zhealth/PROJECT_MGMT/phased_approach.md

Project Development in Phases

Phase 1: Foundation & Data Modeling

• Database Models with SeaORM (Rust).
• Auth and RBAC Schema Modeling (Roles, Permissions, User relationships).
• Biomarker Knowledge Base (types, units, clinical ranges, interpretation rules).
• Basic CRUD operations for Biomarkers.

Phase 2: API & Core Auth

• API Development with Axum.
• Implementation of Auth logic (Session-based, Middleware, RBAC enforcement).
• Frontend Development (Vite + React + TS) - Initial Layout.

Phase 3: Integration

• Integration of API with Frontend.
• Manual Data Entry forms.
• Unified Dashboard visualization.

Phase 4: AI & MCP

• MCP (Model Context Protocol) Development for AI interaction.
• Inference endpoints (Gemini/OpenAI).
• Basic AI biomarker interpretation.

Phase 5: Advanced Features

• Analytics and Visualization.
• Lab Report OCR.
• Wearable Sync.