Bit flips aren’t always bad hardware. I remember an anecdote from Sandia from my HPC days - they found they were getting more bit flips on some machines than others on their cluster and sometimes correlated.

Turned out at their altitude cosmic rays were flipping bits in the top-most machines in the racks, sometimes then penetrating lower and flipping bits in more machines too.