I saw this German documentary about the egg industry.

They ship the males out of country where they are raised in sheds, then sold to Africa.

I think the best solution is to not buy eggs. A good replacement is mung bean flour. It has similar nutrition and flavor, can be obtained cheaply, and spares chickens from being exploited by humans.