AI-assisted development has quietly become a real evaluation criterion for backends, but it’s easy to talk past what it actually means. It’s at least three different things wearing one label. There’s the AI coding assistant you write with day to day (Claude Code, Cursor, Copilot), which matters more than any backend choice.