diff --git a/.gitattributes b/.gitattributes
new file mode 100644
index 0000000..16ef5c5
--- /dev/null
+++ b/.gitattributes
@@ -0,0 +1,3 @@
+# GitHub syntax highlighting
+pixi.lock linguist-language=YAML
+
diff --git a/.github/workflows/ci-windows.yml b/.github/workflows/ci-windows.yml
index e31cda6..e299dad 100644
--- a/.github/workflows/ci-windows.yml
+++ b/.github/workflows/ci-windows.yml
@@ -16,17 +16,11 @@ jobs:
 
     steps:
     - uses: actions/checkout@v2
-    - uses: conda-incubator/setup-miniconda@v2
+    - uses: prefix-dev/setup-pixi@v0.4.1
       with:
-        environment-file: .github/environment-windows.yml
-        miniforge-variant: Mambaforge
-        miniforge-version: latest
-        activate-environment: test
-        use-mamba: true
-    - name: Install
-      run: |
-        python -m pip install --upgrade pip
-        pip install pdm nox
+        pixi-version: v0.11.1
+        cache: false
     - name: Tests
       run: |
-        nox -s test_without_pythran test_with_pythran
+        pixi run install-editable
+        make tests_coverage
diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 8b7d3e1..a2471a0 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,4 +1,5 @@
 stages:
+  - pixi
   - image
   - lint
   - test
@@ -11,6 +12,14 @@ variables:
 
 image: registry.heptapod.net:443/fluiddyn/transonic/ci/default:stable
 
+pixi:test:
+  stage: pixi
+  image: registry.heptapod.net:443/fluiddyn/fluidsim/ci/default:pixi
+  script:
+    - pixi info
+    - pixi run install-editable
+    - pixi run make tests_coverage
+
 # Build an image for the above tasks; this should be a scheduled job, as
 # it is quite unnecessary to run on every invocation.
 image:build:
diff --git a/.hgignore b/.hgignore
index e777213..fda5ebe 100644
--- a/.hgignore
+++ b/.hgignore
@@ -18,6 +18,7 @@ dist*
 .tox
 .coverage
 .nox
+.pixi
 
 **/tmp*.py
 
diff --git a/noxfile.py b/noxfile.py
index ba2f621..a2b44e3 100644
--- a/noxfile.py
+++ b/noxfile.py
@@ -18,7 +18,7 @@ def _install_base(session):
 
     py_version = session.python if session.python is not None else sys.version.split(maxsplit=1)[0]
     if version.parse(py_version) < version.parse("3.12"):
-        session.run_always("pip", "install", "numba")
+        session.install("numba")
 
 
 @nox.session
diff --git a/pixi.lock b/pixi.lock
new file mode 100644
index 0000000..02c771d
--- /dev/null
+++ b/pixi.lock
@@ -0,0 +1,2745 @@
+version: 3
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+    used_env_vars: []
+  platforms:
+  - linux-64
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+  time_metadata: null
+  git_metadata: null
+  inputs_metadata: null
+  custom_metadata: null
+package:
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+  license: None
+  size: 2562
+  timestamp: 1578324546067
+- platform: linux-64
+  name: _openmp_mutex
+  version: '4.5'
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+  - libgomp >=7.5.0
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+  noarch: python
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+  build_number: 16
+  license: LGPL-2.0-or-later AND LGPL-2.0-or-later WITH exceptions AND GPL-2.0-or-later AND MPL-2.0
+  license_family: GPL
+  noarch: generic
+  size: 15277813
+  timestamp: 1689214980563
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+  version: 8.6.13
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+  build: noxft_h4845f30_101
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+  build_number: 101
+  license: TCL
+  license_family: BSD
+  size: 3318875
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+- platform: linux-64
+  name: toml
+  version: 0.10.2
+  category: main
+  manager: conda
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+  license: MIT
+  license_family: MIT
+  noarch: python
+  size: 18433
+  timestamp: 1604308660817
+  purls:
+  - pkg:pypi/toml
+- platform: linux-64
+  name: tomli
+  version: 2.0.1
+  category: main
+  manager: conda
+  dependencies:
+  - python >=3.7
+  url: https://conda.anaconda.org/conda-forge/noarch/tomli-2.0.1-pyhd8ed1ab_0.tar.bz2
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+  license_family: MIT
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+  size: 15940
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+- platform: linux-64
+  name: tornado
+  version: 6.3.3
+  category: main
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+  - libgcc-ng >=12
+  - python >=3.11,<3.12.0a0
+  - python_abi 3.11.* *_cp311
+  url: https://conda.anaconda.org/conda-forge/linux-64/tornado-6.3.3-py311h459d7ec_1.conda
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+  build: py311h459d7ec_1
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+  build_number: 1
+  license: Apache-2.0
+  license_family: Apache
+  size: 843714
+  timestamp: 1695373626426
+  purls:
+  - pkg:pypi/tornado
+- platform: linux-64
+  name: traitlets
+  version: 5.14.1
+  category: main
+  manager: conda
+  dependencies:
+  - python >=3.8
+  url: https://conda.anaconda.org/conda-forge/noarch/traitlets-5.14.1-pyhd8ed1ab_0.conda
+  hash:
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+  build: pyhd8ed1ab_0
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+  license_family: BSD
+  noarch: python
+  size: 110329
+  timestamp: 1704213177224
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+- platform: linux-64
+  name: typing_extensions
+  version: 4.9.0
+  category: main
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+  - python >=3.8
+  url: https://conda.anaconda.org/conda-forge/noarch/typing_extensions-4.9.0-pyha770c72_0.conda
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+  noarch: python
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+  - pkg:pypi/typing-extensions
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+  name: tzdata
+  version: 2023d
+  category: main
+  manager: conda
+  dependencies: []
+  url: https://conda.anaconda.org/conda-forge/noarch/tzdata-2023d-h0c530f3_0.conda
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+  build_number: 0
+  license: LicenseRef-Public-Domain
+  noarch: generic
+  size: 119639
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+- platform: linux-64
+  name: virtualenv
+  version: 20.25.0
+  category: main
+  manager: pypi
+  requires_dist:
+  - distlib <1, >=0.3.7
+  - filelock <4, >=3.12.2
+  - importlib-metadata >=6.6 ; python_version < '3.8'
+  - platformdirs <5, >=3.9.1
+  - furo >=2023.7.26 ; extra == 'docs'
+  - proselint >=0.13 ; extra == 'docs'
+  - sphinx-argparse >=0.4 ; extra == 'docs'
+  - sphinx >=7.1.2 ; extra == 'docs'
+  - sphinxcontrib-towncrier >=0.2.1a0 ; extra == 'docs'
+  - towncrier >=23.6 ; extra == 'docs'
+  - covdefaults >=2.3 ; extra == 'test'
+  - coverage-enable-subprocess >=1 ; extra == 'test'
+  - coverage >=7.2.7 ; extra == 'test'
+  - flaky >=3.7 ; extra == 'test'
+  - packaging >=23.1 ; extra == 'test'
+  - pytest-env >=0.8.2 ; extra == 'test'
+  - pytest-freezer >=0.4.8 ; platform_python_implementation == 'PyPy' and extra == 'test'
+  - pytest-mock >=3.11.1 ; extra == 'test'
+  - pytest-randomly >=3.12 ; extra == 'test'
+  - pytest-timeout >=2.1 ; extra == 'test'
+  - pytest >=7.4 ; extra == 'test'
+  - setuptools >=68 ; extra == 'test'
+  - time-machine >=2.10 ; platform_python_implementation == 'CPython' and extra == 'test'
+  requires_python: '>=3.7'
+  url: https://files.pythonhosted.org/packages/83/22/54b1180756d2d6194bcafb7425d437c3034c4bff92129c3e1e633079e2c4/virtualenv-20.25.0-py3-none-any.whl#sha256=4238949c5ffe6876362d9c0180fc6c3a824a7b12b80604eeb8085f2ed7460de3
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+- platform: linux-64
+  name: wcwidth
+  version: 0.2.13
+  category: main
+  manager: conda
+  dependencies:
+  - python >=3.8
+  url: https://conda.anaconda.org/conda-forge/noarch/wcwidth-0.2.13-pyhd8ed1ab_0.conda
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+  build: pyhd8ed1ab_0
+  arch: x86_64
+  subdir: linux-64
+  build_number: 0
+  license: MIT
+  license_family: MIT
+  noarch: python
+  size: 32709
+  timestamp: 1704731373922
+  purls:
+  - pkg:pypi/wcwidth
+- platform: linux-64
+  name: wheel
+  version: 0.42.0
+  category: main
+  manager: conda
+  dependencies:
+  - python >=3.7
+  url: https://conda.anaconda.org/conda-forge/noarch/wheel-0.42.0-pyhd8ed1ab_0.conda
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+    sha256: 80be0ccc815ce22f80c141013302839b0ed938a2edb50b846cf48d8a8c1cfa01
+  build: pyhd8ed1ab_0
+  arch: x86_64
+  subdir: linux-64
+  build_number: 0
+  license: MIT
+  license_family: MIT
+  noarch: python
+  size: 57553
+  timestamp: 1701013309664
+  purls:
+  - pkg:pypi/wheel
+- platform: linux-64
+  name: xz
+  version: 5.2.6
+  category: main
+  manager: conda
+  dependencies:
+  - libgcc-ng >=12
+  url: https://conda.anaconda.org/conda-forge/linux-64/xz-5.2.6-h166bdaf_0.tar.bz2
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+    sha256: 03a6d28ded42af8a347345f82f3eebdd6807a08526d47899a42d62d319609162
+  build: h166bdaf_0
+  arch: x86_64
+  subdir: linux-64
+  build_number: 0
+  license: LGPL-2.1 and GPL-2.0
+  size: 418368
+  timestamp: 1660346797927
+- platform: linux-64
+  name: zeromq
+  version: 4.3.5
+  category: main
+  manager: conda
+  dependencies:
+  - libgcc-ng >=12
+  - libsodium >=1.0.18,<1.0.19.0a0
+  - libstdcxx-ng >=12
+  url: https://conda.anaconda.org/conda-forge/linux-64/zeromq-4.3.5-h59595ed_0.conda
+  hash:
+    md5: 8851084c192dbc56215ac4e3c9aa30fa
+    sha256: 53bf2a18224406e9806adb3b270a2c8a028aca0c89bd40114a85d6446f5c98d1
+  build: h59595ed_0
+  arch: x86_64
+  subdir: linux-64
+  build_number: 0
+  license: MPL-2.0
+  license_family: MOZILLA
+  size: 343455
+  timestamp: 1697056638125
+- platform: linux-64
+  name: zipp
+  version: 3.17.0
+  category: main
+  manager: conda
+  dependencies:
+  - python >=3.8
+  url: https://conda.anaconda.org/conda-forge/noarch/zipp-3.17.0-pyhd8ed1ab_0.conda
+  hash:
+    md5: 2e4d6bc0b14e10f895fc6791a7d9b26a
+    sha256: bced1423fdbf77bca0a735187d05d9b9812d2163f60ab426fc10f11f92ecbe26
+  build: pyhd8ed1ab_0
+  arch: x86_64
+  subdir: linux-64
+  build_number: 0
+  license: MIT
+  license_family: MIT
+  noarch: python
+  size: 18954
+  timestamp: 1695255262261
+  purls:
+  - pkg:pypi/zipp
diff --git a/pixi.toml b/pixi.toml
new file mode 100644
index 0000000..dea029c
--- /dev/null
+++ b/pixi.toml
@@ -0,0 +1,34 @@
+[project]
+name = "transonic"
+version = "0.1.0"
+description = "Add a short description here"
+channels = ["conda-forge"]
+platforms = ["linux-64"]
+
+[tasks]
+# use as `pixi run install-editable`
+install-dependencies = "pixi install && pip install -e ./_transonic_testing"
+install-editable = {cmd = "pip install -e . -v --no-deps", depends_on = ["install-dependencies"]}
+
+[dependencies]
+beniget = ">=0.4.1,<0.5"
+autopep8 = ">=2.0.4"
+gast = ">=0.5.4,<0.6"
+numpy = ">=1.26.3"
+nbval = ">=0.10.0,<0.11"
+scipy = ">=1.11.4,<1.12"
+pytest = ">=7.4.4,<7.5"
+pytest-cov = ">=4.1.0,<4.2"
+coverage = ">=7.4.0,<7.5"
+black = ">=23.12.1,<23.13"
+mpi4py = ">=3.1.5,<3.2"
+pip = ">=23.3.2,<23.4"
+numba = ">=0.58.1,<0.59"
+cython = ">=3.0.7,<3.1"
+pythran = ">=0.15.0,<0.16"
+
+[build-dependencies]
+pdm-backend = ">=2.1.8,<2.2"
+
+[pypi-dependencies]
+pytest-venv = "*"
diff --git a/pyproject.toml b/pyproject.toml
index 56ebbab..cbb92f0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -44,7 +44,6 @@ base_test = [
     "coverage[toml]",
     "mpi4py",
     "nbval ~=0.9.6",
-    "numpy",
     "pytest",
     "pytest-cov",
     "pytest-venv",
diff --git a/tests/test_run.py b/tests/test_run.py
index e9d51e8..4308e00 100644
--- a/tests/test_run.py
+++ b/tests/test_run.py
@@ -59,6 +59,10 @@ def test_create_pythran_files():
         with open(saved_path) as file:
             saved_code = file.read()
 
+        if sys.version_info[:2] > (3, 10):
+            if path.name == "subpackages.py":
+                saved_code = saved_code.replace("(nx, ny) =", "nx, ny =")
+
         code = code.split("__transonic__ = ", 1)[0]
         saved_code = saved_code.split("__transonic__ = ", 1)[0]