diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
index e11a797cedd..91ec0904103 100644
--- a/.github/workflows/build.yaml
+++ b/.github/workflows/build.yaml
@@ -69,19 +69,17 @@ jobs:
       sha: ${{ inputs.sha }}
   wheel-build-cudf:
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-build.yml@branch-23.10
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-build.yaml@branch-23.10
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
       sha: ${{ inputs.sha }}
       date: ${{ inputs.date }}
-      package-name: cudf
-      package-dir: python/cudf
-      skbuild-configure-options: "-DCUDF_BUILD_WHEELS=ON -DDETECT_CONDA_ENV=OFF"
+      script: ci/build_wheel_cudf.sh
   wheel-publish-cudf:
     needs: wheel-build-cudf
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-publish.yml@branch-23.10
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-publish.yaml@branch-23.10
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -91,18 +89,18 @@ jobs:
   wheel-build-dask-cudf:
     needs: wheel-publish-cudf
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-pure-build.yml@branch-23.10
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-build.yaml@branch-23.10
     with:
+      matrix_filter: map(select(.ARCH == "amd64" and .PY_VER == "3.10" and (.CUDA_VER == "11.8.0" or .CUDA_VER == "12.0.1")))
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
       sha: ${{ inputs.sha }}
       date: ${{ inputs.date }}
-      package-name: dask_cudf
-      package-dir: python/dask_cudf
+      script: ci/build_wheel_dask_cudf.sh
   wheel-publish-dask-cudf:
     needs: wheel-build-dask-cudf
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-pure-publish.yml@branch-23.10
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-publish.yaml@branch-23.10
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
diff --git a/.github/workflows/pr.yaml b/.github/workflows/pr.yaml
index 225ac91cbae..b47a40b13d2 100644
--- a/.github/workflows/pr.yaml
+++ b/.github/workflows/pr.yaml
@@ -98,37 +98,30 @@ jobs:
   wheel-build-cudf:
     needs: checks
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-build.yml@branch-23.10
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-build.yaml@branch-23.10
     with:
       build_type: pull-request
-      package-name: cudf
-      package-dir: python/cudf
-      skbuild-configure-options: "-DCUDF_BUILD_WHEELS=ON -DDETECT_CONDA_ENV=OFF"
+      script: "ci/build_wheel_cudf.sh"
   wheel-tests-cudf:
     needs: wheel-build-cudf
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-test.yml@branch-23.10
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-test.yaml@branch-23.10
     with:
       build_type: pull-request
-      package-name: cudf
-      test-unittest: "python -m pytest -n 8 ./python/cudf/cudf/tests"
-      test-smoketest: "python ./ci/wheel_smoke_test_cudf.py"
+      script: ci/test_wheel_cudf.sh
   wheel-build-dask-cudf:
     needs: wheel-tests-cudf
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-pure-build.yml@branch-23.10
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-build.yaml@branch-23.10
     with:
+      matrix_filter: map(select(.ARCH == "amd64" and .PY_VER == "3.10" and (.CUDA_VER == "11.8.0" or .CUDA_VER == "12.0.1")))
       build_type: pull-request
-      package-name: dask_cudf
-      package-dir: python/dask_cudf
-      before-wheel: "RAPIDS_PY_WHEEL_NAME=cudf_${{ '${PIP_CU_VERSION}' }} rapids-download-wheels-from-s3 ./local-cudf && python -m pip install --no-deps ./local-cudf/cudf*.whl"
+      script: "ci/build_wheel_dask_cudf.sh"
   wheel-tests-dask-cudf:
     needs: wheel-build-dask-cudf
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-pure-test.yml@branch-23.10
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-test.yaml@branch-23.10
     with:
+      matrix_filter: map(select(.ARCH == "amd64" and .PY_VER == "3.10" and (.CUDA_VER == "11.8.0" or .CUDA_VER == "12.0.1")))
       build_type: pull-request
-      package-name: dask_cudf
-      # Install the cudf we just built, and also test against latest dask/distributed/dask-cuda.
-      test-before: "RAPIDS_PY_WHEEL_NAME=cudf_${{ '${PIP_CU_VERSION}' }} rapids-download-wheels-from-s3 ./local-cudf-dep && python -m pip install --no-deps ./local-cudf-dep/cudf*.whl && python -m pip install git+https://github.com/dask/dask.git@main git+https://github.com/dask/distributed.git@main git+https://github.com/rapidsai/dask-cuda.git@branch-23.10"
-      test-unittest: "python -m pytest -n 8 ./python/dask_cudf/dask_cudf/tests"
+      script: ci/test_wheel_dask_cudf.sh
diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
index b200904a720..a738a6ff5f1 100644
--- a/.github/workflows/test.yaml
+++ b/.github/workflows/test.yaml
@@ -79,23 +79,20 @@ jobs:
       run_script: "ci/test_notebooks.sh"
   wheel-tests-cudf:
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-test.yml@branch-23.10
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-test.yml@branch-23.10
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
       date: ${{ inputs.date }}
       sha: ${{ inputs.sha }}
-      package-name: cudf
-      test-unittest: "python -m pytest -n 8 ./python/cudf/cudf/tests"
+      script: ci/test_wheel_cudf.sh
   wheel-tests-dask-cudf:
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-pure-test.yml@branch-23.10
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-test.yml@branch-23.10
     with:
+      matrix_filter: map(select(.ARCH == "amd64" and .PY_VER == "3.10" and (.CUDA_VER == "11.8.0" or .CUDA_VER == "12.0.1")))
       build_type: nightly
       branch: ${{ inputs.branch }}
       date: ${{ inputs.date }}
       sha: ${{ inputs.sha }}
-      package-name: dask_cudf
-      # Test against latest dask/distributed/dask-cuda.
-      test-before: "python -m pip install git+https://github.com/dask/dask.git@main git+https://github.com/dask/distributed.git@main git+https://github.com/rapidsai/dask-cuda.git@branch-23.10"
-      test-unittest: "python -m pytest -n 8 ./python/dask_cudf/dask_cudf/tests"
+      script: ci/test_wheel_dask_cudf.sh
diff --git a/ci/build_wheel_cudf.sh b/ci/build_wheel_cudf.sh
new file mode 100755
index 00000000000..c20a5162788
--- /dev/null
+++ b/ci/build_wheel_cudf.sh
@@ -0,0 +1,26 @@
+#!/bin/bash
+# Copyright (c) 2023, NVIDIA CORPORATION.
+
+set -euo pipefail
+
+source rapids-configure-sccache
+source rapids-date-string
+
+# Use gha-tools rapids-pip-wheel-version to generate wheel version then
+# update the necessary files
+version_override="$(rapids-pip-wheel-version ${RAPIDS_DATE_STRING})"
+
+RAPIDS_PY_CUDA_SUFFIX="$(rapids-wheel-ctk-name-gen ${RAPIDS_CUDA_VERSION})"
+
+ci/release/apply_wheel_modifications.sh ${version_override} "-${RAPIDS_PY_CUDA_SUFFIX}"
+echo "The package name and/or version was modified in the package source. The git diff is:"
+git diff
+
+cd python/cudf
+
+SKBUILD_CONFIGURE_OPTIONS="-DCUDF_BUILD_WHEELS=ON -DDETECT_CONDA_ENV=OFF" python -m pip wheel . -w dist -vvv --no-deps --disable-pip-version-check
+
+mkdir -p final_dist
+python -m auditwheel repair -w final_dist dist/*
+
+RAPIDS_PY_WHEEL_NAME="cudf_${RAPIDS_PY_CUDA_SUFFIX}" rapids-upload-wheels-to-s3 final_dist
diff --git a/ci/build_wheel_dask_cudf.sh b/ci/build_wheel_dask_cudf.sh
new file mode 100755
index 00000000000..9af90d3a863
--- /dev/null
+++ b/ci/build_wheel_dask_cudf.sh
@@ -0,0 +1,24 @@
+#!/bin/bash
+# Copyright (c) 2023, NVIDIA CORPORATION.
+
+set -euo pipefail
+
+source rapids-configure-sccache
+source rapids-date-string
+
+# Use gha-tools rapids-pip-wheel-version to generate wheel version then
+# update the necessary files
+version_override="$(rapids-pip-wheel-version ${RAPIDS_DATE_STRING})"
+
+RAPIDS_PY_CUDA_SUFFIX="$(rapids-wheel-ctk-name-gen ${RAPIDS_CUDA_VERSION})"
+
+ci/release/apply_wheel_modifications.sh ${version_override} "-${RAPIDS_PY_CUDA_SUFFIX}"
+echo "The package name and/or version was modified in the package source. The git diff is:"
+git diff
+
+cd python/dask_cudf
+
+# Hardcode the output dir
+python -m pip wheel . -w dist -vvv --no-deps --disable-pip-version-check
+
+RAPIDS_PY_WHEEL_NAME="dask_cudf_${RAPIDS_PY_CUDA_SUFFIX}" rapids-upload-wheels-to-s3 dist
diff --git a/ci/release/update-version.sh b/ci/release/update-version.sh
index 8a03ab2e71d..5e735a71994 100755
--- a/ci/release/update-version.sh
+++ b/ci/release/update-version.sh
@@ -62,6 +62,9 @@ sed_runner "s/^version = .*/version = \"${NEXT_FULL_TAG}\"/g" python/dask_cudf/p
 sed_runner "s/^version = .*/version = \"${NEXT_FULL_TAG}\"/g" python/cudf_kafka/pyproject.toml
 sed_runner "s/^version = .*/version = \"${NEXT_FULL_TAG}\"/g" python/custreamz/pyproject.toml
 
+# Wheel testing script
+sed_runner "s/branch-.*/branch-${NEXT_SHORT_TAG}/g" ci/test_wheel_dask_cudf.sh
+
 # rapids-cmake version
 sed_runner 's/'"branch-.*\/RAPIDS.cmake"'/'"branch-${NEXT_SHORT_TAG}\/RAPIDS.cmake"'/g' fetch_rapids.cmake
 
diff --git a/ci/test_wheel_cudf.sh b/ci/test_wheel_cudf.sh
new file mode 100755
index 00000000000..83e24ab3ff1
--- /dev/null
+++ b/ci/test_wheel_cudf.sh
@@ -0,0 +1,17 @@
+#!/bin/bash
+# Copyright (c) 2023, NVIDIA CORPORATION.
+
+set -eou pipefail
+
+RAPIDS_PY_CUDA_SUFFIX="$(rapids-wheel-ctk-name-gen ${RAPIDS_CUDA_VERSION})"
+RAPIDS_PY_WHEEL_NAME="cudf_${RAPIDS_PY_CUDA_SUFFIX}" rapids-download-wheels-from-s3 ./dist
+
+# echo to expand wildcard before adding `[extra]` requires for pip
+python -m pip install $(echo ./dist/cudf*.whl)[test]
+
+# Run smoke tests for aarch64 pull requests
+if [[ "$(arch)" == "aarch64" && ${RAPIDS_BUILD_TYPE} == "pull-request" ]]; then
+    python ./ci/wheel_smoke_test_cudf.py
+else
+    python -m pytest -n 8 ./python/cudf/cudf/tests
+fi
diff --git a/ci/test_wheel_dask_cudf.sh b/ci/test_wheel_dask_cudf.sh
new file mode 100755
index 00000000000..d6e7f4bf65e
--- /dev/null
+++ b/ci/test_wheel_dask_cudf.sh
@@ -0,0 +1,19 @@
+#!/bin/bash
+# Copyright (c) 2023, NVIDIA CORPORATION.
+
+set -eou pipefail
+
+RAPIDS_PY_CUDA_SUFFIX="$(rapids-wheel-ctk-name-gen ${RAPIDS_CUDA_VERSION})"
+RAPIDS_PY_WHEEL_NAME="dask_cudf_${RAPIDS_PY_CUDA_SUFFIX}" rapids-download-wheels-from-s3 ./dist
+
+# Download the cudf built in the previous step
+RAPIDS_PY_WHEEL_NAME="cudf_${RAPIDS_PY_CUDA_SUFFIX}" rapids-download-wheels-from-s3 ./local-cudf-dep
+python -m pip install --no-deps ./local-cudf-dep/cudf*.whl
+
+# Always install latest dask for testing
+python -m pip install git+https://github.com/dask/dask.git@main git+https://github.com/dask/distributed.git@main git+https://github.com/rapidsai/dask-cuda.git@branch-23.10
+
+# echo to expand wildcard before adding `[extra]` requires for pip
+python -m pip install $(echo ./dist/dask_cudf*.whl)[test]
+
+python -m pytest -n 8 ./python/dask_cudf/dask_cudf/tests