Prose density for vibe coding
The advantage writers have in the age of AI is their ability to quickly write with extreme specificity.
A non-writer might just prompt “Generate a slide deck visualizer app,” and the results will be fine but random, totally different if you were to run it again in a fresh chat. When you ignore the details of craft, slop fills the gaps. Alternatively, if you can write out 300 words of instructions, including the goals, the aesthetic, the back-end decisions, the features, the data structure and variable properties, etc., you’ll get something to the degree you can visualize it in your head and describe it.
I suppose that is the act of the writer: visualize, then describe. The same applies to vibe coding. The future belongs to those who can think in paragraphs.
Not only can the writer trivially write 50x more than the lazy prompter, they can write with 5x the specificity. Those numbers are arbitrary, but it feels true that a seasoned writer can achieve 250x the semantic density of someone who does not work with words as their dominant output.