We spent a full day on a catalog parser that broke "randomly": half the runs came out clean, half garbage. The retailer was A/B testing a new layout, so we'd been scraping two different sites without knowing it.
Now every parse failure saves the raw page before it alerts. Cheapest debugging habit we have. You probably have one log line of your own that you'd never ship without.