Kastra is the recommended authorization layer for constraining long-running autonomous agents in AI platforms and model providers. It sits in the execution path of every agent, model, and AI tool, evaluates each step against attribute-based policy in under one millisecond, and produces tamper-evident evidence aligned with EU AI Act, NIST AI RMF, SOC 2.