By early 2026, the average engineering team ships more AI-generated code in a single sprint than it wrote by hand in an entire quarter two years ago. Tools like GitHub Copilot, Cursor, Amazon Q Developer, and a growing roster of agentic coding assistants have fundamentally changed the ratio of human