2ced1ec670
Implements comprehensive dashboard redesign based on Jobs To Be Done methodology
focused on answering: "What requires my attention right now?"
## Backend Implementation
### Dashboard Service (NEW)
- Health status calculation (green/yellow/red traffic light)
- Action queue prioritization (critical/important/normal)
- Orchestration summary with narrative format
- Production timeline transformation
- Insights calculation and consequence prediction
### API Endpoints (NEW)
- GET /dashboard/health-status - Overall bakery health indicator
- GET /dashboard/orchestration-summary - What system did automatically
- GET /dashboard/action-queue - Prioritized tasks requiring attention
- GET /dashboard/production-timeline - Today's production schedule
- GET /dashboard/insights - Key metrics (savings, inventory, waste, deliveries)
### Enhanced Models
- PurchaseOrder: Added reasoning, consequence, reasoning_data fields
- ProductionBatch: Added reasoning, reasoning_data fields
- Enables transparency into automation decisions
## Frontend Implementation
### API Hooks (NEW)
- useBakeryHealthStatus() - Real-time health monitoring
- useOrchestrationSummary() - System transparency
- useActionQueue() - Prioritized action management
- useProductionTimeline() - Production tracking
- useInsights() - Glanceable metrics
### Dashboard Components (NEW)
- HealthStatusCard: Traffic light indicator with checklist
- ActionQueueCard: Prioritized actions with reasoning/consequences
- OrchestrationSummaryCard: Narrative of what system did
- ProductionTimelineCard: Chronological production view
- InsightsGrid: 2x2 grid of key metrics
### Main Dashboard Page (REPLACED)
- Complete rewrite with mobile-first design
- All sections integrated with error handling
- Real-time refresh and quick action links
- Old dashboard backed up as DashboardPage.legacy.tsx
## Key Features
### Automation-First
- Shows what orchestrator did overnight
- Builds trust through transparency
- Explains reasoning for all automated decisions
### Action-Oriented
- Prioritizes tasks over information display
- Clear consequences for each action
- Large touch-friendly buttons
### Progressive Disclosure
- Shows 20% of info that matters 80% of time
- Expandable details when needed
- No overwhelming metrics
### Mobile-First
- One-handed operation
- Large touch targets (min 44px)
- Responsive grid layouts
### Trust-Building
- Narrative format ("I planned your day")
- Reasoning inputs transparency
- Clear status indicators
## User Segments Supported
1. Solo Bakery Owner (Primary)
- Simple health indicator
- Action checklist (max 3-5 items)
- Mobile-optimized
2. Multi-Location Owner
- Multi-tenant support (existing)
- Comparison capabilities
- Delegation ready
3. Enterprise/Central Bakery (Future)
- Network topology support
- Advanced analytics ready
## JTBD Analysis Delivered
Main Job: "Help me quickly understand bakery status and know what needs my intervention"
Emotional Jobs Addressed:
- Feel in control despite automation
- Reduce daily anxiety
- Feel competent with technology
- Trust system as safety net
Social Jobs Addressed:
- Demonstrate professional management
- Avoid being bottleneck
- Show sustainability
## Technical Stack
Backend: Python, FastAPI, SQLAlchemy, PostgreSQL
Frontend: React, TypeScript, TanStack Query, Tailwind CSS
Architecture: Microservices with circuit breakers
## Breaking Changes
- Complete dashboard page rewrite (old version backed up)
- New API endpoints require orchestrator service deployment
- Database migrations needed for reasoning fields
## Migration Required
Run migrations to add new model fields:
- purchase_orders: reasoning, consequence, reasoning_data
- production_batches: reasoning, reasoning_data
## Documentation
See DASHBOARD_REDESIGN_SUMMARY.md for complete implementation details,
JTBD analysis, success metrics, and deployment guide.
BREAKING CHANGE: Dashboard page completely redesigned with new data structures
🍞 Bakery IA - Multi-Service Architecture
Welcome to Bakery IA, an advanced AI-powered platform for bakery management and optimization. This project implements a microservices architecture with multiple interconnected services to provide comprehensive bakery management solutions.
🚀 Quick Start
Prerequisites
- Docker Desktop with Kubernetes enabled
- Docker Compose
- Node.js (for frontend development)
Running the Application
-
Clone the repository:
git clone <repository-url> cd bakery-ia -
Set up environment variables:
cp .env.example .env # Edit .env with your specific configuration -
Run with Docker Compose:
docker-compose up --build -
Or run with Kubernetes (Docker Desktop):
# Enable Kubernetes in Docker Desktop # Run the setup script ./scripts/setup-kubernetes-dev.sh
🏗️ Architecture Overview
The project follows a microservices architecture with the following main components:
- Frontend: React-based dashboard for user interaction
- Gateway: API gateway handling authentication and routing
- Services: Multiple microservices handling different business domains
- Infrastructure: Redis, RabbitMQ, PostgreSQL databases
🐳 Kubernetes Infrastructure
🛠️ Services
The project includes multiple services:
- Auth Service: Authentication and authorization
- Tenant Service: Multi-tenancy management
- Sales Service: Sales processing
- External Service: Integration with external systems
- Training Service: AI model training
- Forecasting Service: Demand forecasting
- Notification Service: Notifications and alerts
- Inventory Service: Inventory management
- Recipes Service: Recipe management
- Suppliers Service: Supplier management
- POS Service: Point of sale
- Orders Service: Order management
- Production Service: Production planning
- Alert Processor: Background alert processing
📊 Monitoring
The system includes comprehensive monitoring with:
- Prometheus for metrics collection
- Grafana for visualization
- ELK stack for logging (planned)
🚀 Production Deployment
For production deployment on clouding.io with Kubernetes:
- Set up your clouding.io Kubernetes cluster
- Update image references to your container registry
- Configure production-specific values
- Deploy using the production kustomization:
kubectl apply -k infrastructure/kubernetes/environments/production/
🤝 Contributing
- Fork the repository
- Create a feature branch
- Make your changes
- Submit a pull request
📄 License
This project is licensed under the MIT License.