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obsidian/TallyFlow/Product/Code Reviews/tallyflow-iot.md
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# tallyflow-iot Review
**Tech Stack:** Rust (Cargo workspace) + Leptos (web UI)
## Structure
- `core/`: Main service/library
- RFID drivers (Impinj, Zebra, ATID ATF862 / Invengo XC-RF861 — same reader rebranded)
- Barcode support (Zebra, SNAPI)
- REST API v1
- Real-time tag streaming
- Reader config/control
- Runs as an always-on Windows or Linux service
- `web/`: Leptos CSR web interface
- Reader health monitoring
- Live tag streaming with filtering
- Start/stop controls
- Imports types directly from `core` (no duplication)
## Key Capabilities
- Hardware abstraction for multiple RFID vendors
- Real-time data pipeline from readers → REST → web UI
- Designed for always-on IoT deployment
- Strong documentation (REST_API.md, LIBRARY.md, etc.)
## Relevance to TallyFlow Platform
- Primary ingestion layer for RFID/IoT data
- Feeds the web app, reporting, and exception systems
- Complements tallyflow-web (which consumes the data)
## Next Steps for Review
- Inspect `core/src/` for reader driver implementations
- Review REST API endpoints in REST_API.md
- Check web/ Leptos components for UI patterns