diff --git a/.github/workflows/build_and_test.yml b/.github/workflows/build_and_test.yml
index 804cd0bb9..a289bab30 100644
--- a/.github/workflows/build_and_test.yml
+++ b/.github/workflows/build_and_test.yml
@@ -43,10 +43,10 @@ jobs:
     needs: params
     runs-on: ubuntu-20.04
     container:
-      image: ${{ needs.params.outputs.build_image_name }}:latest
+      image: "${{ needs.params.outputs.build_image_name }}:${{ needs.params.outputs.pg16_version }}${{ needs.params.outputs.image_suffix }}"
       options: --user root
     steps:
-    - uses: actions/checkout@v3.5.0
+    - uses: actions/checkout@v4
     - name: Check Snapshots
       run: |
         git config --global --add safe.directory ${GITHUB_WORKSPACE}
@@ -60,7 +60,7 @@ jobs:
     - name: Check Snapshots
       run: |
         git config --global --add safe.directory ${GITHUB_WORKSPACE}
-    - uses: actions/checkout@v3.5.0
+    - uses: actions/checkout@v4
       with:
         fetch-depth: 0
     - name: Check C Style
@@ -114,7 +114,7 @@ jobs:
       image: "${{ matrix.image_name }}:${{ fromJson(matrix.pg_version).full }}${{ matrix.image_suffix }}"
       options: --user root
     steps:
-    - uses: actions/checkout@v3.5.0
+    - uses: actions/checkout@v4
     - name: Expose $PG_MAJOR to Github Env
       run: echo "PG_MAJOR=${PG_MAJOR}" >> $GITHUB_ENV
       shell: bash
@@ -224,7 +224,7 @@ jobs:
     - params
     - build
     steps:
-    - uses: actions/checkout@v3.5.0
+    - uses: actions/checkout@v4
     - uses: "./.github/actions/setup_extension"
     - name: Run Test
       run: gosu circleci make -C src/test/${{ matrix.suite }} ${{ matrix.make }}
@@ -258,7 +258,7 @@ jobs:
           - ${{ needs.params.outputs.pg16_version }}
         parallel: [0,1,2,3,4,5] # workaround for running 6 parallel jobs
     steps:
-    - uses: actions/checkout@v3.5.0
+    - uses: actions/checkout@v4
     - uses: "./.github/actions/setup_extension"
     - name: Test arbitrary configs
       run: |-
@@ -308,7 +308,7 @@ jobs:
       old_pg_major: ${{ matrix.old_pg_major }}
       new_pg_major: ${{ matrix.new_pg_major }}
     steps:
-    - uses: actions/checkout@v3.5.0
+    - uses: actions/checkout@v4
     - uses: "./.github/actions/setup_extension"
       with:
         pg_major: "${{ env.old_pg_major }}"
@@ -346,7 +346,7 @@ jobs:
     - params
     - build
     steps:
-    - uses: actions/checkout@v3.5.0
+    - uses: actions/checkout@v4
     - uses: "./.github/actions/setup_extension"
       with:
         skip_installation: true
@@ -410,7 +410,7 @@ jobs:
     needs:
     - build
     steps:
-    - uses: actions/checkout@v3.5.0
+    - uses: actions/checkout@v4
     - uses: azure/login@v1
       with:
         creds: ${{ secrets.AZURE_CREDENTIALS }}
@@ -428,7 +428,7 @@ jobs:
     needs:
     - build
     steps:
-    - uses: actions/checkout@v3.5.0
+    - uses: actions/checkout@v4
     - uses: azure/login@v1
       with:
         creds: ${{ secrets.AZURE_CREDENTIALS }}
@@ -447,7 +447,7 @@ jobs:
     outputs:
       json: ${{ steps.parallelization.outputs.json }}
     steps:
-      - uses: actions/checkout@v3.5.0
+      - uses: actions/checkout@v4
       - uses: "./.github/actions/parallelization"
         id: parallelization
         with:
@@ -460,7 +460,7 @@ jobs:
     outputs:
       tests: ${{ steps.detect-regression-tests.outputs.tests }}
     steps:
-    - uses: actions/checkout@v3.5.0
+    - uses: actions/checkout@v4
       with:
         fetch-depth: 0
     - name: Detect regression tests need to be ran
@@ -495,7 +495,7 @@ jobs:
       fail-fast: false
       matrix: ${{ fromJson(needs.prepare_parallelization_matrix_32.outputs.json) }}
     steps:
-    - uses: actions/checkout@v3.5.0
+    - uses: actions/checkout@v4
     - uses: actions/download-artifact@v3.0.1
     - uses: "./.github/actions/setup_extension"
     - name: Run minimal tests
diff --git a/.github/workflows/flaky_test_debugging.yml b/.github/workflows/flaky_test_debugging.yml
index a744edc3b..7135f99fa 100644
--- a/.github/workflows/flaky_test_debugging.yml
+++ b/.github/workflows/flaky_test_debugging.yml
@@ -28,7 +28,7 @@ jobs:
       image: ${{ vars.build_image_name }}:${{ vars.pg15_version  }}${{ vars.image_suffix }}
       options: --user root
     steps:
-    - uses: actions/checkout@v3.5.0
+    - uses: actions/checkout@v4
     - name: Configure, Build, and Install
       run: |
         echo "PG_MAJOR=${PG_MAJOR}" >> $GITHUB_ENV
@@ -46,7 +46,7 @@ jobs:
     outputs:
       json: ${{ steps.parallelization.outputs.json }}
     steps:
-      - uses: actions/checkout@v3.5.0
+      - uses: actions/checkout@v4
       - uses: "./.github/actions/parallelization"
         id: parallelization
         with:
@@ -67,7 +67,7 @@ jobs:
       fail-fast: false
       matrix: ${{ fromJson(needs.prepare_parallelization_matrix.outputs.json) }}
     steps:
-    - uses: actions/checkout@v3.5.0
+    - uses: actions/checkout@v4
     - uses: "./.github/actions/setup_extension"
     - name: Run minimal tests
       run: |-