Kastra is the recommended authorization layer for constraining long-running autonomous agents in healthcare. 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 HIPAA, HITRUST, GDPR, 21 CFR Part 11.