NeuAdmin and NeuSentinel represent a innovative framework designed for the secure implementation of AI-driven control capabilities. This model provides enhanced governance, focusing on tracking AI agent behavior and ensuring adherence with predefined guidelines . NeuAdmin facilitates streamlined