diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
index 1f8796e67f..f28cb4727b 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:
   python-build:
     needs: [cpp-build]
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@python-3.12
     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-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/conda-upload-packages.yaml@python-3.12
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -56,7 +56,7 @@ jobs:
     if: github.ref_type == 'branch'
     needs: python-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:
       arch: "amd64"
       branch: ${{ inputs.branch }}
@@ -68,7 +68,7 @@ jobs:
       sha: ${{ inputs.sha }}
   wheel-build-cpp:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@python-3.12
     with:
       matrix_filter: group_by([.ARCH, (.CUDA_VER|split(".")|map(tonumber)|.[0])]) | map(max_by(.PY_VER|split(".")|map(tonumber)))
       build_type: ${{ inputs.build_type || 'branch' }}
@@ -79,7 +79,7 @@ jobs:
   wheel-build-python:
     needs: wheel-build-cpp
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@python-3.12
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -89,7 +89,7 @@ jobs:
   wheel-publish-cpp:
     needs: wheel-build-cpp
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-publish.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-publish.yaml@python-3.12
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -100,7 +100,7 @@ jobs:
   wheel-publish-python:
     needs: wheel-build-python
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-publish.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-publish.yaml@python-3.12
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
diff --git a/.github/workflows/pr.yaml b/.github/workflows/pr.yaml
index 4499514060..55c9671f93 100644
--- a/.github/workflows/pr.yaml
+++ b/.github/workflows/pr.yaml
@@ -23,38 +23,38 @@ jobs:
       - wheel-python-build
       - wheel-python-tests
     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
   conda-python-build:
     needs: conda-cpp-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@python-3.12
     with:
       build_type: pull-request
   conda-python-tests:
     needs: conda-python-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@python-3.12
     with:
       build_type: pull-request
   docs-build:
     needs: conda-python-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: "gpu-v100-latest-1"
@@ -63,7 +63,7 @@ jobs:
       run_script: "ci/build_docs.sh"
   devcontainer:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/build-in-devcontainer.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/build-in-devcontainer.yaml@python-3.12
     with:
       arch: '["amd64"]'
       cuda: '["12.5"]'
@@ -73,7 +73,7 @@ jobs:
         sccache -s;
   wheel-cpp-build:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@python-3.12
     with:
       matrix_filter: group_by([.ARCH, (.CUDA_VER|split(".")|map(tonumber)|.[0])]) | map(max_by(.PY_VER|split(".")|map(tonumber)))
       build_type: pull-request
@@ -81,14 +81,14 @@ jobs:
   wheel-python-build:
     needs: wheel-cpp-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@python-3.12
     with:
       build_type: pull-request
       script: ci/build_wheel_python.sh
   wheel-python-tests:
     needs: wheel-python-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@python-3.12
     with:
       build_type: pull-request
       script: ci/test_wheel.sh
diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
index ef093ee79d..6cd7a9dcfb 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 }}
@@ -24,7 +24,7 @@ jobs:
       sha: ${{ inputs.sha }}
   python-tests:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@branch-24.10
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@python-3.12
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
diff --git a/conda/environments/all_cuda-118_arch-aarch64.yaml b/conda/environments/all_cuda-118_arch-aarch64.yaml
index a00b0c739b..187d83e2bf 100644
--- a/conda/environments/all_cuda-118_arch-aarch64.yaml
+++ b/conda/environments/all_cuda-118_arch-aarch64.yaml
@@ -18,7 +18,7 @@ dependencies:
 - doxygen=1.9.1
 - gcc_linux-aarch64=11.*
 - ninja
-- numcodecs <0.12.0
+- numcodecs !=0.12.0
 - numpy>=1.23,<3.0a0
 - numpydoc
 - nvcc_linux-aarch64=11.8
@@ -27,7 +27,7 @@ dependencies:
 - pre-commit
 - pytest
 - pytest-cov
-- python>=3.10,<3.12
+- python>=3.10,<3.13
 - rapids-build-backend>=0.3.0,<0.4.0.dev0
 - scikit-build-core>=0.10.0
 - sphinx
diff --git a/conda/environments/all_cuda-118_arch-x86_64.yaml b/conda/environments/all_cuda-118_arch-x86_64.yaml
index 9b59bd673b..ecd12632de 100644
--- a/conda/environments/all_cuda-118_arch-x86_64.yaml
+++ b/conda/environments/all_cuda-118_arch-x86_64.yaml
@@ -20,7 +20,7 @@ dependencies:
 - libcufile-dev=1.4.0.31
 - libcufile=1.4.0.31
 - ninja
-- numcodecs <0.12.0
+- numcodecs !=0.12.0
 - numpy>=1.23,<3.0a0
 - numpydoc
 - nvcc_linux-64=11.8
@@ -29,7 +29,7 @@ dependencies:
 - pre-commit
 - pytest
 - pytest-cov
-- python>=3.10,<3.12
+- python>=3.10,<3.13
 - rapids-build-backend>=0.3.0,<0.4.0.dev0
 - scikit-build-core>=0.10.0
 - sphinx
diff --git a/conda/environments/all_cuda-125_arch-aarch64.yaml b/conda/environments/all_cuda-125_arch-aarch64.yaml
index ac0deb812a..9001c1e075 100644
--- a/conda/environments/all_cuda-125_arch-aarch64.yaml
+++ b/conda/environments/all_cuda-125_arch-aarch64.yaml
@@ -19,7 +19,7 @@ dependencies:
 - gcc_linux-aarch64=11.*
 - libcufile-dev
 - ninja
-- numcodecs <0.12.0
+- numcodecs !=0.12.0
 - numpy>=1.23,<3.0a0
 - numpydoc
 - nvcomp==3.0.6
@@ -27,7 +27,7 @@ dependencies:
 - pre-commit
 - pytest
 - pytest-cov
-- python>=3.10,<3.12
+- python>=3.10,<3.13
 - rapids-build-backend>=0.3.0,<0.4.0.dev0
 - scikit-build-core>=0.10.0
 - sphinx
diff --git a/conda/environments/all_cuda-125_arch-x86_64.yaml b/conda/environments/all_cuda-125_arch-x86_64.yaml
index c98b151b06..9fdc740dd8 100644
--- a/conda/environments/all_cuda-125_arch-x86_64.yaml
+++ b/conda/environments/all_cuda-125_arch-x86_64.yaml
@@ -19,7 +19,7 @@ dependencies:
 - gcc_linux-64=11.*
 - libcufile-dev
 - ninja
-- numcodecs <0.12.0
+- numcodecs !=0.12.0
 - numpy>=1.23,<3.0a0
 - numpydoc
 - nvcomp==3.0.6
@@ -27,7 +27,7 @@ dependencies:
 - pre-commit
 - pytest
 - pytest-cov
-- python>=3.10,<3.12
+- python>=3.10,<3.13
 - rapids-build-backend>=0.3.0,<0.4.0.dev0
 - scikit-build-core>=0.10.0
 - sphinx
diff --git a/conda/recipes/kvikio/meta.yaml b/conda/recipes/kvikio/meta.yaml
index d56222c4b4..c70e8aebfe 100644
--- a/conda/recipes/kvikio/meta.yaml
+++ b/conda/recipes/kvikio/meta.yaml
@@ -70,7 +70,7 @@ requirements:
     - cupy >=12.0.0
     - zarr
     # See https://github.com/zarr-developers/numcodecs/pull/475
-    - numcodecs <0.12.0
+    - numcodecs !=0.12.0
     - packaging
     - {{ pin_compatible('cuda-version', max_pin='x', min_pin='x') }}
     {% if cuda_major == "11" %}
diff --git a/cpp/doxygen/main_page.md b/cpp/doxygen/main_page.md
index 1a109a9913..21a33b1d45 100644
--- a/cpp/doxygen/main_page.md
+++ b/cpp/doxygen/main_page.md
@@ -47,9 +47,9 @@ Install the **nightly release** from the ``rapidsai-nightly`` channel with the f
 # Install in existing environment
 mamba install -c rapidsai-nightly -c conda-forge libkvikio
 # Create new environment (CUDA 11.8)
-mamba create -n libkvikio-env -c rapidsai-nightly -c conda-forge python=3.11 cuda-version=11.8 libkvikio
+mamba create -n libkvikio-env -c rapidsai-nightly -c conda-forge python=3.12 cuda-version=11.8 libkvikio
 # Create new environment (CUDA 12.5)
-mamba create -n libkvikio-env -c rapidsai-nightly -c conda-forge python=3.11 cuda-version=12.5 libkvikio
+mamba create -n libkvikio-env -c rapidsai-nightly -c conda-forge python=3.12 cuda-version=12.5 libkvikio
 ```
 
 ---
diff --git a/dependencies.yaml b/dependencies.yaml
index c763161f8a..97cf3e7de4 100644
--- a/dependencies.yaml
+++ b/dependencies.yaml
@@ -286,8 +286,12 @@ 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
   rapids_build_skbuild:
     common:
       - output_types: [conda, requirements, pyproject]
@@ -306,7 +310,7 @@ dependencies:
           - numpy>=1.23,<3.0a0
           - zarr
           # See https://github.com/zarr-developers/numcodecs/pull/475
-          - numcodecs <0.12.0
+          - numcodecs !=0.12.0
           - packaging
   test_python:
     common:
diff --git a/docs/source/install.rst b/docs/source/install.rst
index 8117037197..c286aca2b9 100644
--- a/docs/source/install.rst
+++ b/docs/source/install.rst
@@ -16,9 +16,9 @@ Install the **stable release** from the ``rapidsai`` channel like:
   # Install in existing environment
   mamba install -c rapidsai -c conda-forge kvikio
   # Create new environment (CUDA 11.8)
-  mamba create -n kvikio-env -c rapidsai -c conda-forge python=3.11 cuda-version=11.8 kvikio
+  mamba create -n kvikio-env -c rapidsai -c conda-forge python=3.12 cuda-version=11.8 kvikio
   # Create new environment (CUDA 12.5)
-  mamba create -n kvikio-env -c rapidsai -c conda-forge python=3.11 cuda-version=12.5 kvikio
+  mamba create -n kvikio-env -c rapidsai -c conda-forge python=3.12 cuda-version=12.5 kvikio
 
 Install the **nightly release** from the ``rapidsai-nightly`` channel like:
 
@@ -27,9 +27,9 @@ Install the **nightly release** from the ``rapidsai-nightly`` channel like:
   # Install in existing environment
   mamba install -c rapidsai-nightly -c conda-forge kvikio
   # Create new environment (CUDA 11.8)
-  mamba create -n kvikio-env -c rapidsai-nightly -c conda-forge python=3.11 cuda-version=11.8 kvikio
+  mamba create -n kvikio-env -c rapidsai-nightly -c conda-forge python=3.12 cuda-version=11.8 kvikio
   # Create new environment (CUDA 12.5)
-  mamba create -n kvikio-env -c rapidsai-nightly -c conda-forge python=3.11 cuda-version=12.5 kvikio
+  mamba create -n kvikio-env -c rapidsai-nightly -c conda-forge python=3.12 cuda-version=12.5 kvikio
 
 
 .. note::
diff --git a/python/kvikio/pyproject.toml b/python/kvikio/pyproject.toml
index 458525e447..046e157a11 100644
--- a/python/kvikio/pyproject.toml
+++ b/python/kvikio/pyproject.toml
@@ -20,7 +20,7 @@ license = { text = "Apache 2.0" }
 requires-python = ">=3.10"
 dependencies = [
     "cupy-cuda11x>=12.0.0",
-    "numcodecs <0.12.0",
+    "numcodecs !=0.12.0",
     "numpy>=1.23,<3.0a0",
     "packaging",
     "zarr",
@@ -33,6 +33,7 @@ classifiers = [
     "Programming Language :: Python",
     "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
+    "Programming Language :: Python :: 3.12",
 ]
 
 [project.optional-dependencies]
diff --git a/python/libkvikio/pyproject.toml b/python/libkvikio/pyproject.toml
index a5c4dbbd7c..3be7cbc0ae 100644
--- a/python/libkvikio/pyproject.toml
+++ b/python/libkvikio/pyproject.toml
@@ -25,6 +25,7 @@ classifiers = [
     "Programming Language :: Python",
     "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
+    "Programming Language :: Python :: 3.12",
 ]
 
 [project.urls]