Your scraper runs fine for 100 profiles. At 10,000 it crashes. At 100,000 it's a dumpster fire.

You've got timeouts. Duplicate records. Missing data. A Postgres database that takes 30 seconds to query. And a cron job that silently failed three days ago — nobody noticed until a client complained.

I've built data pipelines that process millions of...