Your scraping bill started small. Then it doubled. Then it doubled again. And now it is sitting at a number that makes the whole operation feel fragile. This is not an unusual trajectory. Developers building data-dependent products often hit the same pattern: a scraping setup that works fine at low volume becomes increasingly expensive and increasingly unreliable as the product grows. The costs scale faster than the revenue. The service goes down at the worst moments. And the