What gotchas are you thinking about?
> Using Sphinx also requires you to setup and configure Sphinx for your project - even more friction early on.
You can perfectly well RST without Sphinx, it depends what you want to use it for. Obviously, if you want to use for Sphinx, you need Sphinx. But otherwise, you can perfectly well use rst2pdf or rst2html with a standard RST document.