If your scraping setup works today but you are not confident it will work next week, that uncertainty is not normal. It is a signal worth paying attention to. Most fragile pipelines do not break all at once. They degrade quietly. A field goes missing here, a page returns nothing there, and by the time you notice, the data you were relying on is already compromised. Here are ten signs your current approach may be more brittle than it appears. 1. Your selectors are tied to visu