Your logs are rich enough to debug incidents and also rich enough to create a privacy risk. How would you handle that tradeoff?

Instruction: Describe how you would balance observability with privacy and data minimization.

Context: Tests how the candidate diagnoses the problem, chooses the safest next step, and reasons through recovery. Describe how you would balance observability with privacy and data minimization.

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I would minimize and tier the logs. Keep enough structure to debug system behavior, but redact or tokenize sensitive fields, restrict access, shorten retention where possible, and separate highly sensitive traces from routine observability data.

I also like purpose-specific logging. Not every operator needs the...

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