diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
index 7f5f0ae1..a5c370d7 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-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@python-3.12
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -37,7 +37,7 @@ jobs:
   upload-conda:
     needs: [cpp-build]
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-upload-packages.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/conda-upload-packages.yaml@python-3.12
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -46,7 +46,7 @@ jobs:
   docs-build:
     if: github.ref_type == 'branch'
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@python-3.12
     with:
       arch: "amd64"
       branch: ${{ inputs.branch }}
diff --git a/.github/workflows/pr.yaml b/.github/workflows/pr.yaml
index cdc77523..883481d6 100644
--- a/.github/workflows/pr.yaml
+++ b/.github/workflows/pr.yaml
@@ -17,26 +17,26 @@ jobs:
       - conda-cpp-tests
       - docs-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/pr-builder.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/pr-builder.yaml@python-3.12
   checks:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/checks.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/checks.yaml@python-3.12
   conda-cpp-build:
     needs: checks
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@python-3.12
     with:
       build_type: pull-request
   conda-cpp-tests:
     needs: conda-cpp-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-tests.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-tests.yaml@python-3.12
     with:
       build_type: pull-request
   docs-build:
     needs: conda-cpp-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@python-3.12
     with:
       build_type: pull-request
       node_type: "cpu4"
diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
index b822aed8..4092cff3 100644
--- a/.github/workflows/test.yaml
+++ b/.github/workflows/test.yaml
@@ -16,7 +16,7 @@ on:
 jobs:
   cpp-tests:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-tests.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-tests.yaml@python-3.12
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
diff --git a/dependencies.yaml b/dependencies.yaml
index 54c35939..4131d958 100644
--- a/dependencies.yaml
+++ b/dependencies.yaml
@@ -187,8 +187,12 @@ dependencies:
             packages:
               - python=3.11
           - matrix:
+              py: "3.12"
             packages:
-              - python>=3.10,<3.12
+              - python=3.12
+          - matrix:
+            packages:
+              - python>=3.10,<3.13
   style_checks:
     common:
       - output_types: [conda, requirements]