It appears that the aws go sdk doesn't have support for a configuration association, it looks like it's cloudformation only which sucks. Seeing as how this issue was created 2 years ago, something tells me this isn't going to be implemented soon. In fact, it doesn't look like it's available in the api at all which means that the sdk can't even support it.