diff --git a/.github/workflows/regression.yml b/.github/workflows/regression.yml
index d8f68a513f41..991b11a0a845 100644
--- a/.github/workflows/regression.yml
+++ b/.github/workflows/regression.yml
@@ -147,7 +147,7 @@ jobs:
     timeout-minutes: ${{ inputs.timeout_minutes }}
     steps:
       - name: Checkout regression repo
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
         with:
           repository: Altinity/clickhouse-regression
           ref: ${{ inputs.commit }}
@@ -158,7 +158,7 @@ jobs:
           SUITE=${{ matrix.SUITE }}
           EOF
       - name: Download json reports
-        uses: actions/download-artifact@v3
+        uses: actions/download-artifact@v4
         with:
           path: ${{ env.REPORTS_PATH }}
           name: build_report_package_${{ inputs.arch }}
@@ -175,12 +175,58 @@ jobs:
       - name: Create and upload logs
         if: always()
         run: .github/create_and_upload_logs.sh 1
-      - uses: actions/upload-artifact@v3
+      - uses: actions/upload-artifact@v4
         if: always()
         with:
           name: ${{ env.SUITE }}-${{ inputs.arch }}-artifacts
           path: ${{ env.artifact_paths}}
 
+  Alter:
+   strategy:
+     fail-fast: false
+     matrix:
+      ONLY: [replace, attach, move]
+   needs: [runner_labels_setup]
+   runs-on: ${{ fromJson(needs.runner_labels_setup.outputs.runner_labels) }}
+   timeout-minutes: ${{ inputs.timeout_minutes }}
+   steps:
+      - name: Checkout regression repo
+        uses: actions/checkout@v4
+        with:
+          repository: Altinity/clickhouse-regression
+          ref: ${{ inputs.commit }}
+      - name: Set envs
+        run: |
+          cat >> "$GITHUB_ENV" << 'EOF'
+          REPORTS_PATH=${{ runner.temp }}/reports_dir
+          SUITE=alter
+          STORAGE=/${{ matrix.ONLY }}_partition
+          EOF
+      - name: Download json reports
+        uses: actions/download-artifact@v4
+        with:
+          path: ${{ env.REPORTS_PATH }}
+          name: build_report_package_${{ inputs.arch }}
+      - name: Setup
+        run: .github/setup.sh
+      - name: Get deb url
+        run: python3 .github/get-deb-url.py --reports-path ${{ env.REPORTS_PATH }} --github-env $GITHUB_ENV
+      - name: Run ${{ env.SUITE }} suite
+        run: python3
+              -u alter/regression.py
+              --clickhouse-binary-path ${{ env.clickhouse_binary_path }}
+              --only "/alter/${{ matrix.ONLY }} partition/*"
+              --attr project="$GITHUB_REPOSITORY" project.id="$GITHUB_REPOSITORY_ID" package="${{ env.clickhouse_binary_path }}" version="${{ env.version }}" user.name="$GITHUB_ACTOR" repository="https://github.com/Altinity/clickhouse-regression" commit.hash="$(git rev-parse HEAD)" job.id="$GITHUB_RUN_ID" job.url="$GITHUB_SERVER_URL/$GITHUB_REPOSITORY/actions/runs/$GITHUB_RUN_ID" arch="$(uname -i)"
+              ${{ env.args }}
+      - name: Create and upload logs
+        if: always()
+        run: .github/create_and_upload_logs.sh 1
+      - uses: actions/upload-artifact@v4
+        if: always()
+        with:
+          name: ${{ env.SUITE }}-${{ env.ONLY }}_partition-${{ inputs.arch }}-artifacts
+          path: ${{ env.artifact_paths}}
+
   Benchmark:
     strategy:
       fail-fast: false
@@ -191,7 +237,7 @@ jobs:
     timeout-minutes: ${{ inputs.timeout_minutes }}
     steps:
       - name: Checkout regression repo
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
         with:
           repository: Altinity/clickhouse-regression
           ref: ${{ inputs.commit }}
@@ -203,7 +249,7 @@ jobs:
           STORAGE=/${{ matrix.STORAGE }}
           EOF
       - name: Download json reports
-        uses: actions/download-artifact@v3
+        uses: actions/download-artifact@v4
         with:
           path: ${{ env.REPORTS_PATH }}
           name: build_report_package_${{ inputs.arch }}
@@ -228,7 +274,7 @@ jobs:
       - name: Create and upload logs
         if: always()
         run: .github/create_and_upload_logs.sh 1
-      - uses: actions/upload-artifact@v3
+      - uses: actions/upload-artifact@v4
         if: always()
         with:
           name: benchmark-${{ matrix.STORAGE }}-${{ inputs.arch }}-artifacts
@@ -240,7 +286,7 @@ jobs:
     timeout-minutes: ${{ inputs.timeout_minutes }}
     steps:
       - name: Checkout regression repo
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
         with:
           repository: Altinity/clickhouse-regression
           ref: ${{ inputs.commit }}
@@ -252,7 +298,7 @@ jobs:
           STORAGE=/ssl
           EOF
       - name: Download json reports
-        uses: actions/download-artifact@v3
+        uses: actions/download-artifact@v4
         with:
           path: ${{ env.REPORTS_PATH }}
           name: build_report_package_${{ inputs.arch }}
@@ -270,7 +316,7 @@ jobs:
       - name: Create and upload logs
         if: always()
         run: .github/create_and_upload_logs.sh 1
-      - uses: actions/upload-artifact@v3
+      - uses: actions/upload-artifact@v4
         if: always()
         with:
           name: ${{ env.SUITE }}-${{ inputs.arch }}-ssl-artifacts
@@ -286,7 +332,7 @@ jobs:
     timeout-minutes: ${{ inputs.timeout_minutes }}
     steps:
       - name: Checkout regression repo
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
         with:
           repository: Altinity/clickhouse-regression
           ref: ${{ inputs.commit }}
@@ -297,7 +343,7 @@ jobs:
           SUITE=ldap/${{ matrix.SUITE }}
           EOF
       - name: Download json reports
-        uses: actions/download-artifact@v3
+        uses: actions/download-artifact@v4
         with:
           path: ${{ env.REPORTS_PATH }}
           name: build_report_package_${{ inputs.arch }}
@@ -314,7 +360,7 @@ jobs:
       - name: Create and upload logs
         if: always()
         run: .github/create_and_upload_logs.sh 1
-      - uses: actions/upload-artifact@v3
+      - uses: actions/upload-artifact@v4
         if: always()
         with:
           name: ldap-${{ matrix.SUITE }}-${{ inputs.arch }}-artifacts
@@ -326,7 +372,7 @@ jobs:
     timeout-minutes: ${{ inputs.timeout_minutes }}
     steps:
       - name: Checkout regression repo
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
         with:
           repository: Altinity/clickhouse-regression
           ref: ${{ inputs.commit }}
@@ -337,7 +383,7 @@ jobs:
           SUITE=parquet
           EOF
       - name: Download json reports
-        uses: actions/download-artifact@v3
+        uses: actions/download-artifact@v4
         with:
           path: ${{ env.REPORTS_PATH }}
           name: build_report_package_${{ inputs.arch }}
@@ -354,7 +400,7 @@ jobs:
       - name: Create and upload logs
         if: always()
         run: .github/create_and_upload_logs.sh 1
-      - uses: actions/upload-artifact@v3
+      - uses: actions/upload-artifact@v4
         if: always()
         with:
           name: ${{ env.SUITE }}-${{ inputs.arch }}-artifacts
@@ -370,7 +416,7 @@ jobs:
     timeout-minutes: ${{ inputs.timeout_minutes }}
     steps:
       - name: Checkout regression repo
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
         with:
           repository: Altinity/clickhouse-regression
           ref: ${{ inputs.commit }}
@@ -382,7 +428,7 @@ jobs:
           STORAGE=${{ matrix.STORAGE}}
           EOF
       - name: Download json reports
-        uses: actions/download-artifact@v3
+        uses: actions/download-artifact@v4
         with:
           path: ${{ env.REPORTS_PATH }}
           name: build_report_package_${{ inputs.arch }}
@@ -404,7 +450,7 @@ jobs:
       - name: Create and upload logs
         if: always()
         run: .github/create_and_upload_logs.sh 1
-      - uses: actions/upload-artifact@v3
+      - uses: actions/upload-artifact@v4
         if: always()
         with:
           name: ${{ env.SUITE }}-${{ env.STORAGE }}-${{ inputs.arch }}-artifacts
@@ -420,7 +466,7 @@ jobs:
     timeout-minutes: ${{ inputs.timeout_minutes }}
     steps:
       - name: Checkout regression repo
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
         with:
           repository: Altinity/clickhouse-regression
           ref: ${{ inputs.commit }}
@@ -432,7 +478,7 @@ jobs:
           STORAGE=/${{ matrix.STORAGE }}
           EOF
       - name: Download json reports
-        uses: actions/download-artifact@v3
+        uses: actions/download-artifact@v4
         with:
           path: ${{ env.REPORTS_PATH }}
           name: build_report_package_${{ inputs.arch }}
@@ -457,7 +503,7 @@ jobs:
       - name: Create and upload logs
         if: always()
         run: .github/create_and_upload_logs.sh 1
-      - uses: actions/upload-artifact@v3
+      - uses: actions/upload-artifact@v4
         if: always()
         with:
           name: ${{ env.SUITE }}-${{ matrix.STORAGE }}-${{ inputs.arch }}-artifacts
@@ -473,7 +519,7 @@ jobs:
     timeout-minutes: ${{ inputs.timeout_minutes }}
     steps:
       - name: Checkout regression repo
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
         with:
           repository: Altinity/clickhouse-regression
       - name: Set envs
@@ -484,7 +530,7 @@ jobs:
           STORAGE=/${{ matrix.STORAGE }}
           EOF
       - name: Download json reports
-        uses: actions/download-artifact@v3
+        uses: actions/download-artifact@v4
         with:
           path: ${{ env.REPORTS_PATH }}
           name: build_report_package_${{ inputs.arch }}
@@ -508,7 +554,7 @@ jobs:
       - name: Create and upload logs
         if: always()
         run: .github/create_and_upload_logs.sh 1
-      - uses: actions/upload-artifact@v3
+      - uses: actions/upload-artifact@v4
         if: always()
         with:
           name: ${{ env.SUITE }}-${{ matrix.STORAGE }}-${{ inputs.arch }}-artifacts
diff --git a/.github/workflows/release_branches.yml b/.github/workflows/release_branches.yml
index ec89c8b5400a..411de121625a 100644
--- a/.github/workflows/release_branches.yml
+++ b/.github/workflows/release_branches.yml
@@ -26,10 +26,12 @@ on: # yamllint disable-line rule:truthy
   push:
     branches:
       - 'releases/23.3**'
+  schedule:
+    - cron: "0 0 * * 6"
 
 jobs:
   DockerHubPushAarch64:
-    runs-on: [self-hosted, altinity-on-demand, altinity-type-cax41, altinity-in-hel1, altinity-image-arm-app-docker-ce]
+    runs-on: [self-hosted, altinity-on-demand, altinity-type-cax41, altinity-in-hel1, altinity-image-arm-system-ubuntu-22.04]
     steps:
       - name: Check out repository code
         uses: Altinity/checkout@19599efdf36c4f3f30eb55d5bb388896faea69f6
@@ -41,13 +43,13 @@ jobs:
           cd "$GITHUB_WORKSPACE/tests/ci"
           python3 docker_images_check.py --suffix aarch64
       - name: Upload images files to artifacts
-        uses: actions/upload-artifact@v3
+        uses: actions/upload-artifact@v4
         with:
           name: changed_images_aarch64
           path: ${{ runner.temp }}/docker_images_check/changed_images_aarch64.json
 
   DockerHubPushAmd64:
-    runs-on: [self-hosted, altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-app-docker-ce]
+    runs-on: [self-hosted, altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-system-ubuntu-22.04]
     steps:
       - name: Check out repository code
         uses: Altinity/checkout@19599efdf36c4f3f30eb55d5bb388896faea69f6
@@ -59,14 +61,14 @@ jobs:
           cd "$GITHUB_WORKSPACE/tests/ci"
           python3 docker_images_check.py --suffix amd64
       - name: Upload images files to artifacts
-        uses: actions/upload-artifact@v3
+        uses: actions/upload-artifact@v4
         with:
           name: changed_images_amd64
           path: ${{ runner.temp }}/docker_images_check/changed_images_amd64.json
 
   DockerHubPush:
     needs: [DockerHubPushAmd64, DockerHubPushAarch64]
-    runs-on: [self-hosted, altinity-on-demand, altinity-type-cpx41, altinity-image-x86-app-docker-ce]
+    runs-on: [self-hosted, altinity-on-demand, altinity-type-cpx41, altinity-image-x86-system-ubuntu-22.04]
     steps:
       - name: Check out repository code
         uses: Altinity/checkout@19599efdf36c4f3f30eb55d5bb388896faea69f6
@@ -82,13 +84,13 @@ jobs:
           DOCKER_PASSWORD: ${{ secrets.DOCKER_PASSWORD }}
 
       - name: Download changed aarch64 images
-        uses: actions/download-artifact@v3
+        uses: actions/download-artifact@v4
         with:
           name: changed_images_aarch64
           path: ${{ runner.temp }}
 
       - name: Download changed amd64 images
-        uses: actions/download-artifact@v3
+        uses: actions/download-artifact@v4
         with:
           name: changed_images_amd64
           path: ${{ runner.temp }}
@@ -99,7 +101,7 @@ jobs:
           python3 docker_manifests_merge.py --suffix amd64 --suffix aarch64
 
       - name: Upload images files to artifacts
-        uses: actions/upload-artifact@v3
+        uses: actions/upload-artifact@v4
         with:
           name: changed_images
           path: ${{ runner.temp }}/changed_images.json
@@ -110,7 +112,7 @@ jobs:
     secrets: inherit
     with:
       test_name: Compatibility check X86
-      runner_type: altinity-on-demand, altinity-type-cpx41, altinity-image-x86-app-docker-ce
+      runner_type: altinity-on-demand, altinity-type-cpx41, altinity-image-x86-system-ubuntu-22.04
       timeout_minutes: 180
       run_command: |
         cd "$REPO_COPY/tests/ci"
@@ -122,7 +124,8 @@ jobs:
     secrets: inherit
     with:
       test_name: Compatibility check Aarch64
-      runner_type: altinity-on-demand, altinity-type-cax41, altinity-image-arm-app-docker-ce
+      runner_type: altinity-on-demand, altinity-type-cax41, altinity-image-arm-system-ubuntu-22.04
+      timeout_minutes: 180
       run_command: |
         cd "$REPO_COPY/tests/ci"
         python3 compatibility_check.py --check-name "Compatibility check (aarch64)" --check-glibc
@@ -138,7 +141,7 @@ jobs:
       build_name: package_release
       checkout_depth: 0
       timeout_minutes: 180
-      runner_type: altinity-on-demand, altinity-type-ccx53, altinity-in-ash, altinity-image-x86-app-docker-ce
+      runner_type: altinity-on-demand, altinity-type-ccx53, altinity-in-ash, altinity-image-x86-system-ubuntu-22.04, altinity-setup-builder
       additional_envs: |
         CLICKHOUSE_STABLE_VERSION_SUFFIX=altinitystable
 
@@ -150,7 +153,7 @@ jobs:
       build_name: package_aarch64
       checkout_depth: 0
       timeout_minutes: 180
-      runner_type: altinity-on-demand, altinity-type-ccx53, altinity-in-ash, altinity-image-x86-app-docker-ce
+      runner_type: altinity-on-demand, altinity-type-ccx53, altinity-in-ash, altinity-image-x86-system-ubuntu-22.04, altinity-setup-builder
       additional_envs: |
         CLICKHOUSE_STABLE_VERSION_SUFFIX=altinitystable
 
@@ -162,7 +165,7 @@ jobs:
       build_name: package_asan
       checkout_depth: 0
       timeout_minutes: 180
-      runner_type: altinity-on-demand, altinity-type-ccx53, altinity-in-ash, altinity-image-x86-app-docker-ce
+      runner_type: altinity-on-demand, altinity-type-ccx53, altinity-in-ash, altinity-image-x86-system-ubuntu-22.04, altinity-setup-builder
       additional_envs: |
         CLICKHOUSE_STABLE_VERSION_SUFFIX=altinitystable
 
@@ -174,7 +177,7 @@ jobs:
       build_name: package_ubsan
       checkout_depth: 0
       timeout_minutes: 180
-      runner_type: altinity-on-demand, altinity-type-ccx53, altinity-in-ash, altinity-image-x86-app-docker-ce
+      runner_type: altinity-on-demand, altinity-type-ccx53, altinity-in-ash, altinity-image-x86-system-ubuntu-22.04, altinity-setup-builder
       additional_envs: |
         CLICKHOUSE_STABLE_VERSION_SUFFIX=altinitystable
         
@@ -186,7 +189,7 @@ jobs:
       build_name: package_tsan
       checkout_depth: 0
       timeout_minutes: 180
-      runner_type: altinity-on-demand, altinity-type-ccx53, altinity-in-ash, altinity-image-x86-app-docker-ce
+      runner_type: altinity-on-demand, altinity-type-ccx53, altinity-in-ash, altinity-image-x86-system-ubuntu-22.04, altinity-setup-builder
       additional_envs: |
         CLICKHOUSE_STABLE_VERSION_SUFFIX=altinitystable
 
@@ -198,7 +201,7 @@ jobs:
       build_name: package_msan
       checkout_depth: 0
       timeout_minutes: 180
-      runner_type: altinity-on-demand, altinity-type-ccx53, altinity-in-ash, altinity-image-x86-app-docker-ce
+      runner_type: altinity-on-demand, altinity-type-ccx53, altinity-in-ash, altinity-image-x86-system-ubuntu-22.04, altinity-setup-builder
       additional_envs: |
         CLICKHOUSE_STABLE_VERSION_SUFFIX=altinitystable
 
@@ -210,7 +213,7 @@ jobs:
       build_name: package_debug
       checkout_depth: 0
       timeout_minutes: 180
-      runner_type: altinity-on-demand, altinity-type-ccx53, altinity-in-ash, altinity-image-x86-app-docker-ce
+      runner_type: altinity-on-demand, altinity-type-ccx53, altinity-in-ash, altinity-image-x86-system-ubuntu-22.04, altinity-setup-builder
       additional_envs: |
         CLICKHOUSE_STABLE_VERSION_SUFFIX=altinitystable
 
@@ -221,7 +224,7 @@ jobs:
     needs:
       - BuilderDebRelease
       - BuilderDebAarch64
-    runs-on: [self-hosted, altinity-on-demand, altinity-type-cpx51, altinity-image-x86-app-docker-ce]
+    runs-on: [self-hosted, altinity-on-demand, altinity-type-cpx51, altinity-image-x86-system-ubuntu-22.04]
     timeout-minutes: 180
     steps:
       - name: Check out repository code
@@ -257,7 +260,7 @@ jobs:
     secrets: inherit
     with:
       test_name: ClickHouse build check
-      runner_type: altinity-on-demand, altinity-type-cpx41, altinity-image-x86-app-docker-ce
+      runner_type: altinity-on-demand, altinity-setup-reporter, altinity-type-cax11, altinity-image-arm-system-ubuntu-22.04
       timeout_minutes: 180
       additional_envs: |
         NEEDS_DATA<<NDENV
@@ -274,7 +277,7 @@ jobs:
       - BuilderDebRelease
       - BuilderDebAarch64
       - SignRelease
-    runs-on: [self-hosted, altinity-on-demand, altinity-type-cpx41, altinity-image-x86-app-docker-ce]
+    runs-on: [self-hosted, altinity-on-demand, altinity-setup-reporter, altinity-type-cax11, altinity-image-arm-system-ubuntu-22.04]
     timeout-minutes: 180
     steps:
       - name: Check out repository code
@@ -295,7 +298,7 @@ jobs:
     secrets: inherit
     with:
       test_name: Install packages (amd64)
-      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-app-docker-ce
+      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-system-ubuntu-22.04
       run_command: |
         cd "$REPO_COPY/tests/ci"
         python3 install_check.py "$CHECK_NAME"
@@ -306,7 +309,7 @@ jobs:
     secrets: inherit
     with:
       test_name: Install packages (arm64)
-      runner_type: altinity-on-demand, altinity-type-cax41, altinity-image-arm-app-docker-ce
+      runner_type: altinity-on-demand, altinity-type-cax41, altinity-image-arm-system-ubuntu-22.04
       run_command: |
         cd "$REPO_COPY/tests/ci"
         python3 install_check.py "$CHECK_NAME"
@@ -320,7 +323,7 @@ jobs:
     secrets: inherit
     with:
       test_name: Stateless tests (release)
-      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-snapshot-docker_ipv6_x86
+      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-snapshot-docker_ipv6_x86, altinity-setup-snapshot
       additional_envs: |
         KILL_TIMEOUT=10800
       run_command: |
@@ -333,7 +336,7 @@ jobs:
     secrets: inherit
     with:
       test_name: Stateless tests (aarch64)
-      runner_type: altinity-on-demand, altinity-type-cax41, altinity-image-arm-snapshot-docker_ipv6_arm
+      runner_type: altinity-on-demand, altinity-type-cax41, altinity-image-arm-snapshot-docker_ipv6_arm, altinity-setup-snapshot
       additional_envs: |
         KILL_TIMEOUT=10800
       run_command: |
@@ -346,63 +349,63 @@ jobs:
     secrets: inherit
     with:
       test_name: Stateless tests (asan)
-      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-snapshot-docker_ipv6_x86
+      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-snapshot-docker_ipv6_x86, altinity-setup-snapshot
       additional_envs: |
         KILL_TIMEOUT=10800
       batches: 4
       run_command: |
         cd "$REPO_COPY/tests/ci"
         python3 functional_test_check.py "$CHECK_NAME" "$KILL_TIMEOUT"
-        
+
   FunctionalStatelessTestTsan:
     needs: [BuilderDebTsan]
     uses: ./.github/workflows/reusable_test.yml
     secrets: inherit
     with:
       test_name: Stateless tests (tsan)
-      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-snapshot-docker_ipv6_x86
+      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-snapshot-docker_ipv6_x86, altinity-setup-snapshot
       additional_envs: |
         KILL_TIMEOUT=10800
       batches: 4
       run_command: |
         cd "$REPO_COPY/tests/ci"
         python3 functional_test_check.py "$CHECK_NAME" "$KILL_TIMEOUT"
-        
+
   FunctionalStatelessTestUBsan:
     needs: [BuilderDebUBsan]
     uses: ./.github/workflows/reusable_test.yml
     secrets: inherit
     with:
       test_name: Stateless tests (ubsan)
-      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-snapshot-docker_ipv6_x86
+      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-snapshot-docker_ipv6_x86, altinity-setup-snapshot
       additional_envs: |
         KILL_TIMEOUT=10800
       batches: 4
       run_command: |
         cd "$REPO_COPY/tests/ci"
         python3 functional_test_check.py "$CHECK_NAME" "$KILL_TIMEOUT"
-        
+
   FunctionalStatelessTestMsan:
     needs: [BuilderDebMsan]
     uses: ./.github/workflows/reusable_test.yml
     secrets: inherit
     with:
       test_name: Stateless tests (msan)
-      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-snapshot-docker_ipv6_x86
+      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-snapshot-docker_ipv6_x86, altinity-setup-snapshot
       additional_envs: |
         KILL_TIMEOUT=10800
       batches: 4
       run_command: |
         cd "$REPO_COPY/tests/ci"
         python3 functional_test_check.py "$CHECK_NAME" "$KILL_TIMEOUT"
-        
+
   FunctionalStatelessTestDebug:
     needs: [BuilderDebDebug]
     uses: ./.github/workflows/reusable_test.yml
     secrets: inherit
     with:
       test_name: Stateless tests (debug)
-      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-snapshot-docker_ipv6_x86
+      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-snapshot-docker_ipv6_x86, altinity-setup-snapshot
       additional_envs: |
         KILL_TIMEOUT=10800
       batches: 4
@@ -419,7 +422,7 @@ jobs:
     secrets: inherit
     with:
       test_name: Stateful tests (release)
-      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-snapshot-docker_ipv6_x86
+      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-snapshot-docker_ipv6_x86, altinity-setup-snapshot
       additional_envs: |
         KILL_TIMEOUT=3600
       run_command: |
@@ -432,7 +435,7 @@ jobs:
     secrets: inherit
     with:
       test_name: Stateful tests (aarch64)
-      runner_type: altinity-on-demand, altinity-type-cax41, altinity-image-arm-snapshot-docker_ipv6_arm
+      runner_type: altinity-on-demand, altinity-type-cax41, altinity-image-arm-snapshot-docker_ipv6_arm, altinity-setup-snapshot
       additional_envs: |
         KILL_TIMEOUT=3600
       run_command: |
@@ -445,65 +448,65 @@ jobs:
     secrets: inherit
     with:
       test_name: Stateful tests (asan)
-      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-snapshot-docker_ipv6_x86
+      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-snapshot-docker_ipv6_x86, altinity-setup-snapshot
       additional_envs: |
         KILL_TIMEOUT=3600
       run_command: |
         cd "$REPO_COPY/tests/ci"
         python3 functional_test_check.py "$CHECK_NAME" "$KILL_TIMEOUT"
-        
+
   FunctionalStatefulTestTsan:
     needs: [BuilderDebTsan]
     uses: ./.github/workflows/reusable_test.yml
     secrets: inherit
     with:
       test_name: Stateful tests (tsan)
-      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-snapshot-docker_ipv6_x86
+      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-snapshot-docker_ipv6_x86, altinity-setup-snapshot
       additional_envs: |
         KILL_TIMEOUT=3600
       run_command: |
         cd "$REPO_COPY/tests/ci"
         python3 functional_test_check.py "$CHECK_NAME" "$KILL_TIMEOUT"
-        
+
   FunctionalStatefulTestMsan:
     needs: [BuilderDebMsan]
     uses: ./.github/workflows/reusable_test.yml
     secrets: inherit
     with:
       test_name: Stateful tests (msan)
-      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-snapshot-docker_ipv6_x86
+      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-snapshot-docker_ipv6_x86, altinity-setup-snapshot
       additional_envs: |
         KILL_TIMEOUT=3600
       run_command: |
         cd "$REPO_COPY/tests/ci"
         python3 functional_test_check.py "$CHECK_NAME" "$KILL_TIMEOUT"
-        
+
   FunctionalStatefulTestUBsan:
     needs: [BuilderDebUBsan]
     uses: ./.github/workflows/reusable_test.yml
     secrets: inherit
     with:
       test_name: Stateful tests (ubsan)
-      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-snapshot-docker_ipv6_x86
+      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-snapshot-docker_ipv6_x86, altinity-setup-snapshot
       additional_envs: |
         KILL_TIMEOUT=3600
       run_command: |
         cd "$REPO_COPY/tests/ci"
         python3 functional_test_check.py "$CHECK_NAME" "$KILL_TIMEOUT"
-        
+
   FunctionalStatefulTestDebug:
     needs: [BuilderDebDebug]
     uses: ./.github/workflows/reusable_test.yml
     secrets: inherit
     with:
       test_name: Stateful tests (debug)
-      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-snapshot-docker_ipv6_x86
+      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-snapshot-docker_ipv6_x86, altinity-setup-snapshot
       additional_envs: |
         KILL_TIMEOUT=3600
       run_command: |
         cd "$REPO_COPY/tests/ci"
         python3 functional_test_check.py "$CHECK_NAME" "$KILL_TIMEOUT"
-        
+
 ##############################################################################################
 ######################################### STRESS TESTS #######################################
 ##############################################################################################
@@ -513,51 +516,51 @@ jobs:
     secrets: inherit
     with:
       test_name: Stress test (asan)
-      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-snapshot-docker_ipv6_x86
+      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-system-ubuntu-22.04
       run_command: |
         cd "$REPO_COPY/tests/ci"
         python3 stress_check.py "$CHECK_NAME"
-        
+
   StressTestTsan:
     needs: [BuilderDebTsan]
     uses: ./.github/workflows/reusable_test.yml
     secrets: inherit
     with:
       test_name: Stress test (tsan)
-      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-snapshot-docker_ipv6_x86
+      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-system-ubuntu-22.04
       run_command: |
         cd "$REPO_COPY/tests/ci"
         python3 stress_check.py "$CHECK_NAME"
-        
+
   StressTestMsan:
     needs: [BuilderDebMsan]
     uses: ./.github/workflows/reusable_test.yml
     secrets: inherit
     with:
       test_name: Stress test (msan)
-      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-snapshot-docker_ipv6_x86
+      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-system-ubuntu-22.04
       run_command: |
         cd "$REPO_COPY/tests/ci"
         python3 stress_check.py "$CHECK_NAME"
-        
+
   StressTestUBsan:
     needs: [BuilderDebUBsan]
     uses: ./.github/workflows/reusable_test.yml
     secrets: inherit
     with:
       test_name: Stress test (ubsan)
-      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-snapshot-docker_ipv6_x86
+      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-system-ubuntu-22.04
       run_command: |
         cd "$REPO_COPY/tests/ci"
         python3 stress_check.py "$CHECK_NAME"
-        
+
   StressTestDebug:
     needs: [BuilderDebDebug]
     uses: ./.github/workflows/reusable_test.yml
     secrets: inherit
     with:
       test_name: Stress test (debug)
-      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-snapshot-docker_ipv6_x86
+      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-system-ubuntu-22.04
       run_command: |
         cd "$REPO_COPY/tests/ci"
         python3 stress_check.py "$CHECK_NAME"
@@ -571,7 +574,7 @@ jobs:
     secrets: inherit
     with:
       test_name: Integration tests (asan)
-      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-app-docker-ce
+      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-system-ubuntu-22.04
       batches: 4
       timeout_minutes: 180
       run_command: |
@@ -584,7 +587,7 @@ jobs:
     secrets: inherit
     with:
       test_name: Integration tests (asan, analyzer)
-      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-app-docker-ce
+      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-system-ubuntu-22.04
       batches: 6
       timeout_minutes: 180
       run_command: |
@@ -597,7 +600,7 @@ jobs:
     secrets: inherit
     with:
       test_name: Integration tests (tsan)
-      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-app-docker-ce
+      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-system-ubuntu-22.04
       batches: 6
       timeout_minutes: 180
       run_command: |
@@ -610,7 +613,7 @@ jobs:
     secrets: inherit
     with:
       test_name: Integration tests (release)
-      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-app-docker-ce
+      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-in-ash, altinity-image-x86-system-ubuntu-22.04
       batches: 6
       timeout_minutes: 180
       run_command: |
@@ -625,24 +628,24 @@ jobs:
     uses: ./.github/workflows/regression.yml
     secrets: inherit
     with:
-      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-image-x86-app-docker-ce, altinity-setup-regression
+      runner_type: altinity-on-demand, altinity-type-cpx51, altinity-image-x86-system-ubuntu-22.04, altinity-setup-regression
       commit: 6da94b78dc53cb8965ab56c04a89ebf54ed04cbc
       arch: release 
-      build_sha: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.sha || github.event_name == 'release' && github.sha }}
+      build_sha: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.sha || github.sha }}
 
   RegressionTestsAarch64:
     needs: [BuilderReport]
     uses: ./.github/workflows/regression.yml
     secrets: inherit
     with:
-      runner_type: altinity-on-demand, altinity-type-cax41, altinity-image-arm-app-docker-ce, altinity-setup-regression
+      runner_type: altinity-on-demand, altinity-type-cax41, altinity-image-arm-system-ubuntu-22.04, altinity-setup-regression
       commit: 6da94b78dc53cb8965ab56c04a89ebf54ed04cbc
       arch: aarch64
-      build_sha: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.sha || github.event_name == 'release' && github.sha }}
+      build_sha: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.sha || github.sha }}
 
   SignRelease:
     needs: [BuilderDebRelease]
-    runs-on: [self-hosted, altinity-on-demand, altinity-type-cpx41, altinity-in-ash, altinity-image-x86-app-docker-ce]
+    runs-on: [self-hosted, altinity-on-demand, altinity-type-cpx51, altinity-image-x86-system-ubuntu-22.04]
     timeout-minutes: 180
     steps:
       - name: Set envs
@@ -655,10 +658,11 @@ jobs:
         run: |
           sudo rm -fr "$GITHUB_WORKSPACE" && mkdir "$GITHUB_WORKSPACE"
       - name: Check out repository code
-        uses: actions/checkout@v2
+        uses: actions/checkout@v4
       - name: Download json reports
-        uses: actions/download-artifact@v2
+        uses: actions/download-artifact@v4
         with:
+          pattern: build_report_package_*
           path: ${{ env.REPORTS_PATH }}
       - name: Sign release
         env:
@@ -669,7 +673,7 @@ jobs:
           cd "$GITHUB_WORKSPACE/tests/ci"
           python3 sign_release.py
       - name: Upload signed hashes
-        uses: actions/upload-artifact@v2
+        uses: actions/upload-artifact@v4
         with:
           name: signed-hashes
           path: ${{ env.TEMP_PATH }}/*.gpg
@@ -716,7 +720,7 @@ jobs:
       - RegressionTestsRelease
       - RegressionTestsAarch64
       - SignRelease
-    runs-on: [self-hosted, altinity-on-demand, altinity-type-cpx31, altinity-image-x86-app-docker-ce]
+    runs-on: [self-hosted, altinity-on-demand, altinity-setup-reporter, altinity-type-cax11, altinity-image-arm-system-ubuntu-22.04]
     steps:
       - name: Check out repository code
         uses: Altinity/checkout@19599efdf36c4f3f30eb55d5bb388896faea69f6
diff --git a/.github/workflows/reusable_build.yml b/.github/workflows/reusable_build.yml
index 01dc27577974..aeff0d678941 100644
--- a/.github/workflows/reusable_build.yml
+++ b/.github/workflows/reusable_build.yml
@@ -131,7 +131,7 @@ jobs:
           DOCKER_PASSWORD: ${{ secrets.DOCKER_PASSWORD }}
 
       - name: Download changed images
-        uses: actions/download-artifact@v3
+        uses: actions/download-artifact@v4
         with:
           name: changed_images
           path: ${{ env.IMAGES_PATH }}
@@ -141,14 +141,14 @@ jobs:
           mkdir -p "$TEMP_PATH/build_check/package_release"
           cd .. && tar czf $TEMP_PATH/build_source.src.tar.gz ClickHouse/
           cd $TEMP_PATH && tar xvzf $TEMP_PATH/build_source.src.tar.gz
-          
+
       - name: Build
         run: |
           cd "$REPO_COPY/tests/ci" && python3 build_check.py "$BUILD_NAME"
 
       - name: Upload build URLs to artifacts
         if: ${{ success() || failure() }}
-        uses: actions/upload-artifact@v3
+        uses: actions/upload-artifact@v4
         with:
           name: ${{ env.BUILD_URLS }}
           path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
diff --git a/.github/workflows/reusable_test.yml b/.github/workflows/reusable_test.yml
index c20f32bc9f88..ee5b9baf913b 100644
--- a/.github/workflows/reusable_test.yml
+++ b/.github/workflows/reusable_test.yml
@@ -155,8 +155,9 @@ jobs:
           job_type: test
 
       - name: Download json reports
-        uses: actions/download-artifact@v3
+        uses: actions/download-artifact@v4
         with:
+          pattern: build_report_package_*
           path: ${{ env.REPORTS_PATH }}
 
       - name: Docker setup
diff --git a/docker/test/integration/runner/Dockerfile b/docker/test/integration/runner/Dockerfile
index 9408f47039a0..468767067831 100644
--- a/docker/test/integration/runner/Dockerfile
+++ b/docker/test/integration/runner/Dockerfile
@@ -8,33 +8,33 @@ RUN sed -i "s|http://archive.ubuntu.com|$apt_archive|g" /etc/apt/sources.list
 
 RUN apt-get update \
     && env DEBIAN_FRONTEND=noninteractive apt-get install --yes \
-    adduser \
+    adduser='3.*' \
     ca-certificates \
-    bash \
-    btrfs-progs \
-    e2fsprogs \
-    iptables \
-    xfsprogs \
+    bash='5.*' \
+    btrfs-progs='5.4.*' \
+    e2fsprogs='1.45.*' \
+    iptables='1.8.*' \
+    xfsprogs='5.3.*' \
     tar \
-    pigz \
+    pigz='2.4*' \
     wget \
     git \
-    iproute2 \
+    iproute2='5.5.*' \
     cgroupfs-mount \
     python3-pip \
     tzdata \
-    libicu-dev \
-    bsdutils \
+    libicu-dev='66.*' \
+    bsdutils='1:2.34*' \
     curl \
-    python3-pika \
+    python3-pika='0.11.*' \
     liblua5.1-dev \
-    luajit \
-    libssl-dev \
-    libcurl4-openssl-dev \
+    luajit='2.1.*' \
+    libssl-dev='1.1.*' \
+    libcurl4-openssl-dev='7.68.*' \
     gdb \
     software-properties-common \
-    libkrb5-dev \
-    krb5-user \
+    libkrb5-dev='1.17*' \
+    krb5-user='1.17*' \
     g++ \
     && rm -rf \
         /var/lib/apt/lists/* \
@@ -61,39 +61,39 @@ RUN dockerd --version; docker --version
 
 RUN python3 -m pip install --no-cache-dir \
     PyMySQL \
-    aerospike==4.0.0 \
-    avro==1.10.2 \
-    asyncio \
-    cassandra-driver \
-    confluent-kafka==1.5.0 \
-    dict2xml \
-    dicttoxml \
-    docker==6.1.3 \
-    docker-compose==1.29.2 \
-    grpcio \
-    grpcio-tools \
-    kafka-python \
-    kazoo \
-    lz4 \
-    minio \
-    nats-py \
-    protobuf \
-    psycopg2-binary==2.8.6 \
-    pymongo==3.11.0 \
-    pytest \
-    pytest-order==1.0.0 \
-    pytest-timeout \
-    pytest-random \
-    pytest-xdist \
-    pytest-repeat \
+    aerospike~=4.0 \
+    avro~=1.10 \
+    asyncio~=3.4 \
+    cassandra-driver~=3.28 \
+    confluent-kafka~=1.5 \
+    dict2xml~=1.7 \
+    dicttoxml~=1.7 \
+    docker~=6.1 \
+    docker-compose~=1.29 \
+    grpcio~=1.56 \
+    grpcio-tools~=1.56 \
+    kafka-python~=2.0 \
+    kazoo~=2.9 \
+    lz4~=4.3 \
+    minio~=7.1 \
+    nats-py~=2.3 \
+    protobuf~=4.24 \
+    psycopg2-binary~=2.8 \
+    pymongo~=3.11 \
+    pytest~=7.4 \
+    pytest-order~=1.0 \
+    pytest-timeout~=2.1 \
+    pytest-xdist~=3.3 \
+    pytest-repeat~=0.9 \
     pytz \
-    redis \
-    tzlocal==2.1 \
-    urllib3 \
-    requests-kerberos \
-    pyhdfs \
-    azure-storage-blob \
-    meilisearch==0.18.3 
+    redis~=4.6 \
+    tzlocal~=2.1 \
+    urllib3~=1.25 \
+    requests~=2.31.0 \
+    requests-kerberos~=0.14 \
+    pyhdfs~=0.3 \
+    azure-storage-blob~=12.17 \
+    meilisearch~=0.18
 
 COPY modprobe.sh /usr/local/bin/modprobe
 COPY dockerd-entrypoint.sh /usr/local/bin/
diff --git a/docker/test/stateful/Dockerfile b/docker/test/stateful/Dockerfile
index f10dc5aec833..8aefe4c87b95 100644
--- a/docker/test/stateful/Dockerfile
+++ b/docker/test/stateful/Dockerfile
@@ -7,7 +7,7 @@ FROM altinityinfra/stateless-test:$FROM_TAG
 RUN apt-get update -y \
     && env DEBIAN_FRONTEND=noninteractive \
         apt-get install --yes --no-install-recommends \
-        python3-requests \
+        python3-requests=2.22.* \
         nodejs \
         npm \
         rpm2cpio \
@@ -19,7 +19,7 @@ COPY s3downloader /s3downloader
 ENV S3_URL="https://clickhouse-datasets.s3.amazonaws.com"
 ENV DATASETS="hits visits"
 
-RUN npm install -g azurite
+# RUN npm install -g azurite
 RUN npm install tslib
 
 COPY run.sh /
diff --git a/docker/test/stateless/Dockerfile b/docker/test/stateless/Dockerfile
index ec830f919901..64bf9772c95d 100644
--- a/docker/test/stateless/Dockerfile
+++ b/docker/test/stateless/Dockerfile
@@ -9,43 +9,41 @@ ARG odbc_driver_url="https://github.com/ClickHouse/clickhouse-odbc/releases/down
 RUN apt-get update -y \
     && env DEBIAN_FRONTEND=noninteractive \
         apt-get install --yes --no-install-recommends \
-            awscli \
-            brotli \
-            lz4 \
+            awscli=1.18.* \
+            brotli=1.0.* \
             expect \
-            golang \
+            golang=2:1.13* \
             lsof \
             mysql-client=8.0* \
-            ncdu \
+            ncdu=1.14.* \
             netcat-openbsd \
-            nodejs \
-            npm \
+            nodejs=10.19.* \
+            npm=6.14.* \
             openjdk-11-jre-headless \
-            openssl \
+            openssl=1.1.1* \
             postgresql-client \
-            protobuf-compiler \
+            protobuf-compiler=3.6.* \
             python3 \
-            python3-lxml \
-            python3-pip \
-            python3-requests \
+            python3-lxml=4.5.* \
+            python3-pip=20.0.* \
+            python3-requests=2.22.* \
             python3-termcolor \
-            qemu-user-static \
+            qemu-user-static='1:4.2*' \
             sqlite3 \
             sudo \
             telnet \
             tree \
             unixodbc \
             wget \
-            rustc \
-            cargo \
             zstd \
             file \
             pv \
-            rpm2cpio \
-            cpio \
+            rpm2cpio=4.14.* \
+            cpio=2.13* \
     && apt-get clean
 
-RUN pip3 install numpy scipy pandas Jinja2
+
+RUN pip3 install numpy~=1.24 scipy~=1.10 pandas~=2.0 Jinja2~=3.1
 
 RUN mkdir -p /tmp/clickhouse-odbc-tmp \
    && wget -nv -O - ${odbc_driver_url} | tar --strip-components=1 -xz -C /tmp/clickhouse-odbc-tmp \
@@ -81,8 +79,7 @@ ENV MINIO_ROOT_USER="clickhouse"
 ENV MINIO_ROOT_PASSWORD="clickhouse"
 ENV EXPORT_S3_STORAGE_POLICIES=1
 
-RUN npm install -g azurite
-RUN npm install tslib
+RUN npm install -g azurite@3.25.1
 
 COPY run.sh /
 COPY setup_minio.sh /
diff --git a/tests/ci/ast_fuzzer_check.py b/tests/ci/ast_fuzzer_check.py
index f00d9a1e784a..a1622bbf319c 100644
--- a/tests/ci/ast_fuzzer_check.py
+++ b/tests/ci/ast_fuzzer_check.py
@@ -78,7 +78,7 @@ def main():
         logging.info("Check is already finished according to github status, exiting")
         sys.exit(0)
 
-    docker_image = get_image_with_version(reports_path, IMAGE_NAME)
+    docker_image = get_image_with_version(reports_path, IMAGE_NAME, version=pr_info.docker_image_tag)
 
     build_name = get_build_name_for_check(check_name)
     urls = read_build_urls(build_name, reports_path)
diff --git a/tests/ci/build_check.py b/tests/ci/build_check.py
index a358b590f65d..737f7f1e8a2c 100644
--- a/tests/ci/build_check.py
+++ b/tests/ci/build_check.py
@@ -250,7 +250,7 @@ def main():
     # e.g. `binary_darwin_aarch64/clickhouse` for `binary_darwin`
     check_for_success_run(s3_helper, f"{s3_path_prefix}/", build_name, version)
 
-    docker_image = get_image_with_version(IMAGES_PATH, IMAGE_NAME)
+    docker_image = get_image_with_version(IMAGES_PATH, IMAGE_NAME, version=pr_info.docker_image_tag)
     image_version = docker_image.version
 
     logging.info("Got version from repo %s", version.string)
@@ -351,7 +351,7 @@ def main():
     print(f"::notice ::Log URL: {log_url}")
 
     src_path = os.path.join(TEMP_PATH, "build_source.src.tar.gz")
-   
+
     if os.path.exists(src_path):
         src_url = s3_helper.upload_build_file_to_s3(
             Path(src_path), s3_path_prefix + "/clickhouse-" + version.string + ".src.tar.gz"
@@ -361,7 +361,7 @@ def main():
         logging.info("Source tar doesn't exist")
 
     print(f"::notice ::Source tar URL: {src_url}")
-    
+
     build_result = BuildResult(
         build_name,
         log_url,
diff --git a/tests/ci/docs_check.py b/tests/ci/docs_check.py
index 1fbe14004582..d859be86dadb 100644
--- a/tests/ci/docs_check.py
+++ b/tests/ci/docs_check.py
@@ -81,7 +81,7 @@ def main():
     elif args.force:
         logging.info("Check the docs because of force flag")
 
-    docker_image = get_image_with_version(reports_path, "altinityinfra/docs-builder")
+    docker_image = get_image_with_version(reports_path, "altinityinfra/docs-builder", version=pr_info.docker_image_tag)
 
     test_output = temp_path / "docs_check_log"
     test_output.mkdir(parents=True, exist_ok=True)
diff --git a/tests/ci/fast_test_check.py b/tests/ci/fast_test_check.py
index aa0fd6ab041b..d45161892061 100644
--- a/tests/ci/fast_test_check.py
+++ b/tests/ci/fast_test_check.py
@@ -109,7 +109,7 @@ def main():
         logging.info("Check is already finished according to github status, exiting")
         sys.exit(0)
 
-    docker_image = get_image_with_version(reports_path, "altinityinfra/fasttest")
+    docker_image = get_image_with_version(reports_path, "altinityinfra/fasttest", version=pr_info.docker_image_tag)
 
     s3_helper = S3Helper()
 
diff --git a/tests/ci/functional_test_check.py b/tests/ci/functional_test_check.py
index 53fc908039e3..ae21c4452785 100644
--- a/tests/ci/functional_test_check.py
+++ b/tests/ci/functional_test_check.py
@@ -291,7 +291,7 @@ def main():
             sys.exit(0)
 
     image_name = get_image_name(check_name)
-    docker_image = get_image_with_version(reports_path, image_name)
+    docker_image = get_image_with_version(reports_path, image_name, version=pr_info.docker_image_tag)
 
     packages_path = temp_path / "packages"
     packages_path.mkdir(parents=True, exist_ok=True)
diff --git a/tests/ci/install_check.py b/tests/ci/install_check.py
index 419c1c3b303f..5f4d122c31cc 100644
--- a/tests/ci/install_check.py
+++ b/tests/ci/install_check.py
@@ -273,7 +273,7 @@ def main():
             sys.exit(0)
 
     docker_images = {
-        name: get_image_with_version(REPORTS_PATH, name)
+        name: get_image_with_version(REPORTS_PATH, name, version=pr_info.docker_image_tag)
         for name in (RPM_IMAGE, DEB_IMAGE)
     }
     prepare_test_scripts()
@@ -354,7 +354,7 @@ def filter_artifacts(path: str) -> bool:
         args.check_name,
     )
 
-    ch_helper.insert_events_into(db="default", table="checks", events=prepared_events)
+    ch_helper.insert_events_into(db="gh-data", table="checks", events=prepared_events)
 
     if state == FAILURE:
         sys.exit(1)
diff --git a/tests/ci/performance_comparison_check.py b/tests/ci/performance_comparison_check.py
index 83b47a16de5f..b4ce9757ea8e 100644
--- a/tests/ci/performance_comparison_check.py
+++ b/tests/ci/performance_comparison_check.py
@@ -121,7 +121,7 @@ def main():
         .replace("/", "_")
     )
 
-    docker_image = get_image_with_version(reports_path, IMAGE_NAME)
+    docker_image = get_image_with_version(reports_path, IMAGE_NAME, version=pr_info.docker_image_tag)
 
     result_path = temp_path / "result"
     result_path.mkdir(parents=True, exist_ok=True)
diff --git a/tests/ci/pr_info.py b/tests/ci/pr_info.py
index 7208fdc0f324..a4e550c1c38a 100644
--- a/tests/ci/pr_info.py
+++ b/tests/ci/pr_info.py
@@ -13,6 +13,10 @@
     GITHUB_RUN_URL,
     GITHUB_EVENT_PATH,
 )
+from version_helper import (
+    Git,
+    get_version_from_repo,
+)
 
 FORCE_TESTS_LABEL = "force tests"
 SKIP_MERGEABLE_CHECK_LABEL = "skip mergeable check"
@@ -37,7 +41,6 @@
 ]
 RETRY_SLEEP = 0
 
-
 def get_pr_for_commit(sha, ref):
     if not ref:
         return None
@@ -98,6 +101,7 @@ def __init__(
         # release_pr and merged_pr are used for docker images additional cache
         self.release_pr = 0
         self.merged_pr = 0
+        self.version = get_version_from_repo(git=Git(True))
         ref = github_event.get("ref", "refs/heads/master")
         if ref and ref.startswith("refs/heads/"):
             ref = ref[11:]
@@ -115,6 +119,7 @@ def __init__(
 
         if "pull_request" in github_event:  # pull request and other similar events
             self.number = github_event["pull_request"]["number"]  # type: int
+            self.docker_image_tag = str(self.number) # type: str
             if pr_event_from_api:
                 try:
                     response = get_gh_api(
@@ -191,6 +196,7 @@ def __init__(
             if pull_request is None or pull_request["state"] == "closed":
                 # it's merged PR to master
                 self.number = 0
+                self.docker_image_tag = str(self.number) + "-" + str(self.sha)
                 self.labels = set()
                 self.pr_html_url = f"{repo_prefix}/commits/{ref}"
                 self.base_ref = ref
@@ -202,6 +208,7 @@ def __init__(
                 )
             else:
                 self.number = pull_request["number"]
+                self.docker_image_tag = str(self.number)
                 self.labels = {label["name"] for label in pull_request["labels"]}
 
                 self.base_ref = pull_request["base"]["ref"]
@@ -247,7 +254,8 @@ def __init__(
             self.sha = os.getenv(
                 "GITHUB_SHA", "0000000000000000000000000000000000000000"
             )
-            self.number = 0
+            self.number = f"{self.version.major}.{self.version.minor}.{self.version.patch}"
+            self.docker_image_tag = str(self.number) + "-" + str(self.sha)
             self.labels = set()
             repo_prefix = f"{GITHUB_SERVER_URL}/{GITHUB_REPOSITORY}"
             self.task_url = GITHUB_RUN_URL
diff --git a/tests/ci/sqlancer_check.py b/tests/ci/sqlancer_check.py
index 1da36e7e5165..5712547355f9 100644
--- a/tests/ci/sqlancer_check.py
+++ b/tests/ci/sqlancer_check.py
@@ -65,7 +65,7 @@ def main():
         logging.info("Check is already finished according to github status, exiting")
         sys.exit(0)
 
-    docker_image = get_image_with_version(reports_path, IMAGE_NAME)
+    docker_image = get_image_with_version(reports_path, IMAGE_NAME, version=pr_info.docker_image_tag)
 
     build_name = get_build_name_for_check(check_name)
     urls = read_build_urls(build_name, reports_path)
@@ -160,7 +160,7 @@ def main():
         report_url,
         check_name,
     )
-    ch_helper.insert_events_into(db="default", table="checks", events=prepared_events)
+    ch_helper.insert_events_into(db="gh-data", table="checks", events=prepared_events)
 
 
 if __name__ == "__main__":
diff --git a/tests/ci/stress_check.py b/tests/ci/stress_check.py
index 23b99fecd46e..2d2863873a34 100644
--- a/tests/ci/stress_check.py
+++ b/tests/ci/stress_check.py
@@ -122,7 +122,7 @@ def run_stress_test(docker_image_name: str) -> None:
         logging.info("Check is already finished according to github status, exiting")
         sys.exit(0)
 
-    docker_image = get_image_with_version(reports_path, docker_image_name)
+    docker_image = get_image_with_version(reports_path, docker_image_name, version=pr_info.docker_image_tag)
 
     packages_path = temp_path / "packages"
     packages_path.mkdir(parents=True, exist_ok=True)
diff --git a/tests/ci/style_check.py b/tests/ci/style_check.py
index ec707bea22b9..9e40134d57a9 100644
--- a/tests/ci/style_check.py
+++ b/tests/ci/style_check.py
@@ -164,7 +164,7 @@ def main():
         code = int(state != "success")
         sys.exit(code)
 
-    docker_image = get_image_with_version(reports_path, "altinityinfra/style-test")
+    docker_image = get_image_with_version(reports_path, "altinityinfra/style-test", version=pr_info.docker_image_tag)
     s3_helper = S3Helper()
 
     cmd = (
diff --git a/tests/ci/unit_tests_check.py b/tests/ci/unit_tests_check.py
index 16316a917750..cb8a3e7e5af1 100644
--- a/tests/ci/unit_tests_check.py
+++ b/tests/ci/unit_tests_check.py
@@ -130,7 +130,7 @@ def main():
         logging.info("Check is already finished according to github status, exiting")
         sys.exit(0)
 
-    docker_image = get_image_with_version(REPORTS_PATH, IMAGE_NAME)
+    docker_image = get_image_with_version(REPORTS_PATH, IMAGE_NAME, version=pr_info.docker_image_tag)
 
     download_unit_tests(check_name, REPORTS_PATH, TEMP_PATH)
 
diff --git a/tests/integration/ci-runner.py b/tests/integration/ci-runner.py
index a40117264c5c..78560de8c115 100755
--- a/tests/integration/ci-runner.py
+++ b/tests/integration/ci-runner.py
@@ -628,7 +628,8 @@ def run_test_group(
 
             test_cmd = " ".join([test for test in sorted(test_names)])
             parallel_cmd = (
-                " --parallel {} ".format(num_workers) if (num_workers > 0 or i > 0) else ""
+                ## NOTE(vnemkov) Second and consecutive runs non-parallel to improve stability
+                " --parallel {} ".format(num_workers) if (num_workers > 0 and i == 0) else ""
             )
             # -r -- show extra test summary:
             # -f -- (f)ailed