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Anthropic Claude Certified Architect - Professional Sample Questions:

1. You are designing a human-in-the-loop validation workflow for a new Claude-based deployment and must complete the design steps before piloting the workflow.
Which two steps must be completed BEFORE piloting the workflow with a representative subset of traffic?
(Select two.)
Each correct answer presents part of the solution.

A) Identify the decision points in the pipeline that require human oversight by impact and reversibility.
B) Define the sampling strategy and the escalation criteria at each oversight point in the pipeline.
C) Document the workflow with check criteria, escalation paths, and service-level agreements (SLAs) for each step.
D) Onboard the reviewer pool with role-specific training on the check criteria and escalation procedures.
E) Iterate the workflow design based on observed pilot findings before broader rollout to production.

2. After a prompt-template update, several previously passing test cases now produce unexpected outputs.
Which test type is specifically designed to detect this category of failure?

A) Adversarial tests that probe for prompt-injection vulnerabilities.
B) Smoke tests that confirm high-level system availability after the change.
C) Integration tests that validate cross-component pipeline behavior.
D) Regression tests scored against a stable reference set of known-good behavior.

3. You are running a controlled experiment to compare two prompts and must complete the design steps before executing the experiment.
Which two steps must be completed BEFORE running the experiment with random assignment? (Select two.) Each correct answer presents part of the solution.

A) Document the recommendation, the trade-offs accepted, and the alternatives considered.
B) Define the hypothesis and the primary success metric for the comparison.
C) Determine the minimum detectable effect size and the sample size needed for power.
D) Analyze the results against the predefined success metric and significance threshold.
E) Decide whether to promote, reject, or iterate the candidate based on the analysis.

4. You are reviewing a customer-support agent's configuration. Each candidate tool falls into one of four categories: (1) required to complete defined tasks, (2) frequently used and reduces hand-offs, (3) occasionally useful for unrelated work, (4) speculative future utility.
Which categories should typically remain in the agent configuration?

A) Categories 1 and 2 only, because they map to defined tasks and the agent's regular hand-offs.
B) All four categories, because broader tool access is categorically better for agent performance regardless of whether the tools map to defined tasks or regular hand-offs.
C) Only category 3, because occasionally useful tools for unrelated work provide broader coverage and should take priority over tools required for the agent's defined tasks.
D) Only category 4, because speculative future-utility tools provide the most flexibility and should be configured even when no defined task currently requires them.

5. 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) Maintain an adversarial evaluation set with version-attributed scoring so each upgrade is measured against the same set before promotion.
B) Rotate adversarial inputs randomly so no two upgrades are scored on the same set.
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.

Solutions: