When scraping moves beyond a handful of pages, the architecture required changes significantly. A script that works on one page rarely survives contact with thousands. Queues fill up, proxies get blocked, parsers break on layout variations, and storage becomes a bottleneck. Understanding what each layer of a large-scale setup actually does helps clarify where effort is worth spending and where it is not. The core layers every large-scale scraping system needs A production scr