I code in an open office. My solution: headphones, and three 27 inch monitors angled inward. It's not quite as good as walls, but it cuts out enough visual distraction that it works well enough. I've also got an adjustable-height desk that I leave at standing height, so there's not much going on above monitor height.

A big chunk of the benefit of having an office is keeping your visual field entirely work-related.