I think in code.
To me, having to translate the into natural language for the LLM to translate it back into code makes very little sense.
Am I alone in this camp? What am I missing?
But if you don't have the shape of a solution? Might be faster to have an AI find it. And then either accept AI's solution as is, or work off it.