A compiler converts source code into object code, while a linker links programs to necessary libraries. The process of developing a C program involves opening an IDE, editing code, saving the file, compiling for errors, executing if no errors, and repeating the edit-compile cycle until the program runs successfully and outputs results. More information can be found at the provided blog link.