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- Include timestamps, severity levels, and specific error messages. ### 2. **Automated Validation Functions** - Implement the validation functions (`is_encrypted`, `has_access_control`, etc.) to perform actual checks rather than just placeholders. - Ensure these functions are robust and cover all necessary aspects. ### 3. **Comprehensive Checks** - Ensure that all GDPR requirements are covered, including data minimization, purpose limitation, and accountability. - Consider adding checks for pseudonymization, data breach response plans, and regular audits. ### 4. **Configuration and Policy Files** - Use configuration files or policy files to define the expected compliance criteria. - This makes it easier to update policies without changing the code. ### 5. **Reporting and Remediation** - Generate a report summarizing the compliance status. - Provide recommendations for remediation steps for any failed checks. ### 6. **Integration with CI/CD** - Integrate the compliance auditing process into your continuous integration and continuous deployment (CI/CD) pipeline. - Run the audit as part of your automated tests to ensure ongoing compliance.