* **Security Risk Mitigation:** Extract hardcoded Sightengine API credentials to secure environment variables, mitigating critical security risks immediately. * **Service Layer Refinement:** Decouple the deepfake confidence thresholding logic from the Demo UI into the dedicated service layer for separation of concerns. * **TypeScript Enforcement:** Utilize specific TypeScript interfaces for the API response structures, replacing the generic `Promise<any>` for improved type safety. * **Modern Frontend Stack:** The application leverages a high-quality React, TypeScript, and Tailwind CSS stack, ensuring excellent maintainability and modern component architecture. * **Reliability Improvement:** Implement robust centralized API response validation and specific error mapping in `api.ts` for clearer user feedback.
Detailed description is only visible to project members.