Extract-Transform-Load: classic data pipeline discipline often treated as black magic. Sergyenko argues Ruby engineers who do migrations and bulk inserts are effectively doing ETL already, and that knowing ETL tooling is useful for interviews but the tools themselves have high thresholds, are hard to integrate with app code, and lead to vendor lock-in.