How do I govern filesystem reads and writes from AI agents in a education and edtech environment?

Route filesystem reads and writes through Kastra. The Kastra proxy or SDK intercepts each file operation before it executes, evaluates ABAC policy against the request attributes, environment, principal identity, and risk signals, and returns an allow, deny, redact, or human-approval decision. Education and edtech customers map controls directly to FERPA, COPPA, GDPR.