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ANALYTICS-ENGINEERING5 MIN READ

Coach an Analyst Away From Joining Raw Tables Directly

Guide a teammate toward reusable dbt layers instead of raw-table shortcuts.

Eli E Senior Analyst The moment Eli says, “I can just join Stripe and HubSpot raw tables in my notebook. The marts are close, but they're missing one owner field and I need the board number in an hour.” You want to preserve Eli's speed and credibility without teaching the team that marts are optional. 1 hr until the board cut-off 2 raw systems with different keys and semantics Coach the principle explicitly Solve the need and upgrade the shared layer The conversation is strongest when you make the reusable path feel like help, not control. Shortcut Win the argument…

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