AI is entering the codebase without clear rules AI has become part of the daily work of technology teams faster than many organizations have been able to establish a sensible process for using it. A model can generate classes, tests, or parts of a feature within minutes. However, speed alone does not guarantee that the result will support the business objective, respect the existing architecture, or remain within the boundaries of the system. The problem: Vibe Coding In practice, AI-assisted...