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You cannot step back with VS's debugger, can you?

You can. I just drag the arrow that appears on broken execution "upwards" to a previous line of code. There might be another way to do it.

Does this undo previous commands or does it just rerun code?

Neither - it changes the program counter, ready for the next operation. It's not terribly cunning, but it's sometimes useful.