ROADMAP.md

QuantumStack Roadmap

This document outlines the planned features and technical improvements for QuantumStack.

Current Phase: Foundation & Integration (Q1 2026)

• Initial Express/TypeScript backend setup.
• OpenAI gpt-4o integration for community features.
• Firebase integration for data and authentication.
• Basic frontend layouts and routing.
• Core documentation (Architecture, Roadmap, Deployment).

Upcoming Phase: Enhanced Features (Q2 2026)

• Comprehensive frontend implementation (React/Next.js).
• User authentication and profile management.
• Real-time community health monitoring dashboard.
• Automated event planning workflows.
• Integrated member connection suggestions.

Future Phase: Scale & Optimization (Q3-Q4 2026)

• Internal rate limiting and cost optimization for OpenAI calls.
• Advanced analytics and reporting for community leaders.
• Mobile application (React Native/Expo).
• API for external integrations.

Potential Improvements

• Implement internal caching (Redis) for frequent AI requests.
• Add support for multiple LLM providers.
• Enhance security rules for Firebase.