Refinement without Specification

The article explains how to migrate a database from a boolean 'is_activated' column to a nullable 'activated_at' column, then to an event-sourcing model, while preserving external properties through refinement mappings. It discusses how these mappings allow legacy code to continue working with transformed data, and examines mutability constraints that may affect refinement validity.