Haskell's QuickCheck, AFAIK the first prominent property-based test framework, gained its popularity partly because it eliminated a good part of the tedium by inferring the sampling strategies from the types (which in idiomatic Haskell are, due to liberal use of opaque type synonyms, often quite a bit more specific than in any other non-dependently-typed language I've seen). Which does not free the programmer from writing down the properties themselves—in that respect your objection is valid—, but IME still makes it quite a bit more ergonomic than e.g. Python's otherwise functionally equivalent Hypothesis.