Cyguin Launchpad

MVP prioritization and release management app using the ICE scoring framework (Impact × Confidence × Ease).

Features

• ICE Scoring: Automatically calculate priority scores for MVPs
• Real-time Sync: 5-second polling keeps all users in sync
• AI Auto-scoring: AI scores MVPs synchronously when humans save their scores
• Default Scores: New MVPs start with default scores of 3 for all voters (joe, mark, ai)
• Phase Management: Track MVPs through backlog → in-progress → done
• Category Filtering: Filter by product/category
• Bulk Import: Import MVPs from CSV/JSON

Tech Stack

• Backend: Python FastAPI + SQLite
• Frontend: React + Tailwind CSS
• Deployment: Tailscale private network (znode-tx)

Setup

# Backend
cd backend
python3 -m venv venv
source venv/bin/activate
pip install -r requirements.txt
uvicorn app.main:app --host 0.0.0.0 --port 8000

# Frontend
cd frontend
npm install
npm run dev

API Endpoints

Method	Endpoint	Description
GET	/api/mvps	List all MVPs
POST	/api/mvps	Create new MVP
GET	/api/mvps/{id}	Get MVP details
PUT	/api/mvps/{id}	Update MVP
DELETE	/api/mvps/{id}	Archive MVP
GET	/api/scores/{mvp_id}	Get scores for MVP
PUT	/api/scores/{mvp_id}	Update scores
POST	/api/llm/score	Trigger AI scoring

ICE Formula

Individual Score = (Impact × Confidence × Ease) / 10
Combined Score = Average of all voter scores

Priority Thresholds:
- must_have: ≥ 50
- should_have: ≥ 25
- could_have: ≥ 10
- wont_have: < 10

Deployment

The app runs on znode-tx at http://znode-tx:8000 (Tailscale network).

Backup runs every 2 hours to server and Mac OneDrive.