Rein-Ai

Rein is a Python library designed to serve as a runtime governor for autonomous AI agents, ensuring their actions are monitored and controlled based on real-time performance rather than just adhering to content guidelines. It features capabilities such as regime classification, Bayesian scoring of actions, a tamper-evident audit log, and a natural-language policy compiler, making it suitable for scenarios where costly or harmful actions could occur without adequate oversight. Rein is framework-agnostic, compatible with various AI platforms, and is particularly valuable in environments requiring dynamic decision-making under uncertainty.