrate Claude with enterprise systems, APIs, and tools - Design authentication, authorization, and observability - Integrate with data pipelines and RAG systems - Implement Model Context Protocol (MCP) integrations |
| Evaluation, Testing & Optimization | 16% | - Optimize performance, prompting, and model selection - Test accuracy, reliability, latency, and cost - Implement iterative improvement pipelines - Define evaluation metrics and success criteria |
| Governance, Safety & Risk Management | 14% | - Manage data privacy and security compliance - Implement guardrails and safety controls - Address ethical AI considerations and bias mitigation - Ensure regulatory compliance (GDPR, HIPAA, etc.) |
| Developer Productivity & Operational Enablement | 7% | - Improve developer workflows with AI-assisted tooling - Support debugging, monitoring, and operational resolution - Configure Claude tools and environments for teams |
1. 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) Record each session and distribute the recording to stakeholders who could not attend live.
B) Set a regular cadence for revisiting expectations and assumptions as conditions evolve over time.
C) Escalate any disagreement among stakeholders to the executive sponsor for binding resolution.
D) Reconcile divergent stakeholder positions explicitly rather than papering over them in the moment.
E) Rotate facilitation among the participating stakeholder groups to share ownership of the routine.
2. 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) Disable the assistant immediately for all current users without any prior diagnostic analysis.
C) Treat the incident as an anecdotal isolated case and take no further investigative action.
D) Sample recent summaries to estimate the fabrication frequency across the population.
E) Communicate to users that the assistant does not fabricate output as a matter of design.
3. You are preparing an operational runbook for a Claude-based service.
Which content is essential to include in the runbook?
A) Common alerts and their triage steps, escalation paths, rollback procedures, and references to the relevant dashboards and logs.
B) Escalation paths and rollback procedures only, without alert definitions, triage steps, or dashboard references to guide initial incident response.
C) Dashboard and log references only, without alert definitions, triage steps, escalation paths, or rollback procedures for the on-call engineer to act on.
D) Alert definitions and triage steps only, without escalation paths, rollback procedures, or references to dashboards and logs for on-call use.
4. You are selecting a model for a new production workload and must complete the upstream steps before testing candidate models empirically.
Which two steps must be completed BEFORE running a representative sample on a candidate model? (Select two.) Each correct answer presents part of the solution.
A) Select the lightest model that consistently meets the quality bar across the sample.
B) Retest the model choice when a new model version becomes available.
C) Define the quality bar, latency tolerance, and expected volume for the workload.
D) Choose a candidate model based on the requirements profile and known capabilities.
E) Sign off the production rollout plan with the platform and security teams.
5. You are transitioning a Claude-based deployment from design into implementation.
Which handoff package most directly supports a clean transition?
A) The most recent set of design presentation slides without component-level diagrams, interface contracts, an evaluation framework with a reference set, runbooks, or a known-limitations register.
B) A verbal walkthrough conducted on the day of handoff with no written architecture overview, ADRs, component contracts, evaluation framework, runbooks, playbook, or known limitations.
C) Architecture overview, ADRs, component contracts, evaluation framework with reference set, runbooks, on-call playbook, and known limitations.
D) Source code alone with no integrating architecture overview, ADRs, component contracts, evaluation framework, runbooks, on-call playbook, or known-limitations register to support the delivery team.
Solutions:
| Question # 1 Answer: B,D | Question # 2 Answer: A,D | Question # 3 Answer: A | Question # 4 Answer: C,D | Question # 5 Answer: C |
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