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A few meters into the bush and no one's going to see your bivy. Bike trekkers done it a billion times.
A couple of times I'd set up camp in cities in the middle of round abouts with some bushes. Those are safe places.
If you're sneaky and don't mind camping in someones bushes you'll do fine, just get in when its dark and out before sun rise.
