Reddit has a very interesting post about what not to do when trying to build a scalable system. While the error is tragic, I think its an excellent design mistakes to learn from. Though the post lacked detailed technical report, we might be able to recreate what happened. They mentioned they are using MemcacheDB datastore, [...]