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Anthropic Claude Certified Architect - Professional Sample Questions:

1. 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) Increase the model sampling temperature so that intermittent issues surface more frequently for analysis.
B) List the configured Model Context Protocol (MCP) servers and inspect server status to identify connection failures.
C) Reproduce the issue with a minimal reproduction case that isolates one variable at a time.
D) File a support ticket with vendor support before any local reproduction or evidence collection.
E) Roll back to the previous Claude Code version immediately to confirm whether the issue is version specific.

2. You are choosing the level of detail for an implementation guide. The audience is a delivery team that will build the deployment.
Which guidance composition best serves them?

A) Component responsibilities and interface contracts only, without sequence diagrams of the dominant flows, configuration parameters with defaults, or runbooks to guide operational tasks.
B) Component responsibilities, contracts between components, sequence diagrams of the dominant flows, configuration parameters with defaults, and operational runbooks.
C) An architecture overview and a list of known limitations, without component-level diagrams, interface contracts, configuration parameters, or operational runbooks to support implementation.
D) An architecture overview and sequence diagrams for the dominant flows, without interface contracts, configuration-parameter tables, or operational runbooks for the delivery team to follow.

3. A managed agent deployment for claims triage has grown from 6 tools to 34 tools over 18 months as product teams added capabilities. Triage accuracy has declined from 91 percent to 78 percent, and average tool- selection latency has increased by 2.3 seconds. A junior engineer has proposed adding a tool-router agent in front of the current agent to filter the tool list per request.
Which two findings should you present to justify capability decomposition before adding the router? (Select two.) Each correct answer presents part of the solution.

A) The 34 tools serve four distinct claim-workflow domains within the triage scope.
B) The router pattern is well documented across publicly available agent literature.
C) Tool descriptions overlap across multiple claim categories within the agent's tool set.
D) Several tools have not been invoked across the most recent 90 days of traffic.
E) The proposed router introduces an additional model call on every incoming request.

4. You are assessing a Claude-based system whose dominant risk is silent quality drift on safety-relevant outputs after a model-version upgrade.
Which assessment activity most directly addresses this risk?

A) Rotate adversarial inputs randomly so no two upgrades are scored on the same set.
B) Maintain an adversarial evaluation set with version-attributed scoring so each upgrade is measured against the same set before promotion.
C) Disable adversarial evaluation entirely during model-version upgrade cycles to reduce evaluation cost, accepting that safety drift will go undetected until it appears in production.
D) Skip evaluation on each model-version upgrade and rely on user-submitted complaints to surface safety drift after the upgraded model has already served production traffic.

5. A revenue projection assistant has missed its monthly cost target by 38 percent. Profiling shows three contributors: a 6,000-token policy preamble repeated on every call (45 percent of cost), retrieval of historical sales chunks averaging 3,000 tokens per call (30 percent), and inference on a flagship-tier model (25 percent).
Stakeholders require that projection accuracy remain unchanged.
Which two optimizations should you sequence first to reduce cost without affecting accuracy? (Select two.) Each correct answer presents part of the solution.

A) Enable prompt caching on the static policy preamble across the recurring calls.
B) Reduce the number of historical sales chunks retrieved across each query run.
C) Switch the workload to a smaller, faster Claude model tier across all queries.
D) Cache common retrieved sales chunks accessed across many of the daily queries.
E) Truncate the policy preamble to remove non-essential clauses from the prompt.

Solutions: