AI Testing & Debugging — what is changing around setup showcase?

leah_y35

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Sep 5, 2026
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I wanted to start a broader setup showcase thread around AI Testing & Debugging.

A useful angle is prompt design, but it also connects with collaboration. Different tools and workflows can produce very different results even when the goal is similar.

It would be interesting to compare practical examples, experiments, setups, or lessons that show where AI Testing & Debugging is genuinely useful and where it still needs improvement.

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For AI Testing & Debugging — what is changing around setup showcase?, I would separate the problem into setup, output quality and repeatability. testing and debugging fits into that because it can change the result quite a lot depending on the workflow. That way you can improve the workflow without losing track of what caused the improvement.