I'll believe it when I see it. By that I mean, actually replacing programmers, not as an academic or highly specialized exercise. I think it will take AGI to automate programming on any large scale such as to eliminate a meaningful percentage of programmers.

Otherwise, it just becomes another tool for the programmer, where they're being asked to build ever more complex software for ever more kinds of applications.