Keep betting.

I don't like check/raising the flop at this limit, because he can't play without a king. I lead every street, trying to get all the money in.

If I checked the flop, I would call, and then check/raise the turn...of course, that's about the standard set line, and good players can see that one coming. But then again, crispy is not good.