From 48105c61c650b8c8774dd67c80c9d3973d215736 Mon Sep 17 00:00:00 2001
From: Chris Burr <chrisburr@users.noreply.github.com>
Date: Wed, 21 Jan 2026 16:14:52 +0100
Subject: [PATCH 01/11] Modify micromamba version in construct.yaml

Updated micromamba version specification to remove constraints.
---
 construct.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/construct.yaml b/construct.yaml
index 34a1c5d..c141a11 100644
--- a/construct.yaml
+++ b/construct.yaml
@@ -32,7 +32,7 @@ ignore_duplicate_files: true
 # selects an older version to avoid conflicts. This is particularly prone to
 # happening when an old version has incorrect version pins
 specs:
-  - micromamba >=0.22.0,<2
+  - micromamba
   - python 3.11.*
   - pip
   - openssl >=3

From ed12484ceff328a77c4ebabed1d156eb73eff9bc Mon Sep 17 00:00:00 2001
From: Chris Burr <chrisburr@users.noreply.github.com>
Date: Wed, 21 Jan 2026 16:54:41 +0100
Subject: [PATCH 02/11] Change micromamba version specification in workflow

Updated micromamba version specification in the installer creation step.
---
 .github/workflows/build-and-test.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/build-and-test.yml b/.github/workflows/build-and-test.yml
index ac20bc1..673f590 100644
--- a/.github/workflows/build-and-test.yml
+++ b/.github/workflows/build-and-test.yml
@@ -42,7 +42,7 @@ jobs:
           environment-file: scripts/environment.yml
       - name: Create installer
         run: |
-          CONDA_SUBDIR=${{ matrix.target_arch }} conda create --name constructor-${{ matrix.target_arch }} 'micromamba>=0.22,<2'
+          CONDA_SUBDIR=${{ matrix.target_arch }} conda create --name constructor-${{ matrix.target_arch }} micromamba
           CONDA_STANDALONE_PATH="$(conda info --envs | grep constructor-${{ matrix.target_arch }} | sed -E 's@([^ ]+ +)@@g')/bin/micromamba"
           pip install git+https://github.com/conda/constructor.git@3.3.1
           if [ "${{ matrix.target_arch }}" = osx-64 ]; then

From 48b785be0d892626a88330d445f807255d2d5391 Mon Sep 17 00:00:00 2001
From: Chris Burr <chrisburr@users.noreply.github.com>
Date: Wed, 21 Jan 2026 21:43:04 +0100
Subject: [PATCH 03/11] Remove pip install of constructor from workflow

Remove direct installation of constructor from GitHub.
---
 .github/workflows/build-and-test.yml | 1 -
 1 file changed, 1 deletion(-)

diff --git a/.github/workflows/build-and-test.yml b/.github/workflows/build-and-test.yml
index 673f590..185547d 100644
--- a/.github/workflows/build-and-test.yml
+++ b/.github/workflows/build-and-test.yml
@@ -44,7 +44,6 @@ jobs:
         run: |
           CONDA_SUBDIR=${{ matrix.target_arch }} conda create --name constructor-${{ matrix.target_arch }} micromamba
           CONDA_STANDALONE_PATH="$(conda info --envs | grep constructor-${{ matrix.target_arch }} | sed -E 's@([^ ]+ +)@@g')/bin/micromamba"
-          pip install git+https://github.com/conda/constructor.git@3.3.1
           if [ "${{ matrix.target_arch }}" = osx-64 ]; then
               export CONDA_OVERRIDE_OSX=11.0
           elif [ "${{ matrix.target_arch }}" = linux-64 ]; then

From 996cf4116a8d54202aeb651a8033994a89787f64 Mon Sep 17 00:00:00 2001
From: Chris Burr <chrisburr@users.noreply.github.com>
Date: Wed, 21 Jan 2026 21:58:55 +0100
Subject: [PATCH 04/11] Refactor installer creation in build workflow

Removed the creation of a standalone micromamba environment and adjusted the installer command accordingly.
---
 .github/workflows/build-and-test.yml | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/.github/workflows/build-and-test.yml b/.github/workflows/build-and-test.yml
index 185547d..31f3076 100644
--- a/.github/workflows/build-and-test.yml
+++ b/.github/workflows/build-and-test.yml
@@ -42,14 +42,12 @@ jobs:
           environment-file: scripts/environment.yml
       - name: Create installer
         run: |
-          CONDA_SUBDIR=${{ matrix.target_arch }} conda create --name constructor-${{ matrix.target_arch }} micromamba
-          CONDA_STANDALONE_PATH="$(conda info --envs | grep constructor-${{ matrix.target_arch }} | sed -E 's@([^ ]+ +)@@g')/bin/micromamba"
           if [ "${{ matrix.target_arch }}" = osx-64 ]; then
               export CONDA_OVERRIDE_OSX=11.0
           elif [ "${{ matrix.target_arch }}" = linux-64 ]; then
               export CONDA_OVERRIDE_GLIBC=2.17
           fi
-          CONDA_SUBDIR=${{ matrix.target_arch }} constructor . --platform="${{ matrix.target_arch }}" --conda-exe="${CONDA_STANDALONE_PATH}"
+          CONDA_SUBDIR=${{ matrix.target_arch }} constructor . --platform="${{ matrix.target_arch }}"
       - name: Upload installer
         uses: actions/upload-artifact@v4
         with:

From fdb7aa282b764da81c9e0b1937cea698751a8a57 Mon Sep 17 00:00:00 2001
From: Chris Burr <christopher.burr@cern.ch>
Date: Wed, 21 Jan 2026 22:10:18 +0100
Subject: [PATCH 05/11] feat: Build installers natively on each platform

Switch from cross-platform builds on ubuntu-latest to native builds:
- linux-64 on ubuntu-latest
- linux-aarch64 on ubuntu-24.04-arm
- osx-arm64 on macos-14
- osx-64 on macos-15-intel
---
 .github/workflows/build-and-test.yml | 19 +++++++++++--------
 1 file changed, 11 insertions(+), 8 deletions(-)

diff --git a/.github/workflows/build-and-test.yml b/.github/workflows/build-and-test.yml
index 31f3076..2f67158 100644
--- a/.github/workflows/build-and-test.yml
+++ b/.github/workflows/build-and-test.yml
@@ -17,13 +17,21 @@ jobs:
   build-installer:
     name: Build installer
     if: github.repository == 'DIRACGrid/DIRACOS2'
-    runs-on: ubuntu-latest
+    runs-on: ${{ matrix.os }}
     defaults:
       run:
         shell: bash -l {0}
     strategy:
       matrix:
-        target_arch: ["linux-64", "linux-aarch64", "osx-arm64", "osx-64"]
+        include:
+          - target_arch: linux-64
+            os: ubuntu-latest
+          - target_arch: linux-aarch64
+            os: ubuntu-24.04-arm
+          - target_arch: osx-arm64
+            os: macos-14
+          - target_arch: osx-64
+            os: macos-15-intel
     steps:
       - uses: actions/checkout@v3
       - id: get-date
@@ -42,12 +50,7 @@ jobs:
           environment-file: scripts/environment.yml
       - name: Create installer
         run: |
-          if [ "${{ matrix.target_arch }}" = osx-64 ]; then
-              export CONDA_OVERRIDE_OSX=11.0
-          elif [ "${{ matrix.target_arch }}" = linux-64 ]; then
-              export CONDA_OVERRIDE_GLIBC=2.17
-          fi
-          CONDA_SUBDIR=${{ matrix.target_arch }} constructor . --platform="${{ matrix.target_arch }}"
+          constructor .
       - name: Upload installer
         uses: actions/upload-artifact@v4
         with:

From 0e8d3e0b0efb814598044d90165268ecf442ff10 Mon Sep 17 00:00:00 2001
From: Chris Burr <christopher.burr@cern.ch>
Date: Wed, 21 Jan 2026 22:11:10 +0100
Subject: [PATCH 06/11] feat: Add CONDA_OVERRIDE for linux-aarch64 EL8
 compatibility

Set CONDA_OVERRIDE_GLIBC=2.28 for linux-aarch64 to ensure the
installer works on EL8 systems.
---
 .github/workflows/build-and-test.yml | 13 +++++++++++--
 1 file changed, 11 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/build-and-test.yml b/.github/workflows/build-and-test.yml
index 2f67158..89041f8 100644
--- a/.github/workflows/build-and-test.yml
+++ b/.github/workflows/build-and-test.yml
@@ -45,11 +45,19 @@ jobs:
           path: ~/.conda/constructor
           key: ${{ runner.os }}-${{ matrix.target_arch }}-constructor-${{ steps.get-date.outputs.year-and-week }}
       - name: Prepare environment
-        uses: conda-incubator/setup-miniconda@v2
+        uses: conda-incubator/setup-miniconda@v3
         with:
+          miniforge-version: "latest"
           environment-file: scripts/environment.yml
       - name: Create installer
         run: |
+          if [ "${{ matrix.target_arch }}" = osx-64 ]; then
+              export CONDA_OVERRIDE_OSX=11.0
+          elif [ "${{ matrix.target_arch }}" = linux-64 ]; then
+              export CONDA_OVERRIDE_GLIBC=2.17
+          elif [ "${{ matrix.target_arch }}" = linux-aarch64 ]; then
+              export CONDA_OVERRIDE_GLIBC=2.28
+          fi
           constructor .
       - name: Upload installer
         uses: actions/upload-artifact@v4
@@ -97,8 +105,9 @@ jobs:
         with:
           path: artifacts
       - name: Prepare environment
-        uses: conda-incubator/setup-miniconda@v2
+        uses: conda-incubator/setup-miniconda@v3
         with:
+          miniforge-version: "latest"
           environment-file: scripts/environment.yml
       - name: Create release notes64le
         run: |

From a30e3aa3f9e20d5f2450d4182391f0426ff8eea1 Mon Sep 17 00:00:00 2001
From: Chris Burr <christopher.burr@cern.ch>
Date: Thu, 22 Jan 2026 05:34:35 +0100
Subject: [PATCH 07/11] feat: Use micromamba as conda standalone for
 constructor

Switch to mamba-org/setup-micromamba@v2 and use micromamba as the
conda standalone binary for constructor.
---
 .github/workflows/build-and-test.yml | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/.github/workflows/build-and-test.yml b/.github/workflows/build-and-test.yml
index 89041f8..393d718 100644
--- a/.github/workflows/build-and-test.yml
+++ b/.github/workflows/build-and-test.yml
@@ -45,12 +45,13 @@ jobs:
           path: ~/.conda/constructor
           key: ${{ runner.os }}-${{ matrix.target_arch }}-constructor-${{ steps.get-date.outputs.year-and-week }}
       - name: Prepare environment
-        uses: conda-incubator/setup-miniconda@v3
+        uses: mamba-org/setup-micromamba@v2
         with:
-          miniforge-version: "latest"
           environment-file: scripts/environment.yml
       - name: Create installer
         run: |
+          micromamba create --name standalone --yes micromamba
+          CONDA_STANDALONE_PATH="${MAMBA_ROOT_PREFIX}/envs/standalone/bin/micromamba"
           if [ "${{ matrix.target_arch }}" = osx-64 ]; then
               export CONDA_OVERRIDE_OSX=11.0
           elif [ "${{ matrix.target_arch }}" = linux-64 ]; then
@@ -58,7 +59,7 @@ jobs:
           elif [ "${{ matrix.target_arch }}" = linux-aarch64 ]; then
               export CONDA_OVERRIDE_GLIBC=2.28
           fi
-          constructor .
+          constructor . --conda-exe="${CONDA_STANDALONE_PATH}"
       - name: Upload installer
         uses: actions/upload-artifact@v4
         with:
@@ -105,9 +106,8 @@ jobs:
         with:
           path: artifacts
       - name: Prepare environment
-        uses: conda-incubator/setup-miniconda@v3
+        uses: mamba-org/setup-micromamba@v2
         with:
-          miniforge-version: "latest"
           environment-file: scripts/environment.yml
       - name: Create release notes64le
         run: |

From 351132fc0c3ebddb59c46667cb9d65f78dd6cce0 Mon Sep 17 00:00:00 2001
From: Chris Burr <christopher.burr@cern.ch>
Date: Thu, 22 Jan 2026 05:39:28 +0100
Subject: [PATCH 08/11] feat: Add CONDA_OVERRIDE for osx-arm64 and validate
 platform

Add CONDA_OVERRIDE_OSX=13.0 for osx-arm64 and error on unrecognized
platforms.
---
 .github/workflows/build-and-test.yml | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/.github/workflows/build-and-test.yml b/.github/workflows/build-and-test.yml
index 393d718..c455a7b 100644
--- a/.github/workflows/build-and-test.yml
+++ b/.github/workflows/build-and-test.yml
@@ -54,10 +54,15 @@ jobs:
           CONDA_STANDALONE_PATH="${MAMBA_ROOT_PREFIX}/envs/standalone/bin/micromamba"
           if [ "${{ matrix.target_arch }}" = osx-64 ]; then
               export CONDA_OVERRIDE_OSX=11.0
+          elif [ "${{ matrix.target_arch }}" = osx-arm64 ]; then
+              export CONDA_OVERRIDE_OSX=13.0
           elif [ "${{ matrix.target_arch }}" = linux-64 ]; then
               export CONDA_OVERRIDE_GLIBC=2.17
           elif [ "${{ matrix.target_arch }}" = linux-aarch64 ]; then
               export CONDA_OVERRIDE_GLIBC=2.28
+          else
+              echo "Unknown platform: ${{ matrix.target_arch }}"
+              exit 1
           fi
           constructor . --conda-exe="${CONDA_STANDALONE_PATH}"
       - name: Upload installer

From eb52a516c4a2756548f3bbc897e8bb149be739b7 Mon Sep 17 00:00:00 2001
From: Chris Burr <christopher.burr@cern.ch>
Date: Thu, 22 Jan 2026 06:06:36 +0100
Subject: [PATCH 09/11] feat: Use pixi for dependency management and build
 tasks

Replace micromamba/miniconda setup with pixi for simpler CI configuration.
Platform-specific CONDA_OVERRIDE env vars are now defined in pixi.toml
instead of inline shell logic.
---
 .github/workflows/build-and-test.yml |   64 +-
 .github/workflows/release.yaml       |   13 +-
 .gitignore                           |    3 +
 pixi.lock                            | 4393 ++++++++++++++++++++++++++
 pixi.toml                            |   43 +
 scripts/environment.yml              |   19 -
 6 files changed, 4460 insertions(+), 75 deletions(-)
 create mode 100644 pixi.lock
 create mode 100644 pixi.toml
 delete mode 100644 scripts/environment.yml

diff --git a/.github/workflows/build-and-test.yml b/.github/workflows/build-and-test.yml
index c455a7b..60457f5 100644
--- a/.github/workflows/build-and-test.yml
+++ b/.github/workflows/build-and-test.yml
@@ -18,9 +18,6 @@ jobs:
     name: Build installer
     if: github.repository == 'DIRACGrid/DIRACOS2'
     runs-on: ${{ matrix.os }}
-    defaults:
-      run:
-        shell: bash -l {0}
     strategy:
       matrix:
         include:
@@ -33,38 +30,12 @@ jobs:
           - target_arch: osx-64
             os: macos-15-intel
     steps:
-      - uses: actions/checkout@v3
-      - id: get-date
-        run: echo "year-and-week=$(date +"%Y-W%U")" >> $GITHUB_OUTPUT
-        shell: bash
-      - name: Keep constructor cache between invocations
-        # This is big help to avoid needing to transmuting packages every time
-        id: cache-transmuted-packages
-        uses: actions/cache@v3
+      - uses: actions/checkout@v4
+      - uses: prefix-dev/setup-pixi@v0.9.3
         with:
-          path: ~/.conda/constructor
-          key: ${{ runner.os }}-${{ matrix.target_arch }}-constructor-${{ steps.get-date.outputs.year-and-week }}
-      - name: Prepare environment
-        uses: mamba-org/setup-micromamba@v2
-        with:
-          environment-file: scripts/environment.yml
-      - name: Create installer
-        run: |
-          micromamba create --name standalone --yes micromamba
-          CONDA_STANDALONE_PATH="${MAMBA_ROOT_PREFIX}/envs/standalone/bin/micromamba"
-          if [ "${{ matrix.target_arch }}" = osx-64 ]; then
-              export CONDA_OVERRIDE_OSX=11.0
-          elif [ "${{ matrix.target_arch }}" = osx-arm64 ]; then
-              export CONDA_OVERRIDE_OSX=13.0
-          elif [ "${{ matrix.target_arch }}" = linux-64 ]; then
-              export CONDA_OVERRIDE_GLIBC=2.17
-          elif [ "${{ matrix.target_arch }}" = linux-aarch64 ]; then
-              export CONDA_OVERRIDE_GLIBC=2.28
-          else
-              echo "Unknown platform: ${{ matrix.target_arch }}"
-              exit 1
-          fi
-          constructor . --conda-exe="${CONDA_STANDALONE_PATH}"
+          cache: true
+      - name: Build installer
+        run: pixi run build-installer
       - name: Upload installer
         uses: actions/upload-artifact@v4
         with:
@@ -101,22 +72,19 @@ jobs:
     if: github.repository == 'DIRACGrid/DIRACOS2'
     needs: get-info
     runs-on: ubuntu-latest
-    defaults:
-      run:
-        shell: bash -l {0}
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
+      - uses: prefix-dev/setup-pixi@v0.9.3
+        with:
+          cache: true
+          environments: release
       - name: Download artifacts
         uses: actions/download-artifact@v4
         with:
           path: artifacts
-      - name: Prepare environment
-        uses: mamba-org/setup-micromamba@v2
-        with:
-          environment-file: scripts/environment.yml
-      - name: Create release notes64le
+      - name: Create release notes
         run: |
-          scripts/make_release.py \
+          pixi run -e release release-notes \
             --token="${{ secrets.GITHUB_TOKEN }}" \
             --artifacts-dir="${PWD}/artifacts" \
             > release-notes.md
@@ -153,7 +121,7 @@ jobs:
             installer: installer-linux-aarch64
 
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
       - name: Download installer
         uses: actions/download-artifact@v4
         with:
@@ -171,7 +139,7 @@ jobs:
       matrix:
         os: [macos-15-intel]
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
       - name: Download installer
         uses: actions/download-artifact@v4
         with:
@@ -193,7 +161,7 @@ jobs:
       matrix:
         os: [macos-14, macos-15]
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
       - name: Download installer
         uses: actions/download-artifact@v4
         with:
@@ -217,7 +185,7 @@ jobs:
           - rel-v8r0
           - integration
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
       - uses: actions/setup-python@v4
         with:
           python-version: '3.9'
diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml
index 43de633..3fd51eb 100644
--- a/.github/workflows/release.yaml
+++ b/.github/workflows/release.yaml
@@ -16,18 +16,15 @@ jobs:
   create-release:
     if: github.repository == 'DIRACGrid/DIRACOS2'
     runs-on: ubuntu-latest
-    defaults:
-      run:
-        shell: bash -l {0}
     steps:
-      - uses: actions/checkout@v3
-      - name: Prepare environment
-        uses: conda-incubator/setup-miniconda@v2
+      - uses: actions/checkout@v4
+      - uses: prefix-dev/setup-pixi@v0.9.3
         with:
-          environment-file: scripts/environment.yml
+          cache: true
+          environments: release
       - name: Create release
         run: |
-          scripts/make_release.py \
+          pixi run -e release release-notes \
             --token="${{ secrets.GH_TOKEN }}" \
             --run-id="${{ github.event.inputs.run_id }}" \
             --version="${{ github.event.inputs.version }}" \
diff --git a/.gitignore b/.gitignore
index b6e4761..83ca0e8 100644
--- a/.gitignore
+++ b/.gitignore
@@ -127,3 +127,6 @@ dmypy.json
 
 # Pyre type checker
 .pyre/
+
+# Pixi
+.pixi/
diff --git a/pixi.lock b/pixi.lock
new file mode 100644
index 0000000..7b2aba9
--- /dev/null
+++ b/pixi.lock
@@ -0,0 +1,4393 @@
+version: 6
+environments:
+  default:
+    channels:
+    - url: https://conda.anaconda.org/conda-forge/
+    packages:
+      linux-64:
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/noarch/archspec-0.2.5-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/attrs-25.4.0-pyhcf101f3_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/backports.zstd-1.3.0-py313h18e8e13_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/boltons-25.0.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/brotli-python-1.2.0-py313hf159716_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hda65f42_8.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/c-ares-1.34.6-hb03c661_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.1.4-hbd8a1cb_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/certifi-2026.1.4-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/cffi-2.0.0-py313hf46b229_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/charset-normalizer-3.4.4-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/colorama-0.4.6-pyhd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/conda-25.11.1-py313h78bf25f_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/conda-libmamba-solver-25.11.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/conda-package-handling-2.4.0-pyh7900ff3_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/conda-package-streaming-0.12.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/conda-standalone-24.11.0-ha770c72_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/constructor-3.14.0-pyh66a16d4_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/cpp-expected-1.3.1-h171cf75_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/distro-1.9.0-pyhd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/fmt-12.1.0-hff5e90c_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/frozendict-2.4.7-py313h07c4f96_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/h2-4.3.0-pyhcf101f3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/hpack-4.1.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/hyperframe-6.1.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/icu-78.2-h33c6efd_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/idna-3.11-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/jinja2-3.1.6-pyhcf101f3_1.conda
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+  md5: da657125cfc67fe18e4499cf88dbe512
+  depends:
+  - python
+  - cffi >=1.11
+  - zstd >=1.5.7,<1.5.8.0a0
+  - __osx >=10.13
+  - python_abi 3.13.* *_cp313
+  - zstd >=1.5.7,<1.6.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 468984
+  timestamp: 1762512716065
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/zstandard-0.25.0-py313h9734d34_1.conda
+  sha256: c8525ae1a739db3c9b4f901d08fd7811402cf46b61ddf5d63419a3c533e02071
+  md5: 7ac13a947d4d9f57859993c06faf887b
+  depends:
+  - python
+  - cffi >=1.11
+  - zstd >=1.5.7,<1.5.8.0a0
+  - __osx >=11.0
+  - python 3.13.* *_cp313
+  - zstd >=1.5.7,<1.6.0a0
+  - python_abi 3.13.* *_cp313
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 396449
+  timestamp: 1762512722894
+- conda: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.7-hb78ec9c_6.conda
+  sha256: 68f0206ca6e98fea941e5717cec780ed2873ffabc0e1ed34428c061e2c6268c7
+  md5: 4a13eeac0b5c8e5b8ab496e6c4ddd829
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libzlib >=1.3.1,<2.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 601375
+  timestamp: 1764777111296
+- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/zstd-1.5.7-h85ac4a6_6.conda
+  sha256: 569990cf12e46f9df540275146da567d9c618c1e9c7a0bc9d9cfefadaed20b75
+  md5: c3655f82dcea2aa179b291e7099c1fcc
+  depends:
+  - libzlib >=1.3.1,<2.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 614429
+  timestamp: 1764777145593
+- conda: https://conda.anaconda.org/conda-forge/osx-64/zstd-1.5.7-h3eecb57_6.conda
+  sha256: 47101a4055a70a4876ffc87b750ab2287b67eca793f21c8224be5e1ee6394d3f
+  md5: 727109b184d680772e3122f40136d5ca
+  depends:
+  - __osx >=10.13
+  - libzlib >=1.3.1,<2.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 528148
+  timestamp: 1764777156963
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/zstd-1.5.7-hbf9d68e_6.conda
+  sha256: 9485ba49e8f47d2b597dd399e88f4802e100851b27c21d7525625b0b4025a5d9
+  md5: ab136e4c34e97f34fb621d2592a393d8
+  depends:
+  - __osx >=11.0
+  - libzlib >=1.3.1,<2.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 433413
+  timestamp: 1764777166076
diff --git a/pixi.toml b/pixi.toml
new file mode 100644
index 0000000..146b2e9
--- /dev/null
+++ b/pixi.toml
@@ -0,0 +1,43 @@
+[workspace]
+name = "diracos2"
+channels = ["conda-forge"]
+platforms = ["linux-64", "linux-aarch64", "osx-64", "osx-arm64"]
+
+# Core build dependencies
+[dependencies]
+python = ">=3.12"
+pip = "*"
+constructor = "*"
+libmambapy = "*"
+micromamba = "*"
+
+# Feature for release scripts (separate environment, excludes build deps)
+[feature.release.dependencies]
+python = ">=3.12"
+packaging = "*"
+requests = "*"
+uritemplate = "*"
+python-dateutil = "*"
+pytz = "*"
+
+[environments]
+default = { features = [], solve-group = "default" }
+release = { features = ["release"], no-default-feature = true }
+
+[target.linux-64.activation.env]
+CONDA_OVERRIDE_GLIBC = "2.17"
+
+[target.linux-aarch64.activation.env]
+CONDA_OVERRIDE_GLIBC = "2.28"
+
+[target.osx-64.activation.env]
+CONDA_OVERRIDE_OSX = "11.0"
+
+[target.osx-arm64.activation.env]
+CONDA_OVERRIDE_OSX = "13.0"
+
+[tasks]
+build-installer = { cmd = "constructor . --conda-exe=\"$(which micromamba)\"" }
+
+[feature.release.tasks]
+release-notes = { cmd = "scripts/make_release.py" }
diff --git a/scripts/environment.yml b/scripts/environment.yml
deleted file mode 100644
index 5238fce..0000000
--- a/scripts/environment.yml
+++ /dev/null
@@ -1,19 +0,0 @@
-name: diracos2-build-env
-
-channels:
-  - conda-forge
-
-dependencies:
-  - python >=3.8
-  - pip
-  # Constructor itself
-  - constructor
-  - libmambapy
-  # Workaround for https://github.com/conda/conda/issues/12219
-  - conda 22.9.0
-  # For creating release notes and releases
-  - packaging
-  - requests
-  - uritemplate
-  - python-dateutil
-  - pytz

From 89b590d5d2e6c1f308b4f981cb41917ccfd128fd Mon Sep 17 00:00:00 2001
From: Chris Burr <christopher.burr@cern.ch>
Date: Thu, 22 Jan 2026 06:20:46 +0100
Subject: [PATCH 10/11] fix: Update tornado spec for newer conda MatchSpec
 parsing

The glob pattern `tornado *+dirac*` was being mangled by newer conda
versions. Use explicit version `tornado 5.1.1+dirac*` instead.
---
 construct.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/construct.yaml b/construct.yaml
index c141a11..d19b32f 100644
--- a/construct.yaml
+++ b/construct.yaml
@@ -101,7 +101,7 @@ specs:
   - suds >=1.0
   # HACK: Workaround for suds-jerko, see DIRACGrid/DIRAC#6322
   - suds-jurko-compat
-  - tornado *+dirac*
+  - tornado 5.1.1+dirac*
   - xmltodict
   - importlib_resources <6
   - importlib_metadata

From 9a920349b4233f199e0b5a160b2a425db51c0ac8 Mon Sep 17 00:00:00 2001
From: Chris Burr <christopher.burr@cern.ch>
Date: Thu, 22 Jan 2026 06:37:15 +0100
Subject: [PATCH 11/11] fix: Pin Python <3.12 in release environment

The dirac-docs-get-release-notes.py script uses distutils which was
removed in Python 3.12.
---
 pixi.lock | 365 ++++++++++++++++++++++++++++++++----------------------
 pixi.toml |   3 +-
 2 files changed, 220 insertions(+), 148 deletions(-)

diff --git a/pixi.lock b/pixi.lock
index 7b2aba9..463dbdb 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -431,8 +431,8 @@ environments:
       linux-64:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/noarch/backports.zstd-1.3.0-py314h680f03e_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/brotli-python-1.2.0-py314h3de4e8d_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/backports.zstd-1.3.0-py311h6b1f9c4_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/brotli-python-1.2.0-py311h66f275b_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hda65f42_8.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.1.4-hbd8a1cb_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/certifi-2026.1.4-pyhd8ed1ab_0.conda
@@ -446,20 +446,22 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.7.3-hecca717_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libffi-3.5.2-h9ec8514_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.2.0-he0feb66_16.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-15.2.0-h69a702a_16.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.2.0-he0feb66_16.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.2-hb03c661_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libmpdec-4.0.0-hb9d3cd8_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hb9d3cd8_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.51.2-hf4e2dac_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-15.2.0-h934c35e_16.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.41.3-h5347b49_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libxcrypt-4.4.36-hd590300_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/openssl-3.6.0-h26f9b46_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/packaging-25.0-pyh29332c3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pysocks-1.7.1-pyha55dd90_7.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.14.2-h32b2ec7_100_cp314.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.11.14-hd63d673_2_cpython.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/python-dateutil-2.9.0.post0-pyhe01879c_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.14-8_cp314.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.11-8_cp311.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pytz-2025.2-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/readline-8.3-h853b02a_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/requests-2.32.5-pyhcf101f3_1.conda
@@ -471,8 +473,8 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.7-hb78ec9c_6.conda
       linux-aarch64:
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/_openmp_mutex-4.5-2_gnu.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/noarch/backports.zstd-1.3.0-py314h680f03e_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/brotli-python-1.2.0-py314h352cb57_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/backports.zstd-1.3.0-py311h6ce31b0_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/brotli-python-1.2.0-py311h14a79a7_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/bzip2-1.0.8-h4777abc_8.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.1.4-hbd8a1cb_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/certifi-2026.1.4-pyhd8ed1ab_0.conda
@@ -486,20 +488,22 @@ environments:
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       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/libffi-3.5.2-hd65408f_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/libgcc-15.2.0-h8acb6b2_16.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/libgcc-ng-15.2.0-he9431aa_16.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/libgomp-15.2.0-h8acb6b2_16.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/liblzma-5.8.2-he30d5cf_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/libmpdec-4.0.0-h86ecc28_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/libnsl-2.0.1-h86ecc28_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/libsqlite-3.51.2-h10b116e_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/libstdcxx-15.2.0-hef695bb_16.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/libuuid-2.41.3-h1022ec0_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/libxcrypt-4.4.36-h31becfc_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/libzlib-1.3.1-h86ecc28_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/ncurses-6.5-ha32ae93_3.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/openssl-3.6.0-h8e36d6e_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/packaging-25.0-pyh29332c3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pysocks-1.7.1-pyha55dd90_7.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/python-3.14.2-hb06a95a_100_cp314.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/python-3.11.14-h91f4b29_2_cpython.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/python-dateutil-2.9.0.post0-pyhe01879c_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.14-8_cp314.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.11-8_cp311.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pytz-2025.2-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/readline-8.3-hb682ff5_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/requests-2.32.5-pyhcf101f3_1.conda
@@ -510,8 +514,8 @@ environments:
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       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/zstd-1.5.7-h85ac4a6_6.conda
       osx-64:
-      - conda: https://conda.anaconda.org/conda-forge/noarch/backports.zstd-1.3.0-py314h680f03e_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/osx-64/brotli-python-1.2.0-py314h3262eb8_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-64/backports.zstd-1.3.0-py311hdc67420_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-64/brotli-python-1.2.0-py311h7e844b6_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/bzip2-1.0.8-h500dc9f_8.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.1.4-hbd8a1cb_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/certifi-2026.1.4-pyhd8ed1ab_0.conda
@@ -524,16 +528,15 @@ environments:
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-      - conda: https://conda.anaconda.org/conda-forge/osx-64/python-3.14.2-hf88997e_100_cp314.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-64/python-3.11.14-h74c2667_2_cpython.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/python-dateutil-2.9.0.post0-pyhe01879c_2.conda
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+      - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.11-8_cp311.conda
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@@ -544,8 +547,8 @@ environments:
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       osx-arm64:
-      - conda: https://conda.anaconda.org/conda-forge/noarch/backports.zstd-1.3.0-py314h680f03e_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/brotli-python-1.2.0-py314h3daef5d_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/backports.zstd-1.3.0-py311hee243d0_0.conda
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-      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/python-3.14.2-h40d2674_100_cp314.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/python-3.11.14-h18782d2_2_cpython.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/python-dateutil-2.9.0.post0-pyhe01879c_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.14-8_cp314.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.11-8_cp311.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pytz-2025.2-pyhd8ed1ab_0.conda
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       - conda: https://conda.anaconda.org/conda-forge/noarch/requests-2.32.5-pyhcf101f3_1.conda
@@ -628,6 +630,18 @@ packages:
   license_family: MIT
   size: 64759
   timestamp: 1764875182184
+- conda: https://conda.anaconda.org/conda-forge/linux-64/backports.zstd-1.3.0-py311h6b1f9c4_0.conda
+  sha256: 246e50ec7fc222875c6ecfa3feab77f5661dc43e26397bc01d9e0310e3cd48a0
+  md5: adda5ef2a74c9bdb338ff8a51192898a
+  depends:
+  - python
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=14
+  - python_abi 3.11.* *_cp311
+  - zstd >=1.5.7,<1.6.0a0
+  license: BSD-3-Clause AND MIT AND EPL-2.0
+  size: 244920
+  timestamp: 1767044984647
 - conda: https://conda.anaconda.org/conda-forge/linux-64/backports.zstd-1.3.0-py313h18e8e13_0.conda
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@@ -640,6 +654,18 @@ packages:
   license: BSD-3-Clause AND MIT AND EPL-2.0
   size: 240943
   timestamp: 1767044981366
+- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/backports.zstd-1.3.0-py311h6ce31b0_0.conda
+  sha256: b11baef215becac7d657289bc4171640be7ec6ff5068d3f9fb8a2b0e06242852
+  md5: 219e216268cad83c58f10435ce2001fb
+  depends:
+  - python
+  - python 3.11.* *_cpython
+  - libgcc >=14
+  - zstd >=1.5.7,<1.6.0a0
+  - python_abi 3.11.* *_cp311
+  license: BSD-3-Clause AND MIT AND EPL-2.0
+  size: 250129
+  timestamp: 1767044999147
 - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/backports.zstd-1.3.0-py313h3d57138_0.conda
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   size: 247081
   timestamp: 1767045002495
-- conda: https://conda.anaconda.org/conda-forge/noarch/backports.zstd-1.3.0-py314h680f03e_0.conda
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-  md5: a2ac7763a9ac75055b68f325d3255265
+- conda: https://conda.anaconda.org/conda-forge/osx-64/backports.zstd-1.3.0-py311hdc67420_0.conda
+  sha256: 7230ab90abf6bb3c3ee13e4d4bd22d9f1c3c08f1462c07909a8fbabd19dae92f
+  md5: 81100ad214bd892d904a81cacfb5b988
   depends:
-  - python >=3.14
+  - python
+  - __osx >=10.13
+  - zstd >=1.5.7,<1.6.0a0
+  - python_abi 3.11.* *_cp311
   license: BSD-3-Clause AND MIT AND EPL-2.0
-  size: 7514
-  timestamp: 1767044983590
+  size: 243615
+  timestamp: 1767044978242
 - conda: https://conda.anaconda.org/conda-forge/osx-64/backports.zstd-1.3.0-py313h591e92b_0.conda
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@@ -672,6 +700,18 @@ packages:
   license: BSD-3-Clause AND MIT AND EPL-2.0
   size: 241212
   timestamp: 1767044991370
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/backports.zstd-1.3.0-py311hee243d0_0.conda
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+  md5: 6838fc10cc74fe2feb818e2add03d328
+  depends:
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+  - __osx >=11.0
+  - python 3.11.* *_cpython
+  - zstd >=1.5.7,<1.6.0a0
+  - python_abi 3.11.* *_cp311
+  license: BSD-3-Clause AND MIT AND EPL-2.0
+  size: 246748
+  timestamp: 1767045020742
 - conda: https://conda.anaconda.org/conda-forge/osx-arm64/backports.zstd-1.3.0-py313h48bb75e_0.conda
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@@ -693,6 +733,21 @@ packages:
   license_family: BSD
   size: 302296
   timestamp: 1749686302834
+- conda: https://conda.anaconda.org/conda-forge/linux-64/brotli-python-1.2.0-py311h66f275b_1.conda
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+  md5: 86daecb8e4ed1042d5dc6efbe0152590
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+  - libgcc >=14
+  - libstdcxx >=14
+  - python >=3.11,<3.12.0a0
+  - python_abi 3.11.* *_cp311
+  constrains:
+  - libbrotlicommon 1.2.0 hb03c661_1
+  license: MIT
+  license_family: MIT
+  size: 367573
+  timestamp: 1764017405384
 - conda: https://conda.anaconda.org/conda-forge/linux-64/brotli-python-1.2.0-py313hf159716_1.conda
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   timestamp: 1764017371123
-- conda: https://conda.anaconda.org/conda-forge/linux-64/brotli-python-1.2.0-py314h3de4e8d_1.conda
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-  md5: 8910d2c46f7e7b519129f486e0fe927a
+- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/brotli-python-1.2.0-py311h14a79a7_1.conda
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+  md5: 292e7c014bfab5c77a2ff9c92728bb50
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   - libgcc >=14
   - libstdcxx >=14
-  - python >=3.14,<3.15.0a0
-  - python_abi 3.14.* *_cp314
+  - python >=3.11,<3.12.0a0
+  - python >=3.11,<3.12.0a0 *_cpython
+  - python_abi 3.11.* *_cp311
   constrains:
-  - libbrotlicommon 1.2.0 hb03c661_1
+  - libbrotlicommon 1.2.0 he30d5cf_1
   license: MIT
   license_family: MIT
-  size: 367376
-  timestamp: 1764017265553
+  size: 373346
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 - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/brotli-python-1.2.0-py313hb260801_1.conda
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-- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/brotli-python-1.2.0-py314h352cb57_1.conda
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-  md5: a1b5c571a0923a205d663d8678df4792
+- conda: https://conda.anaconda.org/conda-forge/osx-64/brotli-python-1.2.0-py311h7e844b6_1.conda
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+  md5: ae49e04114f7f1673920fdbf326a047f
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-  - libstdcxx >=14
-  - python >=3.14,<3.15.0a0
-  - python >=3.14,<3.15.0a0 *_cp314
-  - python_abi 3.14.* *_cp314
+  - __osx >=10.13
+  - libcxx >=19
+  - python >=3.11,<3.12.0a0
+  - python_abi 3.11.* *_cp311
   constrains:
-  - libbrotlicommon 1.2.0 he30d5cf_1
+  - libbrotlicommon 1.2.0 h8616949_1
   license: MIT
   license_family: MIT
-  size: 373193
-  timestamp: 1764017486851
+  size: 389997
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 - conda: https://conda.anaconda.org/conda-forge/osx-64/brotli-python-1.2.0-py313h8d69aa9_1.conda
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-- conda: https://conda.anaconda.org/conda-forge/osx-64/brotli-python-1.2.0-py314h3262eb8_1.conda
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-  md5: 389d75a294091e0d7fa5a6fc683c4d50
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/brotli-python-1.2.0-py311hdc60ec4_1.conda
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+  md5: 150cbf381febcf0a5e470a8d066e1bc0
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+  - __osx >=11.0
   - libcxx >=19
-  - python >=3.14,<3.15.0a0
-  - python_abi 3.14.* *_cp314
+  - python >=3.11,<3.12.0a0
+  - python >=3.11,<3.12.0a0 *_cpython
+  - python_abi 3.11.* *_cp311
   constrains:
-  - libbrotlicommon 1.2.0 h8616949_1
+  - libbrotlicommon 1.2.0 hc919400_1
   license: MIT
   license_family: MIT
-  size: 390153
-  timestamp: 1764017784596
+  size: 359588
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 - conda: https://conda.anaconda.org/conda-forge/osx-arm64/brotli-python-1.2.0-py313hde1f3bb_1.conda
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@@ -796,21 +851,6 @@ packages:
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-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/brotli-python-1.2.0-py314h3daef5d_1.conda
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-  - python_abi 3.14.* *_cp314
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-  license: MIT
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   timestamp: 1756835746393
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hb9d3cd8_1.conda
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+- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/libnsl-2.0.1-h86ecc28_1.conda
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@@ -2746,6 +2805,22 @@ packages:
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   timestamp: 1727278733917
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libxcrypt-4.4.36-hd590300_1.conda
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+  md5: 5aa797f8787fe7a17d1b0821485b5adc
+  depends:
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+  license: LGPL-2.1-or-later
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+  timestamp: 1702724383534
+- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/libxcrypt-4.4.36-h31becfc_1.conda
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+  md5: b4df5d7d4b63579d081fd3a4cf99740e
+  depends:
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+  license: LGPL-2.1-or-later
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+  timestamp: 1702724369203
 - conda: https://conda.anaconda.org/conda-forge/linux-64/libxml2-2.15.1-he237659_1.conda
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@@ -3446,6 +3521,33 @@ packages:
   license_family: BSD
   size: 21085
   timestamp: 1733217331982
+- conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.11.14-hd63d673_2_cpython.conda
+  build_number: 2
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+  md5: c4202a55b4486314fbb8c11bc43a29a0
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+  - ld_impl_linux-64 >=2.36.1
+  - libexpat >=2.7.1,<3.0a0
+  - libffi >=3.5.2,<3.6.0a0
+  - libgcc >=14
+  - liblzma >=5.8.1,<6.0a0
+  - libnsl >=2.0.1,<2.1.0a0
+  - libsqlite >=3.50.4,<4.0a0
+  - libuuid >=2.41.2,<3.0a0
+  - libxcrypt >=4.4.36
+  - libzlib >=1.3.1,<2.0a0
+  - ncurses >=6.5,<7.0a0
+  - openssl >=3.5.4,<4.0a0
+  - readline >=8.2,<9.0a0
+  - tk >=8.6.13,<8.7.0a0
+  - tzdata
+  constrains:
+  - python_abi 3.11.* *_cp311
+  license: Python-2.0
+  size: 30874708
+  timestamp: 1761174520369
 - conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.13.11-hc97d973_100_cp313.conda
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@@ -3472,33 +3574,32 @@ packages:
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-- conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.14.2-h32b2ec7_100_cp314.conda
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-  md5: 1cef1236a05c3a98f68c33ae9425f656
+- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/python-3.11.14-h91f4b29_2_cpython.conda
+  build_number: 2
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+  md5: 622ae39bb186be3eeeaa564a9c7e1eec
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   - bzip2 >=1.0.8,<2.0a0
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-  - libexpat >=2.7.3,<3.0a0
+  - ld_impl_linux-aarch64 >=2.36.1
+  - libexpat >=2.7.1,<3.0a0
   - libffi >=3.5.2,<3.6.0a0
   - libgcc >=14
   - liblzma >=5.8.1,<6.0a0
-  - libmpdec >=4.0.0,<5.0a0
-  - libsqlite >=3.51.1,<4.0a0
+  - libnsl >=2.0.1,<2.1.0a0
+  - libsqlite >=3.50.4,<4.0a0
   - libuuid >=2.41.2,<3.0a0
+  - libxcrypt >=4.4.36
   - libzlib >=1.3.1,<2.0a0
   - ncurses >=6.5,<7.0a0
   - openssl >=3.5.4,<4.0a0
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   - tk >=8.6.13,<8.7.0a0
   - tzdata
-  - zstd >=1.5.7,<1.6.0a0
+  constrains:
+  - python_abi 3.11.* *_cp311
   license: Python-2.0
-  size: 36790521
-  timestamp: 1765021515427
-  python_site_packages_path: lib/python3.14/site-packages
+  size: 15534042
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 - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/python-3.13.11-h4c0d347_100_cp313.conda
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@@ -3524,32 +3625,28 @@ packages:
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-- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/python-3.14.2-hb06a95a_100_cp314.conda
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-  md5: 432459e6961a5bc4cfe7cd080aee721a
+- conda: https://conda.anaconda.org/conda-forge/osx-64/python-3.11.14-h74c2667_2_cpython.conda
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   - bzip2 >=1.0.8,<2.0a0
-  - ld_impl_linux-aarch64 >=2.36.1
-  - libexpat >=2.7.3,<3.0a0
+  - libexpat >=2.7.1,<3.0a0
   - libffi >=3.5.2,<3.6.0a0
-  - libgcc >=14
   - liblzma >=5.8.1,<6.0a0
-  - libmpdec >=4.0.0,<5.0a0
-  - libsqlite >=3.51.1,<4.0a0
-  - libuuid >=2.41.2,<3.0a0
+  - libsqlite >=3.50.4,<4.0a0
   - libzlib >=1.3.1,<2.0a0
   - ncurses >=6.5,<7.0a0
   - openssl >=3.5.4,<4.0a0
-  - python_abi 3.14.* *_cp314
   - readline >=8.2,<9.0a0
   - tk >=8.6.13,<8.7.0a0
   - tzdata
-  - zstd >=1.5.7,<1.6.0a0
+  constrains:
+  - python_abi 3.11.* *_cp311
   license: Python-2.0
-  size: 37217543
-  timestamp: 1765020325291
-  python_site_packages_path: lib/python3.14/site-packages
+  size: 15697126
+  timestamp: 1761174493171
 - conda: https://conda.anaconda.org/conda-forge/osx-64/python-3.13.11-h17c18a5_100_cp313.conda
   build_number: 100
   sha256: 58e23beaf3174a809c785900477c37df9f88993b5a3ccd0d76d57d6688a1be37
@@ -3573,30 +3670,28 @@ packages:
   size: 17360881
   timestamp: 1765022591905
   python_site_packages_path: lib/python3.13/site-packages
-- conda: https://conda.anaconda.org/conda-forge/osx-64/python-3.14.2-hf88997e_100_cp314.conda
-  build_number: 100
-  sha256: cd9d41368cb7c531e82fbfdb01e274efbb176c464b59ec619538dd2580602191
-  md5: 48921d5efb314c3e628089fc6e27e54a
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/python-3.11.14-h18782d2_2_cpython.conda
+  build_number: 2
+  sha256: 64a2bc6be8582fae75f1f2da7bdc49afd81c2793f65bb843fc37f53c99734063
+  md5: da948e6cd735249ab4cfbb3fdede785e
   depends:
-  - __osx >=10.13
+  - __osx >=11.0
   - bzip2 >=1.0.8,<2.0a0
-  - libexpat >=2.7.3,<3.0a0
+  - libexpat >=2.7.1,<3.0a0
   - libffi >=3.5.2,<3.6.0a0
   - liblzma >=5.8.1,<6.0a0
-  - libmpdec >=4.0.0,<5.0a0
-  - libsqlite >=3.51.1,<4.0a0
+  - libsqlite >=3.50.4,<4.0a0
   - libzlib >=1.3.1,<2.0a0
   - ncurses >=6.5,<7.0a0
   - openssl >=3.5.4,<4.0a0
-  - python_abi 3.14.* *_cp314
   - readline >=8.2,<9.0a0
   - tk >=8.6.13,<8.7.0a0
   - tzdata
-  - zstd >=1.5.7,<1.6.0a0
+  constrains:
+  - python_abi 3.11.* *_cp311
   license: Python-2.0
-  size: 14323056
-  timestamp: 1765026108189
-  python_site_packages_path: lib/python3.14/site-packages
+  size: 14788204
+  timestamp: 1761174033541
 - conda: https://conda.anaconda.org/conda-forge/osx-arm64/python-3.13.11-hfc2f54d_100_cp313.conda
   build_number: 100
   sha256: c476f4e9b6d97c46b496b442878924868a54e5727251549ebfc82027aa52af68
@@ -3620,30 +3715,6 @@ packages:
   size: 12920650
   timestamp: 1765020887340
   python_site_packages_path: lib/python3.13/site-packages
-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/python-3.14.2-h40d2674_100_cp314.conda
-  build_number: 100
-  sha256: 1a93782e90b53e04c2b1a50a0f8bf0887936649d19dba6a05b05c4b44dae96b7
-  md5: 14f15ab0d31a2ee5635aa56e77132594
-  depends:
-  - __osx >=11.0
-  - bzip2 >=1.0.8,<2.0a0
-  - libexpat >=2.7.3,<3.0a0
-  - libffi >=3.5.2,<3.6.0a0
-  - liblzma >=5.8.1,<6.0a0
-  - libmpdec >=4.0.0,<5.0a0
-  - libsqlite >=3.51.1,<4.0a0
-  - libzlib >=1.3.1,<2.0a0
-  - ncurses >=6.5,<7.0a0
-  - openssl >=3.5.4,<4.0a0
-  - python_abi 3.14.* *_cp314
-  - readline >=8.2,<9.0a0
-  - tk >=8.6.13,<8.7.0a0
-  - tzdata
-  - zstd >=1.5.7,<1.6.0a0
-  license: Python-2.0
-  size: 13575758
-  timestamp: 1765021280625
-  python_site_packages_path: lib/python3.14/site-packages
 - conda: https://conda.anaconda.org/conda-forge/noarch/python-dateutil-2.9.0.post0-pyhe01879c_2.conda
   sha256: d6a17ece93bbd5139e02d2bd7dbfa80bee1a4261dced63f65f679121686bf664
   md5: 5b8d21249ff20967101ffa321cab24e8
@@ -3655,6 +3726,16 @@ packages:
   license_family: APACHE
   size: 233310
   timestamp: 1751104122689
+- conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.11-8_cp311.conda
+  build_number: 8
+  sha256: fddf123692aa4b1fc48f0471e346400d9852d96eeed77dbfdd746fa50a8ff894
+  md5: 8fcb6b0e2161850556231336dae58358
+  constrains:
+  - python 3.11.* *_cpython
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 7003
+  timestamp: 1752805919375
 - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.13-8_cp313.conda
   build_number: 8
   sha256: 210bffe7b121e651419cb196a2a63687b087497595c9be9d20ebe97dd06060a7
@@ -3665,16 +3746,6 @@ packages:
   license_family: BSD
   size: 7002
   timestamp: 1752805902938
-- conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.14-8_cp314.conda
-  build_number: 8
-  sha256: ad6d2e9ac39751cc0529dd1566a26751a0bf2542adb0c232533d32e176e21db5
-  md5: 0539938c55b6b1a59b560e843ad864a4
-  constrains:
-  - python 3.14.* *_cp314
-  license: BSD-3-Clause
-  license_family: BSD
-  size: 6989
-  timestamp: 1752805904792
 - conda: https://conda.anaconda.org/conda-forge/noarch/pytz-2025.2-pyhd8ed1ab_0.conda
   sha256: 8d2a8bf110cc1fc3df6904091dead158ba3e614d8402a83e51ed3a8aa93cdeb0
   md5: bc8e3267d44011051f2eb14d22fb0960
diff --git a/pixi.toml b/pixi.toml
index 146b2e9..6459931 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -13,7 +13,8 @@ micromamba = "*"
 
 # Feature for release scripts (separate environment, excludes build deps)
 [feature.release.dependencies]
-python = ">=3.12"
+# Pin to <3.12 as dirac-docs-get-release-notes.py uses distutils
+python = ">=3.11,<3.12"
 packaging = "*"
 requests = "*"
 uritemplate = "*"