[Feature]: Resolving critical runtime issues and startup failures on Windows

[LINxiansheng]

Use Case

This subtask focuses on resolving critical runtime issues and startup failures on Windows

Describe the solution you'd like

Debug and fix segmentation faults and core dump issues on Windows
Resolve startup errors related to missing dependencies or configuration problems
Fix library loading and dynamic linking issues specific to Windows
Address initialization sequence problems and resource allocation failures
Resolve file permission and path-related startup errors on Windows systems
Fix memory and thread management issues causing crashes during startup
Debug and resolve any Windows-specific runtime exceptions
Ensure proper error handling and graceful failure recovery