to make something stronger, usually by adding more material or another piece:
Building codes in California required that steel rods be used to reinforce cinder-block construction.
Something that reinforces an idea or opinion provides proof or support:
But let me just cite one other fact to reinforce what you’re saying.
To reinforce an army is to provide it with more soldiers or weapons.