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Debugging Production Bottlenecks

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Your question is Debugging Production Bottlenecks. Take a moment with it on the right.

Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).

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Problem

Explain how you would debug a performance bottleneck in a production environment under heavy load. Describe how you would protect users while investigating, narrow the problem using observability data, distinguish between application, database, infrastructure, and dependency causes, and validate a mitigation. Explain how you would communicate status, decide whether to roll back, scale, throttle, or defer changes, and document follow-up actions after service stability is restored.