here's my tuning commandments:

Physics is undodgable--don't oversimplify complex issues.
Tune reflects reality--bad data cause bad consequences.
Know your hardware--don't tune around physical problems.
Know your limits--don't lie to the ECU.
Nature has no sharp corners--all transitions are gradual.

everything else pretty much can be mapped onto one of these babies