What is the best way to approach performance for Prompt Engineering?

[sarah_qrh]

There are several ways to approach Prompt Engineering, so I wanted to compare experiences.

I am particularly interested in performance and deployment. 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?