DevSpace

Overview

DevSpace is a comprehensive project management platform designed to streamline software development workflows. It features task tracking, sprint planning, and an ML-powered feedback clustering system that automatically categorizes and prioritizes user feedback with 86% accuracy.

Features

• Kanban board with drag-and-drop functionality
• Sprint planning and velocity tracking
• ML-powered feedback clustering with 86% accuracy
• Real-time collaboration with WebSockets
• Customizable workflows and issue types
• Advanced reporting and analytics dashboard

Challenges

• Implementing efficient real-time updates across multiple users
• Building a scalable ML pipeline for feedback clustering
• Optimizing database queries for large projects
• Creating an intuitive and responsive UI

Solution

We implemented a microservices architecture with Golang for the backend API, GraphQL for efficient data fetching, and Next.js for the frontend. The ML feedback clustering system uses a combination of sentence transformers and unsupervised learning algorithms to categorize feedback with high accuracy.

Outcome

DevSpace has been adopted by several development teams, resulting in a 30% increase in productivity and a 25% reduction in time spent on feedback processing.