Docs - Add release notes (#92)

__Description__
Add LTP release note.

__Major Revision__
- Add release note for v1.3 v1.2 v1.1 v1.0

Author: yukirora

docs/LuciaTrainingPlatform/blog/2025-04-30-release-1-0.md

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+---
+slug: release-ltp-v1.0
+title: Releasing Lucia Training Platform v1.0
+author: Lucia Training Platform Team
+tags: [ltp, announcement, release]
+---
+
+We are pleased to announce the official release of **Lucia Training Platform v1.0.0**!
+
+## Lucia Training Platform v1.0.0 Release Notes
+
+This inaugural release establishes Lucia Training Platform as a comprehensive AI platform solution, built on the foundation of OpenPAI with significant enhancements and customizations for enterprise AI workloads.
+
+## Platform Features & Stability
+- Updated Virtual Machine Scale Set deployment scripts with MI300 GPU support and kubelet bug fixes
+- Fixed launch order issues between AMD device plugin and AMDGPU module loading
+- Fixed local disk mounting into containers for high-speed data loading
+- Implemented priority restrictions for production jobs to ensure resource allocation
+- Automated daily backup of user logs to blob storage with cordon trigger functionality
+- Updated OpenPAI-runtime image to resolve SSH crashes in large-scale training jobs
+- Added refresh API to clean storage cache when new Persistent Volumes (PV) or Persistent Volume Claims (PVC) are added
+- Implemented automated email notifications for production jobs to specific user groups
+
+## Job Reliability & Monitoring
+- Implemented automatic detection metrics and rules for AMD GPU issues during runtime
+- Enabled job execution on specific cordoned nodes for admin management
+- Automated node cordoning and uncordoning with single node validation
+- Added support for monitoring count of per-VC available/used nodes in Prometheus
+
+## User Experience
+- Complete revision of the homepage with acknowledgment of OpenPAI's great contribution
+- Updated all titles and references from OpenPAI to Lucia Training Platform (LTP) throughout the web portal

docs/LuciaTrainingPlatform/blog/2025-06-20-release-1-1.md

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+---
+slug: release-ltp-v1.1
+title: Releasing Lucia Training Platform v1.1
+author: Lucia Training Platform Team
+tags: [ltp, announcement, release]
+---
+
+We are pleased to announce the official release of **Lucia Training Platform v1.1.0**!
+
+## Lucia Training Platform v1.1.0 Release Notes
+
+This release introduces new inference capabilities, enhanced stability improvements, comprehensive monitoring systems, and significant security enhancements.
+
+## Platform Features & Stability
+- Added support for inference job submission
+- Added prototype user interface with webportal plugin
+
+## Job Reliability & Monitoring
+- Automated Azure VM recycling and validation processing workflows
+- Automated pipeline for submitting ICM tickets for unhealthy Azure VMs.
+- Kusto database implementation for action status tracking, node status monitoring, and job status analytics
+
+## User Experience
+- Enhanced dashboard with comprehensive platform performance metrics
+
+## Security
+- Forced upgrades of operating system, Linux, and Python packages to address security vulnerabilities
+- Updated Golang and Node.js packages to latest secure versions
+- Disabled and replaced unapproved registries (non-ACR/MCR) on LTP platform
+- Disabled SSH access for all users to enhance security posture

docs/LuciaTrainingPlatform/blog/2025-08-11-release-1-2.md

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+---
+slug: release-ltp-v1.2
+title: Releasing Lucia Training Platform v1.2
+author: Lucia Training Platform Team
+tags: [ltp, announcement, release]
+---
+
+We are pleased to announce the official release of **Lucia Training Platform v1.2.0**!
+
+## Lucia Training Platform v1.2.0 Release Notes
+
+This release introduces significant new features, enhanced reliability monitoring, improved user experience, and strengthened security measures.
+
+## Platform Features & Stability
+- Virtual Cluster administrators can now stop jobs in their own VC
+- Enhanced inference job interface with external IP gateway support
+- Portal displays only active clusters for improved user experience
+- Enhanced job execution capabilities with Docker support within jobs
+- Resolved CUDA version mismatch issues causing job-exporter crashes
+- Fixed configuration refresh issues when updating user settings
+- Resolved blob mount failures and Azure copy token issues
+
+## Local Storage
+- Local storage service with user API interface implementation
+- Integration with node recycling processes
+
+## Job Reliability & Monitoring
+- Initial automatic node failure detection module design and implementation
+- Enhanced job monitoring kusto data pipeline with summary and reaction time tracking
+- Proactive alerting email for certificate expiration management
+
+## User Experience
+- Added webportal plugin integration for Copilot functionality
+- Initial backend support for Copilot features
+- Enhanced dashboard with comprehensive platform metrics
+- Added Mean Time Between Incidents (MTBI) tracking for virtual machines and nodes in dashboard
+
+## Security
+- Updates to address security vulnerabilities in container images
+- Kubernetes version upgrade for enhanced security and performance

docs/LuciaTrainingPlatform/blog/2025-09-30-release-1-3.md

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+---
+slug: release-ltp-v1.3
+title: Releasing Lucia Training Platform v1.3
+author: Lucia Training Platform Team
+tags: [ltp, announcement, release]
+---
+
+We are pleased to announce the official release of **Lucia Training Platform v1.3.0**!
+
+## Lucia Training Platform v1.3.0 Release Notes
+
+This release brings significant improvements across platform stability, inference capabilities, user experience, and security enhancements.
+
+## Platform Features & Stability
+- Migrated PostgreSQL database to Azure disk for improved performance
+- Upgraded blobfuse version to support non-empty cache folder
+- Integrated ssh-proxy and utilization reporter services
+- Added local disk support for Prometheus deployment
+- Added H200 GPU support for VMSS provisioning scripts
+- Updated Kubernetes deployment scripts for Kubespray compatibility on Bare Metal Machines
+- CI/CD: Added GitHub workflow to build and deploy changed services
+- Fixed GPU and default eth detection in job exporter
+- Updated /etc/hosts for DNS records
+- Added alert logging webhook in alert manager
+
+## Inference Plugin
+- Added support for output streaming in web portal
+- Implemented long-context thinking output folding support
+- Deployed inference model proxy service for improved model serving
+- Messages now display as markdown and copy as plain text
+
+## Tools
+- Added comprehensive administration tools for LTP service management
+
+## Security
+- Upgraded Dockerfiles with latest system updates
+- Added Docker-in-Docker (dind) support for Webportal
+
+## User Experience
+- Code refactoring for improved maintainability
+- Integrated Copilot SGLANG/OpenAI Interface backend support
+- Added Copilot support for Dashboard Metrics visualization
+- Implemented User Feedback Loop design and functionality
+- Added VC based user group membership authentication
+
+## License
+- Added Microsoft license headers to examples directory
+- Added Microsoft license headers to contrib directory
+- Added Microsoft license headers to deployment directory
+- Added Microsoft license headers to src directory