How do you improve troubleshooting when working with AI Freelancing?

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

I am particularly interested in troubleshooting and real-world use. I would like to compare approaches that people have actually used rather than just theoretical suggestions.

Which approach would you recommend and why?