testing: which workflow works best for Prompt Engineering?

[sophia_maker]

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 useful tools. 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?

 

[luciapanda]

The point about testing and workflow is interesting. In practice I would keep the first test simple, record what worked, and only add extra complexity if it solves a specific limitation. That should make it easier to tell whether the change is actually helping.

 

[sienna_2492]

On testing: which workflow works best for Prompt Engineering?, the part about testing and workflow stands out to me. I would test one small workflow first, keep the variables consistent, and compare the result before changing several things at once. That way you can improve the workflow without losing track of what caused the improvement.