I tried the experiment of .js files driven by typescript in JSDocs for around 10k lines and there is a night and day difference in what you can express, how and reuse it at the type level.
Name one thing you can't do.
To clairfy, if I am sharing types between modules I tend to use .d.ts files. Still no transpiling needed.
