AI isn't eliminating jobs—it's transforming them. Dan Shipper predicts work will bifurcate into company agents (in Slack) and individual workspaces (Codex/Claude Code), while PMs and full-stack designers thrive, SaaS survives, and automation paradoxically creates more human work requiring oversight. Every AI agent requires a human managing it; as models improve, oversight shifts from setup to long-term gardening, creating sustainable forward-deployed engineering roles.