bakery-ia/services/orchestrator/app/api/__init__.py

from .orchestration import router as orchestration_router
from .dashboard import router as dashboard_router

__all__ = ["orchestration_router", "dashboard_router"]
feat: Complete JTBD-aligned bakery dashboard redesign 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 2025-11-07 17:10:17 +00:00			`from .orchestration import router as orchestration_router`
			`from .dashboard import router as dashboard_router`

			`__all__ = ["orchestration_router", "dashboard_router"]`