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We frequently do analysis in notebooks, but then the code needs to be shared in other contexts. While it’s possible to import code from notebooks, factoring shared code into libraries is a more maintainable option. This technote lays out suggestions for best practices when writing code in a hybrid interactive analysis/shared library mode.