Quick Summary: Secure AI code generation requires more than choosing an enterprise-grade coding assistant. The developer needs to have policies for prompts, secure access to proprietary code, secure vendor arrangements, automatic SAST/SCA scans, and manual review before releasing the code. This guide describes the key security concerns in AI code development, including data leaks, code vulnerabilities, dependencies, agentic access, and intellectual property exposure. It also provides a framework for using AI coding tools without exposing proprietary code.