TL;DR: This is a step-by-step tutorial on the quickest way to add observability to any data ingestion pipeline — whether you’re scraping or using an API.

Anything that fetches data at scale has a class of failure that error handling won’t catch. Not because your error handling code is bad (it probably isn’t) but because retries that eventually...