Here is another great article for troubleshooting.
http://msucares.com/poultry/reproductions/poultry_pipped.html
Next time I hatch eggs I am going to put them in some sort of divided tray, like you would use in a sock drawer, but not that deep. Just deep enough to keep the eggs from rolling...