You are selecting the documentation set that should accompany a Claude-based deployment at handoff.
Which set is most complete?

• A. Architecture overview, ADRs, component-level diagrams, runbooks for common operations, an on-call playbook, and a list of known limitations.
• B. A verbal handover walkthrough conducted on the day of transition, with no written architecture overview, ADRs, runbooks, playbook, or known limitations captured for future reference.
• C. Code comments scattered across individual source files with no integrating architecture overview, no ADRs, no runbooks, and no on-call playbook to orient operators or new team members.
• D. A single one-page architecture diagram with no ADRs, no runbooks, no on-call playbook, and no list of known limitations to support operators or future maintainers.

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

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

• 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. End the session without recording decisions, follow-up items, action owners, or dates, relying on participant memory to carry the session's outcomes forward.
• C. Define a focused agenda, share the artifacts in advance, capture decisions and follow-ups in writing, and confirm action owners and dates.
• D. Distribute artifacts at the session start rather than in advance, so stakeholders review materials in real time without preparation before the discussion begins.

You are defining escalation criteria for ambiguous cases in an automated workflow.
Which set of criteria best supports consistent escalation?

• A. Escalation at the discretion of whoever is available when the team's on-call engineer has spare capacity, without a defined threshold, category, or ambiguity criterion.
• B. No escalation criteria; the model decides independently on every turn whether to escalate, without explicit confidence thresholds, impact categories, or classifier-based ambiguity flags.
• C. A confidence score below a defined threshold, presence of high-impact decision categories, ambiguity flags raised by content classifiers, and the user's explicit request for review.
• D. Escalation only after an affected customer has contacted support to complain, after the automated workflow has already completed without human review.