ssh-add ~/.ssh/id_rsa
vi ~/.ssh/config
Host *
User myusername
StrictHostKeyChecking no
Compression yes
ForwardAgent yes
UseRoaming no

now you can
ssh sd1.randomthemes.com
then sftp sd2.randomthes.com
and no need to add public key from sd1 to sd2