diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
index 8c6320aab..98ab1c7dc 100644
--- a/.github/workflows/build.yaml
+++ b/.github/workflows/build.yaml
@@ -35,7 +35,7 @@ concurrency:
 jobs:
   cpp-build:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@release/26.04
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@python-3.14
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -46,7 +46,7 @@ jobs:
     if: github.ref_type == 'branch'
     needs: [python-build]
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@release/26.04
+    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@python-3.14
     with:
       arch: "amd64"
       branch: ${{ inputs.branch }}
@@ -59,7 +59,7 @@ jobs:
   python-build:
     needs: [cpp-build]
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@release/26.04
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@python-3.14
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -69,7 +69,7 @@ jobs:
   upload-conda:
     needs: [cpp-build, python-build]
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-upload-packages.yaml@release/26.04
+    uses: rapidsai/shared-workflows/.github/workflows/conda-upload-packages.yaml@python-3.14
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -77,7 +77,7 @@ jobs:
       sha: ${{ inputs.sha }}
   wheel-build:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@release/26.04
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@python-3.14
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -89,7 +89,7 @@ jobs:
   wheel-publish:
     needs: wheel-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-publish.yaml@release/26.04
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-publish.yaml@python-3.14
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
diff --git a/.github/workflows/pr.yaml b/.github/workflows/pr.yaml
index 7f249f1f1..428720255 100644
--- a/.github/workflows/pr.yaml
+++ b/.github/workflows/pr.yaml
@@ -19,7 +19,7 @@ jobs:
       - wheel-tests
       - telemetry-setup
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/pr-builder.yaml@release/26.04
+    uses: rapidsai/shared-workflows/.github/workflows/pr-builder.yaml@python-3.14
   telemetry-setup:
     runs-on: ubuntu-latest
     continue-on-error: true
@@ -34,7 +34,7 @@ jobs:
   checks:
     secrets: inherit
     needs: telemetry-setup
-    uses: rapidsai/shared-workflows/.github/workflows/checks.yaml@release/26.04
+    uses: rapidsai/shared-workflows/.github/workflows/checks.yaml@python-3.14
     with:
       ignored_pr_jobs: telemetry-summarize
   check-nightly-ci:
@@ -56,28 +56,28 @@ jobs:
   conda-cpp-build:
     needs: checks
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@release/26.04
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@python-3.14
     with:
       build_type: pull-request
       script: ci/build_cpp.sh
   conda-python-build:
     needs: conda-cpp-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@release/26.04
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@python-3.14
     with:
       build_type: pull-request
       script: ci/build_python.sh
   conda-python-tests:
     needs: conda-python-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@release/26.04
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@python-3.14
     with:
       build_type: pull-request
       script: ci/test_python.sh
   docs-build:
     needs: conda-python-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@release/26.04
+    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@python-3.14
     with:
       build_type: pull-request
       node_type: "gpu-l4-latest-1"
@@ -87,7 +87,7 @@ jobs:
   wheel-build:
     needs: checks
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@release/26.04
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@python-3.14
     with:
       build_type: pull-request
       script: ci/build_wheel.sh
@@ -96,7 +96,7 @@ jobs:
   wheel-tests:
     needs: wheel-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@release/26.04
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@python-3.14
     with:
       build_type: pull-request
       script: ci/test_wheel.sh
diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
index 932fbfbe0..a3e7d9cd8 100644
--- a/.github/workflows/test.yaml
+++ b/.github/workflows/test.yaml
@@ -25,7 +25,7 @@ on:
 jobs:
   conda-python-tests:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@release/26.04
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@python-3.14
     with:
       build_type: ${{ inputs.build_type }}
       branch: ${{ inputs.branch }}
@@ -34,7 +34,7 @@ jobs:
       sha: ${{ inputs.sha }}
   wheel-tests:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@release/26.04
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@python-3.14
     with:
       build_type: ${{ inputs.build_type }}
       branch: ${{ inputs.branch }}
diff --git a/.github/workflows/trigger-breaking-change-alert.yaml b/.github/workflows/trigger-breaking-change-alert.yaml
index 8e0a32168..680142fe3 100644
--- a/.github/workflows/trigger-breaking-change-alert.yaml
+++ b/.github/workflows/trigger-breaking-change-alert.yaml
@@ -12,7 +12,7 @@ jobs:
   trigger-notifier:
     if: contains(github.event.pull_request.labels.*.name, 'breaking')
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/breaking-change-alert.yaml@release/26.04
+    uses: rapidsai/shared-workflows/.github/workflows/breaking-change-alert.yaml@python-3.14
     with:
       sender_login: ${{ github.event.sender.login }}
       sender_avatar: ${{ github.event.sender.avatar_url }}
diff --git a/conda/environments/all_cuda-129_arch-aarch64.yaml b/conda/environments/all_cuda-129_arch-aarch64.yaml
index 53e27ab69..1b64969bf 100644
--- a/conda/environments/all_cuda-129_arch-aarch64.yaml
+++ b/conda/environments/all_cuda-129_arch-aarch64.yaml
@@ -36,7 +36,7 @@ dependencies:
 - pytest-lazy-fixtures>=1.0.0
 - pytest-xdist
 - pytest>=7.0.0,<9.0.0
-- python>=3.11,<3.14
+- python>=3.11,<3.15
 - pywavelets>=1.6
 - recommonmark
 - scikit-image>=0.23.2,<0.27.0
diff --git a/conda/environments/all_cuda-129_arch-x86_64.yaml b/conda/environments/all_cuda-129_arch-x86_64.yaml
index ccc9c0f96..dd63a5e4a 100644
--- a/conda/environments/all_cuda-129_arch-x86_64.yaml
+++ b/conda/environments/all_cuda-129_arch-x86_64.yaml
@@ -37,7 +37,7 @@ dependencies:
 - pytest-lazy-fixtures>=1.0.0
 - pytest-xdist
 - pytest>=7.0.0,<9.0.0
-- python>=3.11,<3.14
+- python>=3.11,<3.15
 - pywavelets>=1.6
 - recommonmark
 - scikit-image>=0.23.2,<0.27.0
diff --git a/conda/environments/all_cuda-131_arch-aarch64.yaml b/conda/environments/all_cuda-131_arch-aarch64.yaml
index 76d77ca9e..ba1e1ae2e 100644
--- a/conda/environments/all_cuda-131_arch-aarch64.yaml
+++ b/conda/environments/all_cuda-131_arch-aarch64.yaml
@@ -36,7 +36,7 @@ dependencies:
 - pytest-lazy-fixtures>=1.0.0
 - pytest-xdist
 - pytest>=7.0.0,<9.0.0
-- python>=3.11,<3.14
+- python>=3.11,<3.15
 - pywavelets>=1.6
 - recommonmark
 - scikit-image>=0.23.2,<0.27.0
diff --git a/conda/environments/all_cuda-131_arch-x86_64.yaml b/conda/environments/all_cuda-131_arch-x86_64.yaml
index adf16ff1c..a364b5028 100644
--- a/conda/environments/all_cuda-131_arch-x86_64.yaml
+++ b/conda/environments/all_cuda-131_arch-x86_64.yaml
@@ -37,7 +37,7 @@ dependencies:
 - pytest-lazy-fixtures>=1.0.0
 - pytest-xdist
 - pytest>=7.0.0,<9.0.0
-- python>=3.11,<3.14
+- python>=3.11,<3.15
 - pywavelets>=1.6
 - recommonmark
 - scikit-image>=0.23.2,<0.27.0
diff --git a/conda/recipes/cucim/meta.yaml b/conda/recipes/cucim/meta.yaml
index 0b7352bf9..aea14f70a 100644
--- a/conda/recipes/cucim/meta.yaml
+++ b/conda/recipes/cucim/meta.yaml
@@ -57,7 +57,7 @@ requirements:
     - python
     - pip
     - rapids-build-backend >=0.4.0,<0.5.0
-    - scikit-image >=0.19.0,<0.25.0
+    - scikit-image >=0.23.2,<0.27.0
     - scipy >=1.6
     - setuptools >=80.9.0
   run:
@@ -69,7 +69,7 @@ requirements:
     - lazy_loader >=0.1
     - libcucim ={{ version }}
     - python
-    - scikit-image >=0.19.0,<0.25.0
+    - scikit-image >=0.23.2,<0.27.0
     - scipy >=1.6
   run_constrained:
     - openslide-python >=1.3.0
diff --git a/dependencies.yaml b/dependencies.yaml
index d0bb185fe..3707a0b31 100644
--- a/dependencies.yaml
+++ b/dependencies.yaml
@@ -222,8 +222,12 @@ dependencies:
             packages:
               - python=3.13
           - matrix:
+              py: "3.14"
             packages:
-              - python>=3.11,<3.14
+              - python=3.14
+          - matrix:
+            packages:
+              - python>=3.11,<3.15
   rapids_build_setuptools:
     common:
       - output_types: [conda, requirements, pyproject]
diff --git a/python/cucim/tests/performance/clara/test_read_region_memory_usage.py b/python/cucim/tests/performance/clara/test_read_region_memory_usage.py
index baeb60afc..e1a71ccac 100644
--- a/python/cucim/tests/performance/clara/test_read_region_memory_usage.py
+++ b/python/cucim/tests/performance/clara/test_read_region_memory_usage.py
@@ -4,6 +4,7 @@
 #
 
 import os
+import sys
 
 import cupy as cp
 import pytest
@@ -138,6 +139,10 @@ def test_read_region_cpu_memleak(testimg_tiff_stripe_4096x4096_256):
     assert mem_usage_history[5] - mem_usage_history[9] < 2**20 * 1
 
 
+@pytest.mark.xfail(
+    sys.version_info >= (3, 14),
+    reason="Fails on Python 3.14, see tracking issue: https://github.com/rapidsai/cucim/issues/1043",
+)
 def test_read_random_region_cpu_memleak(testimg_tiff_stripe_4096x4096_256):
     import gc
     import os