This update introduces significant improvements to unit testing and assignment workflows, including a new offline testing mode, unified exam/unit-test editors, and enhanced assignment lifecycle management. The unit-test question editor has been refactored to share robust, tree-aware components with the exam system, replacing a problematic flat editor and fixing data-loss issues. Additionally, assignment-related APIs have been streamlined for better security and error handling, complemented by improved teacher-guidance flows.