I think it's going to be a shift in skill set, like the constant change that has gone before. I've always primarily considered by self an application developer, but of late I've become more software architect, more devops, more tester. Software engineering skills always leaked into these domains before AI, I think it's just a shift in the time spent there now we're not manually writing so much code. And shipping is STILL hard. I've moved my focus to retooling - consolidating much of my workflow in a tool I'm working on https://www.agentkanban.io - A remote kanban board with agent harness integration (Github CoPilot currently) and context management.