Project CodeGuard embeds security rules and compliance validators into AI-assisted coding workflows, supporting both code generation and review phases. It ships a core ruleset for secure coding practices, translator adapters for popular AI coding agents, and testing validators to verify rule compliance. The framework aims to make AI-powered development teams follow security best practices without manual intervention.