Embodiments of the claimed subject matter are directed to methods and a system that allows an application comprising a single code set under the COBOL Programming Language to execute in multiple platforms on the same multi-platform system (such as a mainframe). In one embodiment, a single code set is pre-compiled to determine specific portions of the code set compatible with the host (or prospective) platform. Once the code set has been pre-compiled to determine compatible portions, those portions may be compiled and executed in the host platform. According to these embodiments, an application may be executed from a single code set that is compatible with multiple platforms, thereby potentially reducing the complexity of developing the application for multiple platforms.