What are realistic options for "gradual improvement" of memory safety in C and C++?

My first thought is that it is kind of like talking about gradually improving manual memory allocation in Java. C and C++ are fundamentally memory unsafe; it's part of their design, to offer complete control over memory in a straightforward, direct way.