The document discusses the roles of compilers, interpreters, and linkers. A compiler translates source code into assembly code or machine code, while an interpreter translates and executes code line-by-line. Compilation involves preprocessing source code, compiling it to object code, and then linking object files and libraries together to create an executable program.