A system and methods for generating metadata based on source code are disclosed. In accordance with one embodiment, a computer system receives a command to compile source code, and in response to the command, generates an executable and a metadata file based on the source code, where the metadata file comprises information pertaining to at least one of a scalar type of the source code, a variable of the source code, or a function of the source code.