**Status**: Drafted from a real incident where a multi-stage data pipeline's smoke tests bypassed the production entrypoint. A field that smoke reported "captured, 5/5 PASS" turned out to be missing in **every single production run** for a month, because smoke called an internal function directly instead of going through the same navigation path production used.
