Question 1

You are designing a feedback session for a deployment in flight. Which structure best supports productive stakeholder feedback?

Options :

A : Hold an open-ended meeting with no pre-distributed agenda or artifacts, and rely on participants’memory to carry decisions and follow-up owners forward

B : Define a focused agenda, share the artifacts in advance, capture decisions and follow-ups in writing,and confirm action owners and dates

C : Distribute artifacts at the session start rather than in advance, so stakeholders review materials in realtime without preparation before the discussion begins

D : End the session without recording decisions, follow-up items, action owners, or dates, relying onparticipant memory to carry the session’s outcomes forward

Answer: B

Question 2

You are running a risk assessment on a planned Claude-based deployment and must complete the inventory steps before assessing threats against assets. Which two steps must be completed BEFORE assessing threats against assets to estimate likelihood and impact? (Select two.) Each correct answer presents part of the solution.

Options :

A : Document the assessment outcome with risks, mitigations, residual risk, and acceptance owners.

B : Recommend mitigations and residual-risk acceptance for the risks that remain after analysis.

C : Identify the assets that the deployment touches, along with the sensitivity of each asset.

D : Recommend mitigations and residual-risk acceptance for risks that remain.

E : Enumerate the threat actors and attack vectors relevant to the deployment.

Answer: C,E

Question 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.)

Options :

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 goodversion 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 JSONstructures

E : Replay a set of premaintenance requests against the current configuration and inspect the raw modeloutput before downstream parsing

Answer: B,E

Question 4

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?

Options :

A : ugmented LLM with retrieval-augmented generation over the indexed authoritative corpus andcitation rendering on each answer

B : Multi-agent orchestration with a planner, researcher, and writer agent for every query.

C : A pure agent loop with open web-browsing tools to surface the most current policy information,without constraining retrieval to the authoritative internal corpus

D : A static prompt with the entire policy corpus concatenated into every request.

Answer: A

Question 5

You are reviewing a peer’s draft system prompt that contains contradictory instructions: one section says never to speculate beyond the supplied source, while another says to confidently fill in any gaps.Which response is most appropriate?

Options :

A : Add a priority instruction directing the model to evaluate all instructions and apply whichever appearsmost contextually appropriate on each request

B : Remove or rewrite the gap-filling instruction so the prompt consistently constrains the model to sourcesupported content

C : Increase temperature so output randomness masks the contradiction.

D : Keep both instructions and rely on the model to decide which one to follow on each request.

Answer: B

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