The Linux Kernel Explorer is a tool that allows users to explore the Linux kernel codebase in an interactive and guided way. The explorer provides features such as navigation and notes on the side, making it easier for new users to understand the code. The tool is compared to other existing tools, such as Elixir, but is designed to be more accessible and educational. The discussion around the tool reveals its potential and limitations, as well as suggestions for improvement.