In Infinite Crisis, you can purchase weapons and armor for gold.

But you can also craft them. The hardest part is gathering the needed materials. Then you can go to a Blacksmith or to an anvil at your own house (if you have one), and create the weapons. Not all anvils offer the same weapons.