Question 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.)

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 2

You are reviewing an integration specification for security gaps. Which two findings constitute valid security gaps in the specification? (Select two.) Each correct answer presents a complete solution.

Options :

A : Tool calls execute server-side under a least-privilege service principal scoped to the requested action.

B : Service credentials are placed in the prompt context, where they can leak into logs and traces.

C : Role-based access control is enforced only at the response-rendering layer after the model accessesrestricted data

D : Per-user OAuth tokens are exchanged with scope-restricted permissions and refreshed within the activesession

E : Tool inputs and outputs are encrypted in transit using transport-layer security between services.

Answer: B,C

Question 3

You are evaluating retrieval-strategy claims used by a peer team. For each claim, select yes if the statement is generally accurate. Otherwise, select no.Please review the explanation below to find the correct answer.Do you know the answer?

Options :

A : Yes, I know it

B : No, I am not sure

Answer: A

Question 4

A pilot AI assistant for procurement specialists shows 89 percent first-response acceptance, but follow-up surveys reveal that specialists frequently override the assistant’s vendor recommendations after considering criteria the assistant did not evaluate. The pilot owner wants to ship the assistant unchanged because of the strong acceptance rate. Which two Discernment-competency observations should you raise BEFORE approving the launch? (Select two.)

Options :

A : The acceptance rate alone proves readiness for general production use.

B : The survey response rate may not be statistically representative of all specialists.

C : The unconsidered criteria represent a scope gap in the assistant’s input space.

D : Acceptance does not establish whether recommendations remain correct after specialist review.

E : The pilot duration was probably too short to demonstrate reliability across the full year.

Answer: C,D

Question 5

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