I prefer to configure in code because that way I can reason about it in the normal way I reason about code, or I can use code to solve problems in the usual way. E.g. I can "find usages" on a constructor and expect to find where the object is constructed. If there's some common aspect to the construction of several different objects, I can factor that out into a helper method, the same way I would with any other piece of code.