AI is changing how small teams build software, but the advantage is not just “write code faster.” The real leverage comes from tightening the whole loop: turning customer signals into requirements, preserving product context, generating implementation plans, reviewing code, writing tests, debugging CI, documenting decisions, and learning from what shipped.