Use a Stanley knife and score the paint along your proposed edge. Just make sure you cut right down to the wood and don't plane below that line. If you need to take off more wood cut a new line.
As for the bottom, work from each side to the middle. You'll only get splits if you plane to the edge of the grain.
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