4.1 Output Validation

Description

Agent outputs MUST be validated against expected schemas and safety constraints before execution.

Rationale

LLMs can hallucinate malformed outputs or be manipulated into producing malicious content.

Audit Procedure

1. Identify all output types
2. Check for output validation middleware
3. Verify schema validation for structured outputs

Remediation

1. Implement output schema validation
2. Sanitize code before execution
3. Implement output filters for sensitive content

Framework Mappings