The Safe Way to Ship Production Code Written by AI Agents

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How to safely ship AI-generated production code with permissions, testing, security gates, and review.
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AI coding agents have moved beyond autocomplete. They can now inspect repositories, modify files, execute commands, run tests, and open pull requests. That changes the engineering security model. This guide explains how to adopt agents safely using scoped permissions, automated testing, SAST, SCA, secret scanning, policy-as-code, human review, and measurable rollout criteria.