The document discusses the problems with using plain SQL queries, including that they are not type-safe and errors cannot be caught until runtime. It introduces QueryDSL as an alternative that allows type-safe queries in Java. QueryDSL converts query objects to SQL and can catch errors during compilation rather than runtime. The document suggests using QueryDSL with Spring Data JPA to take advantage of these benefits when querying data.