Lots of bugs seem to be fundamentally quite local, but potentially with global trigger conditions. Heart bleed for example could've been avoided even if you could only read small segments of the codebase at a time, but could only be triggered with more context.

I suspect that a combination of ai and memory safe languages will really shine in the next decade.