An AI-powered sprint planning and retrospective insights platform designed to help agile teams plan better, deliver faster, and continuously improve using data-driven intelligence.
⚠️ This project is currently in early development. The frontend prototype is complete, and the Go backend is under active development.
Modern agile teams generate large volumes of sprint data — tickets, blockers, dependencies, velocity metrics — but retrospectives are still manual and subjective.
This platform aims to augment sprint workflows with AI by:
- Analyzing sprint performance
- Detecting delivery risks
- Identifying bottlenecks
- Generating retrospective summaries
- Providing actionable improvement insights
| Layer | Status |
|---|---|
| Frontend (React) | ✅ Prototype complete |
| Backend (Go APIs) | 🚧 In progress |
| AI Retrospective Engine | 🚧 Planned |
| Jira Integration | 🚧 Planned (demo environment) |
- Sprint dashboard UI
- Backlog & ticket views
- Retrospective summary interface
- Dependency visualization (planned UI hooks)
- Velocity & delivery insights widgets
- Modern responsive design
React Frontend → Go Backend APIs → AI Services
↓
Jira Integration
Frontend
- React
- TypeScript
- Tailwind CSS
Backend (WIP)
- Go (Golang)
- REST APIs
AI Layer (Planned)
- LLM-powered sprint insights
- Retrospective summarization
- Risk detection models
project-root/
apps/
├── web/ # React frontend
└── api/ # Go backend (planned)
services/
└── ai/ # AI processing (planned)
packages/
└── shared/ # Shared types & utilities (planned)
- Jira Cloud (demo workspace)
- OAuth authentication
- Ticket & sprint ingestion
- Dependency graph generation
All integrations will use self-hosted or demo environments.
This project was originally inspired by a hackathon use case and is now being developed as a standalone open-source platform.
- No proprietary or enterprise data is included
- No internal company systems are connected
- All integrations use demo or self-created environments
git clone https://github.com/riy4z/SprintCopilot.git
cd SprintCopilotcd apps/web
npm install
npm run devApp will run on:
http://localhost:5173
(port may vary based on your setup)
- Initialize Go backend service
- Sprint & ticket APIs
- Jira OAuth integration
- AI retrospective generator
- Dependency graph engine
- Sprint risk scoring
- Slack/notification integrations
- Production deployment
Contributions, ideas, and feedback are welcome.
If you’d like to collaborate:
- Fork the repo
- Create a feature branch
- Submit a PR
MIT License — free to use and modify.
Built as part of a hackathon prototype and now evolving into a full-stack AI developer productivity platform.
If you like the idea, consider starring the repo — it helps visibility and future development 🚀