Too much code, too little shipped: Why AI needs a software factory

AI can generate code faster than ever, but getting it tested and reviewed and into production is a different challenge. Engineering teams are increasingly using AI agents to write code, fix bugs, and build features. But faster coding does not necessarily mean faster software delivery.