diff --git a/.github/actions/compute-matrix/action.yaml b/.github/actions/compute-matrix/action.yaml
index 4bb7dee0e..9e5730a18 100644
--- a/.github/actions/compute-matrix/action.yaml
+++ b/.github/actions/compute-matrix/action.yaml
@@ -16,18 +16,24 @@ runs:
         set -eo pipefail
 
         export BUILD_MATRIX="
-        - { CUDA_VER: '12.0.1', ARCH: 'amd64', PY_VER: '3.12', LINUX_VER: 'rockylinux8' }
+        - { CUDA_VER: '12.8.0', ARCH: 'amd64', PY_VER: '3.13', LINUX_VER: 'rockylinux8' }
         "
 
         export TEST_MATRIX="
-          - { CUDA_VER: '11.4.3', ARCH: 'amd64', PY_VER: '3.9', LINUX_VER: 'ubuntu20.04', gpu: 'v100', driver: 'latest' }
-          - { CUDA_VER: '11.8.0', ARCH: 'amd64', PY_VER: '3.10', LINUX_VER: 'ubuntu20.04', gpu: 'v100', driver: 'latest' }
-          - { CUDA_VER: '12.0.1', ARCH: 'amd64', PY_VER: '3.11', LINUX_VER: 'ubuntu20.04', gpu: 'v100', driver: 'latest' }
-          - { CUDA_VER: '12.5.1', ARCH: 'amd64', PY_VER: '3.12', LINUX_VER: 'ubuntu20.04', gpu: 'v100', driver: 'latest' }
-          - { CUDA_VER: '11.4.3', ARCH: 'arm64', PY_VER: '3.9', LINUX_VER: 'ubuntu20.04', gpu: 'a100', driver: 'latest' }
-          - { CUDA_VER: '11.8.0', ARCH: 'arm64', PY_VER: '3.10', LINUX_VER: 'ubuntu20.04', gpu: 'a100', driver: 'latest' }
-          - { CUDA_VER: '12.0.1', ARCH: 'arm64', PY_VER: '3.11', LINUX_VER: 'ubuntu20.04', gpu: 'a100', driver: 'latest' }
-          - { CUDA_VER: '12.5.1', ARCH: 'arm64', PY_VER: '3.12', LINUX_VER: 'ubuntu20.04', gpu: 'a100', driver: 'latest' }
+          # TODO: Use CUDA 11.4.3 below.
+          - { CUDA_VER: '11.8.0', ARCH: 'amd64', PY_VER: '3.9',  LINUX_VER: 'rockylinux8', GPU: 'l4',   DRIVER: 'latest' }
+          - { CUDA_VER: '11.8.0', ARCH: 'amd64', PY_VER: '3.10', LINUX_VER: 'ubuntu20.04', GPU: 'l4',   DRIVER: 'latest' }
+          - { CUDA_VER: '12.0.1', ARCH: 'amd64', PY_VER: '3.11', LINUX_VER: 'ubuntu22.04', GPU: 'l4',   DRIVER: 'latest' }
+          - { CUDA_VER: '12.2.2', ARCH: 'amd64', PY_VER: '3.12', LINUX_VER: 'ubuntu22.04', GPU: 'l4',   DRIVER: 'latest' }
+          # TODO: Use CUDA 12.8.0 below.
+          - { CUDA_VER: '12.5.1', ARCH: 'amd64', PY_VER: '3.13', LINUX_VER: 'ubuntu24.04', GPU: 'l4',   DRIVER: 'latest' }
+          # TODO: Use CUDA 11.4.3 below.
+          - { CUDA_VER: '11.8.0', ARCH: 'arm64', PY_VER: '3.9',  LINUX_VER: 'rockylinux8', GPU: 'a100', DRIVER: 'latest' }
+          - { CUDA_VER: '11.8.0', ARCH: 'arm64', PY_VER: '3.10', LINUX_VER: 'ubuntu20.04', GPU: 'a100', DRIVER: 'latest' }
+          - { CUDA_VER: '12.0.1', ARCH: 'arm64', PY_VER: '3.11', LINUX_VER: 'ubuntu22.04', GPU: 'a100', DRIVER: 'latest' }
+          - { CUDA_VER: '12.2.2', ARCH: 'arm64', PY_VER: '3.12', LINUX_VER: 'ubuntu22.04', GPU: 'a100', DRIVER: 'latest' }
+          # TODO: Use CUDA 12.8.0 below.
+          - { CUDA_VER: '12.5.1', ARCH: 'arm64', PY_VER: '3.13', LINUX_VER: 'ubuntu24.04', GPU: 'a100', DRIVER: 'latest' }
         "
 
         echo "BUILD_MATRIX=$(
diff --git a/.github/workflows/conda-python-build.yaml b/.github/workflows/conda-python-build.yaml
index 42815551a..a96a14907 100644
--- a/.github/workflows/conda-python-build.yaml
+++ b/.github/workflows/conda-python-build.yaml
@@ -61,21 +61,27 @@ jobs:
           #
           export MATRIX="
           # amd64
-          - { ARCH: 'amd64', PY_VER: '3.9',  CUDA_VER: '11.8.0', LINUX_VER: 'ubuntu22.04' }
-          - { ARCH: 'amd64', PY_VER: '3.9',  CUDA_VER: '12.5.1', LINUX_VER: 'ubuntu22.04' }
-          - { ARCH: 'amd64', PY_VER: '3.10', CUDA_VER: '11.8.0', LINUX_VER: 'ubuntu22.04' }
-          - { ARCH: 'amd64', PY_VER: '3.10', CUDA_VER: '12.5.1', LINUX_VER: 'ubuntu22.04' }
-          - { ARCH: 'amd64', PY_VER: '3.11', CUDA_VER: '11.8.0', LINUX_VER: 'ubuntu22.04' }
-          - { ARCH: 'amd64', PY_VER: '3.11', CUDA_VER: '12.2.2', LINUX_VER: 'ubuntu22.04' }
-          - { ARCH: 'amd64', PY_VER: '3.11', CUDA_VER: '12.5.1', LINUX_VER: 'ubuntu22.04' }
+          - { ARCH: 'amd64', PY_VER: '3.9',  CUDA_VER: '11.8.0', LINUX_VER: 'rockylinux8' }
+          - { ARCH: 'amd64', PY_VER: '3.9',  CUDA_VER: '12.8.0', LINUX_VER: 'rockylinux8' }
+          - { ARCH: 'amd64', PY_VER: '3.10', CUDA_VER: '11.8.0', LINUX_VER: 'rockylinux8' }
+          - { ARCH: 'amd64', PY_VER: '3.10', CUDA_VER: '12.8.0', LINUX_VER: 'rockylinux8' }
+          - { ARCH: 'amd64', PY_VER: '3.11', CUDA_VER: '11.8.0', LINUX_VER: 'rockylinux8' }
+          - { ARCH: 'amd64', PY_VER: '3.11', CUDA_VER: '12.8.0', LINUX_VER: 'rockylinux8' }
+          - { ARCH: 'amd64', PY_VER: '3.12', CUDA_VER: '11.8.0', LINUX_VER: 'rockylinux8' }
+          - { ARCH: 'amd64', PY_VER: '3.12', CUDA_VER: '12.8.0', LINUX_VER: 'rockylinux8' }
+          - { ARCH: 'amd64', PY_VER: '3.13', CUDA_VER: '11.8.0', LINUX_VER: 'rockylinux8' }
+          - { ARCH: 'amd64', PY_VER: '3.13', CUDA_VER: '12.8.0', LINUX_VER: 'rockylinux8' }
           # arm64
-          - { ARCH: 'arm64', PY_VER: '3.9',  CUDA_VER: '11.8.0', LINUX_VER: 'ubuntu22.04' }
-          - { ARCH: 'arm64', PY_VER: '3.9',  CUDA_VER: '12.5.1', LINUX_VER: 'ubuntu22.04' }
-          - { ARCH: 'arm64', PY_VER: '3.10', CUDA_VER: '11.8.0', LINUX_VER: 'ubuntu22.04' }
-          - { ARCH: 'arm64', PY_VER: '3.10', CUDA_VER: '12.5.1', LINUX_VER: 'ubuntu22.04' }
-          - { ARCH: 'arm64', PY_VER: '3.11', CUDA_VER: '11.8.0', LINUX_VER: 'ubuntu22.04' }
-          - { ARCH: 'arm64', PY_VER: '3.11', CUDA_VER: '12.2.2', LINUX_VER: 'ubuntu22.04' }
-          - { ARCH: 'arm64', PY_VER: '3.11', CUDA_VER: '12.5.1', LINUX_VER: 'ubuntu22.04' }
+          - { ARCH: 'arm64', PY_VER: '3.9',  CUDA_VER: '11.8.0', LINUX_VER: 'rockylinux8' }
+          - { ARCH: 'arm64', PY_VER: '3.9',  CUDA_VER: '12.8.0', LINUX_VER: 'rockylinux8' }
+          - { ARCH: 'arm64', PY_VER: '3.10', CUDA_VER: '11.8.0', LINUX_VER: 'rockylinux8' }
+          - { ARCH: 'arm64', PY_VER: '3.10', CUDA_VER: '12.8.0', LINUX_VER: 'rockylinux8' }
+          - { ARCH: 'arm64', PY_VER: '3.11', CUDA_VER: '11.8.0', LINUX_VER: 'rockylinux8' }
+          - { ARCH: 'arm64', PY_VER: '3.11', CUDA_VER: '12.8.0', LINUX_VER: 'rockylinux8' }
+          - { ARCH: 'arm64', PY_VER: '3.12', CUDA_VER: '11.8.0', LINUX_VER: 'rockylinux8' }
+          - { ARCH: 'arm64', PY_VER: '3.12', CUDA_VER: '12.8.0', LINUX_VER: 'rockylinux8' }
+          - { ARCH: 'arm64', PY_VER: '3.13', CUDA_VER: '11.8.0', LINUX_VER: 'rockylinux8' }
+          - { ARCH: 'arm64', PY_VER: '3.13', CUDA_VER: '12.8.0', LINUX_VER: 'rockylinux8' }
           "
 
           MATRIX="$(
@@ -108,6 +114,8 @@ jobs:
           echo "RAPIDS_SHA=$(git rev-parse HEAD)" >> "${GITHUB_ENV}"
           echo "RAPIDS_REF_NAME=${{ inputs.branch || github.ref_name }}" >> "${GITHUB_ENV}"
           echo "RAPIDS_NIGHTLY_DATE=${{ inputs.date }}" >> "${GITHUB_ENV}"
+      - name: Setup proxy cache
+        uses: nv-gha-runners/setup-proxy-cache@main
       - name: Python build
         run: ${{ inputs.script }}
         env:
diff --git a/.github/workflows/conda-python-tests.yaml b/.github/workflows/conda-python-tests.yaml
index 1e6863ec9..134671b7b 100644
--- a/.github/workflows/conda-python-tests.yaml
+++ b/.github/workflows/conda-python-tests.yaml
@@ -14,7 +14,7 @@ on:
         type: string
       script:
         type: string
-        default: "ci/test_python.sh"
+        default: "ci/test_conda.sh"
       run_codecov:
         type: boolean
         default: true
@@ -55,8 +55,8 @@ jobs:
     steps:
       - name: Validate Test Type
         run: |
-          if [[ "$BUILD_TYPE" != "pull-request" ]] && [[ "$BUILD_TYPE" != "nightly" ]]; then
-              echo "Invalid build type! Must be 'nightly' or 'pull-request'."
+          if [[ "$BUILD_TYPE" != "pull-request" ]] && [[ "$BUILD_TYPE" != "nightly" ]] && [[ "$BUILD_TYPE" != "branch" ]]; then
+              echo "Invalid build type! Must be one of 'nightly', 'pull-request', or 'branch'."
               exit 1
           fi
       - name: Compute Python Test Matrix
@@ -66,30 +66,42 @@ jobs:
 
           # please keep the matrices sorted in ascending order by the following:
           #
-          #     [ARCH, PY_VER, CUDA_VER, LINUX_VER, GPU, DRIVER]
+          #     [ARCH, PY_VER, CUDA_VER, LINUX_VER, GPU, DRIVER, DEPENDENCIES]
           #
           export MATRICES="
             pull-request:
               # amd64
-              - { ARCH: 'amd64', PY_VER: '3.9',  CUDA_VER: '11.8.0', LINUX_VER: 'rockylinux8', GPU: 'v100', DRIVER: 'earliest' }
-              - { ARCH: 'amd64', PY_VER: '3.11', CUDA_VER: '12.5.1', LINUX_VER: 'ubuntu22.04', GPU: 'v100', DRIVER: 'latest'   }
+              - { ARCH: 'amd64', PY_VER: '3.9',  CUDA_VER: '11.8.0', LINUX_VER: 'rockylinux8', GPU: 'l4',   DRIVER: 'earliest', DEPENDENCIES: 'oldest' }
+              # TODO: Use CUDA 12.8.0 and h100 below.
+              - { ARCH: 'amd64', PY_VER: '3.13', CUDA_VER: '12.5.1', LINUX_VER: 'ubuntu24.04', GPU: 'l4',   DRIVER: 'latest',   DEPENDENCIES: 'latest' }
               # arm64
-              - { ARCH: 'arm64', PY_VER: '3.10', CUDA_VER: '12.0.1', LINUX_VER: 'ubuntu20.04', GPU: 'a100', DRIVER: 'latest'   }
+              - { ARCH: 'arm64', PY_VER: '3.11', CUDA_VER: '12.0.1', LINUX_VER: 'ubuntu20.04', GPU: 'a100', DRIVER: 'latest',   DEPENDENCIES: 'latest' }
             nightly:
               # amd64
-              - { ARCH: 'amd64', PY_VER: '3.9',  CUDA_VER: '11.4.3', LINUX_VER: 'rockylinux8', GPU: 'v100', DRIVER: 'earliest' }
-              - { ARCH: 'amd64', PY_VER: '3.9',  CUDA_VER: '11.4.3', LINUX_VER: 'ubuntu20.04', GPU: 'v100', DRIVER: 'latest'   }
-              - { ARCH: 'amd64', PY_VER: '3.10', CUDA_VER: '11.8.0', LINUX_VER: 'ubuntu22.04', GPU: 'v100', DRIVER: 'latest'   }
-              - { ARCH: 'amd64', PY_VER: '3.10', CUDA_VER: '12.0.1', LINUX_VER: 'rockylinux8', GPU: 'v100', DRIVER: 'latest'   }
-              - { ARCH: 'amd64', PY_VER: '3.11', CUDA_VER: '12.5.1', LINUX_VER: 'ubuntu22.04', GPU: 'v100', DRIVER: 'latest'   }
+              # TODO: Use CUDA 11.4.3 below.
+              - { ARCH: 'amd64', PY_VER: '3.9',  CUDA_VER: '11.8.0', LINUX_VER: 'rockylinux8', GPU: 'l4',   DRIVER: 'earliest', DEPENDENCIES: 'oldest' }
+              - { ARCH: 'amd64', PY_VER: '3.10', CUDA_VER: '11.8.0', LINUX_VER: 'ubuntu20.04', GPU: 'l4',   DRIVER: 'latest',   DEPENDENCIES: 'latest' }
+              - { ARCH: 'amd64', PY_VER: '3.11', CUDA_VER: '12.0.1', LINUX_VER: 'rockylinux8', GPU: 'l4',   DRIVER: 'latest',   DEPENDENCIES: 'latest' }
+              - { ARCH: 'amd64', PY_VER: '3.12', CUDA_VER: '12.2.2', LINUX_VER: 'ubuntu22.04', GPU: 'l4',   DRIVER: 'latest',   DEPENDENCIES: 'latest' }
+              # TODO: Use CUDA 12.8.0 and h100 below.
+              - { ARCH: 'amd64', PY_VER: '3.13', CUDA_VER: '12.5.1', LINUX_VER: 'ubuntu24.04', GPU: 'l4',   DRIVER: 'latest',   DEPENDENCIES: 'latest' }
               # arm64
-              - { ARCH: 'arm64', PY_VER: '3.9',  CUDA_VER: '11.4.3', LINUX_VER: 'ubuntu20.04', GPU: 'a100', DRIVER: 'latest'   }
-              - { ARCH: 'arm64', PY_VER: '3.10', CUDA_VER: '12.0.1', LINUX_VER: 'ubuntu22.04', GPU: 'a100', DRIVER: 'latest'   }
-              - { ARCH: 'arm64', PY_VER: '3.11', CUDA_VER: '11.8.0', LINUX_VER: 'ubuntu22.04', GPU: 'a100', DRIVER: 'latest'   }
-              - { ARCH: 'arm64', PY_VER: '3.11', CUDA_VER: '12.2.2', LINUX_VER: 'rockylinux8', GPU: 'a100', DRIVER: 'latest'   }
+              # TODO: Use CUDA 11.4.3 below.
+              - { ARCH: 'arm64', PY_VER: '3.9',  CUDA_VER: '11.8.0', LINUX_VER: 'ubuntu20.04', GPU: 'a100', DRIVER: 'latest',   DEPENDENCIES: 'oldest' }
+              - { ARCH: 'arm64', PY_VER: '3.10', CUDA_VER: '11.8.0', LINUX_VER: 'ubuntu22.04', GPU: 'a100', DRIVER: 'latest',   DEPENDENCIES: 'latest' }
+              - { ARCH: 'arm64', PY_VER: '3.11', CUDA_VER: '12.0.1', LINUX_VER: 'ubuntu20.04', GPU: 'a100', DRIVER: 'latest',   DEPENDENCIES: 'latest' }
+              - { ARCH: 'arm64', PY_VER: '3.12', CUDA_VER: '12.2.2', LINUX_VER: 'rockylinux8', GPU: 'a100', DRIVER: 'latest',   DEPENDENCIES: 'latest' }
+              # TODO: Use CUDA 12.8.0 below.
+              - { ARCH: 'arm64', PY_VER: '3.13', CUDA_VER: '12.5.1', LINUX_VER: 'ubuntu24.04', GPU: 'a100', DRIVER: 'latest',   DEPENDENCIES: 'latest' }
           "
 
-          TEST_MATRIX=$(yq -n 'env(MATRICES) | .[strenv(BUILD_TYPE)]')
+          # Use the nightly matrix for branch tests
+          MATRIX_TYPE="${BUILD_TYPE}"
+          if [[ "${MATRIX_TYPE}" == "branch" ]]; then
+            MATRIX_TYPE="nightly"
+          fi
+          export MATRIX_TYPE
+          TEST_MATRIX=$(yq -n 'env(MATRICES) | .[strenv(MATRIX_TYPE)]')
           export TEST_MATRIX
 
           MATRIX="$(
@@ -105,9 +117,10 @@ jobs:
       matrix: ${{ fromJSON(needs.compute-matrix.outputs.MATRIX) }}
     runs-on: "linux-${{ matrix.ARCH }}-gpu-${{ matrix.GPU }}-${{ matrix.DRIVER }}-1"
     env:
+      RAPIDS_ARTIFACTS_DIR: ${{ github.workspace }}/artifacts
       RAPIDS_COVERAGE_DIR: ${{ github.workspace }}/coverage-results
+      RAPIDS_DEPENDENCIES: ${{ matrix.DEPENDENCIES }}
       RAPIDS_TESTS_DIR: ${{ github.workspace }}/test-results
-      RAPIDS_ARTIFACTS_DIR: ${{ github.workspace }}/artifacts
     container:
       image: rapidsai/ci-conda:cuda${{ matrix.CUDA_VER }}-${{ matrix.LINUX_VER }}-py${{ matrix.PY_VER }}
       options: ${{ inputs.container-options }}
@@ -130,13 +143,18 @@ jobs:
           echo "RAPIDS_SHA=$(git rev-parse HEAD)" >> "${GITHUB_ENV}"
           echo "RAPIDS_REF_NAME=${{ inputs.branch || github.ref_name }}" >> "${GITHUB_ENV}"
           echo "RAPIDS_NIGHTLY_DATE=${{ inputs.date }}" >> "${GITHUB_ENV}"
+      - name: Setup proxy cache
+        uses: nv-gha-runners/setup-proxy-cache@main
+        continue-on-error: true
+        # Skip the cache on RDS Lab nodes
+        if: ${{ matrix.GPU != 'v100' }}
       - name: Python tests
         run: ${{ inputs.script }}
         env:
           GH_TOKEN: ${{ github.token }}
           CUDA_VER: ${{ matrix.CUDA_VER }}
       - name: Generate test report
-        uses: test-summary/action@v2.3
+        uses: test-summary/action@v2.4
         with:
           paths: "${{ env.RAPIDS_TESTS_DIR }}/*.xml"
         if: always()
diff --git a/.github/workflows/docs-build.yaml b/.github/workflows/docs-build.yaml
index 5b4c7e79d..0c6c77614 100644
--- a/.github/workflows/docs-build.yaml
+++ b/.github/workflows/docs-build.yaml
@@ -46,7 +46,7 @@ jobs:
     env:
       RAPIDS_ARTIFACTS_DIR: ${{ github.workspace }}/artifacts
     container:
-      image: rapidsai/ci-conda:cuda12.5.1-ubuntu22.04-py3.11
+      image: rapidsai/ci-conda:latest
       env:
         RAPIDS_BUILD_TYPE: ${{ inputs.build_type }}
     steps:
@@ -65,6 +65,11 @@ jobs:
           echo "RAPIDS_SHA=$(git rev-parse HEAD)" >> "${GITHUB_ENV}"
           echo "RAPIDS_REF_NAME=${{ inputs.branch || github.ref_name }}" >> "${GITHUB_ENV}"
           echo "RAPIDS_NIGHTLY_DATE=${{ inputs.date }}" >> "${GITHUB_ENV}"
+      - name: Setup proxy cache
+        uses: nv-gha-runners/setup-proxy-cache@main
+        continue-on-error: true
+        # Skip the cache on RDS Lab nodes
+        if: ${{ matrix.GPU != 'v100' }}
       - name: Docs build
         run: ${{ inputs.script }}
         env:
diff --git a/.github/workflows/pr.yaml b/.github/workflows/pr.yaml
index 9f9837fca..92ad7ba00 100644
--- a/.github/workflows/pr.yaml
+++ b/.github/workflows/pr.yaml
@@ -68,7 +68,8 @@ jobs:
       build_type: pull-request
       script: "ci/test_conda_pynvjitlink.sh"
       run_codecov: false
-      matrix_filter: map(select(.ARCH == "amd64" and .CUDA_VER == "12.5.1" and .PY_VER == "3.11"))
+      # This selects "ARCH=amd64 and CUDA >=12, with the latest supported Python for each CUDA major version".
+      matrix_filter: map(select(.ARCH == "amd64" and (.CUDA_VER | split(".") | .[0] | tonumber >= 12))) | group_by(.CUDA_VER|split(".")|map(tonumber)|.[0]) | map(max_by([(.PY_VER|split(".")|map(tonumber)), (.CUDA_VER|split(".")|map(tonumber))]))
   build-wheels:
     needs:
       - compute-matrix
@@ -91,7 +92,8 @@ jobs:
     with:
       build_type: pull-request
       script: "ci/test_wheel_pynvjitlink.sh"
-      matrix_filter: map(select(.ARCH == "amd64" and .CUDA_VER == "12.5.1" and .PY_VER == "3.12"))
+      # This selects "ARCH=amd64 and CUDA >=12, with the latest supported Python for each CUDA major version".
+      matrix_filter: map(select(.ARCH == "amd64" and (.CUDA_VER | split(".") | .[0] | tonumber >= 12))) | group_by(.CUDA_VER|split(".")|map(tonumber)|.[0]) | map(max_by([(.PY_VER|split(".")|map(tonumber)), (.CUDA_VER|split(".")|map(tonumber))]))
   build-docs:
     needs:
       - build-conda
diff --git a/.github/workflows/wheels-build.yaml b/.github/workflows/wheels-build.yaml
index f887de3ef..08c41f634 100644
--- a/.github/workflows/wheels-build.yaml
+++ b/.github/workflows/wheels-build.yaml
@@ -83,18 +83,26 @@ jobs:
           export MATRIX="
           # amd64
           - { ARCH: 'amd64', PY_VER: '3.9',  CUDA_VER: '11.8.0', LINUX_VER: 'rockylinux8' }
-          - { ARCH: 'amd64', PY_VER: '3.9',  CUDA_VER: '12.5.1', LINUX_VER: 'rockylinux8' }
+          - { ARCH: 'amd64', PY_VER: '3.9',  CUDA_VER: '12.8.0', LINUX_VER: 'rockylinux8' }
           - { ARCH: 'amd64', PY_VER: '3.10', CUDA_VER: '11.8.0', LINUX_VER: 'rockylinux8' }
-          - { ARCH: 'amd64', PY_VER: '3.10', CUDA_VER: '12.5.1', LINUX_VER: 'rockylinux8' }
+          - { ARCH: 'amd64', PY_VER: '3.10', CUDA_VER: '12.8.0', LINUX_VER: 'rockylinux8' }
           - { ARCH: 'amd64', PY_VER: '3.11', CUDA_VER: '11.8.0', LINUX_VER: 'rockylinux8' }
-          - { ARCH: 'amd64', PY_VER: '3.11', CUDA_VER: '12.5.1', LINUX_VER: 'rockylinux8' }
+          - { ARCH: 'amd64', PY_VER: '3.11', CUDA_VER: '12.8.0', LINUX_VER: 'rockylinux8' }
+          - { ARCH: 'amd64', PY_VER: '3.12', CUDA_VER: '11.8.0', LINUX_VER: 'rockylinux8' }
+          - { ARCH: 'amd64', PY_VER: '3.12', CUDA_VER: '12.8.0', LINUX_VER: 'rockylinux8' }
+          - { ARCH: 'amd64', PY_VER: '3.13', CUDA_VER: '11.8.0', LINUX_VER: 'rockylinux8' }
+          - { ARCH: 'amd64', PY_VER: '3.13', CUDA_VER: '12.8.0', LINUX_VER: 'rockylinux8' }
           # arm64
           - { ARCH: 'arm64', PY_VER: '3.9',  CUDA_VER: '11.8.0', LINUX_VER: 'rockylinux8' }
-          - { ARCH: 'arm64', PY_VER: '3.9',  CUDA_VER: '12.5.1', LINUX_VER: 'rockylinux8' }
+          - { ARCH: 'arm64', PY_VER: '3.9',  CUDA_VER: '12.8.0', LINUX_VER: 'rockylinux8' }
           - { ARCH: 'arm64', PY_VER: '3.10', CUDA_VER: '11.8.0', LINUX_VER: 'rockylinux8' }
-          - { ARCH: 'arm64', PY_VER: '3.10', CUDA_VER: '12.5.1', LINUX_VER: 'rockylinux8' }
+          - { ARCH: 'arm64', PY_VER: '3.10', CUDA_VER: '12.8.0', LINUX_VER: 'rockylinux8' }
           - { ARCH: 'arm64', PY_VER: '3.11', CUDA_VER: '11.8.0', LINUX_VER: 'rockylinux8' }
-          - { ARCH: 'arm64', PY_VER: '3.11', CUDA_VER: '12.5.1', LINUX_VER: 'rockylinux8' }
+          - { ARCH: 'arm64', PY_VER: '3.11', CUDA_VER: '12.8.0', LINUX_VER: 'rockylinux8' }
+          - { ARCH: 'arm64', PY_VER: '3.12', CUDA_VER: '11.8.0', LINUX_VER: 'rockylinux8' }
+          - { ARCH: 'arm64', PY_VER: '3.12', CUDA_VER: '12.8.0', LINUX_VER: 'rockylinux8' }
+          - { ARCH: 'arm64', PY_VER: '3.13', CUDA_VER: '11.8.0', LINUX_VER: 'rockylinux8' }
+          - { ARCH: 'arm64', PY_VER: '3.13', CUDA_VER: '12.8.0', LINUX_VER: 'rockylinux8' }
           "
 
           MATRIX="$(
@@ -150,6 +158,10 @@ jobs:
           ssh-key: ${{ secrets[inputs.extra-repo-deploy-key] }}
           persist-credentials: false
 
+      - name: Setup proxy cache
+        uses: nv-gha-runners/setup-proxy-cache@main
+        continue-on-error: true
+
       - name: Build and repair the wheel
         run: |
           ${{ inputs.script }}
diff --git a/.github/workflows/wheels-test.yaml b/.github/workflows/wheels-test.yaml
index e25c61bc3..49399f922 100644
--- a/.github/workflows/wheels-test.yaml
+++ b/.github/workflows/wheels-test.yaml
@@ -64,8 +64,8 @@ jobs:
     steps:
       - name: Validate test type
         run: |
-          if [[ "$BUILD_TYPE" != "pull-request" ]] && [[ "$BUILD_TYPE" != "nightly" ]]; then
-              echo "Invalid build type! Must be 'nightly' or 'pull-request'."
+          if [[ "$BUILD_TYPE" != "pull-request" ]] && [[ "$BUILD_TYPE" != "nightly" ]] && [[ "$BUILD_TYPE" != "branch" ]]; then
+              echo "Invalid build type! Must be one of 'nightly', 'pull-request', or 'branch'."
               exit 1
           fi
       - name: Compute test matrix
@@ -75,18 +75,22 @@ jobs:
 
           # please keep the matrices sorted in ascending order by the following:
           #
-          #     [ARCH, PY_VER, CUDA_VER, LINUX_VER, GPU, DRIVER]
+          #     [ARCH, PY_VER, CUDA_VER, LINUX_VER, GPU, DRIVER, DEPENDENCIES]
           #
           export MATRICES="
             pull-request:
-              - { CUDA_VER: '11.8.0', ARCH: 'amd64', PY_VER: '3.9', LINUX_VER: 'ubuntu20.04', gpu: 'v100', driver: 'latest' }
-              - { CUDA_VER: '11.8.0', ARCH: 'amd64', PY_VER: '3.10', LINUX_VER: 'ubuntu20.04', gpu: 'v100', driver: 'latest' }
-              - { CUDA_VER: '12.0.1', ARCH: 'amd64', PY_VER: '3.11', LINUX_VER: 'ubuntu20.04', gpu: 'v100', driver: 'latest' }
-              - { CUDA_VER: '12.5.1', ARCH: 'amd64', PY_VER: '3.12', LINUX_VER: 'ubuntu20.04', gpu: 'v100', driver: 'latest' }
-              - { CUDA_VER: '11.8.0', ARCH: 'arm64', PY_VER: '3.9', LINUX_VER: 'ubuntu20.04', gpu: 'a100', driver: 'latest' }
-              - { CUDA_VER: '11.8.0', ARCH: 'arm64', PY_VER: '3.10', LINUX_VER: 'ubuntu20.04', gpu: 'a100', driver: 'latest' }
-              - { CUDA_VER: '12.0.1', ARCH: 'arm64', PY_VER: '3.11', LINUX_VER: 'ubuntu20.04', gpu: 'a100', driver: 'latest' }
-              - { CUDA_VER: '12.5.1', ARCH: 'arm64', PY_VER: '3.12', LINUX_VER: 'ubuntu20.04', gpu: 'a100', driver: 'latest' }
+              - { ARCH: 'amd64', PY_VER: '3.9',  CUDA_VER: '11.8.0', LINUX_VER: 'rockylinux8', GPU: 'l4',   DRIVER: 'latest', DEPENDENCIES: 'oldest' }
+              - { ARCH: 'amd64', PY_VER: '3.10', CUDA_VER: '11.8.0', LINUX_VER: 'rockylinux8', GPU: 'l4',   DRIVER: 'latest', DEPENDENCIES: 'latest' }
+              - { ARCH: 'amd64', PY_VER: '3.11', CUDA_VER: '12.0.1', LINUX_VER: 'ubuntu20.04', GPU: 'l4',   DRIVER: 'latest', DEPENDENCIES: 'latest' }
+              - { ARCH: 'amd64', PY_VER: '3.12', CUDA_VER: '12.2.2', LINUX_VER: 'ubuntu22.04', GPU: 'l4',   DRIVER: 'latest', DEPENDENCIES: 'latest' }
+              # TODO: Use CUDA 12.8.0 below.
+              - { ARCH: 'amd64', PY_VER: '3.13', CUDA_VER: '12.5.1', LINUX_VER: 'ubuntu24.04', GPU: 'l4',   DRIVER: 'latest', DEPENDENCIES: 'latest' }
+              - { ARCH: 'arm64', PY_VER: '3.9',  CUDA_VER: '11.8.0', LINUX_VER: 'rockylinux8', GPU: 'a100', DRIVER: 'latest', DEPENDENCIES: 'oldest' }
+              - { ARCH: 'arm64', PY_VER: '3.10', CUDA_VER: '11.8.0', LINUX_VER: 'rockylinux8', GPU: 'a100', DRIVER: 'latest', DEPENDENCIES: 'latest' }
+              - { ARCH: 'arm64', PY_VER: '3.11', CUDA_VER: '12.0.1', LINUX_VER: 'ubuntu20.04', GPU: 'a100', DRIVER: 'latest', DEPENDENCIES: 'latest' }
+              - { ARCH: 'arm64', PY_VER: '3.12', CUDA_VER: '12.2.2', LINUX_VER: 'ubuntu22.04', GPU: 'a100', DRIVER: 'latest', DEPENDENCIES: 'latest' }
+              # TODO: Use CUDA 12.8.0 below.
+              - { ARCH: 'arm64', PY_VER: '3.13', CUDA_VER: '12.5.1', LINUX_VER: 'ubuntu24.04', GPU: 'a100', DRIVER: 'latest', DEPENDENCIES: 'latest' }
           "
 
           TEST_MATRIX=$(yq -n 'env(MATRICES) | .[strenv(BUILD_TYPE)]')
@@ -99,7 +103,7 @@ jobs:
 
           echo "MATRIX=${MATRIX}" | tee --append "${GITHUB_OUTPUT}"
   test:
-    name: ${{ matrix.CUDA_VER }}, ${{ matrix.PY_VER }}, ${{ matrix.ARCH }}, ${{ matrix.LINUX_VER }}, ${{ matrix.gpu }}
+    name: ${{ matrix.CUDA_VER }}, ${{ matrix.PY_VER }}, ${{ matrix.ARCH }}, ${{ matrix.LINUX_VER }}, ${{ matrix.GPU }}
     needs: compute-matrix
     env:
       RAPIDS_TESTS_DIR: ${{ github.workspace }}/test-results
@@ -107,7 +111,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix: ${{ fromJSON(needs.compute-matrix.outputs.MATRIX) }}
-    runs-on: "linux-${{ matrix.ARCH }}-gpu-${{ matrix.gpu }}-${{ matrix.driver }}-1"
+    runs-on: "linux-${{ matrix.ARCH }}-gpu-${{ matrix.GPU }}-${{ matrix.DRIVER }}-1"
     container:
       image: "rapidsai/citestwheel:cuda${{ matrix.CUDA_VER }}-${{ matrix.LINUX_VER }}-py${{ matrix.PY_VER }}"
       options: ${{ inputs.container-options }}
diff --git a/pyproject.toml b/pyproject.toml
index 2a484d9da..7ce22534b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,4 +1,4 @@
-# Copyright (c) 2023-2024, NVIDIA CORPORATION.
+# Copyright (c) 2023-2025, NVIDIA CORPORATION.
 
 [build-system]
 build-backend = "setuptools.build_meta"