Why should you be punished if you do something entirely legal? Can't we rather just close the legal avenues that allow people to avoid them? Why keep it legal?

Why should you be punished if you do something entirely legal? Can't we rather just close the legal avenues that allow people to avoid them? Why keep it legal? What do you gain by having these loopholes?