Chris Constantine from Recall.ai details the troubleshooting process of a peculiar bug causing audio artifacts in their system. After a rapid growth in infrastructure, their migration away from Kubernetes resulted in customers hearing popping noises in captured audio. A complex debugging journey led to identifying excessive debug logs as the source, overwhelming a virtual serial device and inadvertently starving the CPU required for clear audio processing.