TeamFlow
ProjectsTeamFlow
Intelligent collaboration
This platform is a production-grade Team Collaboration System built to rival Microsoft Teams and Slack, engineered with a specific focus on the Kenyan business context.
Core Architecture The system relies on a hybrid architecture using Next.js 16 (React 19) for the frontend and a dedicated Go service handling WebSocket connections via Redis Pub/Sub. This ensures sub-50ms message delivery and scalable presence management (typing indicators, online status).
AI-Native Implementation Unlike standard wrappers, this integrates Grok 4.1 Fast deeply into the workflow. The AI understands:
- Contextual Summarisation: Identifies decisions and action items in mixed-language threads (English/Swahili/Sheng).
- Smart Compose: An assistant that structures unstructured thoughts into professional business communication.
Security & Performance Security is handled via Arcjet (WAF, rate limiting) and Kinde Auth for multi-tenant organization isolation. The entire stack is fully type-safe from database to UI using Prisma and oRPC.
Customer:
Personal ProjectPeriod:
2 monthsPerformance:
Full-Stack DevelopmentSystem ArchitectureAI/LLM IntegrationReal-time Infrastructure
Features:
AI IntegrationRedis Pub/Sub & Go MicroservicesEnd-to-End Type Safety (oRPC)Organisation-based Isolation
Background (Dark)
Brand Orange
Success Green
Text Muted
Scaling Real-Time Presence
Handling real-time typing indicators and status updates for thousands of users is resource-intensive. The Solution: We moved the WebSocket handling to a dedicated Go microservice. Using Redis Pub/Sub, we decoupled the state management from the Next.js serverless environment, ensuring the UI remains optimistic and snappy even under load.
