diff --git a/.azure-pipelines/azure-pipelines-linux.yml b/.azure-pipelines/azure-pipelines-linux.yml
index 81213b3d..95316a93 100755
--- a/.azure-pipelines/azure-pipelines-linux.yml
+++ b/.azure-pipelines/azure-pipelines-linux.yml
@@ -8,40 +8,40 @@ jobs:
     vmImage: ubuntu-latest
   strategy:
     matrix:
-      linux_64_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11:
-        CONFIG: linux_64_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11
+      linux_64_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11python3.8.____cpython:
+        CONFIG: linux_64_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11python3.8.____cpython
         UPLOAD_PACKAGES: 'True'
         DOCKER_IMAGE: quay.io/condaforge/linux-anvil-cuda:11.8
-      linux_64_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12:
-        CONFIG: linux_64_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12
+      linux_64_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12python3.8.____cpython:
+        CONFIG: linux_64_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12python3.8.____cpython
         UPLOAD_PACKAGES: 'True'
         DOCKER_IMAGE: quay.io/condaforge/linux-anvil-cos7-x86_64
-      linux_64_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12:
-        CONFIG: linux_64_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12
+      linux_64_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12python3.8.____cpython:
+        CONFIG: linux_64_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12python3.8.____cpython
         UPLOAD_PACKAGES: 'True'
         DOCKER_IMAGE: quay.io/condaforge/linux-anvil-cos7-x86_64
-      linux_aarch64_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11:
-        CONFIG: linux_aarch64_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11
+      linux_aarch64_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11python3.8.____cpython:
+        CONFIG: linux_aarch64_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11python3.8.____cpython
         UPLOAD_PACKAGES: 'True'
         DOCKER_IMAGE: quay.io/condaforge/linux-anvil-cuda:11.8
-      linux_aarch64_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12:
-        CONFIG: linux_aarch64_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12
+      linux_aarch64_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12python3.8.____cpython:
+        CONFIG: linux_aarch64_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12python3.8.____cpython
         UPLOAD_PACKAGES: 'True'
         DOCKER_IMAGE: quay.io/condaforge/linux-anvil-cos7-x86_64
-      linux_aarch64_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12:
-        CONFIG: linux_aarch64_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12
+      ? linux_aarch64_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12python3.8.____cpython
+      : CONFIG: linux_aarch64_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12python3.8.____cpython
         UPLOAD_PACKAGES: 'True'
         DOCKER_IMAGE: quay.io/condaforge/linux-anvil-cos7-x86_64
-      linux_ppc64le_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11:
-        CONFIG: linux_ppc64le_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11
+      linux_ppc64le_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11python3.8.____cpython:
+        CONFIG: linux_ppc64le_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11python3.8.____cpython
         UPLOAD_PACKAGES: 'True'
         DOCKER_IMAGE: quay.io/condaforge/linux-anvil-cuda:11.8
-      linux_ppc64le_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12:
-        CONFIG: linux_ppc64le_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12
+      linux_ppc64le_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12python3.8.____cpython:
+        CONFIG: linux_ppc64le_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12python3.8.____cpython
         UPLOAD_PACKAGES: 'True'
         DOCKER_IMAGE: quay.io/condaforge/linux-anvil-cos7-x86_64
-      linux_ppc64le_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12:
-        CONFIG: linux_ppc64le_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12
+      ? linux_ppc64le_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12python3.8.____cpython
+      : CONFIG: linux_ppc64le_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12python3.8.____cpython
         UPLOAD_PACKAGES: 'True'
         DOCKER_IMAGE: quay.io/condaforge/linux-anvil-cos7-x86_64
   timeoutInMinutes: 360
diff --git a/.azure-pipelines/azure-pipelines-osx.yml b/.azure-pipelines/azure-pipelines-osx.yml
index 7708e23e..1fa96779 100755
--- a/.azure-pipelines/azure-pipelines-osx.yml
+++ b/.azure-pipelines/azure-pipelines-osx.yml
@@ -8,11 +8,11 @@ jobs:
     vmImage: macOS-12
   strategy:
     matrix:
-      osx_64_:
-        CONFIG: osx_64_
+      osx_64_python3.8.____cpython:
+        CONFIG: osx_64_python3.8.____cpython
         UPLOAD_PACKAGES: 'True'
-      osx_arm64_:
-        CONFIG: osx_arm64_
+      osx_arm64_python3.8.____cpython:
+        CONFIG: osx_arm64_python3.8.____cpython
         UPLOAD_PACKAGES: 'True'
   timeoutInMinutes: 360
   variables: {}
diff --git a/.azure-pipelines/azure-pipelines-win.yml b/.azure-pipelines/azure-pipelines-win.yml
index dc397b73..dfe6dfa0 100755
--- a/.azure-pipelines/azure-pipelines-win.yml
+++ b/.azure-pipelines/azure-pipelines-win.yml
@@ -8,11 +8,11 @@ jobs:
     vmImage: windows-2022
   strategy:
     matrix:
-      win_64_cuda_compilerNonecuda_compiler_versionNone:
-        CONFIG: win_64_cuda_compilerNonecuda_compiler_versionNone
+      win_64_cuda_compilerNonecuda_compiler_versionNonepython3.8.____cpython:
+        CONFIG: win_64_cuda_compilerNonecuda_compiler_versionNonepython3.8.____cpython
         UPLOAD_PACKAGES: 'True'
-      win_64_cuda_compilercuda-nvcccuda_compiler_version12.0:
-        CONFIG: win_64_cuda_compilercuda-nvcccuda_compiler_version12.0
+      win_64_cuda_compilercuda-nvcccuda_compiler_version12.0python3.8.____cpython:
+        CONFIG: win_64_cuda_compilercuda-nvcccuda_compiler_version12.0python3.8.____cpython
         UPLOAD_PACKAGES: 'True'
   timeoutInMinutes: 360
   variables:
diff --git a/.ci_support/linux_64_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11.yaml b/.ci_support/linux_64_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11python3.8.____cpython.yaml
similarity index 97%
rename from .ci_support/linux_64_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11.yaml
rename to .ci_support/linux_64_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11python3.8.____cpython.yaml
index 79b44eaa..39a7d270 100644
--- a/.ci_support/linux_64_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11.yaml
+++ b/.ci_support/linux_64_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11python3.8.____cpython.yaml
@@ -32,7 +32,7 @@ pin_run_as_build:
     min_pin: x.x
     max_pin: x.x
 python:
-- 3.12.* *_cpython
+- 3.8.* *_cpython
 r_base:
 - '4.3'
 target_platform:
diff --git a/.ci_support/linux_64_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12.yaml b/.ci_support/linux_64_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12python3.8.____cpython.yaml
similarity index 97%
rename from .ci_support/linux_64_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12.yaml
rename to .ci_support/linux_64_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12python3.8.____cpython.yaml
index ca2c96a8..41f97b22 100644
--- a/.ci_support/linux_64_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12.yaml
+++ b/.ci_support/linux_64_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12python3.8.____cpython.yaml
@@ -32,7 +32,7 @@ pin_run_as_build:
     min_pin: x.x
     max_pin: x.x
 python:
-- 3.12.* *_cpython
+- 3.8.* *_cpython
 r_base:
 - '4.3'
 target_platform:
diff --git a/.ci_support/linux_64_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12.yaml b/.ci_support/linux_64_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12python3.8.____cpython.yaml
similarity index 97%
rename from .ci_support/linux_64_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12.yaml
rename to .ci_support/linux_64_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12python3.8.____cpython.yaml
index 772f0755..68282f6d 100644
--- a/.ci_support/linux_64_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12.yaml
+++ b/.ci_support/linux_64_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12python3.8.____cpython.yaml
@@ -32,7 +32,7 @@ pin_run_as_build:
     min_pin: x.x
     max_pin: x.x
 python:
-- 3.12.* *_cpython
+- 3.8.* *_cpython
 r_base:
 - '4.3'
 target_platform:
diff --git a/.ci_support/linux_aarch64_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11.yaml b/.ci_support/linux_aarch64_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11python3.8.____cpython.yaml
similarity index 90%
rename from .ci_support/linux_aarch64_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11.yaml
rename to .ci_support/linux_aarch64_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11python3.8.____cpython.yaml
index 0b20ed6a..ccae5a60 100644
--- a/.ci_support/linux_aarch64_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11.yaml
+++ b/.ci_support/linux_aarch64_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11python3.8.____cpython.yaml
@@ -29,9 +29,14 @@ docker_image:
 nccl:
 - '2'
 pin_run_as_build:
+  python:
+    min_pin: x.x
+    max_pin: x.x
   r-base:
     min_pin: x.x
     max_pin: x.x
+python:
+- 3.8.* *_cpython
 r_base:
 - '4.3'
 target_platform:
diff --git a/.ci_support/linux_aarch64_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12.yaml b/.ci_support/linux_aarch64_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12python3.8.____cpython.yaml
similarity index 90%
rename from .ci_support/linux_aarch64_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12.yaml
rename to .ci_support/linux_aarch64_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12python3.8.____cpython.yaml
index eecb67d1..50ca0462 100644
--- a/.ci_support/linux_aarch64_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12.yaml
+++ b/.ci_support/linux_aarch64_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12python3.8.____cpython.yaml
@@ -29,9 +29,14 @@ docker_image:
 nccl:
 - '2'
 pin_run_as_build:
+  python:
+    min_pin: x.x
+    max_pin: x.x
   r-base:
     min_pin: x.x
     max_pin: x.x
+python:
+- 3.8.* *_cpython
 r_base:
 - '4.3'
 target_platform:
diff --git a/.ci_support/linux_aarch64_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12.yaml b/.ci_support/linux_aarch64_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12python3.8.____cpython.yaml
similarity index 90%
rename from .ci_support/linux_aarch64_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12.yaml
rename to .ci_support/linux_aarch64_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12python3.8.____cpython.yaml
index b0a65eef..ff0389b6 100644
--- a/.ci_support/linux_aarch64_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12.yaml
+++ b/.ci_support/linux_aarch64_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12python3.8.____cpython.yaml
@@ -29,9 +29,14 @@ docker_image:
 nccl:
 - '2'
 pin_run_as_build:
+  python:
+    min_pin: x.x
+    max_pin: x.x
   r-base:
     min_pin: x.x
     max_pin: x.x
+python:
+- 3.8.* *_cpython
 r_base:
 - '4.3'
 target_platform:
diff --git a/.ci_support/linux_ppc64le_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11.yaml b/.ci_support/linux_ppc64le_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11python3.8.____cpython.yaml
similarity index 89%
rename from .ci_support/linux_ppc64le_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11.yaml
rename to .ci_support/linux_ppc64le_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11python3.8.____cpython.yaml
index 7847bd4f..50d14e70 100644
--- a/.ci_support/linux_ppc64le_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11.yaml
+++ b/.ci_support/linux_ppc64le_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11python3.8.____cpython.yaml
@@ -25,9 +25,14 @@ docker_image:
 nccl:
 - '2'
 pin_run_as_build:
+  python:
+    min_pin: x.x
+    max_pin: x.x
   r-base:
     min_pin: x.x
     max_pin: x.x
+python:
+- 3.8.* *_cpython
 r_base:
 - '4.3'
 target_platform:
diff --git a/.ci_support/linux_ppc64le_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12.yaml b/.ci_support/linux_ppc64le_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12python3.8.____cpython.yaml
similarity index 89%
rename from .ci_support/linux_ppc64le_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12.yaml
rename to .ci_support/linux_ppc64le_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12python3.8.____cpython.yaml
index a87dd650..40693da5 100644
--- a/.ci_support/linux_ppc64le_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12.yaml
+++ b/.ci_support/linux_ppc64le_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12python3.8.____cpython.yaml
@@ -25,9 +25,14 @@ docker_image:
 nccl:
 - '2'
 pin_run_as_build:
+  python:
+    min_pin: x.x
+    max_pin: x.x
   r-base:
     min_pin: x.x
     max_pin: x.x
+python:
+- 3.8.* *_cpython
 r_base:
 - '4.3'
 target_platform:
diff --git a/.ci_support/linux_ppc64le_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12.yaml b/.ci_support/linux_ppc64le_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12python3.8.____cpython.yaml
similarity index 89%
rename from .ci_support/linux_ppc64le_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12.yaml
rename to .ci_support/linux_ppc64le_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12python3.8.____cpython.yaml
index 88a6fb8c..d1218ae8 100644
--- a/.ci_support/linux_ppc64le_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12.yaml
+++ b/.ci_support/linux_ppc64le_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12python3.8.____cpython.yaml
@@ -25,9 +25,14 @@ docker_image:
 nccl:
 - '2'
 pin_run_as_build:
+  python:
+    min_pin: x.x
+    max_pin: x.x
   r-base:
     min_pin: x.x
     max_pin: x.x
+python:
+- 3.8.* *_cpython
 r_base:
 - '4.3'
 target_platform:
diff --git a/.ci_support/osx_64_.yaml b/.ci_support/osx_64_python3.8.____cpython.yaml
similarity index 89%
rename from .ci_support/osx_64_.yaml
rename to .ci_support/osx_64_python3.8.____cpython.yaml
index 15200256..0c7d1009 100644
--- a/.ci_support/osx_64_.yaml
+++ b/.ci_support/osx_64_python3.8.____cpython.yaml
@@ -27,9 +27,14 @@ llvm_openmp:
 macos_machine:
 - x86_64-apple-darwin13.4.0
 pin_run_as_build:
+  python:
+    min_pin: x.x
+    max_pin: x.x
   r-base:
     min_pin: x.x
     max_pin: x.x
+python:
+- 3.8.* *_cpython
 r_base:
 - '4.3'
 target_platform:
diff --git a/.ci_support/osx_arm64_.yaml b/.ci_support/osx_arm64_python3.8.____cpython.yaml
similarity index 89%
rename from .ci_support/osx_arm64_.yaml
rename to .ci_support/osx_arm64_python3.8.____cpython.yaml
index 64bad6aa..7e2f503a 100644
--- a/.ci_support/osx_arm64_.yaml
+++ b/.ci_support/osx_arm64_python3.8.____cpython.yaml
@@ -27,9 +27,14 @@ llvm_openmp:
 macos_machine:
 - arm64-apple-darwin20.0.0
 pin_run_as_build:
+  python:
+    min_pin: x.x
+    max_pin: x.x
   r-base:
     min_pin: x.x
     max_pin: x.x
+python:
+- 3.8.* *_cpython
 r_base:
 - '4.3'
 target_platform:
diff --git a/.ci_support/win_64_cuda_compilerNonecuda_compiler_versionNone.yaml b/.ci_support/win_64_cuda_compilerNonecuda_compiler_versionNonepython3.8.____cpython.yaml
similarity index 79%
rename from .ci_support/win_64_cuda_compilerNonecuda_compiler_versionNone.yaml
rename to .ci_support/win_64_cuda_compilerNonecuda_compiler_versionNonepython3.8.____cpython.yaml
index 3fa468c3..b5458e05 100644
--- a/.ci_support/win_64_cuda_compilerNonecuda_compiler_versionNone.yaml
+++ b/.ci_support/win_64_cuda_compilerNonecuda_compiler_versionNonepython3.8.____cpython.yaml
@@ -16,6 +16,12 @@ m2w64_c_compiler:
 - m2w64-toolchain
 m2w64_cxx_compiler:
 - m2w64-toolchain
+pin_run_as_build:
+  python:
+    min_pin: x.x
+    max_pin: x.x
+python:
+- 3.8.* *_cpython
 target_platform:
 - win-64
 zip_keys:
diff --git a/.ci_support/win_64_cuda_compilercuda-nvcccuda_compiler_version12.0.yaml b/.ci_support/win_64_cuda_compilercuda-nvcccuda_compiler_version12.0python3.8.____cpython.yaml
similarity index 79%
rename from .ci_support/win_64_cuda_compilercuda-nvcccuda_compiler_version12.0.yaml
rename to .ci_support/win_64_cuda_compilercuda-nvcccuda_compiler_version12.0python3.8.____cpython.yaml
index d7beb725..485a6cc5 100644
--- a/.ci_support/win_64_cuda_compilercuda-nvcccuda_compiler_version12.0.yaml
+++ b/.ci_support/win_64_cuda_compilercuda-nvcccuda_compiler_version12.0python3.8.____cpython.yaml
@@ -16,6 +16,12 @@ m2w64_c_compiler:
 - m2w64-toolchain
 m2w64_cxx_compiler:
 - m2w64-toolchain
+pin_run_as_build:
+  python:
+    min_pin: x.x
+    max_pin: x.x
+python:
+- 3.8.* *_cpython
 target_platform:
 - win-64
 zip_keys:
diff --git a/README.md b/README.md
index 0da9fea6..abb7927f 100644
--- a/README.md
+++ b/README.md
@@ -41,94 +41,94 @@ Current build status
         <table>
           <thead><tr><th>Variant</th><th>Status</th></tr></thead>
           <tbody><tr>
-              <td>linux_64_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11</td>
+              <td>linux_64_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11python3.8.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4403&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/xgboost-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_64_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/xgboost-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_64_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11python3.8.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>linux_64_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12</td>
+              <td>linux_64_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12python3.8.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4403&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/xgboost-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_64_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/xgboost-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_64_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12python3.8.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>linux_64_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12</td>
+              <td>linux_64_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12python3.8.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4403&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/xgboost-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_64_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/xgboost-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_64_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12python3.8.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>linux_aarch64_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11</td>
+              <td>linux_aarch64_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11python3.8.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4403&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/xgboost-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_aarch64_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/xgboost-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_aarch64_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11python3.8.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>linux_aarch64_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12</td>
+              <td>linux_aarch64_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12python3.8.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4403&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/xgboost-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_aarch64_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/xgboost-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_aarch64_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12python3.8.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>linux_aarch64_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12</td>
+              <td>linux_aarch64_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12python3.8.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4403&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/xgboost-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_aarch64_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/xgboost-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_aarch64_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12python3.8.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>linux_ppc64le_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11</td>
+              <td>linux_ppc64le_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11python3.8.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4403&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/xgboost-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_ppc64le_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/xgboost-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_ppc64le_c_compiler_version11cuda_compilernvcccuda_compiler_version11.8cxx_compiler_version11python3.8.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>linux_ppc64le_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12</td>
+              <td>linux_ppc64le_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12python3.8.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4403&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/xgboost-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_ppc64le_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/xgboost-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_ppc64le_c_compiler_version12cuda_compilerNonecuda_compiler_versionNonecxx_compiler_version12python3.8.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>linux_ppc64le_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12</td>
+              <td>linux_ppc64le_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12python3.8.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4403&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/xgboost-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_ppc64le_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/xgboost-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_ppc64le_c_compiler_version12cuda_compilercuda-nvcccuda_compiler_version12.0cxx_compiler_version12python3.8.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>osx_64</td>
+              <td>osx_64_python3.8.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4403&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/xgboost-feedstock?branchName=main&jobName=osx&configuration=osx%20osx_64_" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/xgboost-feedstock?branchName=main&jobName=osx&configuration=osx%20osx_64_python3.8.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>osx_arm64</td>
+              <td>osx_arm64_python3.8.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4403&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/xgboost-feedstock?branchName=main&jobName=osx&configuration=osx%20osx_arm64_" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/xgboost-feedstock?branchName=main&jobName=osx&configuration=osx%20osx_arm64_python3.8.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>win_64_cuda_compilerNonecuda_compiler_versionNone</td>
+              <td>win_64_cuda_compilerNonecuda_compiler_versionNonepython3.8.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4403&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/xgboost-feedstock?branchName=main&jobName=win&configuration=win%20win_64_cuda_compilerNonecuda_compiler_versionNone" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/xgboost-feedstock?branchName=main&jobName=win&configuration=win%20win_64_cuda_compilerNonecuda_compiler_versionNonepython3.8.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>win_64_cuda_compilercuda-nvcccuda_compiler_version12.0</td>
+              <td>win_64_cuda_compilercuda-nvcccuda_compiler_version12.0python3.8.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4403&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/xgboost-feedstock?branchName=main&jobName=win&configuration=win%20win_64_cuda_compilercuda-nvcccuda_compiler_version12.0" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/xgboost-feedstock?branchName=main&jobName=win&configuration=win%20win_64_cuda_compilercuda-nvcccuda_compiler_version12.0python3.8.____cpython" alt="variant">
                 </a>
               </td>
             </tr>
diff --git a/recipe/meta.yaml b/recipe/meta.yaml
index 0f147006..cd93b1d1 100644
--- a/recipe/meta.yaml
+++ b/recipe/meta.yaml
@@ -1,6 +1,6 @@
 {% set name = "xgboost" %}
 {% set version = "2.1.0" %}
-{% set build_number = 0 %}
+{% set build_number = 1 %}
 {% set min_python = "3.8" %}
 
 {% set string_prefix = "cuda" ~ (cuda_compiler_version | replace('.', '')) %}  # [cuda_compiler_version != "None"]
@@ -22,10 +22,18 @@ source:
 
 build:
   number: {{ build_number }}
-  noarch: python
+  # Make sure only one Python is built for as packages are `noarch: python`.
+  # However using `noarch: python` upsets the linter.
+  # So skip all Python's except the minimum Python version upstream supports
+  # xref: https://github.com/conda-forge/conda-smithy/issues/1887#issuecomment-2244323850
   # Windows CUDA 11.8 fails due to a compilation error
   # xref: https://github.com/conda-forge/xgboost-feedstock/issues/173
-  skip: True  # [win and cuda_compiler_version == "11.8"]
+  {% if python is defined and cuda_compiler_version is defined %}
+  skip: {{ (
+      python.split(".")[:2] != min_python.split(".")[:2] or
+      (win and cuda_compiler_version == "11.8")
+  ) }}
+  {% endif %}
 
 requirements:
   build: