High CPU with Low Queue Points to Application Code Inefficiency

When CPU usage exceeds 80% but request queues remain empty and response times are slow, the bottleneck is CPU-intensive application code (inefficient algorithms, excessive serialization, regex operations) rather than I/O wait.

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