It can be difficult to deal with code splitting problems in Vue.js using Webpack, particularly when using state management tools like Pinia. Performance is increased by moving from synchronous to dynamic imports, but module initialization must be handled carefully. Incorrect use of imports results in errors such as "state.getPhotos is not a function".