# IT Site Survey AI - Technical Decisions ## July 3, 2026 - Dashboard Implementation Approach **Decision**: Implement a client-side dashboard that fetches data from a new API endpoint **Alternatives Considered**: - Server-side rendered dashboard - Separate admin application - Database-based reporting interface **Chosen Because**: - Leverages existing Flask API infrastructure - Provides real-time data without page refresh - Maintains consistency with existing application architecture - Quick to implement and deploy ## July 3, 2026 - Data Storage Approach **Decision**: Continue using in-memory storage for survey responses **Alternatives Considered**: - Implement PostgreSQL database - Use SQLite for local storage - Add Redis for caching **Chosen Because**: - Maintains simplicity of current implementation - Avoids additional infrastructure dependencies - Sufficient for current use case - Can be enhanced later without breaking changes ## July 3, 2026 - API Endpoint Design **Decision**: Add GET /api/surveys/responses endpoint to retrieve all responses **Alternatives Considered**: - Add pagination to endpoint - Implement filtering parameters - Create separate admin-only endpoints **Chosen Because**: - Simple implementation that meets current needs - Can be extended with parameters later - Follows REST conventions - Consistent with existing API patterns