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Dev BlogAI code securityShift left

How We Keep AI-Written Code Secure — Defense in Depth for the Age of Generated Code

An AI writes code fast, and in volume—eyeballing it all is impossible. From the perimeter to delegated auth, RLS and function rules, coding standards, the CI gatekeeper (secret scanning, permissions, integration tests, ISMS), and two-track review—we trace what each does and what it defends against.

·15 min read