Actually, I just figured this out. You have to create new RSA keys on the host machine, and add the public key to the file called 'authorized_keys2' on the remote machine.
Then you can use ssh to run commands on the remote machine without having to enter a password. Which is really cool because you can then run commands like df to make sure hard drives on remote machines are not filling up.
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