Comment by themonk

I have seen both extreme: no index v/s all column indexed, no cache at all v/s cache at every level.

I have seen caches having more inserts v/s reads.

I have seen them replacing MySQL by NoSQL as it does not scale for them.

This is common for early stage funded startups founded by non tech founders.