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Anthropic Claude Certified Architect - Professional Sample Questions:

1. You are a solution architect designing a Claude-based assistant with access to 60 internal tools across multiple business domains. Loading every tool definition on every request increases token usage and time to first response.
Which design pattern best addresses this issue without sacrificing capability breadth?

A) Hard-code a fixed set of five tools per request to reduce token usage, regardless of whether those tools are relevant to the current task.
B) Increase the maximum context length and load all 60 tool definitions on every request, accepting the higher token cost and latency as necessary for full capability.
C) Use a separate model call to summarize all 60 tool definitions before each user turn.
D) Apply progressive tool discovery so a curated initial subset is exposed and additional tools are loaded on demand based on the task.

2. You are selecting a pattern for a compliance Q & A assistant that must answer policy questions with citations to the authoritative internal source set. Latency, cost, and audit predictability are prioritized.
Which pattern is the best fit?

A) Multi-agent orchestration with a planner, researcher, and writer agent for every query.
B) Augmented LLM with retrieval-augmented generation over the indexed authoritative corpus and citation rendering on each answer.
C) A static prompt with the entire policy corpus concatenated into every request.
D) A pure agent loop with open web-browsing tools to surface the most current policy information, without constraining retrieval to the authoritative internal corpus.

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

4. An architect is reviewing a set of architecture documentation packages before handing off a Claude-based pipeline to an implementation team.
Which two characteristics indicate that a documentation package is sufficient to support implementation without ongoing architect involvement? (Select two.)

A) The document lists all Claude models that were evaluated but does not specify which was selected or why.
B) The document includes the architect's contact information for questions arising during implementation.
C) The document specifies integration contracts, configuration schemas, and expected input/output shapes for each component.
D) The document includes a decision log that records the rationale for key architectural choices and the alternatives rejected.
E) The document provides a high-level narrative description of the business problem without component- level detail.

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) Per-developer authorship across the 280 engineers with no team-level coordination required.
B) Federated authorship across the 14 teams with a central review and publication gate.
C) Centralized authorship by a single platform team responsible for every Skill produced.
D) Fully decentralized authorship across the 14 teams with no review before publication.

Solutions: