This is a great description in layman’s terms of why it is hard to scale a database. I can see myself using parts of this when talking with friends and family.
There are four main challenges when scaling databases: search, concurrency, consistency, and speed.
Suppose you have a list of 10 names. To find someone, you just go down the list.