diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
index c663f52f548..b92e0a53b46 100644
--- a/.github/workflows/build.yaml
+++ b/.github/workflows/build.yaml
@@ -28,7 +28,7 @@ concurrency:
 jobs:
   cpp-build:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@test-cuda-12.2
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -37,7 +37,7 @@ jobs:
   python-build:
     needs: [cpp-build]
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@test-cuda-12.2
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -46,7 +46,7 @@ jobs:
   upload-conda:
     needs: [cpp-build, python-build]
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-upload-packages.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/conda-upload-packages.yaml@test-cuda-12.2
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -57,7 +57,7 @@ jobs:
     if: github.ref_type == 'branch'
     needs: python-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@test-cuda-12.2
     with:
       arch: "amd64"
       branch: ${{ inputs.branch }}
@@ -69,7 +69,7 @@ jobs:
       sha: ${{ inputs.sha }}
   wheel-build-cudf:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@test-cuda-12.2
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       build-2_28-wheels: "true"
@@ -80,7 +80,7 @@ jobs:
   wheel-publish-cudf:
     needs: wheel-build-cudf
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-publish.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-publish.yaml@test-cuda-12.2
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -90,9 +90,9 @@ jobs:
   wheel-build-dask-cudf:
     needs: wheel-publish-cudf
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@test-cuda-12.2
     with:
-      matrix_filter: map(select(.ARCH == "amd64" and .PY_VER == "3.10" and (.CUDA_VER == "11.8.0" or .CUDA_VER == "12.0.1")))
+      matrix_filter: map(select(.ARCH == "amd64" and .PY_VER == "3.10" and (.CUDA_VER == "11.8.0" or .CUDA_VER == "12.2.2")))
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
       sha: ${{ inputs.sha }}
@@ -101,7 +101,7 @@ jobs:
   wheel-publish-dask-cudf:
     needs: wheel-build-dask-cudf
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-publish.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-publish.yaml@test-cuda-12.2
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
diff --git a/.github/workflows/pr.yaml b/.github/workflows/pr.yaml
index 1dc31da8e80..57923dca5d9 100644
--- a/.github/workflows/pr.yaml
+++ b/.github/workflows/pr.yaml
@@ -32,16 +32,16 @@ jobs:
       #- pandas-tests-diff
       #- pandas-tests-diff-comment
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/pr-builder.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/pr-builder.yaml@test-cuda-12.2
   checks:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/checks.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/checks.yaml@test-cuda-12.2
     with:
       enable_check_generated_files: false
   conda-cpp-build:
     needs: checks
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@test-cuda-12.2
     with:
       build_type: pull-request
   conda-cpp-checks:
@@ -54,19 +54,19 @@ jobs:
   conda-cpp-tests:
     needs: conda-cpp-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-tests.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-tests.yaml@test-cuda-12.2
     with:
       build_type: pull-request
   conda-python-build:
     needs: conda-cpp-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@test-cuda-12.2
     with:
       build_type: pull-request
   conda-python-cudf-tests:
     needs: conda-python-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@test-cuda-12.2
     with:
       build_type: pull-request
       test_script: "ci/test_python_cudf.sh"
@@ -74,14 +74,14 @@ jobs:
     # Tests for dask_cudf, custreamz, cudf_kafka are separated for CI parallelism
     needs: conda-python-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@test-cuda-12.2
     with:
       build_type: pull-request
       test_script: "ci/test_python_other.sh"
   conda-java-tests:
     needs: conda-cpp-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@test-cuda-12.2
     with:
       build_type: pull-request
       node_type: "gpu-v100-latest-1"
@@ -91,7 +91,7 @@ jobs:
   conda-notebook-tests:
     needs: conda-python-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@test-cuda-12.2
     with:
       build_type: pull-request
       node_type: "gpu-v100-latest-1"
@@ -101,7 +101,7 @@ jobs:
   docs-build:
     needs: conda-python-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@test-cuda-12.2
     with:
       build_type: pull-request
       node_type: "gpu-v100-latest-1"
@@ -111,7 +111,7 @@ jobs:
   wheel-build-cudf:
     needs: checks
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@test-cuda-12.2
     with:
       build_type: pull-request
       build-2_28-wheels: "true"
@@ -119,29 +119,29 @@ jobs:
   wheel-tests-cudf:
     needs: wheel-build-cudf
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@test-cuda-12.2
     with:
       build_type: pull-request
       script: ci/test_wheel_cudf.sh
   wheel-build-dask-cudf:
     needs: wheel-build-cudf
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@test-cuda-12.2
     with:
-      matrix_filter: map(select(.ARCH == "amd64" and .PY_VER == "3.10" and (.CUDA_VER == "11.8.0" or .CUDA_VER == "12.0.1")))
+      matrix_filter: map(select(.ARCH == "amd64" and .PY_VER == "3.10" and (.CUDA_VER == "11.8.0" or .CUDA_VER == "12.2.2")))
       build_type: pull-request
       script: "ci/build_wheel_dask_cudf.sh"
   wheel-tests-dask-cudf:
     needs: wheel-build-dask-cudf
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@test-cuda-12.2
     with:
-      matrix_filter: map(select(.ARCH == "amd64" and .PY_VER == "3.10" and (.CUDA_VER == "11.8.0" or .CUDA_VER == "12.0.1")))
+      matrix_filter: map(select(.ARCH == "amd64" and .PY_VER == "3.10" and (.CUDA_VER == "11.8.0" or .CUDA_VER == "12.2.2")))
       build_type: pull-request
       script: ci/test_wheel_dask_cudf.sh
   devcontainer:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/build-in-devcontainer.yaml@branch-24.04
+    uses: rapidsai/shared-action-workflows/.github/workflows/build-in-devcontainer.yaml@test-cuda-12.2
     with:
       build_command: |
         sccache -z;
@@ -150,16 +150,16 @@ jobs:
   unit-tests-cudf-pandas:
     needs: wheel-build-cudf
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@test-cuda-12.2
     with:
-      matrix_filter: map(select(.ARCH == "amd64" and .PY_VER == "3.10" and (.CUDA_VER == "11.8.0" or .CUDA_VER == "12.0.1")))
+      matrix_filter: map(select(.ARCH == "amd64" and .PY_VER == "3.10" and (.CUDA_VER == "11.8.0" or .CUDA_VER == "12.2.2")))
       build_type: pull-request
       script: ci/cudf_pandas_scripts/run_tests.sh
   pandas-tests:
     # run the Pandas unit tests using PR branch
     needs: wheel-build-cudf
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@test-cuda-12.2
     with:
       matrix_filter: map(select(.ARCH == "amd64")) | max_by(.CUDA_VER) | [.]
       build_type: pull-request
@@ -171,7 +171,7 @@ jobs:
   #  needs: [pandas-tests-main, pandas-tests-pr]
   #  secrets: inherit
   #  # This branch exports a `job_output` output that the downstream job reads.
-  #  uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.04
+  #  uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@test-cuda-12.2
   #  with:
   #    node_type: cpu4
   #    build_type: pull-request
diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
index e044d69c6d8..e7eef4de1b3 100644
--- a/.github/workflows/test.yaml
+++ b/.github/workflows/test.yaml
@@ -25,7 +25,7 @@ jobs:
       enable_check_symbols: true
   conda-cpp-tests:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-tests.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-tests.yaml@test-cuda-12.2
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
@@ -33,7 +33,7 @@ jobs:
       sha: ${{ inputs.sha }}
   conda-cpp-memcheck-tests:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@test-cuda-12.2
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
@@ -45,7 +45,7 @@ jobs:
       run_script: "ci/test_cpp_memcheck.sh"
   conda-python-cudf-tests:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@test-cuda-12.2
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
@@ -55,7 +55,7 @@ jobs:
   conda-python-other-tests:
     # Tests for dask_cudf, custreamz, cudf_kafka are separated for CI parallelism
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@test-cuda-12.2
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
@@ -64,7 +64,7 @@ jobs:
       test_script: "ci/test_python_other.sh"
   conda-java-tests:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@test-cuda-12.2
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
@@ -76,7 +76,7 @@ jobs:
       run_script: "ci/test_java.sh"
   conda-notebook-tests:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@test-cuda-12.2
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
@@ -88,7 +88,7 @@ jobs:
       run_script: "ci/test_notebooks.sh"
   wheel-tests-cudf:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@test-cuda-12.2
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
@@ -97,9 +97,9 @@ jobs:
       script: ci/test_wheel_cudf.sh
   wheel-tests-dask-cudf:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@test-cuda-12.2
     with:
-      matrix_filter: map(select(.ARCH == "amd64" and .PY_VER == "3.10" and (.CUDA_VER == "11.8.0" or .CUDA_VER == "12.0.1")))
+      matrix_filter: map(select(.ARCH == "amd64" and .PY_VER == "3.10" and (.CUDA_VER == "11.8.0" or .CUDA_VER == "12.2.2")))
       build_type: nightly
       branch: ${{ inputs.branch }}
       date: ${{ inputs.date }}
@@ -107,7 +107,7 @@ jobs:
       script: ci/test_wheel_dask_cudf.sh
   unit-tests-cudf-pandas:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@test-cuda-12.2
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
@@ -117,7 +117,7 @@ jobs:
   pandas-tests:
     # run the Pandas unit tests
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@test-cuda-12.2
     with:
       matrix_filter: map(select(.ARCH == "amd64")) | max_by(.CUDA_VER) | [.]
       build_type: nightly
diff --git a/conda/environments/all_cuda-120_arch-x86_64.yaml b/conda/environments/all_cuda-122_arch-x86_64.yaml
similarity index 97%
rename from conda/environments/all_cuda-120_arch-x86_64.yaml
rename to conda/environments/all_cuda-122_arch-x86_64.yaml
index a8be9d65c43..c0950c7da98 100644
--- a/conda/environments/all_cuda-120_arch-x86_64.yaml
+++ b/conda/environments/all_cuda-122_arch-x86_64.yaml
@@ -25,7 +25,7 @@ dependencies:
 - cuda-nvtx-dev
 - cuda-python>=12.0,<13.0a0
 - cuda-sanitizer-api
-- cuda-version=12.0
+- cuda-version=12.2
 - cupy>=12.0.0
 - cxx-compiler
 - cython>=3.0.3
@@ -101,4 +101,4 @@ dependencies:
 - zlib>=1.2.13
 - pip:
   - git+https://github.com/python-streamz/streamz.git@master
-name: all_cuda-120_arch-x86_64
+name: all_cuda-122_arch-x86_64
diff --git a/conda/recipes/cudf/meta.yaml b/conda/recipes/cudf/meta.yaml
index 0dffdc10421..85eff55b2c6 100644
--- a/conda/recipes/cudf/meta.yaml
+++ b/conda/recipes/cudf/meta.yaml
@@ -39,6 +39,10 @@ build:
   ignore_run_exports_from:
     {% if cuda_major == "11" %}
     - {{ compiler('cuda11') }}
+    {% else %}
+    - {{ compiler('cuda') }}
+    - cuda-cudart-dev
+    - libcufile-dev  # [linux64]
     {% endif %}
 
 requirements:
@@ -91,6 +95,8 @@ requirements:
     - cubinlinker  # CUDA enhanced compatibility.
     - cuda-python >=11.7.1,<12.0a0
     {% else %}
+    - cuda-cudart
+    - libcufile  # [linux64]
     # Needed by Numba for CUDA support
     - cuda-nvcc-impl
     # TODO: Add nvjitlink here
diff --git a/conda/recipes/cudf_kafka/meta.yaml b/conda/recipes/cudf_kafka/meta.yaml
index 872324d3f73..45e41bf8de7 100644
--- a/conda/recipes/cudf_kafka/meta.yaml
+++ b/conda/recipes/cudf_kafka/meta.yaml
@@ -1,4 +1,4 @@
-# Copyright (c) 2020-2023, NVIDIA CORPORATION.
+# Copyright (c) 2020-2024, NVIDIA CORPORATION.
 
 {% set version = environ['RAPIDS_PACKAGE_VERSION'].lstrip('v') %}
 {% set minor_version = version.split('.')[0] + '.' + version.split('.')[1] %}
@@ -36,6 +36,9 @@ build:
   ignore_run_exports_from:
     {% if cuda_major == "11" %}
     - {{ compiler('cuda11') }}
+    {% else %}
+    - {{ compiler('cuda') }}
+    - cuda-cudart-dev
     {% endif %}
 
 requirements:
@@ -59,7 +62,7 @@ requirements:
     - libcudf_kafka ={{ version }}
     - scikit-build-core >=0.7.0
     - setuptools
-    {% if cuda_major == "12" %}
+    {% if cuda_major != "11" %}
     - cuda-cudart-dev
     {% endif %}
   run:
@@ -67,6 +70,9 @@ requirements:
     - {{ pin_compatible('cuda-version', max_pin='x', min_pin='x') }}
     - libcudf_kafka ={{ version }}
     - cudf ={{ version }}
+    {% if cuda_major != "11" %}
+    - cuda-cudart
+    {% endif %}
 
 test:
   requires:
diff --git a/conda/recipes/libcudf/meta.yaml b/conda/recipes/libcudf/meta.yaml
index 0459908fd00..63eb83084dd 100644
--- a/conda/recipes/libcudf/meta.yaml
+++ b/conda/recipes/libcudf/meta.yaml
@@ -1,10 +1,9 @@
-# Copyright (c) 2018-2023, NVIDIA CORPORATION.
+# Copyright (c) 2018-2024, NVIDIA CORPORATION.
 
 {% set version = environ['RAPIDS_PACKAGE_VERSION'].lstrip('v') %}
 {% set minor_version = version.split('.')[0] + '.' + version.split('.')[1] %}
 {% set cuda_version = '.'.join(environ['RAPIDS_CUDA_VERSION'].split('.')[:2]) %}
 {% set cuda_major = cuda_version.split('.')[0] %}
-{% set cuda_spec = ">=" + cuda_major ~ ",<" + (cuda_major | int + 1) ~ ".0a0" %} # i.e. >=11,<12.0a0
 {% set date_string = environ['RAPIDS_DATE_STRING'] %}
 
 package:
@@ -87,13 +86,17 @@ outputs:
       ignore_run_exports_from:
         {% if cuda_major == "11" %}
         - {{ compiler('cuda11') }}
+        {% else %}
+        - {{ compiler('cuda') }}
         {% endif %}
     requirements:
       build:
         - cmake {{ cmake_version }}
       host:
+        - cuda-version ={{ cuda_version }}
         - libarrow {{ libarrow_version }}
       run:
+        - {{ pin_compatible('cuda-version', max_pin='x', min_pin='x') }}
         {% if cuda_major == "11" %}
         - cudatoolkit
         - libcufile {{ cuda11_libcufile_run_version }}  # [linux64]
@@ -101,7 +104,6 @@ outputs:
         - cuda-nvrtc
         - libcufile  # [linux64]
         {% endif %}
-        - cuda-version {{ cuda_spec }}
         - nvcomp {{ nvcomp_version }}
         - librmm ={{ minor_version }}
         - libkvikio ={{ minor_version }}
@@ -127,6 +129,8 @@ outputs:
       ignore_run_exports_from:
         {% if cuda_major == "11" %}
         - {{ compiler('cuda11') }}
+        {% else %}
+        - {{ compiler('cuda') }}
         {% endif %}
     requirements:
       build:
@@ -155,6 +159,9 @@ outputs:
       ignore_run_exports_from:
         {% if cuda_major == "11" %}
         - {{ compiler('cuda11') }}
+        {% else %}
+        - {{ compiler('cuda') }}
+        - cuda-nvtx-dev
         {% endif %}
     requirements:
       build:
@@ -179,6 +186,10 @@ outputs:
         - cuda-version ={{ cuda_version }}
       run:
         - {{ pin_subpackage('libcudf', exact=True) }}
+        - {{ pin_compatible('cuda-version', max_pin='x', min_pin='x') }}
+        {% if cuda_major != "11" %}
+        - cuda-nvtx
+        {% endif %}
     about:
       home: https://rapids.ai/
       license: Apache-2.0
@@ -194,6 +205,9 @@ outputs:
       ignore_run_exports_from:
         {% if cuda_major == "11" %}
         - {{ compiler('cuda11') }}
+        {% else %}
+        - {{ compiler('cuda') }}
+        - libcurand-dev
         {% endif %}
     requirements:
       build:
@@ -201,7 +215,7 @@ outputs:
       host:
         - {{ pin_subpackage('libcudf', exact=True) }}
         - {{ pin_subpackage('libcudf_kafka', exact=True) }}
-        - cuda-version {{ cuda_spec }}
+        - cuda-version ={{ cuda_version }}
         {% if cuda_major == "11" %}
         - libcurand {{ cuda11_libcurand_run_version }}
         {% else %}
@@ -211,11 +225,13 @@ outputs:
         - gtest {{ gtest_version }}
         - gmock {{ gtest_version }}
       run:
+        - {{ pin_compatible('cuda-version', max_pin='x', min_pin='x') }}
         - {{ pin_subpackage('libcudf', exact=True) }}
         - {{ pin_subpackage('libcudf_kafka', exact=True) }}
-        - cuda-version {{ cuda_spec }}
         {% if cuda_major == "11" %}
         - libcurand {{ cuda11_libcurand_run_version }}
+        {% else %}
+        - libcurand
         {% endif %}
         - benchmark {{ gbench_version }}
         - gtest {{ gtest_version }}
diff --git a/dependencies.yaml b/dependencies.yaml
index 90b0527479a..c4c2cd3c764 100644
--- a/dependencies.yaml
+++ b/dependencies.yaml
@@ -3,7 +3,7 @@ files:
   all:
     output: conda
     matrix:
-      cuda: ["11.8", "12.0"]
+      cuda: ["11.8", "12.2"]
       arch: [x86_64]
     includes:
       - build_all
@@ -231,14 +231,6 @@ dependencies:
               cuda: "11.8"
             packages:
               - nvcc_linux-aarch64=11.8
-      - output_types: conda
-        matrices:
-          - matrix:
-              cuda: "12.0"
-            packages:
-              - cuda-version=12.0
-          - matrix:  # Fallback for CUDA 11 or no matrix
-            packages:
   build_cpp:
     common:
       - output_types: conda
@@ -359,6 +351,10 @@ dependencies:
               cuda: "12.0"
             packages:
               - cuda-version=12.0
+          - matrix:
+              cuda: "12.2"
+            packages:
+              - cuda-version=12.2
   cuda:
     specific:
       - output_types: conda
@@ -405,6 +401,9 @@ dependencies:
               - *libcurand114
       - output_types: conda
         matrices:
+          - matrix:
+              arch: aarch64
+            packages:
           - matrix:
               cuda: "12.*"
               arch: x86_64
@@ -436,9 +435,6 @@ dependencies:
               # so 11.2 uses 11.4 packages (the oldest available).
               - *libcufile_114
               - *libcufile_dev114
-          # Fallback matrix for aarch64, which doesn't support libcufile.
-          - matrix:
-            packages:
   develop:
     common:
       - output_types: [conda, requirements]
@@ -587,19 +583,11 @@ dependencies:
               cuda: "12.*"
             packages:
               - cuda-sanitizer-api
-          - matrix:  # Fallback for CUDA 11 or no matrix
-            packages:
-      - output_types: conda
-        matrices:
-          - matrix:
-              cuda: "12.0"
-            packages:
-              - cuda-version=12.0
           - matrix:
               cuda: "11.8"
             packages:
               - cuda-sanitizer-api=11.8.86
-          - matrix:
+          - matrix:  # Fallback for CUDA 11 or no matrix
             packages:
   test_java:
     common: