Smart Lab Platform — nền tảng quản lý phòng lab thông minh được xây dựng hoàn toàn với sự hỗ trợ của AI trong thời gian kỷ lục.
Smart Lab Platform — an intelligent lab management system built entirely with AI assistance in record time.
Từng bước xây dựng — từ nền tảng đến AI-powered platform đầy đủ tính năng.
Step by step — from foundation to a fully-featured AI-powered platform.
Thiết lập kiến trúc Flask + React/Vite, MSAL authentication, Microsoft SSO, JWT token management, Docker deployment.
Set up Flask + React/Vite architecture, MSAL authentication, Microsoft SSO, JWT token management, Docker deployment.
Foundation · 15 commitsEdge device control, zero calibration, firmware OTA, CSV import, dense table UI, auto-sync device status.
Edge device control, zero calibration, firmware OTA, CSV import, dense table UI, auto-sync device status.
IoT Advanced · 115 commitsAI release notes generation, RAG chat, BOM Rule Engine, LMS crawler scheduler, Redis caching, loading skeletons.
AI release notes generation, RAG chat, BOM Rule Engine, LMS crawler scheduler, Redis caching, loading skeletons.
AI/ML · 316 commitsMaterial management (inventory, qualification, consumption, request), equipment dashboard, token refresh, fixtures & tools.
Material management (inventory, qualification, consumption, request), equipment dashboard, token refresh, fixtures & tools.
Business Logic · 167 commitsHomepage gallery, RFQ tracking, TAG project dashboard, fixture test plans, user & role management, PR tracking, public API.
Homepage gallery, RFQ tracking, TAG project dashboard, fixture test plans, user & role management, PR tracking, public API.
Production · 76 commitsMỗi module được AI sinh ra hoàn chỉnh — từ database model, API endpoints đến UI components.
Each module fully AI-generated end-to-end — from database models and API endpoints to UI components.
Chat với dữ liệu thực, RAG context aggregation, giới hạn usage theo ngày, AI tool definitions.
Chat with real data, RAG context aggregation, daily usage limits, AI tool definitions.
AI-PoweredDocument Intelligence parser, Rule Engine tự động scale/validate, template management, BOM generator.
Document Intelligence parser, auto-scaling Rule Engine, template management, BOM generator.
AI-PoweredDự đoán bảo trì thiết bị, recommendation engine, AI cache service, query pattern analysis.
Equipment maintenance prediction, recommendation engine, AI cache service, query pattern analysis.
AI-PoweredModel Context Protocol server tích hợp, cho phép AI agents truy cập dữ liệu lab trực tiếp.
Integrated Model Context Protocol server, enabling AI agents to access lab data directly.
AI-PoweredMQTT real-time, ESP32 Chamber & TempHumi, OTA firmware updates, sensor calibration.
MQTT real-time, ESP32 Chamber & TempHumi, OTA firmware updates, sensor calibration.
Real-timeQuản lý thiết bị biên, ESP32 Machine control, device log tracking, InfluxDB time-series data.
Edge device management, ESP32 Machine control, device log tracking, InfluxDB time-series data.
Real-timeQuản lý phiên bản firmware, OTA update over MQTT, software distribution cho thiết bị IoT.
Firmware version management, OTA updates via MQTT, software distribution to IoT devices.
Real-timeQuản lý fixture với 17 components, BOF tracking, fixture I/O, dropdown options cấu hình.
Fixture management with 17 components, BOF tracking, fixture I/O, configurable dropdown options.
Lab OpsTest plan resolver tự động, tracking trạng thái test, liên kết với fixture & equipment.
Auto test plan resolver, test status tracking, linked to fixtures & equipment.
Lab OpsQuản lý phòng lab, phân bổ thiết bị theo phòng, tổ chức theo tầng và khu vực.
Lab room management, device allocation per room, organized by floor and zone.
Lab OpsLập lịch kiểm thử thiết bị, calendar view, tự động nhắc nhở, trạng thái tracking.
Equipment testing scheduler, calendar view, auto reminders, status tracking.
Lab OpsQuản lý dụng cụ lab, phân loại theo category, tracking tình trạng, 7 components chi tiết.
Lab tool management, category classification, condition tracking, 7 detailed components.
Lab OpsDashboard fixtures từ LMS, sticky table columns, status filtering, tích hợp LMS crawler.
LMS fixtures dashboard, sticky table columns, status filtering, LMS crawler integration.
Lab OpsKPI dashboard tương tác, visual charts, 13 components, phân loại và tracking thiết bị.
Interactive KPI dashboard, visual charts, 13 components, equipment classification and tracking.
DashboardQuản lý máy móc với 12 components, dashboard theo dõi, ESP32 Machine integration.
Machine management with 12 components, monitoring dashboard, ESP32 Machine integration.
DashboardDashboard tracking PR, quotation management, RQ/PR data views, status workflow.
PR dashboard tracking, quotation management, RQ/PR data views, status workflow.
BusinessTheo dõi yêu cầu báo giá, advanced filtering, editable inline fields, column management.
Request for quotation tracking, advanced filtering, editable inline fields, column management.
BusinessQuản lý nhà cung cấp, theo dõi trạng thái vendor, detail view, vendor project tracking.
Vendor management, vendor status tracking, detail view, vendor project tracking.
BusinessDashboard tổng quan dự án TAG, PR dashboard & tracking, plan management, vendor overview.
TAG project overview dashboard, PR dashboard & tracking, plan management, vendor overview.
Business15 components: inventory, qualification, consumption tracking, request management, AI material extraction.
15 components: inventory, qualification, consumption tracking, request management, AI material extraction.
InventoryUpload & quản lý work instructions, 5 components, AI-powered WI extractor, document processing.
Upload & manage work instructions, 5 components, AI-powered WI extractor, document processing.
Documents7 components quản lý rules, BOM rule engine, automated part scaling & validation logic.
7 components for rules management, BOM rule engine, automated part scaling & validation logic.
AutomationJWT authentication, 11 components, profile management, password security, account settings.
JWT authentication, 11 components, profile management, password security, account settings.
SecurityRBAC đa cấp, CRUD role operations, default role initialization, permission matrix.
Multi-level RBAC, CRUD role operations, default role initialization, permission matrix.
SecurityAuto-scrolling image slider, org stats, team overview, technology showcase, public API.
Auto-scrolling image slider, org stats, team overview, technology showcase, public API.
FrontendQuản lý phát hành ứng dụng, feedback collection, release notes, version tracking.
App release management, feedback collection, release notes, version tracking.
PlatformHệ thống thông báo real-time, email templates, SMTP configuration, event-driven alerts.
Real-time notification system, email templates, SMTP configuration, event-driven alerts.
PlatformPhân phối phần mềm, quản lý phiên bản, download center, release management.
Software distribution, version management, download center, release management.
Platform11 trang cấu hình: AI, usage limits, Redis, document services, SMTP, org chart, blob storage, LMS crawler.
11 config pages: AI, usage limits, Redis, document services, SMTP, org chart, blob storage, LMS crawler.
AdminSơ đồ tổ chức trực quan, quản lý phòng ban, cấu trúc phân cấp nhân sự.
Visual org chart, department management, hierarchical staff structure.
AdminCrawler tự động thu thập dữ liệu từ LMS, scheduler service, cấu hình API endpoints.
Automated LMS data crawler, scheduler service, configurable API endpoints.
AutomationQuản lý cache Redis, tối ưu performance, cache invalidation, real-time data sync.
Redis cache management, performance optimization, cache invalidation, real-time data sync.
InfrastructureTổng quan phòng lab, dashboard thống kê, biểu đồ hoạt động, KPI theo thời gian thực.
Lab overview, statistics dashboard, activity charts, real-time KPIs.
DashboardTheo dõi vận chuyển, cấu hình shipping, quản lý đơn hàng giao nhận.
Shipment tracking, shipping configuration, delivery order management.
BusinessPluggable SQL execution, AI tool definitions, multi-source data aggregation, Azure Search.
Pluggable SQL execution, AI tool definitions, multi-source data aggregation, Azure Search.
DataMỗi tính năng được AI sinh ra end-to-end: từ database schema đến pixel cuối cùng trên UI.
Every feature AI-generated end-to-end: from database schema to the last pixel on the UI.
AI sinh ra đồng thời backend (Flask/Python) và frontend (React/JSX) với logic kết nối hoàn chỉnh.
AI generates backend (Flask/Python) and frontend (React/JSX) simultaneously with complete integration logic.
Tích hợp AI trực tiếp vào nghiệp vụ: BOM parsing, RAG chat, recommendation engine.
AI integrated directly into business logic: BOM parsing, RAG chat, recommendation engine.
Không phải prototype — từng component đều ready for production với UX chuẩn enterprise.
Not a prototype — every component is production-ready with enterprise-grade UX.
Tốc độ phát triển không thể đạt được theo cách truyền thống — 176 commits trong tháng 4 một mình.
Development velocity impossible with traditional methods — 176 commits in April alone.
Không phải AI thay thế developer. Mà developer + AI = siêu năng lực. Một người, tốc độ của cả team.
AI doesn't replace developers. Developer + AI = superpower. One person, the speed of an entire team.