Photo Credit - Purdue University
The Mexican bean beetle is quite voracious and can decimate your beans in a couple of days.
Mexican bean beetle (MBB) larvae and adults feed on the underside of leaves between the veins, removing the lower epidermis of the leaf.
More info:
http://entnemdept.ufl.edu/creatures/veg/bean/mexican_bean_beetle.htm
Pictures: