Enums & validated models

Two everyday data-modelling patterns close out the pillar. An enum replaces a scatter of magic strings with a small, closed set of named members — safer, self-documenting, and impossible to mistype. A validated model applies the "parse, don't just store" principle: data is checked and normalised at the boundary, so the rest of your program only ever sees valid values (the idea behind libraries like pydantic).