Senrian opened a new pull request, #13724:
URL: https://github.com/apache/skywalking/pull/13724

   ## Description
   Replace deprecated `Collections.EMPTY_*` static fields with modern 
`empty*()` factory methods to avoid raw type warnings and improve code quality.
   
   ## Changes
   - Replace `Collections.EMPTY_MAP` with `Collections.emptyMap()`
   - Replace `Collections.EMPTY_LIST` with `Collections.emptyList()`
   - Replace `Collections.EMPTY_SET` with `Collections.emptySet()`
   
   ## Benefits
   - Eliminates unchecked type warnings
   - Follows modern Java best practices
   - More readable and maintainable code
   
   ## Testing
   - Local build passed


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