I think everyone interested in any of this might also be interested in showyourwork, which uses snakemake, but does a lot more.
@MilesCranmer had a very nice series of posts starting here discussing this, comparing to other tools (including the excellent DrWatson, which I particularly love!), and even providing an example for use with Julia.