I think I was reading about oak/ bourbon for another recipe and it just sounded like it would work with this recipe. I didn't add a whole lot of oak, either. 2 ounces, I think. I mill the toasted grains with the rest of the grains.
If you make it, post back here and let me know how it turns out.