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For reasons passing understanding, heroku doesn't ship sqlite, breaking the python stdlib version of sqlite3.
The workaround relies on a custom buildpack, but it's better than nothing, and I'm working on getting this sorted on heroku's end—either by getting sqlite available in the default environment, or by rolling my changes to the buildpack into the mainline one.