AI code generation tools can spin up a new endpoint, a data model, or a UI flow in minutes. The problem starts when that code needs to land inside a ten-year-old system with shared libraries, half-documented conventions, and business rules buried in multiple different services.

This article looks at what vibe coding does well, and why AI code...