When a Linux server runs out of memory: graceful recovery vs immediate scaling

The memory pressure dilemma: recover gracefully or scale fast? Picture this: it's Black Friday, traffic is spiking, and your monitoring dashboard shows memory usage climbing toward 95%. What's your move? Try to weather the storm with kernel-level recovery mechanisms, or immediately spin up more re