Two linked tables, eight endpoints, guest-role auth — in minutes
The benchmark behind this model is a real build: a tasks and clients database joined by a foreign key, a full CRUD API of eight endpoints, and access locked to a single role. From scratch that is roughly 140,000 tokens of generation and debugging. With Magic it was about 25,000 — an ~80% reduction, because the two genuinely expensive parts, authentication and hosting, collapse into a prompt.