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Refactor Apex Trigger Governor Limits

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Your question is Refactor Apex Trigger Governor Limits. Take a moment with it on the right.

Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).

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Problem

Walk me through how you would refactor an Apex trigger that is currently hitting SOQL 101 governor limits during bulk data loads.