In 20 years of hosting all kinds of web services, some of them serving over 200m requests per month, a crashing single server was twice a problem.
Dealing with over engineered bullshit, that behaved in strange ways that disrupted the service was far more often a problem.
So, yes, redundancy is something that can be left away, if you're comfortable to be responsible for fixing things at a Saturday morning.