Almond flour can go bad more quickly than all purpose flour so it is important to store it properly. Keep almond flour in a sealed bag or container in a cool and dark place. Exposure to light and heat will make it go bad more quickly. You can also store almond flour in the fridge to extend its life, but be careful it is not exposed to any moisture as this can cause it to get clumpy.