AI-Generated Code: Ensuring Consistency with Engineering Standards

With AI-generated code entering everyday development workflows, one trend is becoming clear: Engineering standards matter more than ever. AI tools can accelerate development, but they can also introduce: - inconsistent patterns - missing validations - security gaps - architectural drift Teams need a reliable way to define and enforce their own internal rules — not just rely on generic linters or formatting tools. How has AI impacted code consistency in your team? #softwareengineering #devops #platformengineering #aiassistants #codequality #securecoding #softwarearchitecture #engineeringmanagement #automation #cicd #developers #aicode