Just exchange json.

Backend in python/ruby/go/rust.

Frontend in javascript/typescript.

Scripts in bash/zsh/nushell.

One upon a time there was a low amount of friction and boilerplate with this approach, but with Claude and Codex it’s changed from low to none.