It was briefly mentioned in QUICKSTART but somehow managed
to evade the commandlines provided.  And while at it, let's
make errors like this more explicit to avoid extra lookups.
Oh, and fix QUICKSTART so that readers miss the hassle. :)

Thanks Vladimir Karpinsky for pointing this problem out.