For LED lights: “Ground is Common”
That means if there’s a (low voltage) Ground on the power supply and on the ESP board and the LED strip,
THEY’RE ALL CONNECTED TOGETHER.
Doesn’t matter what “order” the ground connection is made in, as long as the copper lines all join up somewhere.