diff --git a/.github/workflows/container_latest.yml b/.github/workflows/container_latest.yml
index 3d7cef925..7d8868f35 100644
--- a/.github/workflows/container_latest.yml
+++ b/.github/workflows/container_latest.yml
@@ -26,7 +26,7 @@ jobs:
             qemu: true
     steps:
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
       - name: Free Disk Space
         run: |
           echo "Available disk space before cleanup:"
@@ -83,7 +83,7 @@ jobs:
           username: ${{ secrets.GHCR_USERNAME }}
           password: ${{ secrets.GHCR_TOKEN }}
       - name: Build ${{ matrix.platform }}
-        uses: docker/build-push-action@v5
+        uses: docker/build-push-action@v6
         env:
           DOCKER_BUILDKIT: 1
         with:
@@ -113,7 +113,7 @@ jobs:
     if: github.event_name != 'pull_request'
     steps:
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
       - name: Docker meta
         id: docker_meta
         uses: docker/metadata-action@v5
diff --git a/.github/workflows/container_release1.yml b/.github/workflows/container_release1.yml
index 056948fcf..6f073fc52 100644
--- a/.github/workflows/container_release1.yml
+++ b/.github/workflows/container_release1.yml
@@ -29,7 +29,7 @@ jobs:
             qemu: true
     steps:
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
       - name: Free Disk Space
         run: |
           echo "Available disk space before cleanup:"
@@ -73,7 +73,7 @@ jobs:
           username: ${{ secrets.DOCKER_USERNAME }}
           password: ${{ secrets.DOCKER_PASSWORD }}
       - name: Build ${{ matrix.platform }}
-        uses: docker/build-push-action@v5
+        uses: docker/build-push-action@v6
         env:
           DOCKER_BUILDKIT: 1
         with:
@@ -102,7 +102,7 @@ jobs:
     if: github.event_name != 'pull_request'
     steps:
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
       - name: Docker meta
         id: docker_meta
         uses: docker/metadata-action@v5
diff --git a/.github/workflows/container_release2.yml b/.github/workflows/container_release2.yml
index f6cd702bc..678f10ad1 100644
--- a/.github/workflows/container_release2.yml
+++ b/.github/workflows/container_release2.yml
@@ -29,7 +29,7 @@ jobs:
             qemu: true
     steps:
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
       - name: Free Disk Space
         run: |
           echo "Available disk space before cleanup:"
@@ -73,7 +73,7 @@ jobs:
           username: ${{ secrets.DOCKER_USERNAME }}
           password: ${{ secrets.DOCKER_PASSWORD }}
       - name: Build ${{ matrix.platform }}
-        uses: docker/build-push-action@v5
+        uses: docker/build-push-action@v6
         env:
           DOCKER_BUILDKIT: 1
         with:
@@ -103,7 +103,7 @@ jobs:
     if: github.event_name != 'pull_request'
     steps:
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
       - name: Docker meta
         id: docker_meta
         uses: docker/metadata-action@v5
diff --git a/.github/workflows/container_release3.yml b/.github/workflows/container_release3.yml
index e8ff7dcbf..c5075b605 100644
--- a/.github/workflows/container_release3.yml
+++ b/.github/workflows/container_release3.yml
@@ -20,7 +20,7 @@ jobs:
     steps:
       -
         name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
       -
         name: Free Disk Space
         run: |
@@ -59,7 +59,7 @@ jobs:
           password: ${{ secrets.DOCKER_PASSWORD }}
       -
         name: Build
-        uses: docker/build-push-action@v5
+        uses: docker/build-push-action@v6
         with:
           context: ./docker
           push: ${{ github.event_name != 'pull_request' }}
diff --git a/.github/workflows/container_release4.yml b/.github/workflows/container_release4.yml
index 55d658fdf..713380ee5 100644
--- a/.github/workflows/container_release4.yml
+++ b/.github/workflows/container_release4.yml
@@ -19,7 +19,7 @@ jobs:
     steps:
       -
         name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
       -
         name: Free Disk Space
         run: |
@@ -59,7 +59,7 @@ jobs:
           password: ${{ secrets.DOCKER_PASSWORD }}
       -
         name: Build
-        uses: docker/build-push-action@v5
+        uses: docker/build-push-action@v6
         with:
           context: ./docker
           push: ${{ github.event_name != 'pull_request' }}
diff --git a/.github/workflows/container_release5.yml b/.github/workflows/container_release5.yml
index ad3698763..471028d4d 100644
--- a/.github/workflows/container_release5.yml
+++ b/.github/workflows/container_release5.yml
@@ -19,7 +19,7 @@ jobs:
     steps:
       -
         name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
       -
         name: Free Disk Space
         run: |
@@ -49,7 +49,7 @@ jobs:
           password: ${{ secrets.DOCKER_PASSWORD }}
       -
         name: Build
-        uses: docker/build-push-action@v5
+        uses: docker/build-push-action@v6
         with:
           context: ./docker
           push: ${{ github.event_name != 'pull_request' }}
diff --git a/.github/workflows/container_release_unified.yml b/.github/workflows/container_release_unified.yml
index 3d3a24d6c..eb8df9834 100644
--- a/.github/workflows/container_release_unified.yml
+++ b/.github/workflows/container_release_unified.yml
@@ -59,7 +59,7 @@ jobs:
             
     steps:
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
         
       - name: Free Disk Space
         run: |
@@ -120,7 +120,7 @@ jobs:
           password: ${{ secrets.GHCR_TOKEN }}
           
       - name: Build and push ${{ matrix.variant }}
-        uses: docker/build-push-action@v5
+        uses: docker/build-push-action@v6
         env:
           DOCKER_BUILDKIT: 1
         with:
diff --git a/.github/workflows/s3-go-tests.yml b/.github/workflows/s3-go-tests.yml
index 6e04a8d44..78387d4f1 100644
--- a/.github/workflows/s3-go-tests.yml
+++ b/.github/workflows/s3-go-tests.yml
@@ -411,4 +411,58 @@ jobs:
           path: test/s3/versioning/weed-test*.log
           retention-days: 7
 
+  s3-tagging-tests:
+    # CI job for S3 object tagging tests
+    name: S3 Tagging Tests
+    runs-on: ubuntu-22.04
+    timeout-minutes: 20
+    
+    steps:
+      - name: Check out code
+        uses: actions/checkout@v6
+
+      - name: Set up Go
+        uses: actions/setup-go@v6
+        with:
+          go-version-file: 'go.mod'
+        id: go
+
+      - name: Install SeaweedFS
+        run: |
+          go install -buildvcs=false
+
+      - name: Run S3 Tagging Tests
+        timeout-minutes: 15
+        working-directory: test/s3/tagging
+        run: |
+          set -x
+          echo "=== System Information ==="
+          uname -a
+          free -h
+          
+          # Set environment variables for the test
+          export S3_ENDPOINT="http://localhost:8006"
+          export S3_ACCESS_KEY="0555b35654ad1656d804"
+          export S3_SECRET_KEY="h7GhxuBLTrlhVUyxSPUKUV8r/2EI4ngqJxD7iBdBYLhwluN30JaT3Q=="
+          
+          # Run the specific test that is equivalent to AWS S3 tagging behavior
+          make test-with-server || {
+            echo "❌ Test failed, checking logs..."
+            if [ -f weed-test.log ]; then
+              echo "=== Server logs ==="
+              tail -100 weed-test.log
+            fi
+            echo "=== Process information ==="
+            ps aux | grep -E "(weed|test)" || true
+            exit 1
+          }
+
+      - name: Upload test logs on failure
+        if: failure()
+        uses: actions/upload-artifact@v5
+        with:
+          name: s3-tagging-test-logs
+          path: test/s3/tagging/weed-test*.log
+          retention-days: 3
+
   # Removed SSE-C integration tests and compatibility job
\ No newline at end of file
diff --git a/.github/workflows/spark-integration-tests.yml b/.github/workflows/spark-integration-tests.yml
index a5779d0db..07194df93 100644
--- a/.github/workflows/spark-integration-tests.yml
+++ b/.github/workflows/spark-integration-tests.yml
@@ -34,7 +34,7 @@ jobs:
       uses: actions/checkout@v6
 
     - name: Set up JDK 11
-      uses: actions/setup-java@v4
+      uses: actions/setup-java@v5
       with:
         java-version: '11'
         distribution: 'temurin'
@@ -125,7 +125,7 @@ jobs:
 
     - name: Upload test results
       if: always()
-      uses: actions/upload-artifact@v4
+      uses: actions/upload-artifact@v5
       with:
         name: spark-test-results
         path: test/java/spark/target/surefire-reports/
@@ -133,7 +133,7 @@ jobs:
 
     - name: Publish test report
       if: always()
-      uses: dorny/test-reporter@v1
+      uses: dorny/test-reporter@v2
       with:
         name: Spark Test Results
         path: test/java/spark/target/surefire-reports/*.xml
diff --git a/docker/Dockerfile.go_build b/docker/Dockerfile.go_build
index 2d9fe99ce..e1b3e1d7c 100644
--- a/docker/Dockerfile.go_build
+++ b/docker/Dockerfile.go_build
@@ -23,6 +23,9 @@ RUN mkdir -p /etc/seaweedfs
 COPY --from=builder /go/src/github.com/seaweedfs/seaweedfs/docker/filer.toml /etc/seaweedfs/filer.toml
 COPY --from=builder /go/src/github.com/seaweedfs/seaweedfs/docker/entrypoint.sh /entrypoint.sh
 
+# FIPS 140-3 mode is ON by default (Go 1.24+)
+# To disable: docker run -e GODEBUG=fips140=off ...
+
 # Install dependencies and create non-root user
 RUN apk add --no-cache fuse su-exec && \
     addgroup -g 1000 seaweed && \
diff --git a/docker/entrypoint.sh b/docker/entrypoint.sh
index afbc5ef6e..822f2fa6e 100755
--- a/docker/entrypoint.sh
+++ b/docker/entrypoint.sh
@@ -1,5 +1,9 @@
 #!/bin/sh
 
+# Enable FIPS 140-3 mode by default (Go 1.24+)
+# To disable: docker run -e GODEBUG=fips140=off ...
+export GODEBUG="${GODEBUG:+$GODEBUG,}fips140=on"
+
 # Fix permissions for mounted volumes
 # If /data is mounted from host, it might have different ownership
 # Fix this by ensuring seaweed user owns the directory
diff --git a/go.mod b/go.mod
index 18f12e3b1..5cae0ae52 100644
--- a/go.mod
+++ b/go.mod
@@ -50,7 +50,7 @@ require (
 	github.com/jmespath/go-jmespath v0.4.0 // indirect
 	github.com/json-iterator/go v1.1.12
 	github.com/karlseguin/ccache/v2 v2.0.8
-	github.com/klauspost/compress v1.18.1
+	github.com/klauspost/compress v1.18.2
 	github.com/klauspost/reedsolomon v1.12.5
 	github.com/kurin/blazer v0.5.3
 	github.com/linxGnu/grocksdb v1.10.3
@@ -67,7 +67,7 @@ require (
 	github.com/prometheus/client_golang v1.23.2
 	github.com/prometheus/client_model v0.6.2 // indirect
 	github.com/prometheus/common v0.66.1 // indirect
-	github.com/prometheus/procfs v0.19.1
+	github.com/prometheus/procfs v0.19.2
 	github.com/rcrowley/go-metrics v0.0.0-20201227073835-cf1acfcdf475 // indirect
 	github.com/remyoudompheng/bigfft v0.0.0-20230129092748-24d4a6f8daec // indirect
 	github.com/seaweedfs/goexif v1.0.3
@@ -124,7 +124,7 @@ require (
 	github.com/ThreeDotsLabs/watermill v1.5.1
 	github.com/a-h/templ v0.3.943
 	github.com/apple/foundationdb/bindings/go v0.0.0-20240515141816-262c6fe778ad
-	github.com/arangodb/go-driver v1.6.7
+	github.com/arangodb/go-driver v1.6.9
 	github.com/armon/go-metrics v0.4.1
 	github.com/aws/aws-sdk-go-v2 v1.40.0
 	github.com/aws/aws-sdk-go-v2/config v1.31.3
@@ -154,12 +154,12 @@ require (
 	github.com/rdleal/intervalst v1.5.0
 	github.com/redis/go-redis/v9 v9.14.1
 	github.com/schollz/progressbar/v3 v3.18.0
-	github.com/shirou/gopsutil/v4 v4.25.10
+	github.com/shirou/gopsutil/v4 v4.25.11
 	github.com/tarantool/go-tarantool/v2 v2.4.1
 	github.com/tikv/client-go/v2 v2.0.7
 	github.com/xeipuuv/gojsonschema v1.2.0
 	github.com/ydb-platform/ydb-go-sdk-auth-environ v0.5.0
-	github.com/ydb-platform/ydb-go-sdk/v3 v3.118.2
+	github.com/ydb-platform/ydb-go-sdk/v3 v3.121.0
 	go.etcd.io/etcd/client/pkg/v3 v3.6.6
 	go.uber.org/atomic v1.11.0
 	golang.org/x/sync v0.18.0
@@ -298,7 +298,7 @@ require (
 	github.com/d4l3k/messagediff v1.2.1 // indirect
 	github.com/dgryski/go-farm v0.0.0-20200201041132-a6ae2369ad13 // indirect
 	github.com/dropbox/dropbox-sdk-go-unofficial/v6 v6.0.5 // indirect
-	github.com/ebitengine/purego v0.9.0 // indirect
+	github.com/ebitengine/purego v0.9.1 // indirect
 	github.com/elastic/gosigar v0.14.3 // indirect
 	github.com/emersion/go-message v0.18.2 // indirect
 	github.com/emersion/go-vcard v0.0.0-20241024213814-c9703dde27ff // indirect
@@ -415,8 +415,8 @@ require (
 	github.com/tiancaiamao/gp v0.0.0-20221230034425-4025bc8a4d4a // indirect
 	github.com/tikv/pd/client v0.0.0-20230329114254-1948c247c2b1 // indirect
 	github.com/tinylib/msgp v1.3.0 // indirect
-	github.com/tklauser/go-sysconf v0.3.15 // indirect
-	github.com/tklauser/numcpus v0.10.0 // indirect
+	github.com/tklauser/go-sysconf v0.3.16 // indirect
+	github.com/tklauser/numcpus v0.11.0 // indirect
 	github.com/twitchyliquid64/golang-asm v0.15.1 // indirect
 	github.com/twmb/murmur3 v1.1.3 // indirect
 	github.com/ugorji/go/codec v1.3.0 // indirect
@@ -425,7 +425,7 @@ require (
 	github.com/vmihailenco/tagparser/v2 v2.0.0 // indirect
 	github.com/xanzy/ssh-agent v0.3.3 // indirect
 	github.com/yandex-cloud/go-genproto v0.0.0-20211115083454-9ca41db5ed9e // indirect
-	github.com/ydb-platform/ydb-go-genproto v0.0.0-20250911135631-b3beddd517d9 // indirect
+	github.com/ydb-platform/ydb-go-genproto v0.0.0-20251125145508-6d7ef87db5cb // indirect
 	github.com/ydb-platform/ydb-go-yc v0.12.1 // indirect
 	github.com/ydb-platform/ydb-go-yc-metadata v0.6.1 // indirect
 	github.com/yunify/qingstor-sdk-go/v3 v3.2.0 // indirect
diff --git a/go.sum b/go.sum
index dcf7d5dfb..3b7dadcfa 100644
--- a/go.sum
+++ b/go.sum
@@ -158,8 +158,6 @@ cloud.google.com/go/compute/metadata v0.1.0/go.mod h1:Z1VN+bulIf6bt4P/C37K4DyZYZ
 cloud.google.com/go/compute/metadata v0.2.0/go.mod h1:zFmK7XCadkQkj6TtorcaGlCW1hT1fIilQDwofLpJ20k=
 cloud.google.com/go/compute/metadata v0.2.1/go.mod h1:jgHgmJd2RKBGzXqF5LR2EZMGxBkeanZ9wwa75XHJgOM=
 cloud.google.com/go/compute/metadata v0.2.3/go.mod h1:VAV5nSsACxMJvgaAuX6Pk2AawlZn8kiOGuCv6gTkwuA=
-cloud.google.com/go/compute/metadata v0.8.0 h1:HxMRIbao8w17ZX6wBnjhcDkW6lTFpgcaobyVfZWqRLA=
-cloud.google.com/go/compute/metadata v0.8.0/go.mod h1:sYOGTp851OV9bOFJ9CH7elVvyzopvWQFNNghtDQ/Biw=
 cloud.google.com/go/compute/metadata v0.9.0 h1:pDUj4QMoPejqq20dK0Pg2N4yG9zIkYGdBtwLoEkH9Zs=
 cloud.google.com/go/compute/metadata v0.9.0/go.mod h1:E0bWwX5wTnLPedCKqk3pJmVgCBSM6qQI1yTBdEb3C10=
 cloud.google.com/go/contactcenterinsights v1.3.0/go.mod h1:Eu2oemoePuEFc/xKFPjbTuPSj0fYJcPls9TFlPNnHHY=
@@ -578,8 +576,6 @@ github.com/DataDog/datadog-go v3.2.0+incompatible/go.mod h1:LButxg5PwREeZtORoXG3
 github.com/DataDog/zstd v1.5.2/go.mod h1:g4AWEaM3yOg3HYfnJ3YIawPnVdXJh9QME85blwSAmyw=
 github.com/Files-com/files-sdk-go/v3 v3.2.218 h1:tIvcbHXNY/bq+Sno6vajOJOxhe5XbU59Fa1ohOybK+s=
 github.com/Files-com/files-sdk-go/v3 v3.2.218/go.mod h1:E0BaGQbcMUcql+AfubCR/iasWKBxX5UZPivnQGC2z0M=
-github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.29.0 h1:UQUsRi8WTzhZntp5313l+CHIAT95ojUI2lpP/ExlZa4=
-github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.29.0/go.mod h1:Cz6ft6Dkn3Et6l2v2a9/RpN7epQ1GtDlO6lj8bEcOvw=
 github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.30.0 h1:sBEjpZlNHzK1voKq9695PJSX2o5NEXl7/OL3coiIY0c=
 github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.30.0/go.mod h1:P4WPRUkOhJC13W//jWpyfJNDAIpvRbAUIYLX/4jtlE0=
 github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/metric v0.53.0 h1:owcC2UnmsZycprQ5RfRgjydWhuoxg71LUfyiQdijZuM=
@@ -659,8 +655,8 @@ github.com/apple/foundationdb/bindings/go v0.0.0-20240515141816-262c6fe778ad h1:
 github.com/apple/foundationdb/bindings/go v0.0.0-20240515141816-262c6fe778ad/go.mod h1:OMVSB21p9+xQUIqlGizHPZfjK+SHws1ht+ZytVDoz9U=
 github.com/appscode/go-querystring v0.0.0-20170504095604-0126cfb3f1dc h1:LoL75er+LKDHDUfU5tRvFwxH0LjPpZN8OoG8Ll+liGU=
 github.com/appscode/go-querystring v0.0.0-20170504095604-0126cfb3f1dc/go.mod h1:w648aMHEgFYS6xb0KVMMtZ2uMeemhiKCuD2vj6gY52A=
-github.com/arangodb/go-driver v1.6.7 h1:9FBUsH60cKu7DjFGozTsaqWMy+3UeEplplqUn4yEcg4=
-github.com/arangodb/go-driver v1.6.7/go.mod h1:H6uhiKUD/ki7fS9dNDK6xzMX/D5ibj5kGN1bGKd37Ho=
+github.com/arangodb/go-driver v1.6.9 h1:zckB+xuA16NmHUuYOX7INCJTIyIkoBQjAGqNpiyf2HQ=
+github.com/arangodb/go-driver v1.6.9/go.mod h1:eAM/drVZw39hTGFdkxvbVv0uJsDGFaUpqQHVZMSoALc=
 github.com/arangodb/go-velocypack v0.0.0-20200318135517-5af53c29c67e h1:Xg+hGrY2LcQBbxd0ZFdbGSyRKTYMZCfBbw/pMJFOk1g=
 github.com/arangodb/go-velocypack v0.0.0-20200318135517-5af53c29c67e/go.mod h1:mq7Shfa/CaixoDxiyAAc5jZ6CVBAyPaNQCGS7mkj4Ho=
 github.com/armon/go-metrics v0.4.1 h1:hR91U9KYmb6bLBYLQjyM+3j+rcd/UhE+G78SFnF8gJA=
@@ -800,8 +796,6 @@ github.com/cncf/xds/go v0.0.0-20211011173535-cb28da3451f1/go.mod h1:eXthEFrGJvWH
 github.com/cncf/xds/go v0.0.0-20220314180256-7f1daf1720fc/go.mod h1:eXthEFrGJvWHgFFCl3hGmgk+/aYT6PnTQLykKQRLhEs=
 github.com/cncf/xds/go v0.0.0-20230105202645-06c439db220b/go.mod h1:eXthEFrGJvWHgFFCl3hGmgk+/aYT6PnTQLykKQRLhEs=
 github.com/cncf/xds/go v0.0.0-20230310173818-32f1caf87195/go.mod h1:eXthEFrGJvWHgFFCl3hGmgk+/aYT6PnTQLykKQRLhEs=
-github.com/cncf/xds/go v0.0.0-20250501225837-2ac532fd4443 h1:aQ3y1lwWyqYPiWZThqv1aFbZMiM9vblcSArJRf2Irls=
-github.com/cncf/xds/go v0.0.0-20250501225837-2ac532fd4443/go.mod h1:W+zGtBO5Y1IgJhy4+A9GOqVhqLpfZi+vwmdNXUehLA8=
 github.com/cncf/xds/go v0.0.0-20251022180443-0feb69152e9f h1:Y8xYupdHxryycyPlc9Y+bSQAYZnetRJ70VMVKm5CKI0=
 github.com/cncf/xds/go v0.0.0-20251022180443-0feb69152e9f/go.mod h1:HlzOvOjVBOfTGSRXRyY0OiCS/3J1akRGQQpRO/7zyF4=
 github.com/cockroachdb/apd/v3 v3.1.0 h1:MK3Ow7LH0W8zkd5GMKA1PvS9qG3bWFI95WaVNfyZJ/w=
@@ -865,8 +859,8 @@ github.com/eapache/go-xerial-snappy v0.0.0-20230731223053-c322873962e3 h1:Oy0F4A
 github.com/eapache/go-xerial-snappy v0.0.0-20230731223053-c322873962e3/go.mod h1:YvSRo5mw33fLEx1+DlK6L2VV43tJt5Eyel9n9XBcR+0=
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@@ -884,11 +878,8 @@ github.com/envoyproxy/go-control-plane v0.9.10-0.20210907150352-cf90f659a021/go.
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@@ -957,8 +948,6 @@ github.com/go-fonts/stix v0.1.0/go.mod h1:w/c1f0ldAUlJmLBvlbkvVXLAD+tAMqobIIQpmn
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@@ -1335,8 +1324,8 @@ github.com/kisielk/errcheck v1.5.0/go.mod h1:pFxgyoBC7bSaBwPgfKdkLd5X25qrDl4LWUI
 github.com/kisielk/gotool v1.0.0/go.mod h1:XhKaO+MFFWcvkIS/tQcRk01m1F5IRFswLeQ+oQHNcck=
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@@ -1570,8 +1559,8 @@ github.com/prometheus/procfs v0.0.2/go.mod h1:TjEm7ze935MbeOT/UhFTIMYKhuLP4wbCsT
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@@ -1635,8 +1624,8 @@ github.com/sergi/go-diff v1.0.0/go.mod h1:0CfEIISq7TuYL3j771MWULgwwjU+GofnZX9QAm
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@@ -1673,8 +1662,6 @@ github.com/spf13/pflag v1.0.10 h1:4EBh2KAYBwaONj6b2Ye1GiHfwjqyROoF4RwYO+vPwFk=
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@@ -1731,10 +1718,10 @@ github.com/tikv/pd/client v0.0.0-20230329114254-1948c247c2b1/go.mod h1:3cTcfo8GR
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@@ -1788,14 +1775,14 @@ github.com/yandex-cloud/go-genproto v0.0.0-20211115083454-9ca41db5ed9e h1:9LPdmD
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@@ -1845,20 +1832,14 @@ go.opencensus.io v0.22.5/go.mod h1:5pWMHQbX5EPX2/62yrJeAkowc+lfs/XD7Uxpq3pI6kk=
 go.opencensus.io v0.23.0/go.mod h1:XItmlyltB5F7CS4xOC1DcqMoFqwtC6OG2xF7mCv7P7E=
 go.opencensus.io v0.24.0 h1:y73uSU6J157QMP2kn2r30vwW1A2W2WFwSCGnAVxeaD0=
 go.opencensus.io v0.24.0/go.mod h1:vNK8G9p7aAivkbmorf4v+7Hgx+Zs0yY+0fOtgBfjQKo=
-go.opentelemetry.io/auto/sdk v1.1.0 h1:cH53jehLUN6UFLY71z+NDOiNJqDdPRaXzTel0sJySYA=
-go.opentelemetry.io/auto/sdk v1.1.0/go.mod h1:3wSPjt5PWp2RhlCcmmOial7AvC4DQqZb7a7wCow3W8A=
 go.opentelemetry.io/auto/sdk v1.2.1 h1:jXsnJ4Lmnqd11kwkBV2LgLoFMZKizbCi5fNZ/ipaZ64=
 go.opentelemetry.io/auto/sdk v1.2.1/go.mod h1:KRTj+aOaElaLi+wW1kO/DZRXwkF4C5xPbEe3ZiIhN7Y=
-go.opentelemetry.io/contrib/detectors/gcp v1.37.0 h1:B+WbN9RPsvobe6q4vP6KgM8/9plR/HNjgGBrfcOlweA=
-go.opentelemetry.io/contrib/detectors/gcp v1.37.0/go.mod h1:K5zQ3TT7p2ru9Qkzk0bKtCql0RGkPj9pRjpXgZJZ+rU=
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 go.opentelemetry.io/contrib/detectors/gcp v1.38.0/go.mod h1:SU+iU7nu5ud4oCb3LQOhIZ3nRLj6FNVrKgtflbaf2ts=
 go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.62.0 h1:rbRJ8BBoVMsQShESYZ0FkvcITu8X8QNwJogcLUmDNNw=
 go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.62.0/go.mod h1:ru6KHrNtNHxM4nD/vd6QrLVWgKhxPYgblq4VAtNawTQ=
 go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.62.0 h1:Hf9xI/XLML9ElpiHVDNwvqI0hIFlzV8dgIr35kV1kRU=
 go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.62.0/go.mod h1:NfchwuyNoMcZ5MLHwPrODwUF1HWCXWrL31s8gSAdIKY=
-go.opentelemetry.io/otel v1.37.0 h1:9zhNfelUvx0KBfu/gb+ZgeAfAgtWrfHJZcAqFC228wQ=
-go.opentelemetry.io/otel v1.37.0/go.mod h1:ehE/umFRLnuLa/vSccNq9oS1ErUlkkK71gMcN34UG8I=
 go.opentelemetry.io/otel v1.38.0 h1:RkfdswUDRimDg0m2Az18RKOsnI8UDzppJAtj01/Ymk8=
 go.opentelemetry.io/otel v1.38.0/go.mod h1:zcmtmQ1+YmQM9wrNsTGV/q/uyusom3P8RxwExxkZhjM=
 go.opentelemetry.io/otel/exporters/otlp/otlptrace v1.37.0 h1:Ahq7pZmv87yiyn3jeFz/LekZmPLLdKejuO3NcK9MssM=
@@ -1869,20 +1850,12 @@ go.opentelemetry.io/otel/exporters/stdout/stdoutmetric v1.37.0 h1:6VjV6Et+1Hd2iL
 go.opentelemetry.io/otel/exporters/stdout/stdoutmetric v1.37.0/go.mod h1:u8hcp8ji5gaM/RfcOo8z9NMnf1pVLfVY7lBY2VOGuUU=
 go.opentelemetry.io/otel/exporters/zipkin v1.36.0 h1:s0n95ya5tOG03exJ5JySOdJFtwGo4ZQ+KeY7Zro4CLI=
 go.opentelemetry.io/otel/exporters/zipkin v1.36.0/go.mod h1:m9wRxtKA2MZ1HcnNC4BKI+9aYe434qRZTCvI7QGUN7Y=
-go.opentelemetry.io/otel/metric v1.37.0 h1:mvwbQS5m0tbmqML4NqK+e3aDiO02vsf/WgbsdpcPoZE=
-go.opentelemetry.io/otel/metric v1.37.0/go.mod h1:04wGrZurHYKOc+RKeye86GwKiTb9FKm1WHtO+4EVr2E=
 go.opentelemetry.io/otel/metric v1.38.0 h1:Kl6lzIYGAh5M159u9NgiRkmoMKjvbsKtYRwgfrA6WpA=
 go.opentelemetry.io/otel/metric v1.38.0/go.mod h1:kB5n/QoRM8YwmUahxvI3bO34eVtQf2i4utNVLr9gEmI=
-go.opentelemetry.io/otel/sdk v1.37.0 h1:ItB0QUqnjesGRvNcmAcU0LyvkVyGJ2xftD29bWdDvKI=
-go.opentelemetry.io/otel/sdk v1.37.0/go.mod h1:VredYzxUvuo2q3WRcDnKDjbdvmO0sCzOvVAiY+yUkAg=
 go.opentelemetry.io/otel/sdk v1.38.0 h1:l48sr5YbNf2hpCUj/FoGhW9yDkl+Ma+LrVl8qaM5b+E=
 go.opentelemetry.io/otel/sdk v1.38.0/go.mod h1:ghmNdGlVemJI3+ZB5iDEuk4bWA3GkTpW+DOoZMYBVVg=
-go.opentelemetry.io/otel/sdk/metric v1.37.0 h1:90lI228XrB9jCMuSdA0673aubgRobVZFhbjxHHspCPc=
-go.opentelemetry.io/otel/sdk/metric v1.37.0/go.mod h1:cNen4ZWfiD37l5NhS+Keb5RXVWZWpRE+9WyVCpbo5ps=
 go.opentelemetry.io/otel/sdk/metric v1.38.0 h1:aSH66iL0aZqo//xXzQLYozmWrXxyFkBJ6qT5wthqPoM=
 go.opentelemetry.io/otel/sdk/metric v1.38.0/go.mod h1:dg9PBnW9XdQ1Hd6ZnRz689CbtrUp0wMMs9iPcgT9EZA=
-go.opentelemetry.io/otel/trace v1.37.0 h1:HLdcFNbRQBE2imdSEgm/kwqmQj1Or1l/7bW6mxVK7z4=
-go.opentelemetry.io/otel/trace v1.37.0/go.mod h1:TlgrlQ+PtQO5XFerSPUYG0JSgGyryXewPGyayAWSBS0=
 go.opentelemetry.io/otel/trace v1.38.0 h1:Fxk5bKrDZJUH+AMyyIXGcFAPah0oRcT+LuNtJrmcNLE=
 go.opentelemetry.io/otel/trace v1.38.0/go.mod h1:j1P9ivuFsTceSWe1oY+EeW3sc+Pp42sO++GHkg4wwhs=
 go.opentelemetry.io/proto/otlp v0.7.0/go.mod h1:PqfVotwruBrMGOCsRd/89rSnXhoiJIqeYNgFYFoEGnI=
@@ -2113,8 +2086,6 @@ golang.org/x/oauth2 v0.0.0-20221014153046-6fdb5e3db783/go.mod h1:h4gKUeWbJ4rQPri
 golang.org/x/oauth2 v0.4.0/go.mod h1:RznEsdpjGAINPTOF0UH/t+xJ75L18YO3Ho6Pyn+uRec=
 golang.org/x/oauth2 v0.5.0/go.mod h1:9/XBHVqLaWO3/BRHs5jbpYCnOZVjj5V0ndyaAM7KB4I=
 golang.org/x/oauth2 v0.6.0/go.mod h1:ycmewcwgD4Rpr3eZJLSB4Kyyljb3qDh40vJ8STE5HKw=
-golang.org/x/oauth2 v0.30.0 h1:dnDm7JmhM45NNpd8FDDeLhK6FwqbOf4MLCM9zb1BOHI=
-golang.org/x/oauth2 v0.30.0/go.mod h1:B++QgG3ZKulg6sRPGD/mqlHQs5rB3Ml9erfeDY7xKlU=
 golang.org/x/oauth2 v0.32.0 h1:jsCblLleRMDrxMN29H3z/k1KliIvpLgCkE6R8FXXNgY=
 golang.org/x/oauth2 v0.32.0/go.mod h1:lzm5WQJQwKZ3nwavOZ3IS5Aulzxi68dUSgRHujetwEA=
 golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
@@ -2586,12 +2557,8 @@ google.golang.org/genproto v0.0.0-20230222225845-10f96fb3dbec/go.mod h1:3Dl5ZL0q
 google.golang.org/genproto v0.0.0-20230306155012-7f2fa6fef1f4/go.mod h1:NWraEVixdDnqcqQ30jipen1STv2r/n24Wb7twVTGR4s=
 google.golang.org/genproto v0.0.0-20250715232539-7130f93afb79 h1:Nt6z9UHqSlIdIGJdz6KhTIs2VRx/iOsA5iE8bmQNcxs=
 google.golang.org/genproto v0.0.0-20250715232539-7130f93afb79/go.mod h1:kTmlBHMPqR5uCZPBvwa2B18mvubkjyY3CRLI0c6fj0s=
-google.golang.org/genproto/googleapis/api v0.0.0-20250818200422-3122310a409c h1:AtEkQdl5b6zsybXcbz00j1LwNodDuH6hVifIaNqk7NQ=
-google.golang.org/genproto/googleapis/api v0.0.0-20250818200422-3122310a409c/go.mod h1:ea2MjsO70ssTfCjiwHgI0ZFqcw45Ksuk2ckf9G468GA=
 google.golang.org/genproto/googleapis/api v0.0.0-20251022142026-3a174f9686a8 h1:mepRgnBZa07I4TRuomDE4sTIYieg/osKmzIf4USdWS4=
 google.golang.org/genproto/googleapis/api v0.0.0-20251022142026-3a174f9686a8/go.mod h1:fDMmzKV90WSg1NbozdqrE64fkuTv6mlq2zxo9ad+3yo=
-google.golang.org/genproto/googleapis/rpc v0.0.0-20250818200422-3122310a409c h1:qXWI/sQtv5UKboZ/zUk7h+mrf/lXORyI+n9DKDAusdg=
-google.golang.org/genproto/googleapis/rpc v0.0.0-20250818200422-3122310a409c/go.mod h1:gw1tLEfykwDz2ET4a12jcXt4couGAm7IwsVaTy0Sflo=
 google.golang.org/genproto/googleapis/rpc v0.0.0-20251111163417-95abcf5c77ba h1:UKgtfRM7Yh93Sya0Fo8ZzhDP4qBckrrxEr2oF5UIVb8=
 google.golang.org/genproto/googleapis/rpc v0.0.0-20251111163417-95abcf5c77ba/go.mod h1:7i2o+ce6H/6BluujYR+kqX3GKH+dChPTQU19wjRPiGk=
 google.golang.org/grpc v1.19.0/go.mod h1:mqu4LbDTu4XGKhr4mRzUsmM4RtVoemTSY81AxZiDr8c=
@@ -2634,14 +2601,11 @@ google.golang.org/grpc v1.51.0/go.mod h1:wgNDFcnuBGmxLKI/qn4T+m5BtEBYXJPvibbUPsA
 google.golang.org/grpc v1.52.0/go.mod h1:pu6fVzoFb+NBYNAvQL08ic+lvB2IojljRYuun5vorUY=
 google.golang.org/grpc v1.53.0/go.mod h1:OnIrk0ipVdj4N5d9IUoFUx72/VlD7+jUsHwZgwSMQpw=
 google.golang.org/grpc v1.55.0/go.mod h1:iYEXKGkEBhg1PjZQvoYEVPTDkHo1/bjTnfwTeGONTY8=
-google.golang.org/grpc v1.75.1 h1:/ODCNEuf9VghjgO3rqLcfg8fiOP0nSluljWFlDxELLI=
-google.golang.org/grpc v1.75.1/go.mod h1:JtPAzKiq4v1xcAB2hydNlWI2RnF85XXcV0mhKXr2ecQ=
 google.golang.org/grpc v1.77.0 h1:wVVY6/8cGA6vvffn+wWK5ToddbgdU3d8MNENr4evgXM=
 google.golang.org/grpc v1.77.0/go.mod h1:z0BY1iVj0q8E1uSQCjL9cppRj+gnZjzDnzV0dHhrNig=
 google.golang.org/grpc/cmd/protoc-gen-go-grpc v1.1.0/go.mod h1:6Kw0yEErY5E/yWrBtf03jp27GLLJujG4z/JK95pnjjw=
-google.golang.org/grpc/examples v0.0.0-20230224211313-3775f633ce20 h1:MLBCGN1O7GzIx+cBiwfYPwtmZ41U3Mn/cotLJciaArI=
-google.golang.org/grpc/examples v0.0.0-20230224211313-3775f633ce20/go.mod h1:Nr5H8+MlGWr5+xX/STzdoEqJrO+YteqFbMyCsrb6mH0=
 google.golang.org/grpc/examples v0.0.0-20250407062114-b368379ef8f6 h1:ExN12ndbJ608cboPYflpTny6mXSzPrDLh0iTaVrRrds=
+google.golang.org/grpc/examples v0.0.0-20250407062114-b368379ef8f6/go.mod h1:6ytKWczdvnpnO+m+JiG9NjEDzR1FJfsnmJdG7B8QVZ8=
 google.golang.org/grpc/security/advancedtls v1.0.0 h1:/KQ7VP/1bs53/aopk9QhuPyFAp9Dm9Ejix3lzYkCrDA=
 google.golang.org/grpc/security/advancedtls v1.0.0/go.mod h1:o+s4go+e1PJ2AjuQMY5hU82W7lDlefjJA6FqEHRVHWk=
 google.golang.org/protobuf v0.0.0-20200109180630-ec00e32a8dfd/go.mod h1:DFci5gLYBciE7Vtevhsrf46CRTquxDuWsQurQQe4oz8=
@@ -2660,8 +2624,6 @@ google.golang.org/protobuf v1.27.1/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQ
 google.golang.org/protobuf v1.28.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I=
 google.golang.org/protobuf v1.28.1/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I=
 google.golang.org/protobuf v1.30.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I=
-google.golang.org/protobuf v1.36.9 h1:w2gp2mA27hUeUzj9Ex9FBjsBm40zfaDtEWow293U7Iw=
-google.golang.org/protobuf v1.36.9/go.mod h1:fuxRtAxBytpl4zzqUh6/eyUujkJdNiuEkXntxiD/uRU=
 google.golang.org/protobuf v1.36.10 h1:AYd7cD/uASjIL6Q9LiTjz8JLcrh/88q5UObnmY3aOOE=
 google.golang.org/protobuf v1.36.10/go.mod h1:HTf+CrKn2C3g5S8VImy6tdcUvCska2kB7j23XfzDpco=
 gopkg.in/alecthomas/kingpin.v2 v2.2.6/go.mod h1:FMv+mEhP44yOT+4EoQTLFTRgOQ1FBLkstjWtayDeSgw=
diff --git a/test/kafka/go.mod b/test/kafka/go.mod
index f8443caa7..b0434daa8 100644
--- a/test/kafka/go.mod
+++ b/test/kafka/go.mod
@@ -20,12 +20,12 @@ require (
 	cloud.google.com/go/auth/oauth2adapt v0.2.8 // indirect
 	cloud.google.com/go/compute/metadata v0.9.0 // indirect
 	github.com/Azure/azure-sdk-for-go/sdk/azcore v1.20.0 // indirect
-	github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.13.0 // indirect
+	github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.13.1 // indirect
 	github.com/Azure/azure-sdk-for-go/sdk/internal v1.11.2 // indirect
 	github.com/Azure/azure-sdk-for-go/sdk/storage/azblob v1.6.3 // indirect
 	github.com/Azure/azure-sdk-for-go/sdk/storage/azfile v1.5.2 // indirect
 	github.com/Azure/go-ntlmssp v0.0.0-20221128193559-754e69321358 // indirect
-	github.com/AzureAD/microsoft-authentication-library-for-go v1.5.0 // indirect
+	github.com/AzureAD/microsoft-authentication-library-for-go v1.6.0 // indirect
 	github.com/Files-com/files-sdk-go/v3 v3.2.218 // indirect
 	github.com/IBM/go-sdk-core/v5 v5.21.0 // indirect
 	github.com/Max-Sum/base32768 v0.0.0-20230304063302-18e6ce5945fd // indirect
@@ -43,7 +43,7 @@ require (
 	github.com/appscode/go-querystring v0.0.0-20170504095604-0126cfb3f1dc // indirect
 	github.com/asaskevich/govalidator v0.0.0-20230301143203-a9d515a09cc2 // indirect
 	github.com/aws/aws-sdk-go v1.55.8 // indirect
-	github.com/aws/aws-sdk-go-v2 v1.39.5 // indirect
+	github.com/aws/aws-sdk-go-v2 v1.40.0 // indirect
 	github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.7.2 // indirect
 	github.com/aws/aws-sdk-go-v2/config v1.31.3 // indirect
 	github.com/aws/aws-sdk-go-v2/credentials v1.18.20 // indirect
@@ -61,7 +61,7 @@ require (
 	github.com/aws/aws-sdk-go-v2/service/sso v1.30.0 // indirect
 	github.com/aws/aws-sdk-go-v2/service/ssooidc v1.35.4 // indirect
 	github.com/aws/aws-sdk-go-v2/service/sts v1.39.0 // indirect
-	github.com/aws/smithy-go v1.23.1 // indirect
+	github.com/aws/smithy-go v1.23.2 // indirect
 	github.com/beorn7/perks v1.0.1 // indirect
 	github.com/bradenaw/juniper v0.15.3 // indirect
 	github.com/bradfitz/iter v0.0.0-20191230175014-e8f45d346db8 // indirect
@@ -85,7 +85,7 @@ require (
 	github.com/eapache/go-resiliency v1.7.0 // indirect
 	github.com/eapache/go-xerial-snappy v0.0.0-20230731223053-c322873962e3 // indirect
 	github.com/eapache/queue v1.1.0 // indirect
-	github.com/ebitengine/purego v0.9.0 // indirect
+	github.com/ebitengine/purego v0.9.1 // indirect
 	github.com/emersion/go-message v0.18.2 // indirect
 	github.com/emersion/go-vcard v0.0.0-20241024213814-c9703dde27ff // indirect
 	github.com/felixge/httpsnoop v1.0.4 // indirect
@@ -139,7 +139,7 @@ require (
 	github.com/jtolio/noiseconn v0.0.0-20231127013910-f6d9ecbf1de7 // indirect
 	github.com/jzelinskie/whirlpool v0.0.0-20201016144138-0675e54bb004 // indirect
 	github.com/karlseguin/ccache/v2 v2.0.8 // indirect
-	github.com/klauspost/compress v1.18.1 // indirect
+	github.com/klauspost/compress v1.18.2 // indirect
 	github.com/klauspost/cpuid/v2 v2.3.0 // indirect
 	github.com/klauspost/reedsolomon v1.12.5 // indirect
 	github.com/koofr/go-httpclient v0.0.0-20240520111329-e20f8f203988 // indirect
@@ -176,7 +176,7 @@ require (
 	github.com/prometheus/client_golang v1.23.2 // indirect
 	github.com/prometheus/client_model v0.6.2 // indirect
 	github.com/prometheus/common v0.66.1 // indirect
-	github.com/prometheus/procfs v0.19.1 // indirect
+	github.com/prometheus/procfs v0.19.2 // indirect
 	github.com/putdotio/go-putio/putio v0.0.0-20200123120452-16d982cac2b8 // indirect
 	github.com/rclone/rclone v1.71.2 // indirect
 	github.com/rcrowley/go-metrics v0.0.0-20250401214520-65e299d6c5c9 // indirect
@@ -189,7 +189,7 @@ require (
 	github.com/sagikazarmark/locafero v0.11.0 // indirect
 	github.com/samber/lo v1.51.0 // indirect
 	github.com/seaweedfs/goexif v1.0.3 // indirect
-	github.com/shirou/gopsutil/v4 v4.25.10 // indirect
+	github.com/shirou/gopsutil/v4 v4.25.11 // indirect
 	github.com/sirupsen/logrus v1.9.3 // indirect
 	github.com/skratchdot/open-golang v0.0.0-20200116055534-eef842397966 // indirect
 	github.com/smarty/assertions v1.16.0 // indirect
@@ -204,8 +204,8 @@ require (
 	github.com/subosito/gotenv v1.6.0 // indirect
 	github.com/syndtr/goleveldb v1.0.1-0.20190318030020-c3a204f8e965 // indirect
 	github.com/t3rm1n4l/go-mega v0.0.0-20250926104142-ccb8d3498e6c // indirect
-	github.com/tklauser/go-sysconf v0.3.15 // indirect
-	github.com/tklauser/numcpus v0.10.0 // indirect
+	github.com/tklauser/go-sysconf v0.3.16 // indirect
+	github.com/tklauser/numcpus v0.11.0 // indirect
 	github.com/tylertreat/BoomFilters v0.0.0-20210315201527-1a82519a3e43 // indirect
 	github.com/unknwon/goconfig v1.0.0 // indirect
 	github.com/valyala/bytebufferpool v1.0.0 // indirect
diff --git a/test/kafka/go.sum b/test/kafka/go.sum
index 117610c05..a66a83034 100644
--- a/test/kafka/go.sum
+++ b/test/kafka/go.sum
@@ -39,8 +39,8 @@ cloud.google.com/go/storage v1.10.0/go.mod h1:FLPqc6j+Ki4BU591ie1oL6qBQGu2Bl/tZ9
 dmitri.shuralyov.com/gpu/mtl v0.0.0-20190408044501-666a987793e9/go.mod h1:H6x//7gZCb22OMCxBHrMx7a5I7Hp++hsVxbQ4BYO7hU=
 github.com/Azure/azure-sdk-for-go/sdk/azcore v1.20.0 h1:JXg2dwJUmPB9JmtVmdEB16APJ7jurfbY5jnfXpJoRMc=
 github.com/Azure/azure-sdk-for-go/sdk/azcore v1.20.0/go.mod h1:YD5h/ldMsG0XiIw7PdyNhLxaM317eFh5yNLccNfGdyw=
-github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.13.0 h1:KpMC6LFL7mqpExyMC9jVOYRiVhLmamjeZfRsUpB7l4s=
-github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.13.0/go.mod h1:J7MUC/wtRpfGVbQ5sIItY5/FuVWmvzlY21WAOfQnq/I=
+github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.13.1 h1:Hk5QBxZQC1jb2Fwj6mpzme37xbCDdNTxU7O9eb5+LB4=
+github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.13.1/go.mod h1:IYus9qsFobWIc2YVwe/WPjcnyCkPKtnHAqUYeebc8z0=
 github.com/Azure/azure-sdk-for-go/sdk/azidentity/cache v0.3.2 h1:yz1bePFlP5Vws5+8ez6T3HWXPmwOK7Yvq8QxDBD3SKY=
 github.com/Azure/azure-sdk-for-go/sdk/azidentity/cache v0.3.2/go.mod h1:Pa9ZNPuoNu/GztvBSKk9J1cDJW6vk/n0zLtV4mgd8N8=
 github.com/Azure/azure-sdk-for-go/sdk/internal v1.11.2 h1:9iefClla7iYpfYWdzPCRDozdmndjTm8DXdpCzPajMgA=
@@ -55,8 +55,8 @@ github.com/Azure/go-ntlmssp v0.0.0-20221128193559-754e69321358 h1:mFRzDkZVAjdal+
 github.com/Azure/go-ntlmssp v0.0.0-20221128193559-754e69321358/go.mod h1:chxPXzSsl7ZWRAuOIE23GDNzjWuZquvFlgA8xmpunjU=
 github.com/AzureAD/microsoft-authentication-extensions-for-go/cache v0.1.1 h1:WJTmL004Abzc5wDB5VtZG2PJk5ndYDgVacGqfirKxjM=
 github.com/AzureAD/microsoft-authentication-extensions-for-go/cache v0.1.1/go.mod h1:tCcJZ0uHAmvjsVYzEFivsRTN00oz5BEsRgQHu5JZ9WE=
-github.com/AzureAD/microsoft-authentication-library-for-go v1.5.0 h1:XkkQbfMyuH2jTSjQjSoihryI8GINRcs4xp8lNawg0FI=
-github.com/AzureAD/microsoft-authentication-library-for-go v1.5.0/go.mod h1:HKpQxkWaGLJ+D/5H8QRpyQXA1eKjxkFlOMwck5+33Jk=
+github.com/AzureAD/microsoft-authentication-library-for-go v1.6.0 h1:XRzhVemXdgvJqCH0sFfrBUTnUJSBrBf7++ypk+twtRs=
+github.com/AzureAD/microsoft-authentication-library-for-go v1.6.0/go.mod h1:HKpQxkWaGLJ+D/5H8QRpyQXA1eKjxkFlOMwck5+33Jk=
 github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU=
 github.com/BurntSushi/xgb v0.0.0-20160522181843-27f122750802/go.mod h1:IVnqGOEym/WlBOVXweHU+Q+/VP0lqqI8lqeDx9IjBqo=
 github.com/Files-com/files-sdk-go/v3 v3.2.218 h1:tIvcbHXNY/bq+Sno6vajOJOxhe5XbU59Fa1ohOybK+s=
@@ -102,8 +102,8 @@ github.com/asaskevich/govalidator v0.0.0-20230301143203-a9d515a09cc2 h1:DklsrG3d
 github.com/asaskevich/govalidator v0.0.0-20230301143203-a9d515a09cc2/go.mod h1:WaHUgvxTVq04UNunO+XhnAqY/wQc+bxr74GqbsZ/Jqw=
 github.com/aws/aws-sdk-go v1.55.8 h1:JRmEUbU52aJQZ2AjX4q4Wu7t4uZjOu71uyNmaWlUkJQ=
 github.com/aws/aws-sdk-go v1.55.8/go.mod h1:ZkViS9AqA6otK+JBBNH2++sx1sgxrPKcSzPPvQkUtXk=
-github.com/aws/aws-sdk-go-v2 v1.39.5 h1:e/SXuia3rkFtapghJROrydtQpfQaaUgd1cUvyO1mp2w=
-github.com/aws/aws-sdk-go-v2 v1.39.5/go.mod h1:yWSxrnioGUZ4WVv9TgMrNUeLV3PFESn/v+6T/Su8gnM=
+github.com/aws/aws-sdk-go-v2 v1.40.0 h1:/WMUA0kjhZExjOQN2z3oLALDREea1A7TobfuiBrKlwc=
+github.com/aws/aws-sdk-go-v2 v1.40.0/go.mod h1:c9pm7VwuW0UPxAEYGyTmyurVcNrbF6Rt/wixFqDhcjE=
 github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.7.2 h1:t9yYsydLYNBk9cJ73rgPhPWqOh/52fcWDQB5b1JsKSY=
 github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.7.2/go.mod h1:IusfVNTmiSN3t4rhxWFaBAqn+mcNdwKtPcV16eYdgko=
 github.com/aws/aws-sdk-go-v2/config v1.31.3 h1:RIb3yr/+PZ18YYNe6MDiG/3jVoJrPmdoCARwNkMGvco=
@@ -138,8 +138,8 @@ github.com/aws/aws-sdk-go-v2/service/ssooidc v1.35.4 h1:tBw2Qhf0kj4ZwtsVpDiVRU3z
 github.com/aws/aws-sdk-go-v2/service/ssooidc v1.35.4/go.mod h1:Deq4B7sRM6Awq/xyOBlxBdgW8/Z926KYNNaGMW2lrkA=
 github.com/aws/aws-sdk-go-v2/service/sts v1.39.0 h1:C+BRMnasSYFcgDw8o9H5hzehKzXyAb9GY5v/8bP9DUY=
 github.com/aws/aws-sdk-go-v2/service/sts v1.39.0/go.mod h1:4EjU+4mIx6+JqKQkruye+CaigV7alL3thVPfDd9VlMs=
-github.com/aws/smithy-go v1.23.1 h1:sLvcH6dfAFwGkHLZ7dGiYF7aK6mg4CgKA/iDKjLDt9M=
-github.com/aws/smithy-go v1.23.1/go.mod h1:LEj2LM3rBRQJxPZTB4KuzZkaZYnZPnvgIhb4pu07mx0=
+github.com/aws/smithy-go v1.23.2 h1:Crv0eatJUQhaManss33hS5r40CG3ZFH+21XSkqMrIUM=
+github.com/aws/smithy-go v1.23.2/go.mod h1:LEj2LM3rBRQJxPZTB4KuzZkaZYnZPnvgIhb4pu07mx0=
 github.com/beorn7/perks v1.0.1 h1:VlbKKnNfV8bJzeqoa4cOKqO6bYr3WgKZxO8Z16+hsOM=
 github.com/beorn7/perks v1.0.1/go.mod h1:G2ZrVWU2WbWT9wwq4/hrbKbnv/1ERSJQ0ibhJ6rlkpw=
 github.com/bradenaw/juniper v0.15.3 h1:RHIAMEDTpvmzV1wg1jMAHGOoI2oJUSPx3lxRldXnFGo=
@@ -208,8 +208,8 @@ github.com/eapache/go-xerial-snappy v0.0.0-20230731223053-c322873962e3 h1:Oy0F4A
 github.com/eapache/go-xerial-snappy v0.0.0-20230731223053-c322873962e3/go.mod h1:YvSRo5mw33fLEx1+DlK6L2VV43tJt5Eyel9n9XBcR+0=
 github.com/eapache/queue v1.1.0 h1:YOEu7KNc61ntiQlcEeUIoDTJ2o8mQznoNvUhiigpIqc=
 github.com/eapache/queue v1.1.0/go.mod h1:6eCeP0CKFpHLu8blIFXhExK/dRa7WDZfr6jVFPTqq+I=
-github.com/ebitengine/purego v0.9.0 h1:mh0zpKBIXDceC63hpvPuGLiJ8ZAa3DfrFTudmfi8A4k=
-github.com/ebitengine/purego v0.9.0/go.mod h1:iIjxzd6CiRiOG0UyXP+V1+jWqUXVjPKLAI0mRfJZTmQ=
+github.com/ebitengine/purego v0.9.1 h1:a/k2f2HQU3Pi399RPW1MOaZyhKJL9w/xFpKAg4q1s0A=
+github.com/ebitengine/purego v0.9.1/go.mod h1:iIjxzd6CiRiOG0UyXP+V1+jWqUXVjPKLAI0mRfJZTmQ=
 github.com/emersion/go-message v0.18.2 h1:rl55SQdjd9oJcIoQNhubD2Acs1E6IzlZISRTK7x/Lpg=
 github.com/emersion/go-message v0.18.2/go.mod h1:XpJyL70LwRvq2a8rVbHXikPgKj8+aI0kGdHlg16ibYA=
 github.com/emersion/go-vcard v0.0.0-20241024213814-c9703dde27ff h1:4N8wnS3f1hNHSmFD5zgFkWCyA4L1kCDkImPAtK7D6tg=
@@ -429,8 +429,8 @@ github.com/keybase/go-keychain v0.0.1 h1:way+bWYa6lDppZoZcgMbYsvC7GxljxrskdNInRt
 github.com/keybase/go-keychain v0.0.1/go.mod h1:PdEILRW3i9D8JcdM+FmY6RwkHGnhHxXwkPPMeUgOK1k=
 github.com/kisielk/errcheck v1.5.0/go.mod h1:pFxgyoBC7bSaBwPgfKdkLd5X25qrDl4LWUI2bnpBCr8=
 github.com/kisielk/gotool v1.0.0/go.mod h1:XhKaO+MFFWcvkIS/tQcRk01m1F5IRFswLeQ+oQHNcck=
-github.com/klauspost/compress v1.18.1 h1:bcSGx7UbpBqMChDtsF28Lw6v/G94LPrrbMbdC3JH2co=
-github.com/klauspost/compress v1.18.1/go.mod h1:ZQFFVG+MdnR0P+l6wpXgIL4NTtwiKIdBnrBd8Nrxr+0=
+github.com/klauspost/compress v1.18.2 h1:iiPHWW0YrcFgpBYhsA6D1+fqHssJscY/Tm/y2Uqnapk=
+github.com/klauspost/compress v1.18.2/go.mod h1:R0h/fSBs8DE4ENlcrlib3PsXS61voFxhIs2DeRhCvJ4=
 github.com/klauspost/cpuid/v2 v2.3.0 h1:S4CRMLnYUhGeDFDqkGriYKdfoFlDnMtqTiI/sFzhA9Y=
 github.com/klauspost/cpuid/v2 v2.3.0/go.mod h1:hqwkgyIinND0mEev00jJYCxPNVRVXFQeu1XKlok6oO0=
 github.com/klauspost/reedsolomon v1.12.5 h1:4cJuyH926If33BeDgiZpI5OU0pE+wUHZvMSyNGqN73Y=
@@ -532,8 +532,8 @@ github.com/prometheus/client_model v0.6.2 h1:oBsgwpGs7iVziMvrGhE53c/GrLUsZdHnqNw
 github.com/prometheus/client_model v0.6.2/go.mod h1:y3m2F6Gdpfy6Ut/GBsUqTWZqCUvMVzSfMLjcu6wAwpE=
 github.com/prometheus/common v0.66.1 h1:h5E0h5/Y8niHc5DlaLlWLArTQI7tMrsfQjHV+d9ZoGs=
 github.com/prometheus/common v0.66.1/go.mod h1:gcaUsgf3KfRSwHY4dIMXLPV0K/Wg1oZ8+SbZk/HH/dA=
-github.com/prometheus/procfs v0.19.1 h1:QVtROpTkphuXuNlnCv3m1ut3JytkXHtQ3xvck/YmzMM=
-github.com/prometheus/procfs v0.19.1/go.mod h1:M0aotyiemPhBCM0z5w87kL22CxfcH05ZpYlu+b4J7mw=
+github.com/prometheus/procfs v0.19.2 h1:zUMhqEW66Ex7OXIiDkll3tl9a1ZdilUOd/F6ZXw4Vws=
+github.com/prometheus/procfs v0.19.2/go.mod h1:M0aotyiemPhBCM0z5w87kL22CxfcH05ZpYlu+b4J7mw=
 github.com/putdotio/go-putio/putio v0.0.0-20200123120452-16d982cac2b8 h1:Y258uzXU/potCYnQd1r6wlAnoMB68BiCkCcCnKx1SH8=
 github.com/putdotio/go-putio/putio v0.0.0-20200123120452-16d982cac2b8/go.mod h1:bSJjRokAHHOhA+XFxplld8w2R/dXLH7Z3BZ532vhFwU=
 github.com/quic-go/qpack v0.5.1 h1:giqksBPnT/HDtZ6VhtFKgoLOWmlyo9Ei6u9PqzIMbhI=
@@ -569,8 +569,8 @@ github.com/seaweedfs/goexif v1.0.3/go.mod h1:Oni780Z236sXpIQzk1XoJlTwqrJ02smEin9
 github.com/segmentio/kafka-go v0.4.49 h1:GJiNX1d/g+kG6ljyJEoi9++PUMdXGAxb7JGPiDCuNmk=
 github.com/segmentio/kafka-go v0.4.49/go.mod h1:Y1gn60kzLEEaW28YshXyk2+VCUKbJ3Qr6DrnT3i4+9E=
 github.com/sergi/go-diff v1.0.0/go.mod h1:0CfEIISq7TuYL3j771MWULgwwjU+GofnZX9QAmXWZgo=
-github.com/shirou/gopsutil/v4 v4.25.10 h1:at8lk/5T1OgtuCp+AwrDofFRjnvosn0nkN2OLQ6g8tA=
-github.com/shirou/gopsutil/v4 v4.25.10/go.mod h1:+kSwyC8DRUD9XXEHCAFjK+0nuArFJM0lva+StQAcskM=
+github.com/shirou/gopsutil/v4 v4.25.11 h1:X53gB7muL9Gnwwo2evPSE+SfOrltMoR6V3xJAXZILTY=
+github.com/shirou/gopsutil/v4 v4.25.11/go.mod h1:EivAfP5x2EhLp2ovdpKSozecVXn1TmuG7SMzs/Wh4PU=
 github.com/sirupsen/logrus v1.7.0/go.mod h1:yWOB1SBYBC5VeMP7gHvWumXLIWorT60ONWic61uBYv0=
 github.com/sirupsen/logrus v1.9.3 h1:dueUQJ1C2q9oE3F7wvmSGAaVtTmUizReu6fjN8uqzbQ=
 github.com/sirupsen/logrus v1.9.3/go.mod h1:naHLuLoDiP4jHNo9R0sCBMtWGeIprob74mVsIT4qYEQ=
@@ -624,10 +624,10 @@ github.com/syndtr/goleveldb v1.0.1-0.20190318030020-c3a204f8e965/go.mod h1:9OrXJ
 github.com/t3rm1n4l/go-mega v0.0.0-20250926104142-ccb8d3498e6c h1:BLopNCyqewbE8+BtlIp/Juzu8AJGxz0gHdGADnsblVc=
 github.com/t3rm1n4l/go-mega v0.0.0-20250926104142-ccb8d3498e6c/go.mod h1:ykucQyiE9Q2qx1wLlEtZkkNn1IURib/2O+Mvd25i1Fo=
 github.com/tailscale/depaware v0.0.0-20210622194025-720c4b409502/go.mod h1:p9lPsd+cx33L3H9nNoecRRxPssFKUwwI50I3pZ0yT+8=
-github.com/tklauser/go-sysconf v0.3.15 h1:VE89k0criAymJ/Os65CSn1IXaol+1wrsFHEB8Ol49K4=
-github.com/tklauser/go-sysconf v0.3.15/go.mod h1:Dmjwr6tYFIseJw7a3dRLJfsHAMXZ3nEnL/aZY+0IuI4=
-github.com/tklauser/numcpus v0.10.0 h1:18njr6LDBk1zuna922MgdjQuJFjrdppsZG60sHGfjso=
-github.com/tklauser/numcpus v0.10.0/go.mod h1:BiTKazU708GQTYF4mB+cmlpT2Is1gLk7XVuEeem8LsQ=
+github.com/tklauser/go-sysconf v0.3.16 h1:frioLaCQSsF5Cy1jgRBrzr6t502KIIwQ0MArYICU0nA=
+github.com/tklauser/go-sysconf v0.3.16/go.mod h1:/qNL9xxDhc7tx3HSRsLWNnuzbVfh3e7gh/BmM179nYI=
+github.com/tklauser/numcpus v0.11.0 h1:nSTwhKH5e1dMNsCdVBukSZrURJRoHbSEQjdEbY+9RXw=
+github.com/tklauser/numcpus v0.11.0/go.mod h1:z+LwcLq54uWZTX0u/bGobaV34u6V7KNlTZejzM6/3MQ=
 github.com/twitchyliquid64/golang-asm v0.15.1 h1:SU5vSMR7hnwNxj24w34ZyCi/FmDZTkS4MhqMhdFk5YI=
 github.com/twitchyliquid64/golang-asm v0.15.1/go.mod h1:a1lVb/DtPvCB8fslRZhAngC2+aY1QWCk3Cedj/Gdt08=
 github.com/tylertreat/BoomFilters v0.0.0-20210315201527-1a82519a3e43 h1:QEePdg0ty2r0t1+qwfZmQ4OOl/MB2UXIeJSpIZv56lg=
diff --git a/test/s3/tagging/Makefile b/test/s3/tagging/Makefile
new file mode 100644
index 000000000..aa2f18f7c
--- /dev/null
+++ b/test/s3/tagging/Makefile
@@ -0,0 +1,321 @@
+# S3 Object Tagging Tests
+# Tests for GitHub issue #7589: S3 object Tags query comes back empty
+
+.PHONY: help build-weed setup-server start-server stop-server test-tagging test-tagging-quick test-tagging-comprehensive test-all clean logs check-deps test-with-server
+
+# Configuration
+WEED_BINARY := ../../../weed/weed_binary
+S3_PORT := 8006
+MASTER_PORT := 9338
+VOLUME_PORT := 8085
+FILER_PORT := 8893
+TEST_TIMEOUT := 10m
+TEST_PATTERN := TestObjectTaggingOnUpload|TestPutObjectTaggingAPI|TestDeleteObjectTagging|TestTag
+
+# Default target
+help:
+	@echo "S3 Object Tagging Tests Makefile"
+	@echo ""
+	@echo "Available targets:"
+	@echo "  help                       - Show this help message"
+	@echo "  build-weed                - Build the SeaweedFS binary"
+	@echo "  check-deps                - Check dependencies and build binary if needed"
+	@echo "  start-server              - Start SeaweedFS server for testing"
+	@echo "  stop-server               - Stop SeaweedFS server"
+	@echo "  test-tagging              - Run all tagging tests"
+	@echo "  test-tagging-quick        - Run core tagging tests only"
+	@echo "  test-tagging-comprehensive - Run comprehensive tagging tests"
+	@echo "  test-with-server          - Start server, run tests, stop server"
+	@echo "  logs                      - Show server logs"
+	@echo "  clean                     - Clean up test artifacts and stop server"
+	@echo "  health-check              - Check if server is accessible"
+	@echo ""
+	@echo "Configuration:"
+	@echo "  S3_PORT=${S3_PORT}"
+	@echo "  TEST_TIMEOUT=${TEST_TIMEOUT}"
+
+# Build the SeaweedFS binary
+build-weed:
+	@echo "Building SeaweedFS binary..."
+	@cd ../../../weed && go build -o weed_binary .
+	@chmod +x $(WEED_BINARY)
+	@echo "✅ SeaweedFS binary built at $(WEED_BINARY)"
+
+check-deps: build-weed
+	@echo "Checking dependencies..."
+	@echo "🔍 DEBUG: Checking Go installation..."
+	@command -v go >/dev/null 2>&1 || (echo "Go is required but not installed" && exit 1)
+	@echo "🔍 DEBUG: Go version: $$(go version)"
+	@echo "🔍 DEBUG: Checking binary at $(WEED_BINARY)..."
+	@test -f $(WEED_BINARY) || (echo "SeaweedFS binary not found at $(WEED_BINARY)" && exit 1)
+	@echo "🔍 DEBUG: Binary size: $$(ls -lh $(WEED_BINARY) | awk '{print $$5}')"
+	@echo "🔍 DEBUG: Binary permissions: $$(ls -la $(WEED_BINARY) | awk '{print $$1}')"
+	@echo "🔍 DEBUG: Checking Go module dependencies..."
+	@go list -m github.com/aws/aws-sdk-go-v2 >/dev/null 2>&1 || (echo "AWS SDK Go v2 not found. Run 'go mod tidy'." && exit 1)
+	@go list -m github.com/stretchr/testify >/dev/null 2>&1 || (echo "Testify not found. Run 'go mod tidy'." && exit 1)
+	@echo "✅ All dependencies are available"
+
+# Start SeaweedFS server for testing
+start-server: check-deps
+	@echo "Starting SeaweedFS server..."
+	@echo "🔍 DEBUG: Current working directory: $$(pwd)"
+	@echo "🔍 DEBUG: Checking for existing weed processes..."
+	@ps aux | grep weed | grep -v grep || echo "No existing weed processes found"
+	@echo "🔍 DEBUG: Cleaning up any existing PID file..."
+	@rm -f weed-server.pid
+	@echo "🔍 DEBUG: Checking for port conflicts..."
+	@if netstat -tlnp 2>/dev/null | grep $(S3_PORT) >/dev/null; then \
+		echo "⚠️  Port $(S3_PORT) is already in use, trying to find the process..."; \
+		netstat -tlnp 2>/dev/null | grep $(S3_PORT) || true; \
+	else \
+		echo "✅ Port $(S3_PORT) is available"; \
+	fi
+	@echo "🔍 DEBUG: Checking binary at $(WEED_BINARY)"
+	@ls -la $(WEED_BINARY) || (echo "❌ Binary not found!" && exit 1)
+	@echo "🔍 DEBUG: Checking config file at ../../../docker/compose/s3.json"
+	@ls -la ../../../docker/compose/s3.json || echo "⚠️  Config file not found, continuing without it"
+	@echo "🔍 DEBUG: Creating volume directory..."
+	@mkdir -p ./test-volume-data
+	@echo "🔍 DEBUG: Launching SeaweedFS server in background..."
+	@echo "🔍 DEBUG: Command: $(WEED_BINARY) server -filer -filer.maxMB=64 -s3 -ip.bind 0.0.0.0 -dir=./test-volume-data -master.raftHashicorp -master.electionTimeout 1s -master.volumeSizeLimitMB=100 -volume.max=100 -volume.preStopSeconds=1 -master.port=$(MASTER_PORT) -volume.port=$(VOLUME_PORT) -filer.port=$(FILER_PORT) -s3.port=$(S3_PORT) -metricsPort=9329 -s3.allowEmptyFolder=false -s3.allowDeleteBucketNotEmpty=true -s3.config=../../../docker/compose/s3.json -master.peers=none"
+	@$(WEED_BINARY) server \
+		-filer \
+		-filer.maxMB=64 \
+		-s3 \
+		-ip.bind 0.0.0.0 \
+		-dir=./test-volume-data \
+		-master.raftHashicorp \
+		-master.electionTimeout 1s \
+		-master.volumeSizeLimitMB=100 \
+		-volume.max=100 \
+		-volume.preStopSeconds=1 \
+		-master.port=$(MASTER_PORT) \
+		-volume.port=$(VOLUME_PORT) \
+		-filer.port=$(FILER_PORT) \
+		-s3.port=$(S3_PORT) \
+		-metricsPort=9329 \
+		-s3.allowEmptyFolder=false \
+		-s3.allowDeleteBucketNotEmpty=true \
+		-s3.config=../../../docker/compose/s3.json \
+		-master.peers=none \
+		> weed-test.log 2>&1 & echo $$! > weed-server.pid
+	@echo "🔍 DEBUG: Server PID: $$(cat weed-server.pid 2>/dev/null || echo 'PID file not found')"
+	@echo "🔍 DEBUG: Checking if PID is still running..."
+	@sleep 2
+	@if [ -f weed-server.pid ]; then \
+		SERVER_PID=$$(cat weed-server.pid); \
+		ps -p $$SERVER_PID || echo "⚠️  Server PID $$SERVER_PID not found after 2 seconds"; \
+	else \
+		echo "⚠️  PID file not found"; \
+	fi
+	@echo "🔍 DEBUG: Waiting for server to start (up to 90 seconds)..."
+	@for i in $$(seq 1 90); do \
+		echo "🔍 DEBUG: Attempt $$i/90 - checking port $(S3_PORT)"; \
+		if curl -s http://localhost:$(S3_PORT) >/dev/null 2>&1; then \
+			echo "✅ SeaweedFS server started successfully on port $(S3_PORT) after $$i seconds"; \
+			exit 0; \
+		fi; \
+		if [ $$i -eq 5 ]; then \
+			echo "🔍 DEBUG: After 5 seconds, checking process and logs..."; \
+			ps aux | grep weed | grep -v grep || echo "No weed processes found"; \
+			if [ -f weed-test.log ]; then \
+				echo "=== First server logs ==="; \
+				head -20 weed-test.log; \
+			fi; \
+		fi; \
+		if [ $$i -eq 15 ]; then \
+			echo "🔍 DEBUG: After 15 seconds, checking port bindings..."; \
+			netstat -tlnp 2>/dev/null | grep $(S3_PORT) || echo "Port $(S3_PORT) not bound"; \
+			netstat -tlnp 2>/dev/null | grep $(MASTER_PORT) || echo "Port $(MASTER_PORT) not bound"; \
+			netstat -tlnp 2>/dev/null | grep $(VOLUME_PORT) || echo "Port $(VOLUME_PORT) not bound"; \
+		fi; \
+		if [ $$i -eq 30 ]; then \
+			echo "⚠️  Server taking longer than expected (30s), checking logs..."; \
+			if [ -f weed-test.log ]; then \
+				echo "=== Recent server logs ==="; \
+				tail -20 weed-test.log; \
+			fi; \
+		fi; \
+		sleep 1; \
+	done; \
+	echo "❌ Server failed to start within 90 seconds"; \
+	echo "🔍 DEBUG: Final process check:"; \
+	ps aux | grep weed | grep -v grep || echo "No weed processes found"; \
+	echo "🔍 DEBUG: Final port check:"; \
+	netstat -tlnp 2>/dev/null | grep -E "($(S3_PORT)|$(MASTER_PORT)|$(VOLUME_PORT))" || echo "No ports bound"; \
+	echo "=== Full server logs ==="; \
+	if [ -f weed-test.log ]; then \
+		cat weed-test.log; \
+	else \
+		echo "No log file found"; \
+	fi; \
+	exit 1
+
+# Stop SeaweedFS server
+stop-server:
+	@echo "Stopping SeaweedFS server..."
+	@if [ -f weed-server.pid ]; then \
+		SERVER_PID=$$(cat weed-server.pid); \
+		echo "Killing server PID $$SERVER_PID"; \
+		if ps -p $$SERVER_PID >/dev/null 2>&1; then \
+			kill -TERM $$SERVER_PID 2>/dev/null || true; \
+			sleep 2; \
+			if ps -p $$SERVER_PID >/dev/null 2>&1; then \
+				echo "Process still running, sending KILL signal..."; \
+				kill -KILL $$SERVER_PID 2>/dev/null || true; \
+				sleep 1; \
+			fi; \
+		else \
+			echo "Process $$SERVER_PID not found (already stopped)"; \
+		fi; \
+		rm -f weed-server.pid; \
+	else \
+		echo "No PID file found, checking for running processes..."; \
+		echo "⚠️  Skipping automatic process cleanup to avoid CI issues"; \
+		echo "Note: Any remaining weed processes should be cleaned up by the CI environment"; \
+	fi
+	@echo "✅ SeaweedFS server stopped"
+
+# Show server logs
+logs:
+	@if test -f weed-test.log; then \
+		echo "=== SeaweedFS Server Logs ==="; \
+		tail -f weed-test.log; \
+	else \
+		echo "No log file found. Server may not be running."; \
+	fi
+
+# Core tagging tests (basic functionality)
+test-tagging-quick: check-deps
+	@echo "Running core tagging tests..."
+	@go test -v -timeout=$(TEST_TIMEOUT) -run "TestObjectTaggingOnUpload|TestPutObjectTaggingAPI" .
+	@echo "✅ Core tagging tests completed"
+
+# All tagging tests (comprehensive)
+test-tagging: check-deps
+	@echo "Running all tagging tests..."
+	@go test -v -timeout=$(TEST_TIMEOUT) -run "$(TEST_PATTERN)" .
+	@echo "✅ All tagging tests completed"
+
+# Comprehensive tagging tests (all features)
+test-tagging-comprehensive: check-deps
+	@echo "Running comprehensive tagging tests..."
+	@go test -v -timeout=$(TEST_TIMEOUT) .
+	@echo "✅ Comprehensive tagging tests completed"
+
+# All tests without server management
+test-tagging-simple: check-deps
+	@echo "Running tagging tests (assuming server is already running)..."
+	@go test -v -timeout=$(TEST_TIMEOUT) .
+	@echo "✅ All tagging tests completed"
+
+# Start server, run tests, stop server
+test-with-server: start-server
+	@echo "Running tagging tests with managed server..."
+	@sleep 5  # Give server time to fully start
+	@make test-tagging-comprehensive || (echo "Tests failed, stopping server..." && make stop-server && exit 1)
+	@make stop-server
+	@echo "✅ All tests completed with managed server"
+
+# Health check
+health-check:
+	@echo "Checking server health..."
+	@if curl -s http://localhost:$(S3_PORT) >/dev/null 2>&1; then \
+		echo "✅ Server is accessible on port $(S3_PORT)"; \
+	else \
+		echo "❌ Server is not accessible on port $(S3_PORT)"; \
+		exit 1; \
+	fi
+
+# Clean up
+clean:
+	@echo "Cleaning up test artifacts..."
+	@make stop-server
+	@rm -f weed-test.log
+	@rm -f weed-server.pid
+	@rm -rf ./test-volume-data
+	@rm -f tagging.test
+	@go clean -testcache
+	@echo "✅ Cleanup completed"
+
+# Individual test targets for specific functionality
+test-upload:
+	@echo "Running upload tagging tests..."
+	@go test -v -timeout=$(TEST_TIMEOUT) -run "TestObjectTaggingOnUpload" .
+
+test-special-chars:
+	@echo "Running special characters tagging tests..."
+	@go test -v -timeout=$(TEST_TIMEOUT) -run "TestObjectTaggingOnUploadWithSpecialCharacters" .
+
+test-api:
+	@echo "Running API tagging tests..."
+	@go test -v -timeout=$(TEST_TIMEOUT) -run "TestPutObjectTaggingAPI" .
+
+test-get:
+	@echo "Running get tagging tests..."
+	@go test -v -timeout=$(TEST_TIMEOUT) -run "TestGetObjectTaggingAPI" .
+
+test-delete:
+	@echo "Running delete tagging tests..."
+	@go test -v -timeout=$(TEST_TIMEOUT) -run "TestDeleteObjectTaggingAPI" .
+
+# Development targets
+dev-start: start-server
+	@echo "Development server started. Access S3 API at http://localhost:$(S3_PORT)"
+	@echo "To stop: make stop-server"
+
+dev-test: check-deps
+	@echo "Running tests in development mode..."
+	@go test -v -timeout=$(TEST_TIMEOUT) -run "TestObjectTaggingOnUpload" .
+
+# CI targets
+ci-test: check-deps
+	@echo "Running tests in CI mode..."
+	@go test -v -timeout=$(TEST_TIMEOUT) -race .
+
+# All targets
+test-all: test-tagging test-tagging-comprehensive
+	@echo "✅ All tagging tests completed"
+
+# Benchmark targets
+benchmark-tagging:
+	@echo "Running tagging performance benchmarks..."
+	@go test -v -timeout=$(TEST_TIMEOUT) -bench=. -benchmem .
+
+# Coverage targets
+coverage:
+	@echo "Running tests with coverage..."
+	@go test -v -timeout=$(TEST_TIMEOUT) -coverprofile=coverage.out .
+	@go tool cover -html=coverage.out -o coverage.html
+	@echo "Coverage report generated: coverage.html"
+
+# Format and lint
+fmt:
+	@echo "Formatting Go code..."
+	@go fmt .
+
+lint:
+	@echo "Running linter..."
+	@golint . || echo "golint not available, skipping..."
+
+# Install dependencies for development
+install-deps:
+	@echo "Installing Go dependencies..."
+	@go mod tidy
+	@go mod download
+
+# Show current configuration
+show-config:
+	@echo "Current configuration:"
+	@echo "  WEED_BINARY: $(WEED_BINARY)"
+	@echo "  S3_PORT: $(S3_PORT)"
+	@echo "  TEST_TIMEOUT: $(TEST_TIMEOUT)"
+	@echo "  TEST_PATTERN: $(TEST_PATTERN)"
+
+# Legacy targets for backward compatibility
+test: test-with-server
+test-verbose: test-tagging-comprehensive
+test-single: test-upload
+test-clean: clean
+build: check-deps
+setup: check-deps
diff --git a/test/s3/tagging/README.md b/test/s3/tagging/README.md
new file mode 100644
index 000000000..73f2a46c4
--- /dev/null
+++ b/test/s3/tagging/README.md
@@ -0,0 +1,53 @@
+# S3 Object Tagging Tests
+
+This directory contains tests for S3 object tagging functionality.
+
+## Issue Reference
+
+These tests were created to verify the fix for [GitHub Issue #7589](https://github.com/seaweedfs/seaweedfs/issues/7589):
+**S3 object Tags query comes back empty**
+
+## Problem Description
+
+When uploading an object with tags using the `X-Amz-Tagging` header, the tags were not being stored. 
+When querying the object tagging with `GetObjectTagging`, the response was empty.
+
+This was a regression between SeaweedFS 4.00 and 4.01.
+
+## Root Cause
+
+The `putToFiler` function in `s3api_object_handlers_put.go` was not parsing the `X-Amz-Tagging` header
+and storing the tags in the entry's Extended metadata. The code was only copying user metadata 
+(headers starting with `X-Amz-Meta-`) but not object tags.
+
+## Fix
+
+Added tag parsing logic to `putToFiler` that:
+1. Reads the `X-Amz-Tagging` header
+2. Parses it using `url.ParseQuery()` for proper URL decoding
+3. Stores each tag with the prefix `X-Amz-Tagging-` in the entry's Extended metadata
+
+## Running Tests
+
+```bash
+# Run all tagging tests
+cd test/s3/tagging
+make test
+
+# Run specific test
+make test-upload
+
+# Or using go test directly
+go test -v ./...
+```
+
+## Test Cases
+
+1. **TestObjectTaggingOnUpload** - Basic test for tags sent during object upload
+2. **TestObjectTaggingOnUploadWithSpecialCharacters** - Tests URL-encoded tag values
+3. **TestObjectTaggingOnUploadWithEmptyValue** - Tests tags with empty values
+4. **TestPutObjectTaggingAPI** - Tests the PutObjectTagging API separately
+5. **TestDeleteObjectTagging** - Tests tag deletion
+6. **TestTagsNotPreservedAfterObjectOverwrite** - Verifies AWS S3 behavior on overwrite
+7. **TestMaximumNumberOfTags** - Tests storing the maximum 10 tags
+8. **TestTagCountHeader** - Tests the x-amz-tagging-count header in HeadObject
diff --git a/test/s3/tagging/s3_tagging_test.go b/test/s3/tagging/s3_tagging_test.go
new file mode 100644
index 000000000..c490ca1aa
--- /dev/null
+++ b/test/s3/tagging/s3_tagging_test.go
@@ -0,0 +1,446 @@
+package tagging
+
+import (
+	"context"
+	"fmt"
+	"os"
+	"strings"
+	"testing"
+	"time"
+
+	"github.com/aws/aws-sdk-go-v2/aws"
+	"github.com/aws/aws-sdk-go-v2/config"
+	"github.com/aws/aws-sdk-go-v2/credentials"
+	"github.com/aws/aws-sdk-go-v2/service/s3"
+	"github.com/aws/aws-sdk-go-v2/service/s3/types"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+// S3TestConfig holds configuration for S3 tests
+type S3TestConfig struct {
+	Endpoint      string
+	AccessKey     string
+	SecretKey     string
+	Region        string
+	BucketPrefix  string
+	UseSSL        bool
+	SkipVerifySSL bool
+}
+
+// getDefaultConfig returns a fresh instance of the default test configuration
+func getDefaultConfig() *S3TestConfig {
+	endpoint := os.Getenv("S3_ENDPOINT")
+	if endpoint == "" {
+		endpoint = "http://localhost:8333" // Default SeaweedFS S3 port
+	}
+	accessKey := os.Getenv("S3_ACCESS_KEY")
+	if accessKey == "" {
+		accessKey = "some_access_key1"
+	}
+	secretKey := os.Getenv("S3_SECRET_KEY")
+	if secretKey == "" {
+		secretKey = "some_secret_key1"
+	}
+	return &S3TestConfig{
+		Endpoint:      endpoint,
+		AccessKey:     accessKey,
+		SecretKey:     secretKey,
+		Region:        "us-east-1",
+		BucketPrefix:  "test-tagging-",
+		UseSSL:        false,
+		SkipVerifySSL: true,
+	}
+}
+
+// getS3Client creates an AWS S3 client for testing
+func getS3Client(t *testing.T) *s3.Client {
+	defaultConfig := getDefaultConfig()
+	cfg, err := config.LoadDefaultConfig(context.TODO(),
+		config.WithRegion(defaultConfig.Region),
+		config.WithCredentialsProvider(credentials.NewStaticCredentialsProvider(
+			defaultConfig.AccessKey,
+			defaultConfig.SecretKey,
+			"",
+		)),
+		config.WithEndpointResolverWithOptions(aws.EndpointResolverWithOptionsFunc(
+			func(service, region string, options ...interface{}) (aws.Endpoint, error) {
+				return aws.Endpoint{
+					URL:           defaultConfig.Endpoint,
+					SigningRegion: defaultConfig.Region,
+				}, nil
+			})),
+	)
+	require.NoError(t, err)
+
+	client := s3.NewFromConfig(cfg, func(o *s3.Options) {
+		o.UsePathStyle = true
+	})
+	return client
+}
+
+// createTestBucket creates a test bucket with a unique name
+func createTestBucket(t *testing.T, client *s3.Client) string {
+	defaultConfig := getDefaultConfig()
+	bucketName := fmt.Sprintf("%s%d", defaultConfig.BucketPrefix, time.Now().UnixNano())
+
+	_, err := client.CreateBucket(context.TODO(), &s3.CreateBucketInput{
+		Bucket: aws.String(bucketName),
+	})
+	require.NoError(t, err)
+
+	// Wait for bucket metadata to be fully processed
+	time.Sleep(50 * time.Millisecond)
+
+	return bucketName
+}
+
+// cleanupTestBucket removes the test bucket and all its contents
+func cleanupTestBucket(t *testing.T, client *s3.Client, bucketName string) {
+	// First, delete all objects in the bucket
+	listResp, err := client.ListObjectsV2(context.TODO(), &s3.ListObjectsV2Input{
+		Bucket: aws.String(bucketName),
+	})
+	if err == nil {
+		for _, obj := range listResp.Contents {
+			_, err := client.DeleteObject(context.TODO(), &s3.DeleteObjectInput{
+				Bucket: aws.String(bucketName),
+				Key:    obj.Key,
+			})
+			if err != nil {
+				t.Logf("Warning: failed to delete object %s: %v", *obj.Key, err)
+			}
+		}
+	}
+
+	// Then delete the bucket
+	_, err = client.DeleteBucket(context.TODO(), &s3.DeleteBucketInput{
+		Bucket: aws.String(bucketName),
+	})
+	if err != nil {
+		t.Logf("Warning: failed to delete bucket %s: %v", bucketName, err)
+	}
+}
+
+// TestObjectTaggingOnUpload tests that tags sent during object upload (via X-Amz-Tagging header)
+// are properly stored and can be retrieved. This is the fix for GitHub issue #7589.
+func TestObjectTaggingOnUpload(t *testing.T) {
+	client := getS3Client(t)
+	bucketName := createTestBucket(t, client)
+	defer cleanupTestBucket(t, client, bucketName)
+
+	objectKey := "test-object-with-tags"
+	objectContent := "Hello, World!"
+
+	// Put object with tags using the Tagging parameter (X-Amz-Tagging header)
+	_, err := client.PutObject(context.TODO(), &s3.PutObjectInput{
+		Bucket:  aws.String(bucketName),
+		Key:     aws.String(objectKey),
+		Body:    strings.NewReader(objectContent),
+		Tagging: aws.String("env=production&team=platform"),
+	})
+	require.NoError(t, err, "Should be able to put object with tags")
+
+	// Get the tags back
+	tagResp, err := client.GetObjectTagging(context.TODO(), &s3.GetObjectTaggingInput{
+		Bucket: aws.String(bucketName),
+		Key:    aws.String(objectKey),
+	})
+	require.NoError(t, err, "Should be able to get object tags")
+
+	// Verify tags were stored correctly
+	require.Len(t, tagResp.TagSet, 2, "Should have 2 tags")
+
+	// Build a map for easier assertion
+	tagMap := make(map[string]string)
+	for _, tag := range tagResp.TagSet {
+		tagMap[*tag.Key] = *tag.Value
+	}
+
+	assert.Equal(t, "production", tagMap["env"], "env tag should be 'production'")
+	assert.Equal(t, "platform", tagMap["team"], "team tag should be 'platform'")
+}
+
+// TestObjectTaggingOnUploadWithSpecialCharacters tests tags with URL-encoded characters
+func TestObjectTaggingOnUploadWithSpecialCharacters(t *testing.T) {
+	client := getS3Client(t)
+	bucketName := createTestBucket(t, client)
+	defer cleanupTestBucket(t, client, bucketName)
+
+	objectKey := "test-object-with-special-tags"
+	objectContent := "Hello, World!"
+
+	// Put object with tags containing special characters
+	// AWS SDK will URL-encode these automatically
+	_, err := client.PutObject(context.TODO(), &s3.PutObjectInput{
+		Bucket:  aws.String(bucketName),
+		Key:     aws.String(objectKey),
+		Body:    strings.NewReader(objectContent),
+		Tagging: aws.String("timestamp=2025-07-16 14:40:39&path=/tmp/file.txt"),
+	})
+	require.NoError(t, err, "Should be able to put object with special character tags")
+
+	// Get the tags back
+	tagResp, err := client.GetObjectTagging(context.TODO(), &s3.GetObjectTaggingInput{
+		Bucket: aws.String(bucketName),
+		Key:    aws.String(objectKey),
+	})
+	require.NoError(t, err, "Should be able to get object tags")
+
+	// Verify tags were stored and URL-decoded correctly
+	require.Len(t, tagResp.TagSet, 2, "Should have 2 tags")
+
+	tagMap := make(map[string]string)
+	for _, tag := range tagResp.TagSet {
+		tagMap[*tag.Key] = *tag.Value
+	}
+
+	assert.Equal(t, "2025-07-16 14:40:39", tagMap["timestamp"], "timestamp tag should be decoded correctly")
+	assert.Equal(t, "/tmp/file.txt", tagMap["path"], "path tag should be decoded correctly")
+}
+
+// TestObjectTaggingOnUploadWithEmptyValue tests tags with empty values
+func TestObjectTaggingOnUploadWithEmptyValue(t *testing.T) {
+	client := getS3Client(t)
+	bucketName := createTestBucket(t, client)
+	defer cleanupTestBucket(t, client, bucketName)
+
+	objectKey := "test-object-with-empty-tag"
+	objectContent := "Hello, World!"
+
+	// Put object with a tag that has an empty value
+	_, err := client.PutObject(context.TODO(), &s3.PutObjectInput{
+		Bucket:  aws.String(bucketName),
+		Key:     aws.String(objectKey),
+		Body:    strings.NewReader(objectContent),
+		Tagging: aws.String("marker=&env=dev"),
+	})
+	require.NoError(t, err, "Should be able to put object with empty tag value")
+
+	// Get the tags back
+	tagResp, err := client.GetObjectTagging(context.TODO(), &s3.GetObjectTaggingInput{
+		Bucket: aws.String(bucketName),
+		Key:    aws.String(objectKey),
+	})
+	require.NoError(t, err, "Should be able to get object tags")
+
+	// Verify tags were stored correctly
+	require.Len(t, tagResp.TagSet, 2, "Should have 2 tags")
+
+	tagMap := make(map[string]string)
+	for _, tag := range tagResp.TagSet {
+		tagMap[*tag.Key] = *tag.Value
+	}
+
+	assert.Equal(t, "", tagMap["marker"], "marker tag should have empty value")
+	assert.Equal(t, "dev", tagMap["env"], "env tag should be 'dev'")
+}
+
+// TestPutObjectTaggingAPI tests the PutObjectTagging API separately from upload
+func TestPutObjectTaggingAPI(t *testing.T) {
+	client := getS3Client(t)
+	bucketName := createTestBucket(t, client)
+	defer cleanupTestBucket(t, client, bucketName)
+
+	objectKey := "test-object-for-tagging-api"
+	objectContent := "Hello, World!"
+
+	// First, put object without tags
+	_, err := client.PutObject(context.TODO(), &s3.PutObjectInput{
+		Bucket: aws.String(bucketName),
+		Key:    aws.String(objectKey),
+		Body:   strings.NewReader(objectContent),
+	})
+	require.NoError(t, err, "Should be able to put object without tags")
+
+	// Get tags - should be empty
+	tagResp, err := client.GetObjectTagging(context.TODO(), &s3.GetObjectTaggingInput{
+		Bucket: aws.String(bucketName),
+		Key:    aws.String(objectKey),
+	})
+	require.NoError(t, err, "Should be able to get object tags")
+	assert.Len(t, tagResp.TagSet, 0, "Should have no tags initially")
+
+	// Now add tags using PutObjectTagging API
+	_, err = client.PutObjectTagging(context.TODO(), &s3.PutObjectTaggingInput{
+		Bucket: aws.String(bucketName),
+		Key:    aws.String(objectKey),
+		Tagging: &types.Tagging{
+			TagSet: []types.Tag{
+				{Key: aws.String("env"), Value: aws.String("staging")},
+				{Key: aws.String("version"), Value: aws.String("1.0")},
+			},
+		},
+	})
+	require.NoError(t, err, "Should be able to put object tags via API")
+
+	// Get tags - should now have the tags
+	tagResp, err = client.GetObjectTagging(context.TODO(), &s3.GetObjectTaggingInput{
+		Bucket: aws.String(bucketName),
+		Key:    aws.String(objectKey),
+	})
+	require.NoError(t, err, "Should be able to get object tags after PutObjectTagging")
+	require.Len(t, tagResp.TagSet, 2, "Should have 2 tags")
+
+	tagMap := make(map[string]string)
+	for _, tag := range tagResp.TagSet {
+		tagMap[*tag.Key] = *tag.Value
+	}
+
+	assert.Equal(t, "staging", tagMap["env"], "env tag should be 'staging'")
+	assert.Equal(t, "1.0", tagMap["version"], "version tag should be '1.0'")
+}
+
+// TestDeleteObjectTagging tests the DeleteObjectTagging API
+func TestDeleteObjectTagging(t *testing.T) {
+	client := getS3Client(t)
+	bucketName := createTestBucket(t, client)
+	defer cleanupTestBucket(t, client, bucketName)
+
+	objectKey := "test-object-for-delete-tags"
+	objectContent := "Hello, World!"
+
+	// Put object with tags
+	_, err := client.PutObject(context.TODO(), &s3.PutObjectInput{
+		Bucket:  aws.String(bucketName),
+		Key:     aws.String(objectKey),
+		Body:    strings.NewReader(objectContent),
+		Tagging: aws.String("env=production"),
+	})
+	require.NoError(t, err, "Should be able to put object with tags")
+
+	// Verify tags exist
+	tagResp, err := client.GetObjectTagging(context.TODO(), &s3.GetObjectTaggingInput{
+		Bucket: aws.String(bucketName),
+		Key:    aws.String(objectKey),
+	})
+	require.NoError(t, err, "Should be able to get object tags")
+	require.Len(t, tagResp.TagSet, 1, "Should have 1 tag")
+
+	// Delete tags
+	_, err = client.DeleteObjectTagging(context.TODO(), &s3.DeleteObjectTaggingInput{
+		Bucket: aws.String(bucketName),
+		Key:    aws.String(objectKey),
+	})
+	require.NoError(t, err, "Should be able to delete object tags")
+
+	// Verify tags are deleted
+	tagResp, err = client.GetObjectTagging(context.TODO(), &s3.GetObjectTaggingInput{
+		Bucket: aws.String(bucketName),
+		Key:    aws.String(objectKey),
+	})
+	require.NoError(t, err, "Should be able to get object tags after deletion")
+	assert.Len(t, tagResp.TagSet, 0, "Should have no tags after deletion")
+}
+
+// TestTagsNotPreservedAfterObjectOverwrite tests that tags are NOT preserved when an object is overwritten
+// This matches AWS S3 behavior where overwriting an object replaces all metadata including tags
+func TestTagsNotPreservedAfterObjectOverwrite(t *testing.T) {
+	client := getS3Client(t)
+	bucketName := createTestBucket(t, client)
+	defer cleanupTestBucket(t, client, bucketName)
+
+	objectKey := "test-object-overwrite-tags"
+	objectContent := "Original content"
+
+	// Put object with tags
+	_, err := client.PutObject(context.TODO(), &s3.PutObjectInput{
+		Bucket:  aws.String(bucketName),
+		Key:     aws.String(objectKey),
+		Body:    strings.NewReader(objectContent),
+		Tagging: aws.String("original=true"),
+	})
+	require.NoError(t, err, "Should be able to put object with tags")
+
+	// Verify original tags exist
+	tagResp, err := client.GetObjectTagging(context.TODO(), &s3.GetObjectTaggingInput{
+		Bucket: aws.String(bucketName),
+		Key:    aws.String(objectKey),
+	})
+	require.NoError(t, err, "Should be able to get object tags")
+	require.Len(t, tagResp.TagSet, 1, "Should have 1 tag")
+	assert.Equal(t, "original", *tagResp.TagSet[0].Key)
+
+	// Overwrite the object WITHOUT tags
+	_, err = client.PutObject(context.TODO(), &s3.PutObjectInput{
+		Bucket: aws.String(bucketName),
+		Key:    aws.String(objectKey),
+		Body:   strings.NewReader("New content"),
+	})
+	require.NoError(t, err, "Should be able to overwrite object")
+
+	// Tags should be gone after overwrite (matches AWS S3 behavior)
+	tagResp, err = client.GetObjectTagging(context.TODO(), &s3.GetObjectTaggingInput{
+		Bucket: aws.String(bucketName),
+		Key:    aws.String(objectKey),
+	})
+	require.NoError(t, err, "Should be able to get object tags after overwrite")
+	assert.Len(t, tagResp.TagSet, 0, "Tags should be cleared after object overwrite")
+}
+
+// TestMaximumNumberOfTags tests that we can store the maximum 10 tags per object
+func TestMaximumNumberOfTags(t *testing.T) {
+	client := getS3Client(t)
+	bucketName := createTestBucket(t, client)
+	defer cleanupTestBucket(t, client, bucketName)
+
+	objectKey := "test-object-max-tags"
+	objectContent := "Hello, World!"
+
+	// Build 10 tags (S3 max)
+	tags := []string{}
+	for i := 1; i <= 10; i++ {
+		tags = append(tags, fmt.Sprintf("key%d=value%d", i, i))
+	}
+	tagging := strings.Join(tags, "&")
+
+	// Put object with 10 tags
+	_, err := client.PutObject(context.TODO(), &s3.PutObjectInput{
+		Bucket:  aws.String(bucketName),
+		Key:     aws.String(objectKey),
+		Body:    strings.NewReader(objectContent),
+		Tagging: aws.String(tagging),
+	})
+	require.NoError(t, err, "Should be able to put object with 10 tags")
+
+	// Get the tags back
+	tagResp, err := client.GetObjectTagging(context.TODO(), &s3.GetObjectTaggingInput{
+		Bucket: aws.String(bucketName),
+		Key:    aws.String(objectKey),
+	})
+	require.NoError(t, err, "Should be able to get object tags")
+	assert.Len(t, tagResp.TagSet, 10, "Should have 10 tags")
+}
+
+// TestTagCountHeader tests that the x-amz-tagging-count header is returned in HeadObject
+func TestTagCountHeader(t *testing.T) {
+	client := getS3Client(t)
+	bucketName := createTestBucket(t, client)
+	defer cleanupTestBucket(t, client, bucketName)
+
+	objectKey := "test-object-tag-count"
+	objectContent := "Hello, World!"
+
+	// Put object with tags
+	_, err := client.PutObject(context.TODO(), &s3.PutObjectInput{
+		Bucket:  aws.String(bucketName),
+		Key:     aws.String(objectKey),
+		Body:    strings.NewReader(objectContent),
+		Tagging: aws.String("env=prod&team=backend&version=2.0"),
+	})
+	require.NoError(t, err, "Should be able to put object with tags")
+
+	// Head object to get tag count
+	headResp, err := client.HeadObject(context.TODO(), &s3.HeadObjectInput{
+		Bucket: aws.String(bucketName),
+		Key:    aws.String(objectKey),
+	})
+	require.NoError(t, err, "Should be able to head object")
+
+	// Check tag count header
+	if headResp.TagCount != nil {
+		assert.Equal(t, int32(3), *headResp.TagCount, "Tag count should be 3")
+	} else {
+		t.Log("Warning: TagCount header not returned - this may be expected depending on implementation")
+	}
+}
diff --git a/weed/admin/dash/admin_server.go b/weed/admin/dash/admin_server.go
index 4a1dd592f..4ce357502 100644
--- a/weed/admin/dash/admin_server.go
+++ b/weed/admin/dash/admin_server.go
@@ -98,33 +98,30 @@ func NewAdminServer(masters string, templateFS http.FileSystem, dataDir string)
 		glog.Warningf("Failed to initialize credential manager: %v", err)
 		// Continue without credential manager - will fall back to legacy approach
 	} else {
-		// For stores that need filer client details, set them
+		server.credentialManager = credentialManager
+
+		// For stores that need filer address function, set them
 		if store := credentialManager.GetStore(); store != nil {
-			if filerClientSetter, ok := store.(interface {
-				SetFilerClient(string, grpc.DialOption)
+			if filerFuncSetter, ok := store.(interface {
+				SetFilerAddressFunc(func() pb.ServerAddress, grpc.DialOption)
 			}); ok {
-				// We'll set the filer client later when we discover filers
-				// For now, just store the credential manager
-				server.credentialManager = credentialManager
-
-				// Set up a goroutine to set filer client once we discover filers
+				// Set up a goroutine to configure filer address function once we discover filers
 				go func() {
 					for {
 						filerAddr := server.GetFilerAddress()
 						if filerAddr != "" {
-							filerClientSetter.SetFilerClient(filerAddr, server.grpcDialOption)
-							glog.V(1).Infof("Set filer client for credential manager: %s", filerAddr)
+							// Configure the function to dynamically return the current active filer (HA-aware)
+							filerFuncSetter.SetFilerAddressFunc(func() pb.ServerAddress {
+								return pb.ServerAddress(server.GetFilerAddress())
+							}, server.grpcDialOption)
+							glog.V(1).Infof("Set filer address function for credential manager: %s", filerAddr)
 							break
 						}
 						glog.V(1).Infof("Waiting for filer discovery for credential manager...")
-						time.Sleep(5 * time.Second) // Retry every 5 seconds
+						time.Sleep(5 * time.Second)
 					}
 				}()
-			} else {
-				server.credentialManager = credentialManager
 			}
-		} else {
-			server.credentialManager = credentialManager
 		}
 	}
 
diff --git a/weed/admin/dash/user_management_test.go b/weed/admin/dash/user_management_test.go
new file mode 100644
index 000000000..6e63bfa31
--- /dev/null
+++ b/weed/admin/dash/user_management_test.go
@@ -0,0 +1,109 @@
+package dash
+
+import (
+	"testing"
+
+	"github.com/seaweedfs/seaweedfs/weed/credential"
+	_ "github.com/seaweedfs/seaweedfs/weed/credential/filer_etc" // Import to register filer_etc store
+	"github.com/seaweedfs/seaweedfs/weed/pb"
+	"google.golang.org/grpc"
+)
+
+// TestFilerAddressFunctionInterface tests that the filer_etc store
+// implements the correct SetFilerAddressFunc interface (issue #7575)
+func TestFilerAddressFunctionInterface(t *testing.T) {
+	// Create credential manager with filer_etc store
+	credentialManager, err := credential.NewCredentialManagerWithDefaults("")
+	if err != nil {
+		t.Fatalf("Failed to initialize credential manager: %v", err)
+	}
+
+	store := credentialManager.GetStore()
+	if store == nil {
+		t.Fatal("Credential store is nil")
+	}
+
+	// Check if store is filer_etc type
+	if store.GetName() != credential.StoreTypeFilerEtc {
+		t.Skipf("Skipping test - store is not filer_etc (got: %s)", store.GetName())
+	}
+
+	// Check if store implements SetFilerAddressFunc interface
+	// This is the critical check for bug #7575
+	filerFuncSetter, ok := store.(interface {
+		SetFilerAddressFunc(func() pb.ServerAddress, grpc.DialOption)
+	})
+	if !ok {
+		t.Fatal("FilerEtcStore does not implement SetFilerAddressFunc interface - bug #7575")
+	}
+
+	// Verify we can call the method without panic
+	mockFilerAddress := pb.ServerAddress("localhost:8888")
+	filerFuncSetter.SetFilerAddressFunc(func() pb.ServerAddress {
+		return mockFilerAddress
+	}, grpc.WithInsecure())
+
+	t.Log("FilerEtcStore correctly implements SetFilerAddressFunc interface")
+}
+
+// TestGenerateAccessKey tests the access key generation function
+func TestGenerateAccessKey(t *testing.T) {
+	key1 := generateAccessKey()
+	key2 := generateAccessKey()
+
+	// Check length
+	if len(key1) != 20 {
+		t.Errorf("Expected access key length 20, got %d", len(key1))
+	}
+
+	// Check uniqueness
+	if key1 == key2 {
+		t.Error("Generated access keys should be unique")
+	}
+
+	// Check character set
+	for _, c := range key1 {
+		if !((c >= 'A' && c <= 'Z') || (c >= '0' && c <= '9')) {
+			t.Errorf("Access key contains invalid character: %c", c)
+		}
+	}
+}
+
+// TestGenerateSecretKey tests the secret key generation function
+func TestGenerateSecretKey(t *testing.T) {
+	key1 := generateSecretKey()
+	key2 := generateSecretKey()
+
+	// Check length (base64 encoding of 30 bytes = 40 characters)
+	if len(key1) != 40 {
+		t.Errorf("Expected secret key length 40, got %d", len(key1))
+	}
+
+	// Check uniqueness
+	if key1 == key2 {
+		t.Error("Generated secret keys should be unique")
+	}
+}
+
+// TestGenerateAccountId tests the account ID generation function
+func TestGenerateAccountId(t *testing.T) {
+	id1 := generateAccountId()
+	id2 := generateAccountId()
+
+	// Check length
+	if len(id1) != 12 {
+		t.Errorf("Expected account ID length 12, got %d", len(id1))
+	}
+
+	// Check that it's a number
+	for _, c := range id1 {
+		if c < '0' || c > '9' {
+			t.Errorf("Account ID contains non-digit character: %c", c)
+		}
+	}
+
+	// Check uniqueness (they should usually be different)
+	if id1 == id2 {
+		t.Log("Warning: Generated account IDs are the same (rare but possible)")
+	}
+}
diff --git a/weed/command/admin.go b/weed/command/admin.go
index ded85a2ee..c8a4a4b12 100644
--- a/weed/command/admin.go
+++ b/weed/command/admin.go
@@ -22,6 +22,7 @@ import (
 	"github.com/seaweedfs/seaweedfs/weed/admin"
 	"github.com/seaweedfs/seaweedfs/weed/admin/dash"
 	"github.com/seaweedfs/seaweedfs/weed/admin/handlers"
+	_ "github.com/seaweedfs/seaweedfs/weed/credential/filer_etc" // Register filer_etc credential store
 	"github.com/seaweedfs/seaweedfs/weed/pb"
 	"github.com/seaweedfs/seaweedfs/weed/security"
 	"github.com/seaweedfs/seaweedfs/weed/util"
diff --git a/weed/command/scaffold/filer.toml b/weed/command/scaffold/filer.toml
index 61a7ced6d..9261591c4 100644
--- a/weed/command/scaffold/filer.toml
+++ b/weed/command/scaffold/filer.toml
@@ -201,8 +201,11 @@ table = "seaweedfs"
 [redis2]
 enabled = false
 address = "localhost:6379"
+username = ""
 password = ""
 database = 0
+# prefix for filer redis keys
+keyPrefix = ""
 enable_tls = false
 ca_cert_path = ""
 client_cert_path = ""
@@ -217,6 +220,8 @@ masterName = "master"
 username = ""
 password = ""
 database = 0
+# prefix for filer redis keys
+keyPrefix = ""
 enable_tls = false
 ca_cert_path = ""
 client_cert_path = ""
@@ -232,7 +237,10 @@ addresses = [
     "localhost:30005",
     "localhost:30006",
 ]
+username = ""
 password = ""
+# prefix for filer redis keys
+keyPrefix = ""
 enable_tls = false
 ca_cert_path = ""
 client_cert_path = ""
@@ -248,8 +256,11 @@ superLargeDirectories = []
 [redis_lua]
 enabled = false
 address = "localhost:6379"
+username = ""
 password = ""
 database = 0
+# prefix for filer redis keys
+keyPrefix = ""
 enable_tls = false
 ca_cert_path = ""
 client_cert_path = ""
@@ -264,6 +275,8 @@ masterName = "master"
 username = ""
 password = ""
 database = 0
+# prefix for filer redis keys
+keyPrefix = ""
 enable_tls = false
 ca_cert_path = ""
 client_cert_path = ""
@@ -279,7 +292,10 @@ addresses = [
     "localhost:30005",
     "localhost:30006",
 ]
+username = ""
 password = ""
+# prefix for filer redis keys
+keyPrefix = ""
 enable_tls = false
 ca_cert_path = ""
 client_cert_path = ""
@@ -373,8 +389,10 @@ dialTimeOut = 10
 enabled = false
 location = "/tmp/"
 address = "localhost:6379"
+username = ""
 password = ""
 database = 1
+keyPrefix = ""
 
 [tikv]
 enabled = false
diff --git a/weed/filer/redis2/redis_cluster_store.go b/weed/filer/redis2/redis_cluster_store.go
index 6e4f11d22..5e1593e9e 100644
--- a/weed/filer/redis2/redis_cluster_store.go
+++ b/weed/filer/redis2/redis_cluster_store.go
@@ -25,20 +25,24 @@ func (store *RedisCluster2Store) Initialize(configuration util.Configuration, pr
 
 	return store.initialize(
 		configuration.GetStringSlice(prefix+"addresses"),
+		configuration.GetString(prefix+"username"),
 		configuration.GetString(prefix+"password"),
+		configuration.GetString(prefix+"keyPrefix"),
 		configuration.GetBool(prefix+"useReadOnly"),
 		configuration.GetBool(prefix+"routeByLatency"),
 		configuration.GetStringSlice(prefix+"superLargeDirectories"),
 	)
 }
 
-func (store *RedisCluster2Store) initialize(addresses []string, password string, readOnly, routeByLatency bool, superLargeDirectories []string) (err error) {
+func (store *RedisCluster2Store) initialize(addresses []string, username string, password string, keyPrefix string, readOnly, routeByLatency bool, superLargeDirectories []string) (err error) {
 	store.Client = redis.NewClusterClient(&redis.ClusterOptions{
 		Addrs:          addresses,
+		Username:       username,
 		Password:       password,
 		ReadOnly:       readOnly,
 		RouteByLatency: routeByLatency,
 	})
+	store.keyPrefix = keyPrefix
 	store.loadSuperLargeDirectories(superLargeDirectories)
 	return
 }
diff --git a/weed/filer/redis2/redis_sentinel_store.go b/weed/filer/redis2/redis_sentinel_store.go
index 5fc368fc7..dc15285bd 100644
--- a/weed/filer/redis2/redis_sentinel_store.go
+++ b/weed/filer/redis2/redis_sentinel_store.go
@@ -26,10 +26,11 @@ func (store *Redis2SentinelStore) Initialize(configuration util.Configuration, p
 		configuration.GetString(prefix+"username"),
 		configuration.GetString(prefix+"password"),
 		configuration.GetInt(prefix+"database"),
+		configuration.GetString(prefix+"keyPrefix"),
 	)
 }
 
-func (store *Redis2SentinelStore) initialize(addresses []string, masterName string, username string, password string, database int) (err error) {
+func (store *Redis2SentinelStore) initialize(addresses []string, masterName string, username string, password string, database int, keyPrefix string) (err error) {
 	store.Client = redis.NewFailoverClient(&redis.FailoverOptions{
 		MasterName:      masterName,
 		SentinelAddrs:   addresses,
@@ -41,5 +42,6 @@ func (store *Redis2SentinelStore) initialize(addresses []string, masterName stri
 		ReadTimeout:     time.Second * 30,
 		WriteTimeout:    time.Second * 5,
 	})
+	store.keyPrefix = keyPrefix
 	return
 }
diff --git a/weed/filer/redis2/redis_store.go b/weed/filer/redis2/redis_store.go
index f9322be42..7193699f9 100644
--- a/weed/filer/redis2/redis_store.go
+++ b/weed/filer/redis2/redis_store.go
@@ -27,8 +27,10 @@ func (store *Redis2Store) GetName() string {
 func (store *Redis2Store) Initialize(configuration util.Configuration, prefix string) (err error) {
 	return store.initialize(
 		configuration.GetString(prefix+"address"),
+		configuration.GetString(prefix+"username"),
 		configuration.GetString(prefix+"password"),
 		configuration.GetInt(prefix+"database"),
+		configuration.GetString(prefix+"keyPrefix"),
 		configuration.GetStringSlice(prefix+"superLargeDirectories"),
 		configuration.GetBool(prefix+"enable_mtls"),
 		configuration.GetString(prefix+"ca_cert_path"),
@@ -37,7 +39,13 @@ func (store *Redis2Store) Initialize(configuration util.Configuration, prefix st
 	)
 }
 
-func (store *Redis2Store) initialize(hostPort string, password string, database int, superLargeDirectories []string, enableMtls bool, caCertPath string, clientCertPath string, clientKeyPath string) (err error) {
+func (store *Redis2Store) initialize(hostPort string, username string, password string, database int, keyPrefix string, superLargeDirectories []string, enableMtls bool, caCertPath string, clientCertPath string, clientKeyPath string) (err error) {
+	opt := &redis.Options{
+		Addr:     hostPort,
+		Username: username,
+		Password: password,
+		DB:       database,
+	}
 	if enableMtls {
 		clientCert, err := tls.LoadX509KeyPair(clientCertPath, clientKeyPath)
 		if err != nil {
@@ -59,25 +67,15 @@ func (store *Redis2Store) initialize(hostPort string, password string, database
 			glog.Fatalf("Error parsing redis host and port from %s: %v", hostPort, err)
 		}
 
-		tlsConfig := &tls.Config{
+		opt.TLSConfig = &tls.Config{
 			Certificates: []tls.Certificate{clientCert},
 			RootCAs:      caCertPool,
 			ServerName:   redisHost,
 			MinVersion:   tls.VersionTLS12,
 		}
-		store.Client = redis.NewClient(&redis.Options{
-			Addr:      hostPort,
-			Password:  password,
-			DB:        database,
-			TLSConfig: tlsConfig,
-		})
-	} else {
-		store.Client = redis.NewClient(&redis.Options{
-			Addr:     hostPort,
-			Password: password,
-			DB:       database,
-		})
 	}
+	store.Client = redis.NewClient(opt)
+	store.keyPrefix = keyPrefix
 	store.loadSuperLargeDirectories(superLargeDirectories)
 	return
 }
diff --git a/weed/filer/redis2/universal_redis_store.go b/weed/filer/redis2/universal_redis_store.go
index 0dbf7a72a..a8429a764 100644
--- a/weed/filer/redis2/universal_redis_store.go
+++ b/weed/filer/redis2/universal_redis_store.go
@@ -19,6 +19,7 @@ const (
 
 type UniversalRedis2Store struct {
 	Client                  redis.UniversalClient
+	keyPrefix               string
 	superLargeDirectoryHash map[string]bool
 }
 
@@ -35,6 +36,13 @@ func (store *UniversalRedis2Store) loadSuperLargeDirectories(superLargeDirectori
 	}
 }
 
+func (store *UniversalRedis2Store) getKey(key string) string {
+	if store.keyPrefix == "" {
+		return key
+	}
+	return store.keyPrefix + key
+}
+
 func (store *UniversalRedis2Store) BeginTransaction(ctx context.Context) (context.Context, error) {
 	return ctx, nil
 }
@@ -57,7 +65,7 @@ func (store *UniversalRedis2Store) InsertEntry(ctx context.Context, entry *filer
 	}
 
 	if name != "" {
-		if err = store.Client.ZAddNX(ctx, genDirectoryListKey(dir), redis.Z{Score: 0, Member: name}).Err(); err != nil {
+		if err = store.Client.ZAddNX(ctx, store.getKey(genDirectoryListKey(dir)), redis.Z{Score: 0, Member: name}).Err(); err != nil {
 			return fmt.Errorf("persisting %s in parent dir: %v", entry.FullPath, err)
 		}
 	}
@@ -75,7 +83,7 @@ func (store *UniversalRedis2Store) doInsertEntry(ctx context.Context, entry *fil
 		value = util.MaybeGzipData(value)
 	}
 
-	if err = store.Client.Set(ctx, string(entry.FullPath), value, time.Duration(entry.TtlSec)*time.Second).Err(); err != nil {
+	if err = store.Client.Set(ctx, store.getKey(string(entry.FullPath)), value, time.Duration(entry.TtlSec)*time.Second).Err(); err != nil {
 		return fmt.Errorf("persisting %s : %v", entry.FullPath, err)
 	}
 	return nil
@@ -88,7 +96,7 @@ func (store *UniversalRedis2Store) UpdateEntry(ctx context.Context, entry *filer
 
 func (store *UniversalRedis2Store) FindEntry(ctx context.Context, fullpath util.FullPath) (entry *filer.Entry, err error) {
 
-	data, err := store.Client.Get(ctx, string(fullpath)).Result()
+	data, err := store.Client.Get(ctx, store.getKey(string(fullpath))).Result()
 	if err == redis.Nil {
 		return nil, filer_pb.ErrNotFound
 	}
@@ -110,12 +118,12 @@ func (store *UniversalRedis2Store) FindEntry(ctx context.Context, fullpath util.
 
 func (store *UniversalRedis2Store) DeleteEntry(ctx context.Context, fullpath util.FullPath) (err error) {
 
-	_, err = store.Client.Del(ctx, genDirectoryListKey(string(fullpath))).Result()
+	_, err = store.Client.Del(ctx, store.getKey(genDirectoryListKey(string(fullpath)))).Result()
 	if err != nil {
 		return fmt.Errorf("delete dir list %s : %v", fullpath, err)
 	}
 
-	_, err = store.Client.Del(ctx, string(fullpath)).Result()
+	_, err = store.Client.Del(ctx, store.getKey(string(fullpath))).Result()
 	if err != nil {
 		return fmt.Errorf("delete %s : %v", fullpath, err)
 	}
@@ -125,7 +133,7 @@ func (store *UniversalRedis2Store) DeleteEntry(ctx context.Context, fullpath uti
 		return nil
 	}
 	if name != "" {
-		_, err = store.Client.ZRem(ctx, genDirectoryListKey(dir), name).Result()
+		_, err = store.Client.ZRem(ctx, store.getKey(genDirectoryListKey(dir)), name).Result()
 		if err != nil {
 			return fmt.Errorf("DeleteEntry %s in parent dir: %v", fullpath, err)
 		}
@@ -140,7 +148,7 @@ func (store *UniversalRedis2Store) DeleteFolderChildren(ctx context.Context, ful
 		return nil
 	}
 
-	members, err := store.Client.ZRangeByLex(ctx, genDirectoryListKey(string(fullpath)), &redis.ZRangeBy{
+	members, err := store.Client.ZRangeByLex(ctx, store.getKey(genDirectoryListKey(string(fullpath))), &redis.ZRangeBy{
 		Min: "-",
 		Max: "+",
 	}).Result()
@@ -150,12 +158,12 @@ func (store *UniversalRedis2Store) DeleteFolderChildren(ctx context.Context, ful
 
 	for _, fileName := range members {
 		path := util.NewFullPath(string(fullpath), fileName)
-		_, err = store.Client.Del(ctx, string(path)).Result()
+		_, err = store.Client.Del(ctx, store.getKey(string(path))).Result()
 		if err != nil {
 			return fmt.Errorf("DeleteFolderChildren %s in parent dir: %v", fullpath, err)
 		}
 		// not efficient, but need to remove if it is a directory
-		store.Client.Del(ctx, genDirectoryListKey(string(path)))
+		store.Client.Del(ctx, store.getKey(genDirectoryListKey(string(path))))
 	}
 
 	return nil
@@ -167,7 +175,7 @@ func (store *UniversalRedis2Store) ListDirectoryPrefixedEntries(ctx context.Cont
 
 func (store *UniversalRedis2Store) ListDirectoryEntries(ctx context.Context, dirPath util.FullPath, startFileName string, includeStartFile bool, limit int64, eachEntryFunc filer.ListEachEntryFunc) (lastFileName string, err error) {
 
-	dirListKey := genDirectoryListKey(string(dirPath))
+	dirListKey := store.getKey(genDirectoryListKey(string(dirPath)))
 
 	min := "-"
 	if startFileName != "" {
@@ -201,7 +209,7 @@ func (store *UniversalRedis2Store) ListDirectoryEntries(ctx context.Context, dir
 		} else {
 			if entry.TtlSec > 0 {
 				if entry.Attr.Crtime.Add(time.Duration(entry.TtlSec) * time.Second).Before(time.Now()) {
-					store.Client.Del(ctx, string(path)).Result()
+					store.Client.Del(ctx, store.getKey(string(path))).Result()
 					store.Client.ZRem(ctx, dirListKey, fileName).Result()
 					continue
 				}
diff --git a/weed/filer/redis_lua/redis_cluster_store.go b/weed/filer/redis_lua/redis_cluster_store.go
index 251aadbcd..b64342fc2 100644
--- a/weed/filer/redis_lua/redis_cluster_store.go
+++ b/weed/filer/redis_lua/redis_cluster_store.go
@@ -25,20 +25,24 @@ func (store *RedisLuaClusterStore) Initialize(configuration util.Configuration,
 
 	return store.initialize(
 		configuration.GetStringSlice(prefix+"addresses"),
+		configuration.GetString(prefix+"username"),
 		configuration.GetString(prefix+"password"),
+		configuration.GetString(prefix+"keyPrefix"),
 		configuration.GetBool(prefix+"useReadOnly"),
 		configuration.GetBool(prefix+"routeByLatency"),
 		configuration.GetStringSlice(prefix+"superLargeDirectories"),
 	)
 }
 
-func (store *RedisLuaClusterStore) initialize(addresses []string, password string, readOnly, routeByLatency bool, superLargeDirectories []string) (err error) {
+func (store *RedisLuaClusterStore) initialize(addresses []string, username string, password string, keyPrefix string, readOnly, routeByLatency bool, superLargeDirectories []string) (err error) {
 	store.Client = redis.NewClusterClient(&redis.ClusterOptions{
 		Addrs:          addresses,
+		Username:       username,
 		Password:       password,
 		ReadOnly:       readOnly,
 		RouteByLatency: routeByLatency,
 	})
+	store.keyPrefix = keyPrefix
 	store.loadSuperLargeDirectories(superLargeDirectories)
 	return
 }
diff --git a/weed/filer/redis_lua/redis_sentinel_store.go b/weed/filer/redis_lua/redis_sentinel_store.go
index f22a7fa66..12a582ac3 100644
--- a/weed/filer/redis_lua/redis_sentinel_store.go
+++ b/weed/filer/redis_lua/redis_sentinel_store.go
@@ -26,10 +26,11 @@ func (store *RedisLuaSentinelStore) Initialize(configuration util.Configuration,
 		configuration.GetString(prefix+"username"),
 		configuration.GetString(prefix+"password"),
 		configuration.GetInt(prefix+"database"),
+		configuration.GetString(prefix+"keyPrefix"),
 	)
 }
 
-func (store *RedisLuaSentinelStore) initialize(addresses []string, masterName string, username string, password string, database int) (err error) {
+func (store *RedisLuaSentinelStore) initialize(addresses []string, masterName string, username string, password string, database int, keyPrefix string) (err error) {
 	store.Client = redis.NewFailoverClient(&redis.FailoverOptions{
 		MasterName:      masterName,
 		SentinelAddrs:   addresses,
@@ -41,5 +42,6 @@ func (store *RedisLuaSentinelStore) initialize(addresses []string, masterName st
 		ReadTimeout:     time.Second * 30,
 		WriteTimeout:    time.Second * 5,
 	})
+	store.keyPrefix = keyPrefix
 	return
 }
diff --git a/weed/filer/redis_lua/redis_store.go b/weed/filer/redis_lua/redis_store.go
index 8574baa09..4f6354e96 100644
--- a/weed/filer/redis_lua/redis_store.go
+++ b/weed/filer/redis_lua/redis_store.go
@@ -21,18 +21,22 @@ func (store *RedisLuaStore) GetName() string {
 func (store *RedisLuaStore) Initialize(configuration util.Configuration, prefix string) (err error) {
 	return store.initialize(
 		configuration.GetString(prefix+"address"),
+		configuration.GetString(prefix+"username"),
 		configuration.GetString(prefix+"password"),
 		configuration.GetInt(prefix+"database"),
+		configuration.GetString(prefix+"keyPrefix"),
 		configuration.GetStringSlice(prefix+"superLargeDirectories"),
 	)
 }
 
-func (store *RedisLuaStore) initialize(hostPort string, password string, database int, superLargeDirectories []string) (err error) {
+func (store *RedisLuaStore) initialize(hostPort string, username string, password string, database int, keyPrefix string, superLargeDirectories []string) (err error) {
 	store.Client = redis.NewClient(&redis.Options{
 		Addr:     hostPort,
+		Username: username,
 		Password: password,
 		DB:       database,
 	})
+	store.keyPrefix = keyPrefix
 	store.loadSuperLargeDirectories(superLargeDirectories)
 	return
 }
diff --git a/weed/filer/redis_lua/universal_redis_store.go b/weed/filer/redis_lua/universal_redis_store.go
index 35f6d4991..0a02a0730 100644
--- a/weed/filer/redis_lua/universal_redis_store.go
+++ b/weed/filer/redis_lua/universal_redis_store.go
@@ -20,6 +20,7 @@ const (
 
 type UniversalRedisLuaStore struct {
 	Client                  redis.UniversalClient
+	keyPrefix               string
 	superLargeDirectoryHash map[string]bool
 }
 
@@ -36,6 +37,13 @@ func (store *UniversalRedisLuaStore) loadSuperLargeDirectories(superLargeDirecto
 	}
 }
 
+func (store *UniversalRedisLuaStore) getKey(key string) string {
+	if store.keyPrefix == "" {
+		return key
+	}
+	return store.keyPrefix + key
+}
+
 func (store *UniversalRedisLuaStore) BeginTransaction(ctx context.Context) (context.Context, error) {
 	return ctx, nil
 }
@@ -60,7 +68,7 @@ func (store *UniversalRedisLuaStore) InsertEntry(ctx context.Context, entry *fil
 	dir, name := entry.FullPath.DirAndName()
 
 	err = stored_procedure.InsertEntryScript.Run(ctx, store.Client,
-		[]string{string(entry.FullPath), genDirectoryListKey(dir)},
+		[]string{store.getKey(string(entry.FullPath)), store.getKey(genDirectoryListKey(dir))},
 		value, entry.TtlSec,
 		store.isSuperLargeDirectory(dir), 0, name).Err()
 
@@ -78,7 +86,7 @@ func (store *UniversalRedisLuaStore) UpdateEntry(ctx context.Context, entry *fil
 
 func (store *UniversalRedisLuaStore) FindEntry(ctx context.Context, fullpath util.FullPath) (entry *filer.Entry, err error) {
 
-	data, err := store.Client.Get(ctx, string(fullpath)).Result()
+	data, err := store.Client.Get(ctx, store.getKey(string(fullpath))).Result()
 	if err == redis.Nil {
 		return nil, filer_pb.ErrNotFound
 	}
@@ -103,7 +111,7 @@ func (store *UniversalRedisLuaStore) DeleteEntry(ctx context.Context, fullpath u
 	dir, name := fullpath.DirAndName()
 
 	err = stored_procedure.DeleteEntryScript.Run(ctx, store.Client,
-		[]string{string(fullpath), genDirectoryListKey(string(fullpath)), genDirectoryListKey(dir)},
+		[]string{store.getKey(string(fullpath)), store.getKey(genDirectoryListKey(string(fullpath))), store.getKey(genDirectoryListKey(dir))},
 		store.isSuperLargeDirectory(dir), name).Err()
 
 	if err != nil {
@@ -120,7 +128,7 @@ func (store *UniversalRedisLuaStore) DeleteFolderChildren(ctx context.Context, f
 	}
 
 	err = stored_procedure.DeleteFolderChildrenScript.Run(ctx, store.Client,
-		[]string{string(fullpath)}).Err()
+		[]string{store.getKey(string(fullpath))}).Err()
 
 	if err != nil {
 		return fmt.Errorf("DeleteFolderChildren %s : %v", fullpath, err)
@@ -135,7 +143,7 @@ func (store *UniversalRedisLuaStore) ListDirectoryPrefixedEntries(ctx context.Co
 
 func (store *UniversalRedisLuaStore) ListDirectoryEntries(ctx context.Context, dirPath util.FullPath, startFileName string, includeStartFile bool, limit int64, eachEntryFunc filer.ListEachEntryFunc) (lastFileName string, err error) {
 
-	dirListKey := genDirectoryListKey(string(dirPath))
+	dirListKey := store.getKey(genDirectoryListKey(string(dirPath)))
 
 	min := "-"
 	if startFileName != "" {
diff --git a/weed/s3api/s3api_object_handlers_put.go b/weed/s3api/s3api_object_handlers_put.go
index 100796b2e..f848790de 100644
--- a/weed/s3api/s3api_object_handlers_put.go
+++ b/weed/s3api/s3api_object_handlers_put.go
@@ -8,6 +8,7 @@ import (
 	"fmt"
 	"io"
 	"net/http"
+	"net/url"
 	"path/filepath"
 	"strconv"
 	"strings"
@@ -548,6 +549,28 @@ func (s3a *S3ApiServer) putToFiler(r *http.Request, filePath string, dataReader
 		}
 	}
 
+	// Parse and store object tags from X-Amz-Tagging header
+	// Fix for GitHub issue #7589: Tags sent during object upload were not being stored
+	if tagging := r.Header.Get(s3_constants.AmzObjectTagging); tagging != "" {
+		parsedTags, err := url.ParseQuery(tagging)
+		if err != nil {
+			glog.Warningf("putToFiler: Invalid S3 tag format in header '%s': %v", tagging, err)
+			return "", s3err.ErrInvalidTag, SSEResponseMetadata{}
+		}
+		for key, values := range parsedTags {
+			if len(values) > 1 {
+				glog.Warningf("putToFiler: Duplicate tag key '%s' in header", key)
+				return "", s3err.ErrInvalidTag, SSEResponseMetadata{}
+			}
+			value := ""
+			if len(values) > 0 {
+				value = values[0]
+			}
+			entry.Extended[s3_constants.AmzObjectTagging+"-"+key] = []byte(value)
+		}
+		glog.V(3).Infof("putToFiler: stored %d tags from X-Amz-Tagging header", len(parsedTags))
+	}
+
 	// Set SSE-C metadata
 	if customerKey != nil && len(sseIV) > 0 {
 		// Store IV as RAW bytes (matches filer behavior - filer decodes base64 headers and stores raw bytes)
@@ -680,9 +703,9 @@ func filerErrorToS3Error(err error) s3err.ErrorCode {
 	if err == nil {
 		return s3err.ErrNone
 	}
-	
+
 	errString := err.Error()
-	
+
 	switch {
 	case errString == constants.ErrMsgBadDigest:
 		return s3err.ErrBadDigest
diff --git a/weed/shell/command_volume_check_disk.go b/weed/shell/command_volume_check_disk.go
index 054c0cb67..d7b015979 100644
--- a/weed/shell/command_volume_check_disk.go
+++ b/weed/shell/command_volume_check_disk.go
@@ -8,6 +8,7 @@ import (
 	"fmt"
 	"io"
 	"math"
+	"math/rand/v2"
 	"net/http"
 	"time"
 
@@ -234,29 +235,30 @@ func (vcd *volumeCheckDisk) checkReadOnlyVolumes(volumeReplicas map[uint32][]*Vo
 	vcd.write("Pass #2 (read-only volumes)\n")
 
 	for vid, replicas := range volumeReplicas {
-		var source *VolumeReplica = nil
 		roReplicas := []*VolumeReplica{}
+		rwReplicas := []*VolumeReplica{}
 
 		for _, r := range replicas {
 			if r.info.ReadOnly {
 				roReplicas = append(roReplicas, r)
 			} else {
-				// we assume all writable replicas are identical by this point, after the checkWritableVolumes() pass.
-				source = r
+				rwReplicas = append(rwReplicas, r)
 			}
 		}
 		if len(roReplicas) == 0 {
 			vcd.write("no read-only replicas for volume %d\n", vid)
 			continue
 		}
-		if source == nil {
+		if len(rwReplicas) == 0 {
 			vcd.write("got %d read-only replicas for volume %d and no writable replicas to fix from\n", len(roReplicas), vid)
 			continue
 		}
 
-		// attempt to fix read-only replicas from the know good source
+		// attempt to fix read-only replicas from known good sources
 		for _, r := range roReplicas {
-			// TODO: skip full readonly volumes.
+			// select a random writable source replica. we assume these are identical by this point, after the checkWritableVolumes() pass.
+			source := rwReplicas[rand.IntN(len(rwReplicas))]
+
 			skip, err := vcd.shouldSkipVolume(r, source)
 			if err != nil {
 				vcd.write("error checking if volume %d should be skipped: %v\n", r.info.Id, err)