The "Implementation Guide for the AI Cyber Security Code of Practice" is designed to assist stakeholders in the AI supply chain, including developers and system operators, in implementing the UK Government's voluntary Code of Practice for AI cyber security. It provides guidance on implementing security measures across various AI applications, such as chatbot apps, machine learning (ML) fraud detection systems, and large language model (LLM) platforms. We found it appropriate to review this guidance using traditional human expert analysis, complemented with the insights from our in-house AI tool, deReyAI.