ReactTypeScriptExpressMongoDBZustandWebSocketsGoogle Gemini AIChart.jsDnD KitTailwind CSSFramer Motion
The Challenge
"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 Solution
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
An inside look at the structural decisions, trade-offs, and scaling plans devised during implementation.
Context & Constraints
- Productivity & Focus Engineering.
- Real-time State Orchestration.
- Generative AI Integration.
Architecture Trade-offs
Monolithic deployment simplifies initial pipeline but couples frontend/backend lifecycles. Utilizing WebSockets increases statefulness requirements for the backend.
Database Modeling
Document-oriented schema tracking focus intervals, task completion states, and user behavioral analytics for generating Chart.js analytical views.
Scaling Plan
Decouple static assets to a CDN and isolate the Gemini processing layer into a dedicated microservice to prevent main-thread latency during heavy inference.
Repository Insights
InitializedFeb 21, 2024
Last CommitFeb 26, 2024
Source Size256 KB
VisibilityPrivate