As mentioned above, don't boost numbers or CR... instead boost HP to max and then back it off if needed.
This actually isn't true... All monsters (with a few exceptions) in the MM have average stats (11,11,11,10,10,10). If you give them a non-elite attribute array (13,12,11,10,?,? - I can't...