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1. You are diagnosing a Claude Code session whose subagent uses 50,000 tokens of context before the engineer types a single message.
Which root cause is most likely?
A) The model has internal personal preferences or default behaviors that silently consume large portions of context budget before any user message is processed, independent of tool configuration.
B) The developer's keyboard layout or input-method configuration is the cause of the elevated context consumption, introducing extra tokens before the engineer types any message.
C) The font rendering or display-scaling settings of the IDE are converting visual output into additional context tokens, causing the high pre-session context consumption.
D) Many MCP servers are configured, each contributing tool definitions to the context budget; Tool Search is not enabled, so all definitions load upfront.
2. 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 includes the architect's contact information for questions arising during implementation.
B) The document specifies integration contracts, configuration schemas, and expected input/output shapes for each component.
C) The document provides a high-level narrative description of the business problem without component- level detail.
D) The document includes a decision log that records the rationale for key architectural choices and the alternatives rejected.
E) The document lists all Claude models that were evaluated but does not specify which was selected or why.
3. 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) Identify the applicability of the regulation based on data types, jurisdiction, and audience.
B) Schedule the remediation work with the engineering team based on the prioritized gap findings.
C) Document the identified gaps along with recommended remediations and residual risk for sign-off.
D) Inventory the vendor-provided compliance tooling and confirm which compliance affordances are in place.
E) Compare the in-place controls against the regulatory requirements to identify any compliance gaps.
4. 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) Apply progressive tool discovery so a curated initial subset is exposed and additional tools are loaded on demand based on the task.
B) 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.
C) Use a separate model call to summarize all 60 tool definitions before each user turn.
D) 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.
5. You are a platform architect designing an internal Claude-based assistant that serves both finance analysts and external auditors. Each population must access only documents permitted by its role.
Where should role-based access control be enforced in the pipeline?
A) Nowhere in the pipeline; rely on the model's general refusal behavior to reject unauthorized document access without any enforced access control.
B) After the response is generated, by post-filtering content that should not have been retrieved.
C) At the retrieval layer, before any role-restricted content reaches the prompt-construction step or the model.
D) Inside the system prompt as a natural-language instruction for Claude to ignore unauthorized documents.
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: B,D | Question # 3 Answer: A,D | Question # 4 Answer: A | Question # 5 Answer: C |
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