yuqi1129 opened a new pull request, #10528:
URL: https://github.com/apache/gravitino/pull/10528

   ### What changes were proposed in this pull request?
   Pin the `GRAVITINO_CI_LOCALSTACK_DOCKER_IMAGE` version from `latest` to 
`4.14.0` to
   prevent CI failures caused by breaking changes in newer localstack releases.
   
   ### Why are the changes needed?
   Fix: #10527
   
   `FilesetS3CatalogIT` and related ITs have been failing since 2026-03-24 
because
   `localstack/localstack:latest` pulled a newer image that is incompatible 
with the
   current test setup. Pinning to `4.14.0` (the last known-good version) 
restores
   CI stability.
   
   ### Does this PR introduce _any_ user-facing change?
   No
   
   ### How was this patch tested?
   N/A — this is a CI configuration fix. The ITs themselves remain unchanged.


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