Why Does “Notice: Undefined Variable” or “Notice: Undefined index” all of a sudden show up in my PHP Code?

It’s a beautiful day, you make it to work and all of a sudden, out of no where, see PHP Notices like Notice: Undefined Variable, Notice: Undefined index, or Notice: Undefined offset. These errors might look something like the example below: