Every developer who has built a scraping pipeline has hit the same wall. It works in the demo. It works the first week. Then something changes and the whole thing falls over quietly, returning empty rows or wrong values with no obvious error. The frustration is not that scraping is hard. It is that it keeps breaking in ways that feel unpredictable. The questions below come directly from the patterns developers run into most often once they move past simple static pages. Why d