diff --git a/.github/ops-bot.yaml b/.github/ops-bot.yaml
index 0111aaa9..e6d417a0 100644
--- a/.github/ops-bot.yaml
+++ b/.github/ops-bot.yaml
@@ -4,3 +4,4 @@
 auto_merger: true
 branch_checker: true
 forward_merger: true
+label_checker: true
diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
index af35cbd4..e2235ee4 100644
--- a/.github/workflows/build.yaml
+++ b/.github/workflows/build.yaml
@@ -28,7 +28,7 @@ concurrency:
 jobs:
   build:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-25.02
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-25.04
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -37,7 +37,7 @@ jobs:
   upload-conda:
     needs: [build]
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-upload-packages.yaml@branch-25.02
+    uses: rapidsai/shared-workflows/.github/workflows/conda-upload-packages.yaml@branch-25.04
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -46,7 +46,7 @@ jobs:
   conda-pack:
     needs: [upload-conda]
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-25.02
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-25.04
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
diff --git a/.github/workflows/pr.yaml b/.github/workflows/pr.yaml
index 52ef30e3..5e62ef25 100644
--- a/.github/workflows/pr.yaml
+++ b/.github/workflows/pr.yaml
@@ -15,7 +15,7 @@ jobs:
       - build
       - test-conda-nightly-env
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/pr-builder.yaml@branch-25.02
+    uses: rapidsai/shared-workflows/.github/workflows/pr-builder.yaml@branch-25.04
   checks:
     runs-on: ubuntu-latest
     steps:
@@ -26,14 +26,14 @@ jobs:
   build:
     needs: checks
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-25.02
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-25.04
     with:
       build_type: pull-request
   test-conda-nightly-env:
     needs: checks
     secrets: inherit
     # We use a build workflow so that we get CPU jobs and high matrix coverage
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-25.02
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-25.04
     with:
       build_type: pull-request
       script: "ci/test_conda_nightly_env.sh"
diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
index 1d1ec863..d27bf491 100644
--- a/.github/workflows/test.yaml
+++ b/.github/workflows/test.yaml
@@ -17,7 +17,7 @@ jobs:
   test-conda-nightly-env:
     secrets: inherit
     # We use a build workflow so that we get CPU jobs and high matrix coverage
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-25.02
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-25.04
     with:
       build_type: pull-request
       script: "ci/test_conda_nightly_env.sh"
diff --git a/.github/workflows/trigger-breaking-change-alert.yaml b/.github/workflows/trigger-breaking-change-alert.yaml
index 01dd2436..9764c62c 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@branch-25.02
+    uses: rapidsai/shared-workflows/.github/workflows/breaking-change-alert.yaml@branch-25.04
     with:
       sender_login: ${{ github.event.sender.login }}
       sender_avatar: ${{ github.event.sender.avatar_url }}
diff --git a/ci/build_python.sh b/ci/build_python.sh
index 475da371..45432959 100755
--- a/ci/build_python.sh
+++ b/ci/build_python.sh
@@ -15,15 +15,13 @@ rapids-print-env
 
 rapids-logger "Build rapids-xgboost"
 
-rapids-conda-retry mambabuild \
-  --use-local \
+rapids-conda-retry build \
   --variant-config-files "${CONDA_CONFIG_FILE}" \
   conda/recipes/rapids-xgboost
 
 rapids-logger "Build rapids"
 
-rapids-conda-retry mambabuild \
-  --use-local \
+rapids-conda-retry build \
   --variant-config-files "${CONDA_CONFIG_FILE}" \
   conda/recipes/rapids
 
diff --git a/ci/check_conda_nightly_env.py b/ci/check_conda_nightly_env.py
index 1d573f48..a2c88e29 100644
--- a/ci/check_conda_nightly_env.py
+++ b/ci/check_conda_nightly_env.py
@@ -15,6 +15,7 @@
     "cubinlinker",
     "pynvjitlink",
     "rapids-dask-dependency",
+    "rapids-logger",  # Also not built every night
     "libxgboost",
     "py-xgboost",
     "xgboost",
diff --git a/ci/conda-pack.sh b/ci/conda-pack.sh
index e4e19b78..91bb8fb7 100755
--- a/ci/conda-pack.sh
+++ b/ci/conda-pack.sh
@@ -3,7 +3,7 @@
 
 set -e
 
-RAPIDS_VER="25.02"
+RAPIDS_VER="25.04"
 VERSION_DESCRIPTOR="a"
 CONDA_USERNAME="rapidsai-nightly"
 
diff --git a/ci/test_conda_nightly_env.sh b/ci/test_conda_nightly_env.sh
index e2ae3629..5b31d33c 100755
--- a/ci/test_conda_nightly_env.sh
+++ b/ci/test_conda_nightly_env.sh
@@ -3,7 +3,7 @@
 
 set -euo pipefail
 
-RAPIDS_VERSION="25.02"
+RAPIDS_VERSION="25.04"
 CUDA_VERSION=${RAPIDS_CUDA_VERSION%.*}
 
 JSON_FILENAME="rapids_cuda${CUDA_VERSION}_py${RAPIDS_PY_VERSION}.json"