The fastest way to build an AI astrology feature is obvious: send chart data to a language model and ask for a profile. The result may read well, but several engineering questions immediately become harder.

Can the same input reproduce the same judgment?

Can a sentence on screen be traced back to a calculated condition?

Can an editor repair an explanation without silently changing the matcher?

Can a model update change prose while leaving the product's labels untouched?