However, in general, you can easily shoot yourself in the foot with a handwritten parser, because you can't see the conflicts by looking at the code locally.
Conflicts is generally one of the least interesting problems in writing a parser unless you're designing a new language, and especially when hand writing recursive descent parsers, potential conflicts/ambiguities tend to become obvious quickly.
For prototyping a new language, sure, use a parser generator to test the grammar.
I too fall in the category of loving the idea of parser generator (and having written a few) but always falling back on hand-written parsers because the generators I've seen have all been inadequate. I hope that chances some day.