Updated: Aug 21, 2026
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1. A Claude Architect is reviewing a post-deployment performance report for an AI-assisted legal-document summarization system. The report includes these observations:
* Average summarization time decreased from 47 minutes to 6 minutes per document.
* Associates spend less time on summaries, but overall billable output has not measurably changed.
* Infrastructure costs increased by 22% because redundant retry logic generated additional API calls.
* Some summaries require attorney correction, adding an average of 8 minutes of review per document.
Which analysis correctly attributes each observation to the appropriate business-value pillar?
A) Observation 1 indicates an efficiency gain; Observation 2 shows that productivity has not yet been realized; Observation 3 is a solution-cost issue; Observation 4 is an efficiency loss that partially offsets Observation 1.
B) Observation 1 is a transformation outcome; Observation 2 is an efficiency gain; Observation 3 is a performance-SLA degradation; Observation 4 is a solution-cost issue.
C) Observations 1 and 4 together indicate a net performance-SLA improvement; Observation 2 is a transformation gap; Observation 3 is a productivity drain from over-engineering.
D) Observations 1 and 2 both indicate efficiency gains; Observation 3 is a solution-cost issue; Observation
4 is a performance-SLA issue.
2. You are preparing an operational runbook for a Claude-based service.
Which content is essential to include in the runbook?
A) Alert definitions and triage steps only, without escalation paths, rollback procedures, or references to dashboards and logs for on-call use.
B) Dashboard and log references only, without alert definitions, triage steps, escalation paths, or rollback procedures for the on-call engineer to act on.
C) Escalation paths and rollback procedures only, without alert definitions, triage steps, or dashboard references to guide initial incident response.
D) Common alerts and their triage steps, escalation paths, rollback procedures, and references to the relevant dashboards and logs.
3. You are supporting an engineer whose newly added MCP server does not appear in their Claude Code session.
Which diagnostic step should be tried first?
A) Verify the MCP server is registered using the listing command, then reconnect the session if needed, since configuration changes typically require a restart to take effect.
B) Disable every MCP server in the configuration to isolate the issue, removing all tool access rather than confirming whether the new server is registered.
C) Reinstall the developer's operating system from scratch, discarding all local configuration and tool state before attempting any targeted diagnostic steps.
D) Switch the team to a different Claude product family unrelated to the existing workflow, abandoning the current configuration rather than diagnosing the registration issue.
4. You are integrating AI-assisted tooling into the team's documentation workflow. The team wants generated documentation that stays grounded in the actual code.
Which integration approach best fits this requirement?
A) Generate documentation from the model's training-data recall without reading any of the actual repository code, accepting that the output will not reflect the current implementation.
B) Disable all filesystem and code-search tools so the subagents cannot read any repository code, accepting that documentation generation will be entirely disconnected from the actual implementation.
C) Have the subagents publish generated documentation directly to the public-facing site without passing through the team's normal review workflow or any human approval step.
D) Configure subagents that read the relevant code files via filesystem and code-search tools, generate the documentation, and emit changes through the team's normal review workflow.
5. Engineering leadership wants to roll out Claude Skills to 280 developers across 14 teams. Skills will encode internal coding standards, code-review checklists, and incident-postmortem templates. Leadership has asked how to govern Skill authorship so that Skills remain trustworthy without bottlenecking on a single central team.
Which governance model should you recommend?
A) Centralized authorship by a single platform team responsible for every Skill produced.
B) Per-developer authorship across the 280 engineers with no team-level coordination required.
C) Fully decentralized authorship across the 14 teams with no review before publication.
D) Federated authorship across the 14 teams with a central review and publication gate.
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: D | Question # 3 Answer: A | Question # 4 Answer: D | Question # 5 Answer: D |
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