feat: HSAP platform v2 — modular navigation, quality review, audit log, world model simulation

Major changes:
- New frontend (platform/web/): Vite + React 18 + TypeScript + Tailwind
- 4-module navigation: 数据送标 / 模型管理 / 车队管理 / 系统管理
- Data catalog with charts (DMS/ADAS/Lane 3-tab view)
- Quality review workflow (标注质检): Good/Fine/Bad scoring with auto-advance
- Audit enhancements: batch operations, rejection categories, Feishu notifications
- Operation audit log (操作日志)
- World model simulation studio (仿真工坊)
- Dataset version management with snapshots and diff
- ADAS 7-class dataset integration (138K images organized + compressed)
- User management with Feishu integration and pagination
- CRUD/search/filter on all pages, card layout redesign
- PIL-optimized image overlay rendering
- Auto-snapshot on build, in_review workflow stage
- Removed embedded algorithm code (now in workspace)

algorithms/dms_yolo/code.embedded.bak/docs/coming_soon_template.md

@@ -0,0 +1,34 @@
+---
+description: Discover what's next for Ultralytics with our under-construction page, previewing new, groundbreaking AI and ML features coming soon.
+keywords: Ultralytics, coming soon, under construction, new features, AI updates, ML advancements, YOLO, technology preview
+---
+
+# Under Construction 🏗️🌟
+
+Welcome to the [Ultralytics](https://www.ultralytics.com/) "Under Construction" page! Here, we're hard at work developing the [next generation](https://www.ultralytics.com/glossary/foundation-model) of [AI](https://www.ultralytics.com/glossary/artificial-intelligence-ai) and [ML](https://www.ultralytics.com/glossary/machine-learning-ml) innovations. This page serves as a teaser for the exciting updates and new features we're eager to share with you!
+
+## Exciting New Features on the Way 🎉
+
+- **Innovative Breakthroughs:** Get ready for [advanced features](https://docs.ultralytics.com/) and services designed to [transform your AI and ML experience](https://www.ultralytics.com/solutions).
+- **New Horizons:** Anticipate novel products that [redefine AI and ML capabilities](https://docs.ultralytics.com/tasks/).
+- **Enhanced Services:** We're upgrading our [services](https://platform.ultralytics.com) for greater [efficiency](https://docs.ultralytics.com/modes/benchmark/) and user-friendliness.
+
+## Stay Updated 🚧
+
+This page is your go-to resource for the latest integration updates and feature rollouts. Stay connected through:
+
+- **Newsletter:** Subscribe to [our Ultralytics newsletter](https://www.ultralytics.com/#newsletter) for announcements, releases, and early access updates.
+- **Social Media:** Follow [Ultralytics on LinkedIn](https://www.linkedin.com/company/ultralytics) for behind-the-scenes content, product news, and community highlights.
+- **Blog:** Dive into the [Ultralytics AI blog](https://www.ultralytics.com/blog) for in-depth articles, tutorials, and use-case spotlights.
+
+## We Value Your Input 🗣️
+
+Help shape the future of Ultralytics Platform by sharing your ideas, feedback, and integration requests through our [official contact form](https://www.ultralytics.com/contact).
+
+## Thank You, Community! 🌍
+
+Your [contributions](https://docs.ultralytics.com/help/contributing/) and ongoing support fuel our commitment to pushing the boundaries of [AI innovation](https://github.com/ultralytics/ultralytics). Stay tuned—exciting things are just around the corner!
+
+---
+
+Excited for what's coming? Bookmark this page and check out our [Quickstart Guide](https://docs.ultralytics.com/quickstart/) to get started with our current tools while you wait. Get ready for a transformative AI and ML journey with Ultralytics! 🛠️🤖