The document provides an in-depth guide on kernel debugging techniques using zdebug and kdebug, detailing their functionalities, setup, and advantages. It discusses various parameters and commands for managing debug output, including buffer sizes, message thresholds, and flags for more refined control. Additionally, it introduces practical tools like a debug-sampler bash script for simplifying the debugging process across various kernel flags.