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Anthropic CCAR-P Exam Syllabus Topics:

Anthropic Claude Certified Architect - Professional Sample Questions:

1. An operations engineer reports that a Claude-based pipeline began returning malformed JSON responses after a scheduled maintenance window, causing downstream processing failures.
Which two investigative steps most directly isolate the root cause? (Select two.)

A) Clear the prompt cache and resubmit all pending requests to eliminate stale cached prefixes.
B) Compare the current system prompt and output schema configuration against the last known good version from before the maintenance window.
C) Switch to a different Claude model tier to rule out provider-side changes as a contributing factor.
D) Increase the max_tokens limit to determine whether output truncation is causing incomplete JSON structures.
E) Replay a set of premaintenance requests against the current configuration and inspect the raw model output before downstream parsing.

2. You are evaluating a Claude-based deployment for adherence to a specific regulation.
Which two steps must be completed BEFORE mapping deployment data flows to specific regulatory clauses?
(Select two.)
Each correct answer presents part of the solution.

A) Inventory the vendor-provided compliance tooling and confirm which compliance affordances are in place.
B) Document the identified gaps along with recommended remediations and residual risk for sign-off.
C) Identify the applicability of the regulation based on data types, jurisdiction, and audience.
D) Compare the in-place controls against the regulatory requirements to identify any compliance gaps.
E) Schedule the remediation work with the engineering team based on the prioritized gap findings.

3. During an architectural review, the security team identifies a risk that adversarial content injected into retrieved documents could manipulate the model's behavior.
Which mitigation most directly addresses this threat?

A) Restrict outbound tool calls to an approved destination allow-list.
B) Require citations for each claim and constrain responses to source-supported content.
C) Treat all retrieved content as untrusted input and apply input classifiers with output validation.
D) Score outputs against a stable adversarial evaluation set on each model-version change.

4. You are sequencing decomposed components in an invoice-processing pipeline.
For each of the decomposed components, select the execution layer it belongs to: "Pre-Processing," "Model Stage," or "Post-Processing."

5. You are identifying signals that a deployment should re-enter design rather than continue iterating in place.
Which signal most directly indicates the need for a new design cycle?

A) A runbook step requires a clarification edit to improve on-call guidance accuracy, which can be handled as a documentation update without changes to component responsibilities or core contracts.
B) A dashboard alert threshold needs a small numerical adjustment to reduce false-positive noise, which can be handled as an operational configuration change without a new design cycle.
C) A minor copy edit is requested in a customer-facing string within the existing UI, which can be handled as a localized content change without altering component responsibilities or contracts.
D) The system's current architecture cannot meet the new requirements without changes to component responsibilities or core contracts.

Solutions: