Terminology and theory: the words, and the reasoning

The vocabulary every later week uses, with the reasoning behind it: CAP and PACELC, ACID, isolation levels and BASE, consistency models, scaling, sharding and consistent hashing, replication and quorums, indexes and LSM trees, caching, queues vs streams, delivery guarantees, sagas, failure handling and error budgets.