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It doesn’t just magically work. You have to configure Django for Elastic Beanstalk, as described in the EB documentation: you provide a configuration file which points to the WSGI module.
In any case, it wouldn’t use runserver, as the development server is absolutely not for production use.
Source:stackexchange.com