Linus Torvalds purchased an Intel 80386-based IBM PC clone. This purchase was crucial, as it provided him with the hardware necessary to begin his work on the Linux kernel. Prior to this, he had been using MINIX, but the new PC clone allowed him to create a more robust and customized operating system.