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Anthropic Claude Certified Architect - Professional Sample Questions:

1. 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?

A) Cache the filing as the prompt prefix for reuse across the 14 queries per case.
B) Index filings in a vector store and retrieve only the relevant passages per query.
C) Move the workload to a smaller Claude model to reduce the per-token cost paid.
D) Summarize each filing once at intake and run all subsequent queries against the summary.

2. 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) Disable every MCP server in the configuration to isolate the issue, removing all tool access rather than confirming whether the new server is registered.
B) Switch the team to a different Claude product family unrelated to the existing workflow, abandoning the current configuration rather than diagnosing the registration issue.
C) Reinstall the developer's operating system from scratch, discarding all local configuration and tool state before attempting any targeted diagnostic steps.
D) 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.

3. You are supporting a team whose Claude Code sessions consistently load 60 or more MCP tools from many servers, exhausting context budget before the session begins.
Which adjustment most directly addresses this issue without removing capability?

A) Add additional MCP servers to give the team more capability, which increases rather than reduces the number of tool definitions loaded into the session's context budget.
B) Increase the prompt's verbosity with additional instructions and context, which consumes more of the context budget rather than reducing the tool-definition overhead causing the issue.
C) Enable Tool Search so tool definitions are deferred and discovered on demand rather than loaded into context upfront.
D) Disable every MCP server in the configuration to free up context budget, accepting that the team loses all tool access and cannot perform any MCP-dependent task in the session.

4. You are auditing a procurement-assistant agent whose defined responsibility is to draft purchase requests for review.
For each tool currently configured on the agent, select yes if the tool should remain after a least-privilege audit. Otherwise, select no if it should be removed.

5. A loan pre-qualification assistant shows 94 percent approval recommendations that match the human underwriter decision. The fairness team has reviewed approval rate parity across protected groups and reported no significant difference. A board member has asked whether this evidence is sufficient to declare the assistant fair.
Which two Discernment-competency findings should you report? (Select two.) Each correct answer presents part of the solution.

A) A larger sample is needed before any meaningful fairness claim can be made about the model.
B) The 94 percent match rate is sufficient evidence of fairness for the assistant's decisions.
C) Approval rate parity does not by itself assess error rate parity across protected groups.
D) Match with human underwriters does not establish freedom from underwriter-introduced bias.
E) The fairness team's review process likely missed at least some of the protected groups studied.

Solutions: