feat: frontend PWA scaffolding with React and Tailwind
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# AI Session State
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# AI Session State - HANDOVER
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**Status**: Active - Implementation of AI Coordination and Advanced Operations.
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**Status**: Phase 3 Completed. Ready for Phase 4 (Frontend/PWA).
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**Current AI Agent**: Gemini (Antigravity)
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**Context**:
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- Backend is initialized with FastAPI and SQLite.
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- Core Item and Operation routers are registered.
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- `AI_RULES.md` is initialized.
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**Context**:
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- **Backend**: Fully functional SQLite + FastAPI foundation. Supporting single/bulk check-in/out and trash operations.
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- **Audit Logging**: Mandatory and immutable across all mutation endpoints.
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- **Coordination**: Multi-AI Handover protocol established. `SESSION_STATE.md` (this file) and `SESSION_HISTORY.md` (archive) are ready.
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**Specific Implementation Logic**:
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- Audit logging is central to all operations.
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- Using `html5-qrcode` for the PWA later.
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- Avoid native mobile apps, use PWA with service workers.
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**Technical Notes for next session**:
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- Every mutation in `routers/operations.py` and `routers/items.py` triggers an `AuditLog` entry.
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- `bulk-check-out` parses a list and performs individual item logging.
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- PWA is the next big step. Needs to support offline barcode scanning using `html5-qrcode` and eventual `IndexedDB` sync.
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**Handovers**:
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- Starting work on `trash` and `bulk-check-out` endpoints.
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- Coordination files being established.
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**Next Steps**:
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1. Initialize the Frontend project (using React/Next.js/Tailwind).
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2. Establish the PWA manifest and Service Worker for offline support.
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3. Build the Dashboard UI.
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