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Prompt engineering

In Arabic: هندسة الأوامر

AI & language models

The skill of writing, testing and systematically refining instructions for language models so they give accurate, consistent results.

Prompt engineering is the craft of writing good prompts. It covers setting a role, explaining the task step by step, giving examples of the desired output, specifying a format such as a table or list, and stating clear constraints. There are no magic words, just clarity, experimentation and steady refinement.

In AI-powered apps, a small change in wording can noticeably improve or break the quality of answers. That is why developers treat prompts like code: they write them carefully, test them against real cases and keep track of previous versions so they can roll back.

Practical tip: when you dislike a result, do not rewrite everything. Change one thing at a time, such as adding an example or clarifying a constraint, and compare outputs on the same set of questions so you know what actually made the difference.

ExampleInstead of write a product description, you write: write a 50-word description of a summer abaya, in an elegant tone, for a Gulf audience, ending with a call to buy.
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