How do you improve testing when working with llama.cpp?

[benbuilds41]

I am trying to improve my approach to llama.cpp and could use some practical advice.

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

Which approach would you recommend and why?