You built a CI/CD tool that sends code diffs to Azure OpenAI for automated review comments. It works great. Three months later, a security audit lands on your desk. The diffs have been routinely sending database connection strings, AWS access keys, and internal IP addresses—verbatim—to the LLM. The …