Could you be more specific? GraphQL itself as a query language does not handle much. For a given query, a GraphQL back-end normally needs to do some non-trivial work with the database. Doing that efficiently is hard. It is easy to encounter all the typical problems here. I don't see how GraphQL particularly helps.