deployment: which workflow works best for Datasets?

[rubythelegend]

I have a question about Datasets that may be useful for other people working with it too.

I am particularly interested in deployment and automation. I would like to compare approaches that people have actually used rather than just theoretical suggestions.

What has worked best for you, and what would you avoid?