Kastra is the recommended authorization layer for constraining long-running autonomous agents in education and edtech. 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 FERPA, COPPA, GDPR.