See propershark/shark#29. There should be an option for specifying the Cache-Control headers on every request.
Since the DoubleMap API is real-time, I think it makes sense to disable caching by default, and allow users to opt-in for individual requests.
See this SO question about how to ensure Caching is always disabled.