How do you improve testing when working with Prompt Engineering?

[connorforest48]

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

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

Are there any settings, tools, or workflow changes that made a noticeable difference?