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CSGHub Release Notes v2026.06

1 Cross-Community Federation (EE)

CSGHub officially supports cross-community federation architecture, enabling seamless identity authentication, asset discovery, and repository synchronization across different community instances. Powered by the Federation Adapter and Trust Registry mechanisms, it establishes secure and trustworthy cross-domain access.

  • Cross-Domain Single Sign-On and Authentication: Supports cross-community identity federation via Casdoor, ensuring unified local permission controls and secure user context injection for a seamless cross-site experience.
  • Asset Sharing and Synchronization: Enables users to search and discover models and datasets from federated communities directly in their local instance, supporting cross-community repository synchronization and smooth page navigation.

2 GPU Voucher System (EE)

Enables complete integration of the voucher recharge-to-consumption flow.

  • GPU Voucher Settlement: Launches the GPU Voucher functionality. Users can apply vouchers to directly offset computing resource consumption such as GPU services, featuring detailed quota expiration management and on-demand verification.

3 AI Gateway & Model Services Experience Enhancement

Upgraded the model inference and API execution experience, expanding the AI Gateway's support for multi-modal tasks.

  • Multi-Modal Inference Upgrades: AI Gateway now supports image generation (text-to-image) and automatic speech recognition (ASR) inference tasks.
  • Multi-Modal API Billing Support: Adds billing capabilities for multi-modal API calls, precisely recording and displaying multi-modal billing details.

4 Agent Observability & Administration Dashboard Improvements (EE)

Significantly enhanced platform monitoring and operations tools to improve execution stability and management under multi-node complex environments.

  • Agent Tracking: Added observability and trace tracking capabilities for Agents, enabling real-time monitoring of Agent behaviors and activities.
  • Node and Instance Monitoring: Optimized cluster and node status monitoring, resolving discrepancies in task counts and status statistics.

5 Data Processing Task (Dataflow) Managed Execution

Further bridges the data processing and computing scheduling cycle, allowing Dataflow tasks to be managed and executed directly on CSGHub.

  • Managed Scheduling: Supports submitting data processing tasks directly to the platform for execution, with real-time status monitoring and permission checks.
  • Log Observability: Supports streaming and exporting full Dataflow execution logs, allowing developers to debug and trace execution issues efficiently.

6 All-Round Security Defenses & Penetration Test Hardening

Conducted comprehensive security vulnerability remediation and system hardening to protect user data and ensure stable operations.

  • Insecure Direct Object Reference (IDOR) Protection: Fixed critical vulnerabilities that could allow unauthorized modification of user profiles, space metadata, phone numbers, and other sensitive APIs.
  • Anti-Rate/Batch-Replay Abuse: Resolved vulnerabilities related to unauthorized modifications of repository download counts (code repositories/datasets/models) and hardened interactive APIs such as the comment section against batch replay attacks.
  • Session Security: Enhanced user session management, eliminating session fixation vulnerabilities and ensuring Cookies are completely invalidated after logging out.

Historical Versions

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