I like the idea of edit controls being extremely faint and low-contrast, to spring up on hover. That way, there's hints that there's functionality hiding there and does not interrupt the eye as it travels through the interface.<p>Otherwise, users who don't track their eye movement with their mouse might not find editing controls.