Kastra enforces sandboxing AI-generated code at the moment of execution and writes a signed evidence record for every code block. Auditors get a complete, append-only trail of who attempted what, what policy fired, why the decision was made, and what data was touched. This evidence maps directly to GDPR, CCPA, copyright controls control families.