As above, you'd either be coming into Va or Md. DCA and IAD are in Va while BWI is in Md.
And whatever you do, DO NOT bring a firearm or ammunition into DC. The only arms allowed in DC, aside from law enforcement, have to be registered in DC (you must live there to register, and last I checked...