corgy-w opened a new pull request, #11992:
URL: https://github.com/apache/seatunnel/pull/11992

   ### Purpose of this pull request
   
   The log link builder in `LogService` uses a thread-local `StringBuffer` that 
only ever calls `append()`. `StringBuffer` is synchronized while 
`StringBuilder` is not, so switching to `StringBuilder` removes unnecessary 
synchronization overhead in the job log REST endpoints.
   
   This aligns the code with the common Java idiom: prefer `StringBuilder` for 
single-threaded string assembly.
   
   ### Does this PR introduce _any_ user-facing change?
   
   No.
   
   ### How was this patch tested?
   
   - `./mvnw spotless:apply -pl seatunnel-engine/seatunnel-engine-server`
   - `./mvnw -pl seatunnel-engine/seatunnel-engine-server compile`


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