How do you improve testing when working with General AI Coding?

[lilyjourney]

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

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

What would you tell someone trying this for the first time?