AI-Enhanced Pomodoro Tracker
Smart productivity timer with Gemini-powered task insights
Core Problem Statement
"Standard timers lack intelligent insights and task prioritization. I needed a tool that maintains focus across devices while providing AI-powered granularity for complex goals."
Architectural Implementation
Full-stack monolithic architecture where an Express backend (TypeScript) serves the React frontend and manages real-time WebSocket state via Socket.io.
Engineering Deep Dive
Detailed review of tradeoffs, database models, scaling strategies, and microservices
Structural Trade-offs & Decisions
Monolithic deployment simplifies initial pipeline but couples frontend/backend lifecycles. Utilizing WebSockets increases statefulness requirements for the backend.
Context & Constraints
- Productivity & Focus Engineering.
- Real-time State Orchestration.
- Generative AI Integration.
Database Modeling & Storage Strategy
Document-oriented schema tracking focus intervals, task completion states, and user behavioral analytics for generating Chart.js analytical views.