Capital Sharp S in German orthography

Mark Dominus points to an article from typography.guru: The Capital Sharp S in now part of the official German orthography.

I would be supposed to be learning German but as of today my exposure is still quite limited. I think the only times when I see the letter ß is when reading street signs.