I've made a small incremental release on Django Better Cache, adding a from_miss() method to handle cache misses in CacheModel objects. Now, you can define your cache model and how it initializes data when the cache is empty, and perform all your lookups through the CacheModel, expecting misses to auto-populate for you. You can see a quick example of the new functionality below, but I have also made large improvements to the documentation hosted over at ReadTheDocs , so go read the full docs right now, if you are interested. from bettercache.objects import CacheModel from django.contrib import auth class User(CacheModel): username = Key() email = Field() full_name = Field() def from_miss(self, username): user = auth.models.User.objects.get(username=username) self.email = user.email self.full_name = user.get_full_name() If this get() does not find the object in the cache, it will create a new User instance and call from_miss() wit