diff --git a/.azure-pipelines/azure-pipelines-osx.yml b/.azure-pipelines/azure-pipelines-osx.yml
index 17bb5c0..c453404 100755
--- a/.azure-pipelines/azure-pipelines-osx.yml
+++ b/.azure-pipelines/azure-pipelines-osx.yml
@@ -5,7 +5,7 @@
 jobs:
 - job: osx
   pool:
-    vmImage: macOS-12
+    vmImage: macOS-13
   strategy:
     matrix:
       osx_64_blas_implmklnumpy2.0python3.10.____cpython:
diff --git a/.azure-pipelines/azure-pipelines-win.yml b/.azure-pipelines/azure-pipelines-win.yml
index 913d176..519787b 100755
--- a/.azure-pipelines/azure-pipelines-win.yml
+++ b/.azure-pipelines/azure-pipelines-win.yml
@@ -41,31 +41,16 @@ jobs:
   timeoutInMinutes: 360
   variables:
     CONDA_BLD_PATH: D:\\bld\\
+    MINIFORGE_HOME: D:\Miniforge
     UPLOAD_TEMP: D:\\tmp
 
   steps:
 
-    - task: PythonScript@0
-      displayName: 'Download Miniforge'
-      inputs:
-        scriptSource: inline
-        script: |
-          import urllib.request
-          url = 'https://github.com/conda-forge/miniforge/releases/latest/download/Miniforge3-Windows-x86_64.exe'
-          path = r"$(Build.ArtifactStagingDirectory)/Miniforge.exe"
-          urllib.request.urlretrieve(url, path)
-
-    - script: |
-        start /wait "" %BUILD_ARTIFACTSTAGINGDIRECTORY%\Miniforge.exe /InstallationType=JustMe /RegisterPython=0 /S /D=C:\Miniforge
-      displayName: Install Miniforge
-
-    - powershell: Write-Host "##vso[task.prependpath]C:\Miniforge\Scripts"
-      displayName: Add conda to PATH
-
     - script: |
         call ".scripts\run_win_build.bat"
       displayName: Run Windows build
       env:
+        MINIFORGE_HOME: $(MINIFORGE_HOME)
         PYTHONUNBUFFERED: 1
         CONFIG: $(CONFIG)
         CI: azure
diff --git a/.ci_support/linux_64_blas_implmklnumpy2.0python3.10.____cpython.yaml b/.ci_support/linux_64_blas_implmklnumpy2.0python3.10.____cpython.yaml
index 73480b6..adc1502 100644
--- a/.ci_support/linux_64_blas_implmklnumpy2.0python3.10.____cpython.yaml
+++ b/.ci_support/linux_64_blas_implmklnumpy2.0python3.10.____cpython.yaml
@@ -17,7 +17,7 @@ channel_targets:
 docker_image:
 - quay.io/condaforge/linux-anvil-cos7-x86_64
 mkl_devel:
-- '2023'
+- '2024'
 numpy:
 - '2.0'
 pin_run_as_build:
@@ -33,4 +33,3 @@ zip_keys:
   - cdt_name
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/linux_64_blas_implmklnumpy2.0python3.11.____cpython.yaml b/.ci_support/linux_64_blas_implmklnumpy2.0python3.11.____cpython.yaml
index 5d01c57..57dcdfb 100644
--- a/.ci_support/linux_64_blas_implmklnumpy2.0python3.11.____cpython.yaml
+++ b/.ci_support/linux_64_blas_implmklnumpy2.0python3.11.____cpython.yaml
@@ -17,7 +17,7 @@ channel_targets:
 docker_image:
 - quay.io/condaforge/linux-anvil-cos7-x86_64
 mkl_devel:
-- '2023'
+- '2024'
 numpy:
 - '2.0'
 pin_run_as_build:
@@ -33,4 +33,3 @@ zip_keys:
   - cdt_name
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/linux_64_blas_implmklnumpy2.0python3.12.____cpython.yaml b/.ci_support/linux_64_blas_implmklnumpy2.0python3.12.____cpython.yaml
index 4a084e4..3e724f0 100644
--- a/.ci_support/linux_64_blas_implmklnumpy2.0python3.12.____cpython.yaml
+++ b/.ci_support/linux_64_blas_implmklnumpy2.0python3.12.____cpython.yaml
@@ -17,7 +17,7 @@ channel_targets:
 docker_image:
 - quay.io/condaforge/linux-anvil-cos7-x86_64
 mkl_devel:
-- '2023'
+- '2024'
 numpy:
 - '2.0'
 pin_run_as_build:
@@ -33,4 +33,3 @@ zip_keys:
   - cdt_name
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/linux_64_blas_implmklnumpy2.0python3.9.____cpython.yaml b/.ci_support/linux_64_blas_implmklnumpy2.0python3.9.____cpython.yaml
index 5359cda..aed358a 100644
--- a/.ci_support/linux_64_blas_implmklnumpy2.0python3.9.____cpython.yaml
+++ b/.ci_support/linux_64_blas_implmklnumpy2.0python3.9.____cpython.yaml
@@ -17,7 +17,7 @@ channel_targets:
 docker_image:
 - quay.io/condaforge/linux-anvil-cos7-x86_64
 mkl_devel:
-- '2023'
+- '2024'
 numpy:
 - '2.0'
 pin_run_as_build:
@@ -33,4 +33,3 @@ zip_keys:
   - cdt_name
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/linux_64_blas_implmklnumpy2python3.13.____cp313.yaml b/.ci_support/linux_64_blas_implmklnumpy2python3.13.____cp313.yaml
index 7b18f6e..ff1a373 100644
--- a/.ci_support/linux_64_blas_implmklnumpy2python3.13.____cp313.yaml
+++ b/.ci_support/linux_64_blas_implmklnumpy2python3.13.____cp313.yaml
@@ -11,13 +11,13 @@ c_stdlib_version:
 cdt_name:
 - cos7
 channel_sources:
-- conda-forge/label/python_rc,conda-forge
+- conda-forge
 channel_targets:
 - conda-forge main
 docker_image:
 - quay.io/condaforge/linux-anvil-cos7-x86_64
 mkl_devel:
-- '2023'
+- '2024'
 numpy:
 - '2'
 pin_run_as_build:
@@ -33,4 +33,3 @@ zip_keys:
   - cdt_name
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/linux_64_blas_implnetlibnumpy2.0python3.10.____cpython.yaml b/.ci_support/linux_64_blas_implnetlibnumpy2.0python3.10.____cpython.yaml
index a13d9d1..08d4255 100644
--- a/.ci_support/linux_64_blas_implnetlibnumpy2.0python3.10.____cpython.yaml
+++ b/.ci_support/linux_64_blas_implnetlibnumpy2.0python3.10.____cpython.yaml
@@ -17,7 +17,7 @@ channel_targets:
 docker_image:
 - quay.io/condaforge/linux-anvil-cos7-x86_64
 mkl_devel:
-- '2023'
+- '2024'
 numpy:
 - '2.0'
 pin_run_as_build:
@@ -33,4 +33,3 @@ zip_keys:
   - cdt_name
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/linux_64_blas_implnetlibnumpy2.0python3.11.____cpython.yaml b/.ci_support/linux_64_blas_implnetlibnumpy2.0python3.11.____cpython.yaml
index 67fb866..48443ec 100644
--- a/.ci_support/linux_64_blas_implnetlibnumpy2.0python3.11.____cpython.yaml
+++ b/.ci_support/linux_64_blas_implnetlibnumpy2.0python3.11.____cpython.yaml
@@ -17,7 +17,7 @@ channel_targets:
 docker_image:
 - quay.io/condaforge/linux-anvil-cos7-x86_64
 mkl_devel:
-- '2023'
+- '2024'
 numpy:
 - '2.0'
 pin_run_as_build:
@@ -33,4 +33,3 @@ zip_keys:
   - cdt_name
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/linux_64_blas_implnetlibnumpy2.0python3.12.____cpython.yaml b/.ci_support/linux_64_blas_implnetlibnumpy2.0python3.12.____cpython.yaml
index c7a8740..291e5de 100644
--- a/.ci_support/linux_64_blas_implnetlibnumpy2.0python3.12.____cpython.yaml
+++ b/.ci_support/linux_64_blas_implnetlibnumpy2.0python3.12.____cpython.yaml
@@ -17,7 +17,7 @@ channel_targets:
 docker_image:
 - quay.io/condaforge/linux-anvil-cos7-x86_64
 mkl_devel:
-- '2023'
+- '2024'
 numpy:
 - '2.0'
 pin_run_as_build:
@@ -33,4 +33,3 @@ zip_keys:
   - cdt_name
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/linux_64_blas_implnetlibnumpy2.0python3.9.____cpython.yaml b/.ci_support/linux_64_blas_implnetlibnumpy2.0python3.9.____cpython.yaml
index fe2cdbe..d17cb96 100644
--- a/.ci_support/linux_64_blas_implnetlibnumpy2.0python3.9.____cpython.yaml
+++ b/.ci_support/linux_64_blas_implnetlibnumpy2.0python3.9.____cpython.yaml
@@ -17,7 +17,7 @@ channel_targets:
 docker_image:
 - quay.io/condaforge/linux-anvil-cos7-x86_64
 mkl_devel:
-- '2023'
+- '2024'
 numpy:
 - '2.0'
 pin_run_as_build:
@@ -33,4 +33,3 @@ zip_keys:
   - cdt_name
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/linux_64_blas_implnetlibnumpy2python3.13.____cp313.yaml b/.ci_support/linux_64_blas_implnetlibnumpy2python3.13.____cp313.yaml
index b96118b..632f5d4 100644
--- a/.ci_support/linux_64_blas_implnetlibnumpy2python3.13.____cp313.yaml
+++ b/.ci_support/linux_64_blas_implnetlibnumpy2python3.13.____cp313.yaml
@@ -11,13 +11,13 @@ c_stdlib_version:
 cdt_name:
 - cos7
 channel_sources:
-- conda-forge/label/python_rc,conda-forge
+- conda-forge
 channel_targets:
 - conda-forge main
 docker_image:
 - quay.io/condaforge/linux-anvil-cos7-x86_64
 mkl_devel:
-- '2023'
+- '2024'
 numpy:
 - '2'
 pin_run_as_build:
@@ -33,4 +33,3 @@ zip_keys:
   - cdt_name
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/linux_aarch64_numpy2.0python3.10.____cpython.yaml b/.ci_support/linux_aarch64_numpy2.0python3.10.____cpython.yaml
index 789ce3d..0bf5829 100644
--- a/.ci_support/linux_aarch64_numpy2.0python3.10.____cpython.yaml
+++ b/.ci_support/linux_aarch64_numpy2.0python3.10.____cpython.yaml
@@ -35,4 +35,3 @@ zip_keys:
   - cdt_name
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/linux_aarch64_numpy2.0python3.11.____cpython.yaml b/.ci_support/linux_aarch64_numpy2.0python3.11.____cpython.yaml
index f3f1367..d8e8ca9 100644
--- a/.ci_support/linux_aarch64_numpy2.0python3.11.____cpython.yaml
+++ b/.ci_support/linux_aarch64_numpy2.0python3.11.____cpython.yaml
@@ -35,4 +35,3 @@ zip_keys:
   - cdt_name
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/linux_aarch64_numpy2.0python3.12.____cpython.yaml b/.ci_support/linux_aarch64_numpy2.0python3.12.____cpython.yaml
index 1ea00b6..ded4cbb 100644
--- a/.ci_support/linux_aarch64_numpy2.0python3.12.____cpython.yaml
+++ b/.ci_support/linux_aarch64_numpy2.0python3.12.____cpython.yaml
@@ -35,4 +35,3 @@ zip_keys:
   - cdt_name
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/linux_aarch64_numpy2.0python3.9.____cpython.yaml b/.ci_support/linux_aarch64_numpy2.0python3.9.____cpython.yaml
index 786f346..9a7ade2 100644
--- a/.ci_support/linux_aarch64_numpy2.0python3.9.____cpython.yaml
+++ b/.ci_support/linux_aarch64_numpy2.0python3.9.____cpython.yaml
@@ -35,4 +35,3 @@ zip_keys:
   - cdt_name
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/linux_aarch64_numpy2python3.13.____cp313.yaml b/.ci_support/linux_aarch64_numpy2python3.13.____cp313.yaml
index b88074e..afd1bcd 100644
--- a/.ci_support/linux_aarch64_numpy2python3.13.____cp313.yaml
+++ b/.ci_support/linux_aarch64_numpy2python3.13.____cp313.yaml
@@ -15,7 +15,7 @@ cdt_arch:
 cdt_name:
 - cos7
 channel_sources:
-- conda-forge/label/python_rc,conda-forge
+- conda-forge
 channel_targets:
 - conda-forge main
 docker_image:
@@ -35,4 +35,3 @@ zip_keys:
   - cdt_name
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/linux_ppc64le_numpy2.0python3.10.____cpython.yaml b/.ci_support/linux_ppc64le_numpy2.0python3.10.____cpython.yaml
index e58a0e6..b81cbfb 100644
--- a/.ci_support/linux_ppc64le_numpy2.0python3.10.____cpython.yaml
+++ b/.ci_support/linux_ppc64le_numpy2.0python3.10.____cpython.yaml
@@ -31,4 +31,3 @@ zip_keys:
   - cdt_name
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/linux_ppc64le_numpy2.0python3.11.____cpython.yaml b/.ci_support/linux_ppc64le_numpy2.0python3.11.____cpython.yaml
index e60c33a..03e7574 100644
--- a/.ci_support/linux_ppc64le_numpy2.0python3.11.____cpython.yaml
+++ b/.ci_support/linux_ppc64le_numpy2.0python3.11.____cpython.yaml
@@ -31,4 +31,3 @@ zip_keys:
   - cdt_name
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/linux_ppc64le_numpy2.0python3.12.____cpython.yaml b/.ci_support/linux_ppc64le_numpy2.0python3.12.____cpython.yaml
index 753d01e..b0c1fc8 100644
--- a/.ci_support/linux_ppc64le_numpy2.0python3.12.____cpython.yaml
+++ b/.ci_support/linux_ppc64le_numpy2.0python3.12.____cpython.yaml
@@ -31,4 +31,3 @@ zip_keys:
   - cdt_name
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/linux_ppc64le_numpy2.0python3.9.____cpython.yaml b/.ci_support/linux_ppc64le_numpy2.0python3.9.____cpython.yaml
index f7fe82d..15993ae 100644
--- a/.ci_support/linux_ppc64le_numpy2.0python3.9.____cpython.yaml
+++ b/.ci_support/linux_ppc64le_numpy2.0python3.9.____cpython.yaml
@@ -31,4 +31,3 @@ zip_keys:
   - cdt_name
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/linux_ppc64le_numpy2python3.13.____cp313.yaml b/.ci_support/linux_ppc64le_numpy2python3.13.____cp313.yaml
index 394b3fb..69e5f98 100644
--- a/.ci_support/linux_ppc64le_numpy2python3.13.____cp313.yaml
+++ b/.ci_support/linux_ppc64le_numpy2python3.13.____cp313.yaml
@@ -11,7 +11,7 @@ c_stdlib_version:
 cdt_name:
 - cos7
 channel_sources:
-- conda-forge/label/python_rc,conda-forge
+- conda-forge
 channel_targets:
 - conda-forge main
 docker_image:
@@ -31,4 +31,3 @@ zip_keys:
   - cdt_name
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/migrations/mkl2024.yaml b/.ci_support/migrations/mkl2024.yaml
new file mode 100644
index 0000000..00b3fc7
--- /dev/null
+++ b/.ci_support/migrations/mkl2024.yaml
@@ -0,0 +1,11 @@
+__migrator:
+  build_number: 1
+  kind: version
+  migration_number: 1
+migrator_ts: 1701976941.105781
+mkl:
+- '2024'  # [not osx]
+- '2023'  # [osx]
+mkl_devel:
+- '2024'  # [not osx]
+- '2023'  # [osx]
diff --git a/.ci_support/osx_64_blas_implmklnumpy2.0python3.10.____cpython.yaml b/.ci_support/osx_64_blas_implmklnumpy2.0python3.10.____cpython.yaml
index 5ee454a..bf3bbb4 100644
--- a/.ci_support/osx_64_blas_implmklnumpy2.0python3.10.____cpython.yaml
+++ b/.ci_support/osx_64_blas_implmklnumpy2.0python3.10.____cpython.yaml
@@ -33,4 +33,3 @@ target_platform:
 zip_keys:
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/osx_64_blas_implmklnumpy2.0python3.11.____cpython.yaml b/.ci_support/osx_64_blas_implmklnumpy2.0python3.11.____cpython.yaml
index e58feba..0a97a28 100644
--- a/.ci_support/osx_64_blas_implmklnumpy2.0python3.11.____cpython.yaml
+++ b/.ci_support/osx_64_blas_implmklnumpy2.0python3.11.____cpython.yaml
@@ -33,4 +33,3 @@ target_platform:
 zip_keys:
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/osx_64_blas_implmklnumpy2.0python3.12.____cpython.yaml b/.ci_support/osx_64_blas_implmklnumpy2.0python3.12.____cpython.yaml
index eedd201..cde1131 100644
--- a/.ci_support/osx_64_blas_implmklnumpy2.0python3.12.____cpython.yaml
+++ b/.ci_support/osx_64_blas_implmklnumpy2.0python3.12.____cpython.yaml
@@ -33,4 +33,3 @@ target_platform:
 zip_keys:
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/osx_64_blas_implmklnumpy2.0python3.9.____cpython.yaml b/.ci_support/osx_64_blas_implmklnumpy2.0python3.9.____cpython.yaml
index 54a03ab..42ffe19 100644
--- a/.ci_support/osx_64_blas_implmklnumpy2.0python3.9.____cpython.yaml
+++ b/.ci_support/osx_64_blas_implmklnumpy2.0python3.9.____cpython.yaml
@@ -33,4 +33,3 @@ target_platform:
 zip_keys:
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/osx_64_blas_implmklnumpy2python3.13.____cp313.yaml b/.ci_support/osx_64_blas_implmklnumpy2python3.13.____cp313.yaml
index 53f1a07..7251467 100644
--- a/.ci_support/osx_64_blas_implmklnumpy2python3.13.____cp313.yaml
+++ b/.ci_support/osx_64_blas_implmklnumpy2python3.13.____cp313.yaml
@@ -13,7 +13,7 @@ c_stdlib:
 c_stdlib_version:
 - '10.13'
 channel_sources:
-- conda-forge/label/python_rc,conda-forge
+- conda-forge
 channel_targets:
 - conda-forge main
 macos_machine:
@@ -33,4 +33,3 @@ target_platform:
 zip_keys:
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/osx_64_blas_implnetlibnumpy2.0python3.10.____cpython.yaml b/.ci_support/osx_64_blas_implnetlibnumpy2.0python3.10.____cpython.yaml
index 391bcd7..b09a6d8 100644
--- a/.ci_support/osx_64_blas_implnetlibnumpy2.0python3.10.____cpython.yaml
+++ b/.ci_support/osx_64_blas_implnetlibnumpy2.0python3.10.____cpython.yaml
@@ -33,4 +33,3 @@ target_platform:
 zip_keys:
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/osx_64_blas_implnetlibnumpy2.0python3.11.____cpython.yaml b/.ci_support/osx_64_blas_implnetlibnumpy2.0python3.11.____cpython.yaml
index 0a43ed8..a45cb1d 100644
--- a/.ci_support/osx_64_blas_implnetlibnumpy2.0python3.11.____cpython.yaml
+++ b/.ci_support/osx_64_blas_implnetlibnumpy2.0python3.11.____cpython.yaml
@@ -33,4 +33,3 @@ target_platform:
 zip_keys:
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/osx_64_blas_implnetlibnumpy2.0python3.12.____cpython.yaml b/.ci_support/osx_64_blas_implnetlibnumpy2.0python3.12.____cpython.yaml
index 0d4df0a..6ed5f42 100644
--- a/.ci_support/osx_64_blas_implnetlibnumpy2.0python3.12.____cpython.yaml
+++ b/.ci_support/osx_64_blas_implnetlibnumpy2.0python3.12.____cpython.yaml
@@ -33,4 +33,3 @@ target_platform:
 zip_keys:
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/osx_64_blas_implnetlibnumpy2.0python3.9.____cpython.yaml b/.ci_support/osx_64_blas_implnetlibnumpy2.0python3.9.____cpython.yaml
index 0641f4c..3b8ad6c 100644
--- a/.ci_support/osx_64_blas_implnetlibnumpy2.0python3.9.____cpython.yaml
+++ b/.ci_support/osx_64_blas_implnetlibnumpy2.0python3.9.____cpython.yaml
@@ -33,4 +33,3 @@ target_platform:
 zip_keys:
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/osx_64_blas_implnetlibnumpy2python3.13.____cp313.yaml b/.ci_support/osx_64_blas_implnetlibnumpy2python3.13.____cp313.yaml
index 74f8eb8..83ec3a4 100644
--- a/.ci_support/osx_64_blas_implnetlibnumpy2python3.13.____cp313.yaml
+++ b/.ci_support/osx_64_blas_implnetlibnumpy2python3.13.____cp313.yaml
@@ -13,7 +13,7 @@ c_stdlib:
 c_stdlib_version:
 - '10.13'
 channel_sources:
-- conda-forge/label/python_rc,conda-forge
+- conda-forge
 channel_targets:
 - conda-forge main
 macos_machine:
@@ -33,4 +33,3 @@ target_platform:
 zip_keys:
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/osx_arm64_numpy2.0python3.10.____cpython.yaml b/.ci_support/osx_arm64_numpy2.0python3.10.____cpython.yaml
index fa4bcbb..171a75c 100644
--- a/.ci_support/osx_arm64_numpy2.0python3.10.____cpython.yaml
+++ b/.ci_support/osx_arm64_numpy2.0python3.10.____cpython.yaml
@@ -31,4 +31,3 @@ target_platform:
 zip_keys:
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/osx_arm64_numpy2.0python3.11.____cpython.yaml b/.ci_support/osx_arm64_numpy2.0python3.11.____cpython.yaml
index 0d50f2b..7b2db38 100644
--- a/.ci_support/osx_arm64_numpy2.0python3.11.____cpython.yaml
+++ b/.ci_support/osx_arm64_numpy2.0python3.11.____cpython.yaml
@@ -31,4 +31,3 @@ target_platform:
 zip_keys:
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/osx_arm64_numpy2.0python3.12.____cpython.yaml b/.ci_support/osx_arm64_numpy2.0python3.12.____cpython.yaml
index 976e35f..4cccca5 100644
--- a/.ci_support/osx_arm64_numpy2.0python3.12.____cpython.yaml
+++ b/.ci_support/osx_arm64_numpy2.0python3.12.____cpython.yaml
@@ -31,4 +31,3 @@ target_platform:
 zip_keys:
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/osx_arm64_numpy2.0python3.9.____cpython.yaml b/.ci_support/osx_arm64_numpy2.0python3.9.____cpython.yaml
index 4ea12d5..6ab8265 100644
--- a/.ci_support/osx_arm64_numpy2.0python3.9.____cpython.yaml
+++ b/.ci_support/osx_arm64_numpy2.0python3.9.____cpython.yaml
@@ -31,4 +31,3 @@ target_platform:
 zip_keys:
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/osx_arm64_numpy2python3.13.____cp313.yaml b/.ci_support/osx_arm64_numpy2python3.13.____cp313.yaml
index 8c54fe1..e270d47 100644
--- a/.ci_support/osx_arm64_numpy2python3.13.____cp313.yaml
+++ b/.ci_support/osx_arm64_numpy2python3.13.____cp313.yaml
@@ -13,7 +13,7 @@ c_stdlib:
 c_stdlib_version:
 - '11.0'
 channel_sources:
-- conda-forge/label/python_rc,conda-forge
+- conda-forge
 channel_targets:
 - conda-forge main
 macos_machine:
@@ -31,4 +31,3 @@ target_platform:
 zip_keys:
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/win_64_blas_implmklnumpy2.0python3.10.____cpython.yaml b/.ci_support/win_64_blas_implmklnumpy2.0python3.10.____cpython.yaml
index fcfa246..142635d 100644
--- a/.ci_support/win_64_blas_implmklnumpy2.0python3.10.____cpython.yaml
+++ b/.ci_support/win_64_blas_implmklnumpy2.0python3.10.____cpython.yaml
@@ -9,7 +9,7 @@ channel_sources:
 channel_targets:
 - conda-forge main
 mkl_devel:
-- '2023'
+- '2024'
 numpy:
 - '2.0'
 pin_run_as_build:
@@ -23,4 +23,3 @@ target_platform:
 zip_keys:
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/win_64_blas_implmklnumpy2.0python3.11.____cpython.yaml b/.ci_support/win_64_blas_implmklnumpy2.0python3.11.____cpython.yaml
index 753e9c5..6d41baa 100644
--- a/.ci_support/win_64_blas_implmklnumpy2.0python3.11.____cpython.yaml
+++ b/.ci_support/win_64_blas_implmklnumpy2.0python3.11.____cpython.yaml
@@ -9,7 +9,7 @@ channel_sources:
 channel_targets:
 - conda-forge main
 mkl_devel:
-- '2023'
+- '2024'
 numpy:
 - '2.0'
 pin_run_as_build:
@@ -23,4 +23,3 @@ target_platform:
 zip_keys:
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/win_64_blas_implmklnumpy2.0python3.12.____cpython.yaml b/.ci_support/win_64_blas_implmklnumpy2.0python3.12.____cpython.yaml
index 38174c5..916bb7d 100644
--- a/.ci_support/win_64_blas_implmklnumpy2.0python3.12.____cpython.yaml
+++ b/.ci_support/win_64_blas_implmklnumpy2.0python3.12.____cpython.yaml
@@ -9,7 +9,7 @@ channel_sources:
 channel_targets:
 - conda-forge main
 mkl_devel:
-- '2023'
+- '2024'
 numpy:
 - '2.0'
 pin_run_as_build:
@@ -23,4 +23,3 @@ target_platform:
 zip_keys:
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/win_64_blas_implmklnumpy2.0python3.9.____cpython.yaml b/.ci_support/win_64_blas_implmklnumpy2.0python3.9.____cpython.yaml
index 6118391..92c6785 100644
--- a/.ci_support/win_64_blas_implmklnumpy2.0python3.9.____cpython.yaml
+++ b/.ci_support/win_64_blas_implmklnumpy2.0python3.9.____cpython.yaml
@@ -9,7 +9,7 @@ channel_sources:
 channel_targets:
 - conda-forge main
 mkl_devel:
-- '2023'
+- '2024'
 numpy:
 - '2.0'
 pin_run_as_build:
@@ -23,4 +23,3 @@ target_platform:
 zip_keys:
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/win_64_blas_implmklnumpy2python3.13.____cp313.yaml b/.ci_support/win_64_blas_implmklnumpy2python3.13.____cp313.yaml
index 755a17a..1dcd944 100644
--- a/.ci_support/win_64_blas_implmklnumpy2python3.13.____cp313.yaml
+++ b/.ci_support/win_64_blas_implmklnumpy2python3.13.____cp313.yaml
@@ -5,11 +5,11 @@ c_compiler:
 c_stdlib:
 - vs
 channel_sources:
-- conda-forge/label/python_rc,conda-forge
+- conda-forge
 channel_targets:
 - conda-forge main
 mkl_devel:
-- '2023'
+- '2024'
 numpy:
 - '2'
 pin_run_as_build:
@@ -23,4 +23,3 @@ target_platform:
 zip_keys:
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/win_64_blas_implnetlibnumpy2.0python3.10.____cpython.yaml b/.ci_support/win_64_blas_implnetlibnumpy2.0python3.10.____cpython.yaml
index e79f098..4c07fcb 100644
--- a/.ci_support/win_64_blas_implnetlibnumpy2.0python3.10.____cpython.yaml
+++ b/.ci_support/win_64_blas_implnetlibnumpy2.0python3.10.____cpython.yaml
@@ -9,7 +9,7 @@ channel_sources:
 channel_targets:
 - conda-forge main
 mkl_devel:
-- '2023'
+- '2024'
 numpy:
 - '2.0'
 pin_run_as_build:
@@ -23,4 +23,3 @@ target_platform:
 zip_keys:
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/win_64_blas_implnetlibnumpy2.0python3.11.____cpython.yaml b/.ci_support/win_64_blas_implnetlibnumpy2.0python3.11.____cpython.yaml
index 633a048..ad02e12 100644
--- a/.ci_support/win_64_blas_implnetlibnumpy2.0python3.11.____cpython.yaml
+++ b/.ci_support/win_64_blas_implnetlibnumpy2.0python3.11.____cpython.yaml
@@ -9,7 +9,7 @@ channel_sources:
 channel_targets:
 - conda-forge main
 mkl_devel:
-- '2023'
+- '2024'
 numpy:
 - '2.0'
 pin_run_as_build:
@@ -23,4 +23,3 @@ target_platform:
 zip_keys:
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/win_64_blas_implnetlibnumpy2.0python3.12.____cpython.yaml b/.ci_support/win_64_blas_implnetlibnumpy2.0python3.12.____cpython.yaml
index 6fe18bd..dc39e44 100644
--- a/.ci_support/win_64_blas_implnetlibnumpy2.0python3.12.____cpython.yaml
+++ b/.ci_support/win_64_blas_implnetlibnumpy2.0python3.12.____cpython.yaml
@@ -9,7 +9,7 @@ channel_sources:
 channel_targets:
 - conda-forge main
 mkl_devel:
-- '2023'
+- '2024'
 numpy:
 - '2.0'
 pin_run_as_build:
@@ -23,4 +23,3 @@ target_platform:
 zip_keys:
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/win_64_blas_implnetlibnumpy2.0python3.9.____cpython.yaml b/.ci_support/win_64_blas_implnetlibnumpy2.0python3.9.____cpython.yaml
index 07cf5a7..c4491c6 100644
--- a/.ci_support/win_64_blas_implnetlibnumpy2.0python3.9.____cpython.yaml
+++ b/.ci_support/win_64_blas_implnetlibnumpy2.0python3.9.____cpython.yaml
@@ -9,7 +9,7 @@ channel_sources:
 channel_targets:
 - conda-forge main
 mkl_devel:
-- '2023'
+- '2024'
 numpy:
 - '2.0'
 pin_run_as_build:
@@ -23,4 +23,3 @@ target_platform:
 zip_keys:
 - - python
   - numpy
-  - channel_sources
diff --git a/.ci_support/win_64_blas_implnetlibnumpy2python3.13.____cp313.yaml b/.ci_support/win_64_blas_implnetlibnumpy2python3.13.____cp313.yaml
index 0baa20f..13e7e9b 100644
--- a/.ci_support/win_64_blas_implnetlibnumpy2python3.13.____cp313.yaml
+++ b/.ci_support/win_64_blas_implnetlibnumpy2python3.13.____cp313.yaml
@@ -5,11 +5,11 @@ c_compiler:
 c_stdlib:
 - vs
 channel_sources:
-- conda-forge/label/python_rc,conda-forge
+- conda-forge
 channel_targets:
 - conda-forge main
 mkl_devel:
-- '2023'
+- '2024'
 numpy:
 - '2'
 pin_run_as_build:
@@ -23,4 +23,3 @@ target_platform:
 zip_keys:
 - - python
   - numpy
-  - channel_sources
diff --git a/.scripts/build_steps.sh b/.scripts/build_steps.sh
index ba4b251..827a29f 100755
--- a/.scripts/build_steps.sh
+++ b/.scripts/build_steps.sh
@@ -31,18 +31,20 @@ pkgs_dirs:
 solver: libmamba
 
 CONDARC
+mv /opt/conda/conda-meta/history /opt/conda/conda-meta/history.$(date +%Y-%m-%d-%H-%M-%S)
+echo > /opt/conda/conda-meta/history
+micromamba install --root-prefix ~/.conda --prefix /opt/conda \
+    --yes --override-channels --channel conda-forge --strict-channel-priority \
+    pip  python=3.12 conda-build conda-forge-ci-setup=4 "conda-build>=24.1"
 export CONDA_LIBMAMBA_SOLVER_NO_CHANNELS_FROM_INSTALLED=1
 
-mamba install --update-specs --yes --quiet --channel conda-forge --strict-channel-priority \
-    pip mamba conda-build conda-forge-ci-setup=4 "conda-build>=24.1"
-mamba update --update-specs --yes --quiet --channel conda-forge --strict-channel-priority \
-    pip mamba conda-build conda-forge-ci-setup=4 "conda-build>=24.1"
-
 # set up the condarc
 setup_conda_rc "${FEEDSTOCK_ROOT}" "${RECIPE_ROOT}" "${CONFIG_FILE}"
 
 source run_conda_forge_build_setup
 
+
+
 # make the build number clobber
 make_build_number "${FEEDSTOCK_ROOT}" "${RECIPE_ROOT}" "${CONFIG_FILE}"
 
@@ -74,8 +76,8 @@ else
         --extra-meta flow_run_id="${flow_run_id:-}" remote_url="${remote_url:-}" sha="${sha:-}"
     ( startgroup "Inspecting artifacts" ) 2> /dev/null
 
-    # inspect_artifacts was only added in conda-forge-ci-setup 4.6.0
-    command -v inspect_artifacts >/dev/null 2>&1 && inspect_artifacts || echo "inspect_artifacts needs conda-forge-ci-setup >=4.6.0"
+    # inspect_artifacts was only added in conda-forge-ci-setup 4.9.4
+    command -v inspect_artifacts >/dev/null 2>&1 && inspect_artifacts --recipe-dir "${RECIPE_ROOT}" -m "${CONFIG_FILE}" || echo "inspect_artifacts needs conda-forge-ci-setup >=4.9.4"
 
     ( endgroup "Inspecting artifacts" ) 2> /dev/null
     ( startgroup "Validating outputs" ) 2> /dev/null
diff --git a/.scripts/run_osx_build.sh b/.scripts/run_osx_build.sh
index 420f051..7f948c4 100755
--- a/.scripts/run_osx_build.sh
+++ b/.scripts/run_osx_build.sh
@@ -7,28 +7,39 @@ source .scripts/logging_utils.sh
 set -xe
 
 MINIFORGE_HOME=${MINIFORGE_HOME:-${HOME}/miniforge3}
+MINIFORGE_HOME=${MINIFORGE_HOME%/} # remove trailing slash
 
-( startgroup "Installing a fresh version of Miniforge" ) 2> /dev/null
-
-MINIFORGE_URL="https://github.com/conda-forge/miniforge/releases/latest/download"
-MINIFORGE_FILE="Miniforge3-MacOSX-$(uname -m).sh"
-curl -L -O "${MINIFORGE_URL}/${MINIFORGE_FILE}"
-rm -rf ${MINIFORGE_HOME}
-bash $MINIFORGE_FILE -b -p ${MINIFORGE_HOME}
-
-( endgroup "Installing a fresh version of Miniforge" ) 2> /dev/null
+( startgroup "Provisioning base env with micromamba" ) 2> /dev/null
+MICROMAMBA_VERSION="1.5.10-0"
+if [[ "$(uname -m)" == "arm64" ]]; then
+  osx_arch="osx-arm64"
+else
+  osx_arch="osx-64"
+fi
+MICROMAMBA_URL="https://github.com/mamba-org/micromamba-releases/releases/download/${MICROMAMBA_VERSION}/micromamba-${osx_arch}"
+MAMBA_ROOT_PREFIX="${MINIFORGE_HOME}-micromamba-$(date +%s)"
+echo "Downloading micromamba ${MICROMAMBA_VERSION}"
+micromamba_exe="$(mktemp -d)/micromamba"
+curl -L -o "${micromamba_exe}" "${MICROMAMBA_URL}"
+chmod +x "${micromamba_exe}"
+echo "Creating environment"
+"${micromamba_exe}" create --yes --root-prefix "${MAMBA_ROOT_PREFIX}" --prefix "${MINIFORGE_HOME}" \
+  --channel conda-forge \
+  pip python=3.12 conda-build conda-forge-ci-setup=4 "conda-build>=24.1"
+echo "Moving pkgs cache from ${MAMBA_ROOT_PREFIX} to ${MINIFORGE_HOME}"
+mv "${MAMBA_ROOT_PREFIX}/pkgs" "${MINIFORGE_HOME}"
+echo "Cleaning up micromamba"
+rm -rf "${MAMBA_ROOT_PREFIX}" "${micromamba_exe}" || true
+( endgroup "Provisioning base env with micromamba" ) 2> /dev/null
 
 ( startgroup "Configuring conda" ) 2> /dev/null
 
-source ${MINIFORGE_HOME}/etc/profile.d/conda.sh
+source "${MINIFORGE_HOME}/etc/profile.d/conda.sh"
 conda activate base
 export CONDA_SOLVER="libmamba"
 export CONDA_LIBMAMBA_SOLVER_NO_CHANNELS_FROM_INSTALLED=1
 
-mamba install --update-specs --quiet --yes --channel conda-forge --strict-channel-priority \
-    pip mamba conda-build conda-forge-ci-setup=4 "conda-build>=24.1"
-mamba update --update-specs --yes --quiet --channel conda-forge --strict-channel-priority \
-    pip mamba conda-build conda-forge-ci-setup=4 "conda-build>=24.1"
+
 
 
 
@@ -88,8 +99,8 @@ else
 
     ( startgroup "Inspecting artifacts" ) 2> /dev/null
 
-    # inspect_artifacts was only added in conda-forge-ci-setup 4.6.0
-    command -v inspect_artifacts >/dev/null 2>&1 && inspect_artifacts || echo "inspect_artifacts needs conda-forge-ci-setup >=4.6.0"
+    # inspect_artifacts was only added in conda-forge-ci-setup 4.9.4
+    command -v inspect_artifacts >/dev/null 2>&1 && inspect_artifacts --recipe-dir ./recipe -m ./.ci_support/${CONFIG}.yaml || echo "inspect_artifacts needs conda-forge-ci-setup >=4.9.4"
 
     ( endgroup "Inspecting artifacts" ) 2> /dev/null
     ( startgroup "Validating outputs" ) 2> /dev/null
diff --git a/.scripts/run_win_build.bat b/.scripts/run_win_build.bat
index 65650bf..d3c0345 100755
--- a/.scripts/run_win_build.bat
+++ b/.scripts/run_win_build.bat
@@ -3,30 +3,52 @@
 :: changes to this script, consider a proposal to conda-smithy so that other feedstocks can also
 :: benefit from the improvement.
 
-:: Note: we assume a Miniforge installation is available
-
 :: INPUTS (required environment variables)
 :: CONFIG: name of the .ci_support/*.yaml file for this job
 :: CI: azure, github_actions, or unset
+:: MINIFORGE_HOME: where to install the base conda environment
 :: UPLOAD_PACKAGES: true or false
 :: UPLOAD_ON_BRANCH: true or false
 
 setlocal enableextensions enabledelayedexpansion
 
+if "%MINIFORGE_HOME%"=="" set "MINIFORGE_HOME=%USERPROFILE%\Miniforge3"
+:: Remove trailing backslash, if present
+if "%MINIFORGE_HOME:~-1%"=="\" set "MINIFORGE_HOME=%MINIFORGE_HOME:~0,-1%"
+call :start_group "Provisioning base env with micromamba"
+set "MAMBA_ROOT_PREFIX=%MINIFORGE_HOME%-micromamba-%RANDOM%"
+set "MICROMAMBA_VERSION=1.5.10-0"
+set "MICROMAMBA_URL=https://github.com/mamba-org/micromamba-releases/releases/download/%MICROMAMBA_VERSION%/micromamba-win-64"
+set "MICROMAMBA_TMPDIR=%TMP%\micromamba-%RANDOM%"
+set "MICROMAMBA_EXE=%MICROMAMBA_TMPDIR%\micromamba.exe"
+
+echo Downloading micromamba %MICROMAMBA_VERSION%
+if not exist "%MICROMAMBA_TMPDIR%" mkdir "%MICROMAMBA_TMPDIR%"
+certutil -urlcache -split -f "%MICROMAMBA_URL%" "%MICROMAMBA_EXE%"
+if !errorlevel! neq 0 exit /b !errorlevel!
+
+echo Creating environment
+call "%MICROMAMBA_EXE%" create --yes --root-prefix "%MAMBA_ROOT_PREFIX%" --prefix "%MINIFORGE_HOME%" ^
+    --channel conda-forge ^
+    pip python=3.12 conda-build conda-forge-ci-setup=4 "conda-build>=24.1"
+if !errorlevel! neq 0 exit /b !errorlevel!
+echo Moving pkgs cache from %MAMBA_ROOT_PREFIX% to %MINIFORGE_HOME%
+move /Y "%MAMBA_ROOT_PREFIX%\pkgs" "%MINIFORGE_HOME%"
+if !errorlevel! neq 0 exit /b !errorlevel!
+echo Removing %MAMBA_ROOT_PREFIX%
+del /S /Q "%MAMBA_ROOT_PREFIX%"
+del /S /Q "%MICROMAMBA_TMPDIR%"
+call :end_group
+
 call :start_group "Configuring conda"
 
 :: Activate the base conda environment
-call activate base
+call "%MINIFORGE_HOME%\Scripts\activate.bat"
 :: Configure the solver
 set "CONDA_SOLVER=libmamba"
 if !errorlevel! neq 0 exit /b !errorlevel!
 set "CONDA_LIBMAMBA_SOLVER_NO_CHANNELS_FROM_INSTALLED=1"
 
-:: Provision the necessary dependencies to build the recipe later
-echo Installing dependencies
-mamba.exe install "python=3.10" pip mamba conda-build conda-forge-ci-setup=4 "conda-build>=24.1" -c conda-forge --strict-channel-priority --yes
-if !errorlevel! neq 0 exit /b !errorlevel!
-
 :: Set basic configuration
 echo Setting up configuration
 setup_conda_rc .\ ".\recipe" .\.ci_support\%CONFIG%.yaml
@@ -48,7 +70,7 @@ if NOT [%HOST_PLATFORM%] == [%BUILD_PLATFORM%] (
 )
 
 if NOT [%flow_run_id%] == [] (
-    set "EXTRA_CB_OPTIONS=%EXTRA_CB_OPTIONS% --extra-meta flow_run_id=%flow_run_id% remote_url=%remote_url% sha=%sha%"
+        set "EXTRA_CB_OPTIONS=%EXTRA_CB_OPTIONS% --extra-meta flow_run_id=%flow_run_id% remote_url=%remote_url% sha=%sha%"
 )
 
 call :end_group
@@ -59,8 +81,8 @@ conda-build.exe "recipe" -m .ci_support\%CONFIG%.yaml --suppress-variables %EXTR
 if !errorlevel! neq 0 exit /b !errorlevel!
 
 call :start_group "Inspecting artifacts"
-:: inspect_artifacts was only added in conda-forge-ci-setup 4.6.0
-WHERE inspect_artifacts >nul 2>nul && inspect_artifacts || echo "inspect_artifacts needs conda-forge-ci-setup >=4.6.0"
+:: inspect_artifacts was only added in conda-forge-ci-setup 4.9.4
+WHERE inspect_artifacts >nul 2>nul && inspect_artifacts --recipe-dir ".\recipe" -m .ci_support\%CONFIG%.yaml || echo "inspect_artifacts needs conda-forge-ci-setup >=4.9.4"
 call :end_group
 
 :: Prepare some environment variables for the upload step
diff --git a/azure-pipelines.yml b/azure-pipelines.yml
index e5306da..32da3d0 100644
--- a/azure-pipelines.yml
+++ b/azure-pipelines.yml
@@ -2,7 +2,32 @@
 # update the conda-forge.yml and/or the recipe/meta.yaml.
 # -*- mode: yaml -*-
 
-jobs:
-  - template: ./.azure-pipelines/azure-pipelines-linux.yml
-  - template: ./.azure-pipelines/azure-pipelines-osx.yml
-  - template: ./.azure-pipelines/azure-pipelines-win.yml
\ No newline at end of file
+stages:
+- stage: Check
+  jobs:
+    - job: Skip
+      pool:
+        vmImage: 'ubuntu-22.04'
+      variables:
+        DECODE_PERCENTS: 'false'
+        RET: 'true'
+      steps:
+      - checkout: self
+        fetchDepth: '2'
+      - bash: |
+          git_log=`git log --max-count=1 --skip=1 --pretty=format:"%B" | tr "\n" " "`
+          echo "##vso[task.setvariable variable=log]$git_log"
+        displayName: Obtain commit message
+      - bash: echo "##vso[task.setvariable variable=RET]false"
+        condition: or(contains(variables.log, '[skip azp]'), contains(variables.log, '[azp skip]'), contains(variables.log, '[skip ci]'), contains(variables.log, '[ci skip]'))
+        displayName: Skip build?
+      - bash: echo "##vso[task.setvariable variable=start_main;isOutput=true]$RET"
+        name: result
+        displayName: Export result
+- stage: Build
+  condition: and(succeeded(), eq(dependencies.Check.outputs['Skip.result.start_main'], 'true'))
+  dependsOn: Check
+  jobs:
+    - template: ./.azure-pipelines/azure-pipelines-linux.yml
+    - template: ./.azure-pipelines/azure-pipelines-osx.yml
+    - template: ./.azure-pipelines/azure-pipelines-win.yml
\ No newline at end of file
diff --git a/build-locally.py b/build-locally.py
index 8ac9b84..6788aea 100755
--- a/build-locally.py
+++ b/build-locally.py
@@ -1,5 +1,5 @@
 #!/bin/sh
-"""exec' "python3" "$0" "$@" #"""  # fmt: off # fmt: on
+"""exec" "python3" "$0" "$@" #"""  # fmt: off # fmt: on
 #
 # This file has been generated by conda-smithy in order to build the recipe
 # locally.
diff --git a/recipe/meta.yaml b/recipe/meta.yaml
index 5c5c400..4058c06 100644
--- a/recipe/meta.yaml
+++ b/recipe/meta.yaml
@@ -13,7 +13,7 @@ source:
     folder: scs_source
 
 build:
-  number: 1
+  number: 2
   string: mkl_py{{ CONDA_PY }}h{{ PKG_HASH }}_{{ PKG_BUILDNUM }}  # [blas_impl == "mkl"]
   string: default_py{{ CONDA_PY }}h{{ PKG_HASH }}_{{ PKG_BUILDNUM }}  # [blas_impl != "mkl"]
   script: