Spec-driven development is quietly changing how embedded engineers work with AI coding agents. If you have handed a coding agent a prompt, you know the failure mode. The code compiles. It looks right.

Abstract: System reliability and operational resilience are two critical success factors in the retail industry that are directly connected to customer satisfaction and business sustainability.