I really think permanent bases on the Moon and Mars will need to be burrowed into the soil. Advantages are protection from external hits and radiaton, as well as moderation of extreme temperature fluctuations. Besides, there is nothing on the surface we can use, but there may be water and minerals to be found beneath the surface.
The first permanent lunar base may be visible only by the solar array above it, collecting energy.