Managing multiple GitHub accounts on one machine requires proper SSH key configuration and Git settings. The setup involves creating separate SSH keys for each account, configuring SSH hosts with specific identity files, using Git's includeIf directive for folder-specific configurations, and organizing projects by directories. This approach prevents accidentally pushing to the wrong account and automates the switching between personal and work repositories.