abstract: I will describe joint work with Elia Bruè and Alessandro Pigati, where we characterised 3-dimensional RCD spaces homeomorphic to 3-manifolds in terms of blow-ups. I will discuss analogies and differences with the more classical case of Alexandrov spaces and point out a few open questions.