...which, of course, make it easier to assume the presence of a particular field and crash.

Using an explicit map for dynamic attributes at least makes you aware what is guaranteed and what is optional.

This removes much of the neat magic that such a dynamic approach affords to languages like Ruby, JavaScript, and, to a lesser extent, Python.