Design a red-team program that keeps pace with evolving user behavior.

Instruction: Describe how you would keep adversarial testing current over time.

Context: Assesses whether the candidate can design a practical architecture and explain the main tradeoffs. Describe how you would keep adversarial testing current over time.

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I would combine periodic structured attacks with continuous intake from live user behavior, support tickets, incident reviews, and emerging abuse patterns. A red-team program goes stale quickly if it tests only the attacks the team already knows how to imagine.

I would also track attack classes, not...

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