Coding agents are accelerating different types of software work to different degrees. When we architect teams, understanding these distinctions helps ...
Andrew Ng ranks coding agent acceleration from most to least effective: frontend development (dramatically sped up), backend (slower due to bugs and security), infrastructure (limited due to complex tradeoffs), and research (marginal help beyond coding). He uses this categorization to adjust team expectations and organization.