Fresh hatch chiles are pretty common in local grocery stores in the American Southwest in the late summer months and early fall. It's a fairly short season. The New Mexico chiles are a little more challenging to find in other U.S. regions. Fortunately, there are places like the Hatch Chile Store where you can buy them online.