I don't disagree that quality has dropped a bit lately, but I don't think your experience with OS X is typical. I have not had a kernel panic in years. Maybe time you did a clean install.
I suspect RAM issues. OS X isn't great if - say - Chrome eats all the memory. And if the RAM itself isn't rock solid, you will get crashes.
A lot of issues went away when I installed 32GB.