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> The "You are an expert software engineer" really helps?

Anecdata, but it weirdly helped me. Seemed BS for me until I tried.

Maybe because good code is contextual? Sample codes to explain concepts may be simpler than a production ready code. The model may have the capability to do both but can't properly disguished the correct thing to do.

I don't know.

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Maybe it's not the "expert", but "software engineer" part that works? Essentially it's given a role. This constrains it a bit; e.g. it's not going to question the overall plan. Maybe this helps it take a subordinate position rather than an advisor or teacher. Which may help when there is a clear objective with clear boundaries laid out? Anyway, I will try myself and simply observe it if makes a difference.

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