Comment by ifwinterco

Yes it's potentially a write-heavy workload which also needs to be consistent aka the worst case scenario.

The easy solutions like caching and read replicas don't work and you're forced to go the route of sharding or similar techniques that have much more painful tradeoffs.

I'm not sure if that's why everything keeps breaking but at that scale write-heavy workloads are never going to be easy