It seems like every day I was finding eggs in different places. Outside on the ground. On the coop shelf. In the potato plants. In the rose bushes. In the chicken run. So finally I decided it was time to clip wings on the chickens that were getting out. Turns out it was the same three birds getting out and once I clipped their wings I haven't had any more eggs outside the coop. Should have done it sooner.
On the ground
On the ledge in the chicken coop amongst the chicken poop.
In the potato plants
In the rose bushes
In the dirt of the chicken run