best workflow question: how do you handle AI Testing & Debugging?

[owenfuture25]

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

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

What has worked best for you, and what would you avoid?

 

[aria_112p]

I think best and testing is the key part of this topic. A practical approach is to define the outcome you want, test it with a small example, and then check quality, speed and reliability separately. That way you can improve the workflow without losing track of what caused the improvement.

 

[laura_2qk2]

I think best and testing is the key part of this topic. A practical approach is to define the outcome you want, test it with a small example, and then check quality, speed and reliability separately. It also gives you a cleaner baseline if you want to compare tools or settings later.