This post discusses the implementation of prompt guardrails at GitLab to enhance AI security and compliance. These guardrails include filters, structured prompts, and role-based insights that guide AI models to minimize risks associated with sensitive data exposure. The article emphasizes the importance of balancing security with usability and outlines GitLab's hybrid approach to ensure the safe adoption of AI tools, ultimately fostering trust among users.