I've also found pis to be unreliable in the long term. Even buying good SD cards doesn't help. It's always something. Broken storage, brown out (I'm using the recommended power supply), sudden lack of communication over the eth port, etc.

I've found that just getting an old toughbook is much more reliable for projects that don't require miniaturization.