We give an account of old and new results concerning many types of non-Kähler metrics, with focus on the problem of
their coexistence on compact complex manifolds, and their behaviour at deformations and blow-up. We also
describe a mechanism that several authors have used to construct examples of nilmanifolds admitting metrics with certain properties.