Agreed. I tend to think of it like this.

Runtime config is a pure function of environment.

A versioned binary/artifact should be the same across environments.

Release stage is a property of environment. (local/dev -> preview/staging -> prod)

If behaviour or value of something changes across environments it belongs as config and not code.