Problems with large tables in Postgres

What happened
Postgres presents pretty predictable performance problems when dealing with large tables. Sharding solves this.
Summary assembled by rule from the sources below

Postgres presents pretty predictable performance problems when dealing with large tables. Sharding solves this.
Summary assembled by rule from the sources below