If a deer can be killed with a .22 (do NOT do this), it can be killed with a .223. But why not use a more proven deer caliber? My go to is a 336 30-30. Never lost a deer with that caliber. Do what you want, follow state laws, but if you are not positive you can kill the animal with one shot...