Distribution profiling is a process of taking pristine upstream sources and figuring out how they fit into the distribution in an automated fashion. Native dependency profiling against Python, Ruby and JavaScript packages will be shown in a demo, that is, tracking down what header files and devel libraries are needed for even installing these packages.