You can't prove away chlamydia or an unwanted pregnancy, but you can provably eliminate whole classes of logic errors by having more powerful type systems.
100%. Compilers for the win for sure. It was a big reason why I started to write Java code and move away from PHP. This lead me to co-found Java @ Apache.