Exploring Prompt Engineering: mistakes and lessons

james_spark

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Sep 5, 2026
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I wanted to start a broader mistakes and lessons thread around Prompt Engineering.

A useful angle is reliability, but it also connects with best workflow. 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 Prompt Engineering is genuinely useful and where it still needs improvement.