Well I double checked the lines and the tightness of the clamps and all seems good. The lines, clamps, filter and pump are all fairly new. Even though the pump is new, I guess there still is the possibility that the diaphragm could be bad. I really don't know how to check that.
Here's some pics of the lines and components.
Pump, lines, filter are all less than a year old supposedly.

This is the most amount of fuel that will be seen in the filter. About 1/5th full.