For media companies, the pace of technological change can be unforgiving. The New York Times, well-staffed as it may be, is no exception. To meet rapidly changing business goals and reader expectations, the tech team there recently pulled off a redesign that required overhauling the backend of one of the biggest news sites on the planet.

As you might imagine, things got complicated.

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