I’d encourage everyone, who finds this appealing to check out how Ecto works in Elixir. It’s all functional & immutable goodies and pipelines are built into the language and idiomatic.

Definitely looks weird at first glance (and Ecto is kinda weird even if you’re familiar with Elixir), but it’s such a joy to use once you grok it.