Prompt Engineering knowledge guide: improving best workflow

[cosmicivy]

A useful way to understand Prompt Engineering is to separate the goal, the input, the model or tool, and the way the output is evaluated.

One important area is best workflow. Define what a good result looks like before changing tools or settings, then test one variable at a time so you can tell what actually improved the outcome.

Another area is cost control. Keep examples of both strong and weak outputs, check important facts or generated code independently, and document settings that produce consistent results.

The main takeaway is that Prompt Engineering becomes much more reliable when the workflow includes clear inputs, repeatable checks, and a way to learn from previous results.

 

[evathewizard]

The point about prompt and engineering is interesting. In practice I would keep the first test simple, record what worked, and only add extra complexity if it solves a specific limitation. That way you can improve the workflow without losing track of what caused the improvement.