Spec-Driven Development in AI

Many AI features are built by prompt iteration. An engineer writes instructions, tries a few inputs, adjusts the wording, and stops when the output looks right. The prompt becomes the specification, the implementation, and the documentation at once. This is acceptable for exploration. It is a poor foundation for a system that has to write into an ERP, update a CRM record, or trigger a payment.…