From 8a65addfc8fd07610b463b1f4bda3cb84887c511 Mon Sep 17 00:00:00 2001
From: steppi <1953382+steppi@users.noreply.github.com>
Date: Wed, 28 Oct 2026 16:03:33 -0400
Subject: [PATCH 1/4] Use _assert helper instead of assert statements

---
 src/array_api_extra/testing/_testing.py | 46 +++++++++++++++++++------
 1 file changed, 35 insertions(+), 11 deletions(-)

diff --git a/src/array_api_extra/testing/_testing.py b/src/array_api_extra/testing/_testing.py
index 575866e9..86a662e3 100644
--- a/src/array_api_extra/testing/_testing.py
+++ b/src/array_api_extra/testing/_testing.py
@@ -50,6 +50,30 @@ class _Deprecated(enum.Enum):
 DEPRECATED = _Deprecated.DEPRECATED
 
 
+def _assert(val: object, msg: str | Callable[[], str] = "") -> None:
+    """Assert that works in release mode.
+
+    Parameters
+    ----------
+    val : object
+        Condition to assert.
+    msg : str | callable, optional
+        Associated message. Can either be string or a callable without
+        arguments that returns a sting to defer evaluation until failure.
+
+    Notes
+    -----
+    The Python built-in ``assert`` does not work when executing code in
+    optimized mode (the ``-O`` flag) - no byte-code is generated for it.
+    For documentation on usage, refer to the Python documentation.
+
+    Adapted from https://numpy.org/doc/stable/reference/generated/numpy.testing.assert_.html
+    """
+    __tracebackhide__ = True  # Hide traceback for py.test
+    if not val:
+        raise AssertionError(msg() if callable(msg) else msg)
+
+
 def _clone_function(  # numpydoc ignore=PR01,RT01
     f: Callable[..., Any],
 ) -> Callable[..., Any]:
@@ -355,7 +379,7 @@ def temp_setattr(  # numpydoc ignore=PR01
         Variant of monkeypatch.setattr, which allows monkey-patching only selected
         parameters of a test so that pytest-run-parallel can run on the remainder.
         """
-        assert hasattr(target, name)
+        _assert(hasattr(target, name))
         # Need inspect.getattr_static because the attr could be a staticmethod or other
         # descriptor and we don't want that to be stripped away.
         original = inspect.getattr_static(target, name)
@@ -487,7 +511,7 @@ def __call__(
         self.count += 1
         # This should yield a nice traceback to the
         # offending line in the user's code
-        assert self.count <= self.max_count, self.msg
+        _assert(self.count <= self.max_count, self.msg)
 
         return dask.get(dsk, keys, **kwargs)  # type: ignore[attr-defined]  # pyright: ignore[reportPrivateImportUsage]
 
@@ -588,7 +612,7 @@ def _check_ns_shape_dtype_device(
             f"Actual array's namespace: {actual_xp.__name__}\n"
             f"Expected namespace: {xp.__name__}."
         )
-        assert actual_xp == xp, _msg
+        _assert(actual_xp == xp, _msg)
         desired_xp = xp
     else:
         desired_xp = _compat.array_namespace(desired)
@@ -597,7 +621,7 @@ def _check_ns_shape_dtype_device(
             f"Actual: {actual_xp.__name__}\n"
             f"Desired: {desired_xp.__name__}."
         )
-        assert actual_xp == desired_xp, _msg
+        _assert(actual_xp == desired_xp, _msg)
 
     if _compat.is_numpy_namespace(actual_xp) and check_scalar:
         # only NumPy distinguishes between scalars and arrays; we do if check_scalar.
@@ -605,13 +629,13 @@ def _check_ns_shape_dtype_device(
             "array-ness does not match:\n Actual: "
             f"{type(actual)}\n Desired: {type(desired)}"
         )
-        assert np.isscalar(actual) == np.isscalar(desired), _msg
+        _assert(np.isscalar(actual) == np.isscalar(desired), _msg)
 
     # Dask uses nan instead of None for unknown shapes
+    _assert(None not in actual.shape)  # Requires explicit support
+    _assert(None not in desired.shape)
     actual_shape = typing.cast(tuple[float, ...], actual.shape)
     desired_shape = typing.cast(tuple[float, ...], desired.shape)
-    assert None not in actual_shape  # Requires explicit support
-    assert None not in desired_shape
 
     if _compat.is_dask_namespace(desired_xp):
         if any(math.isnan(i) for i in actual_shape):
@@ -623,7 +647,7 @@ def _check_ns_shape_dtype_device(
 
     if check_shape:
         msg = f"shapes do not match: {actual_shape} != {desired_shape}"
-        assert actual_shape == desired_shape, msg
+        _assert(actual_shape == desired_shape, msg)
     elif desired.ndim > 0:
         # Ignore shape, but check flattened size. This is normally done by
         # np.testing.assert_array_equal etc even when strict=False, but not for
@@ -632,18 +656,18 @@ def _check_ns_shape_dtype_device(
         actual_size = math.prod(actual_shape)
         desired_size = math.prod(desired_shape)
         msg = f"sizes do not match: {actual_size} != {desired_size}"
-        assert actual_size == desired_size, msg
+        _assert(actual_size == desired_size, msg)
 
     desired = desired_xp.asarray(desired)
     if check_dtype:
         msg = f"dtypes do not match: {actual.dtype} != {desired.dtype}"
-        assert actual.dtype == desired.dtype, msg
+        _assert(actual.dtype == desired.dtype, msg)
     if check_device:
         msg = (
             f"Devices do not match.\nActual: {_compat.device(actual)}\n"
             f"Desired: {_compat.device(desired)}"
         )
-        assert _compat.device(actual) == _compat.device(desired), msg
+        _assert(_compat.device(actual) == _compat.device(desired), msg)
     desired = desired_xp.broadcast_to(desired, actual_shape)
     return actual, desired, desired_xp, np
 

From 9dd511be3ea6fca1803bfd6d712b3f02338f6df7 Mon Sep 17 00:00:00 2001
From: steppi <1953382+steppi@users.noreply.github.com>
Date: Wed, 28 Oct 2026 18:16:21 -0400
Subject: [PATCH 2/4] Add CI job with PYTHONOPTIMIZE=1

---
 .github/workflows/ci.yml | 25 +++++++++++++++++++++++++
 pyproject.toml           |  5 ++++-
 2 files changed, 29 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index b261848a..0dc050f6 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -122,3 +122,28 @@ jobs:
         with:
           token: ${{ secrets.CODECOV_TOKEN }}
           flags: ${{ matrix.platform }}
+
+  linux-x64-pythonoptimize:
+    name: Linux x64 PYTHONOPTIMIZE=1
+    runs-on: ubuntu-latest
+
+    environment:
+      name: ci-checks
+      deployment: false
+
+    steps:
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
+        with:
+          fetch-depth: 0
+          persist-credentials: false
+
+      - uses: prefix-dev/setup-pixi@d3f436a425481402e6a95a1d1fc10331c708cd9e # v0.10.2
+        with:
+          pixi-version: v0.82.1
+          cache: true
+          environments: tests-backends
+
+      - name: Test with assertions removed
+        run: pixi run -e tests-backends tests
+        env:
+          PYTHONOPTIMIZE: "1"
diff --git a/pyproject.toml b/pyproject.toml
index f2d7cc53..57d9f90f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -145,7 +145,10 @@ errors = { unannotated-return = false }
 
 [tool.pytest.ini_options]
 addopts = ["-ra", "--showlocals", "--strict-markers", "--strict-config"]
-filterwarnings = ["error"]
+filterwarnings = [
+  "error",
+  "ignore:assertions not in test modules or plugins:pytest.PytestConfigWarning",
+]
 log_cli_level = "INFO"
 markers = [
   "skip_xp_backend(library, /, *, reason=None): Skip test for a specific backend",

From 2254fa3acf4c02e79c019aec8762cf73725dc29f Mon Sep 17 00:00:00 2001
From: steppi <1953382+steppi@users.noreply.github.com>
Date: Wed, 28 Oct 2026 20:33:04 -0400
Subject: [PATCH 3/4] use new pixi env for new tests

---
 .github/workflows/ci.yml |  26 +-
 pixi.lock                | 755 ++++++++++++++++++++++++++++++++++-----
 pixi.toml                |   7 +
 3 files changed, 675 insertions(+), 113 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 0dc050f6..88156e37 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -78,6 +78,7 @@ jobs:
           - tests-backends
           - tests-backends-py312
           - tests-run-deps
+          - tests-asserts-removed
         include:
           # Full x64 image is faster than ubuntu-slim for the slowest jobs
           - {environment: tests-py312, x64_runner: ubuntu-latest}
@@ -122,28 +123,3 @@ jobs:
         with:
           token: ${{ secrets.CODECOV_TOKEN }}
           flags: ${{ matrix.platform }}
-
-  linux-x64-pythonoptimize:
-    name: Linux x64 PYTHONOPTIMIZE=1
-    runs-on: ubuntu-latest
-
-    environment:
-      name: ci-checks
-      deployment: false
-
-    steps:
-      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
-        with:
-          fetch-depth: 0
-          persist-credentials: false
-
-      - uses: prefix-dev/setup-pixi@d3f436a425481402e6a95a1d1fc10331c708cd9e # v0.10.2
-        with:
-          pixi-version: v0.82.1
-          cache: true
-          environments: tests-backends
-
-      - name: Test with assertions removed
-        run: pixi run -e tests-backends tests
-        env:
-          PYTHONOPTIMIZE: "1"
diff --git a/pixi.lock b/pixi.lock
index fadfa40e..f7af3630 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -77,7 +77,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/noarch/python_abi-3.14-9_cp314.conda
       - conda: https://prefix.dev/conda-forge/noarch/tomli-2.5.0-pyh5ded981_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/tzdata-2026c-h151e31d_0.conda
-      - conda_source: array-api-extra[197c42b0] @ .
+      - conda_source: array-api-extra[8c7c5bc6] @ .
       linux-64-cuda-12-9:
       - conda: https://prefix.dev/conda-forge/linux-64/_openmp_mutex-4.5-20_gnu.conda
       - conda: https://prefix.dev/conda-forge/linux-64/bzip2-1.0.8-hda65f42_10.conda
@@ -110,7 +110,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/noarch/python_abi-3.14-9_cp314.conda
       - conda: https://prefix.dev/conda-forge/noarch/tomli-2.5.0-pyh5ded981_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/tzdata-2026c-h151e31d_0.conda
-      - conda_source: array-api-extra[197c42b0] @ .
+      - conda_source: array-api-extra[8c7c5bc6] @ .
       linux-aarch64:
       - conda: https://prefix.dev/conda-forge/linux-aarch64/_openmp_mutex-4.5-20_gnu.conda
       - conda: https://prefix.dev/conda-forge/linux-aarch64/bzip2-1.0.8-h4777abc_10.conda
@@ -143,7 +143,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/noarch/python_abi-3.14-9_cp314.conda
       - conda: https://prefix.dev/conda-forge/noarch/tomli-2.5.0-pyh5ded981_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/tzdata-2026c-h151e31d_0.conda
-      - conda_source: array-api-extra[3cd7f651] @ .
+      - conda_source: array-api-extra[3783f3db] @ .
       osx-64:
       - conda: https://prefix.dev/conda-forge/noarch/array-api-compat-1.15.0-pyhc364b38_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/ca-certificates-2026.10.23-hbd8a1cb_0.conda
@@ -171,7 +171,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/osx-64/tk-8.6.13-ha6c374e_4.conda
       - conda: https://prefix.dev/conda-forge/osx-64/uv-0.13.1-h76ff3f9_0.conda
       - conda: https://prefix.dev/conda-forge/osx-64/zstd-1.5.7-hbc1a06c_7.conda
-      - conda_source: array-api-extra[14574ba4] @ .
+      - conda_source: array-api-extra[861be774] @ .
       osx-arm64:
       - conda: https://prefix.dev/conda-forge/noarch/array-api-compat-1.15.0-pyhc364b38_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/ca-certificates-2026.10.23-hbd8a1cb_0.conda
@@ -199,7 +199,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/osx-arm64/tk-8.6.13-hbeba79b_4.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/uv-0.13.1-hfc06f74_0.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/zstd-1.5.7-hf451053_7.conda
-      - conda_source: array-api-extra[83955e50] @ .
+      - conda_source: array-api-extra[41f0dd73] @ .
       win-64:
       - conda: https://prefix.dev/conda-forge/noarch/array-api-compat-1.15.0-pyhc364b38_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/ca-certificates-2026.10.23-h4c7d964_0.conda
@@ -228,7 +228,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/win-64/vc14_runtime-14.51.36247-habf1de7_41.conda
       - conda: https://prefix.dev/conda-forge/win-64/vcomp14-14.51.36247-habf1de7_41.conda
       - conda: https://prefix.dev/conda-forge/win-64/zstd-1.5.7-h534d264_7.conda
-      - conda_source: array-api-extra[4d7a6ee2] @ .
+      - conda_source: array-api-extra[d9403ec6] @ .
       win-64-cuda-12-9:
       - conda: https://prefix.dev/conda-forge/noarch/array-api-compat-1.15.0-pyhc364b38_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/ca-certificates-2026.10.23-h4c7d964_0.conda
@@ -257,7 +257,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/win-64/vc14_runtime-14.51.36247-habf1de7_41.conda
       - conda: https://prefix.dev/conda-forge/win-64/vcomp14-14.51.36247-habf1de7_41.conda
       - conda: https://prefix.dev/conda-forge/win-64/zstd-1.5.7-h534d264_7.conda
-      - conda_source: array-api-extra[4d7a6ee2] @ .
+      - conda_source: array-api-extra[d9403ec6] @ .
   dev:
     channels:
     - url: https://prefix.dev/conda-forge/
@@ -2203,7 +2203,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/noarch/tzdata-2026c-h151e31d_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/urllib3-2.8.0-pyhd8ed1ab_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/zipp-4.1.1-pyh5ded981_0.conda
-      - conda_source: array-api-extra[197c42b0] @ .
+      - conda_source: array-api-extra[8c7c5bc6] @ .
       linux-64-cuda-12-9:
       - conda: https://prefix.dev/conda-forge/linux-64/_openmp_mutex-4.5-20_gnu.conda
       - conda: https://prefix.dev/conda-forge/linux-64/brotli-python-1.2.1-py314hcd2bdb6_0.conda
@@ -2302,7 +2302,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/noarch/tzdata-2026c-h151e31d_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/urllib3-2.8.0-pyhd8ed1ab_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/zipp-4.1.1-pyh5ded981_0.conda
-      - conda_source: array-api-extra[197c42b0] @ .
+      - conda_source: array-api-extra[8c7c5bc6] @ .
       linux-aarch64:
       - conda: https://prefix.dev/conda-forge/linux-aarch64/_openmp_mutex-4.5-20_gnu.conda
       - conda: https://prefix.dev/conda-forge/linux-aarch64/brotli-python-1.2.1-py314hd574b5f_0.conda
@@ -2398,7 +2398,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/noarch/tzdata-2026c-h151e31d_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/urllib3-2.8.0-pyhd8ed1ab_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/zipp-4.1.1-pyh5ded981_0.conda
-      - conda_source: array-api-extra[3cd7f651] @ .
+      - conda_source: array-api-extra[3783f3db] @ .
       osx-64:
       - conda: https://prefix.dev/conda-forge/noarch/_python_abi3_support-1.0-hd8ed1ab_3.conda
       - conda: https://prefix.dev/conda-forge/noarch/accessible-pygments-0.0.5-pyhd8ed1ab_1.conda
@@ -2495,7 +2495,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/osx-64/uv-0.13.1-h76ff3f9_0.conda
       - conda: https://prefix.dev/conda-forge/osx-64/yaml-0.2.5-had63097_3.conda
       - conda: https://prefix.dev/conda-forge/osx-64/zstd-1.5.7-hbc1a06c_7.conda
-      - conda_source: array-api-extra[14574ba4] @ .
+      - conda_source: array-api-extra[861be774] @ .
       osx-arm64:
       - conda: https://prefix.dev/conda-forge/noarch/accessible-pygments-0.0.5-pyhd8ed1ab_1.conda
       - conda: https://prefix.dev/conda-forge/noarch/alabaster-1.0.0-pyhd8ed1ab_1.conda
@@ -2589,7 +2589,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/osx-arm64/uv-0.13.1-hfc06f74_0.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/yaml-0.2.5-h74c22ad_3.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/zstd-1.5.7-hf451053_7.conda
-      - conda_source: array-api-extra[83955e50] @ .
+      - conda_source: array-api-extra[41f0dd73] @ .
       win-64:
       - conda: https://prefix.dev/conda-forge/noarch/_python_abi3_support-1.0-hd8ed1ab_3.conda
       - conda: https://prefix.dev/conda-forge/noarch/accessible-pygments-0.0.5-pyhd8ed1ab_1.conda
@@ -2691,7 +2691,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/win-64/vcomp14-14.51.36247-habf1de7_41.conda
       - conda: https://prefix.dev/conda-forge/win-64/yaml-0.2.5-h6a83c73_3.conda
       - conda: https://prefix.dev/conda-forge/win-64/zstd-1.5.7-h534d264_7.conda
-      - conda_source: array-api-extra[4d7a6ee2] @ .
+      - conda_source: array-api-extra[d9403ec6] @ .
       win-64-cuda-12-9:
       - conda: https://prefix.dev/conda-forge/noarch/_python_abi3_support-1.0-hd8ed1ab_3.conda
       - conda: https://prefix.dev/conda-forge/noarch/accessible-pygments-0.0.5-pyhd8ed1ab_1.conda
@@ -2793,7 +2793,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/win-64/vcomp14-14.51.36247-habf1de7_41.conda
       - conda: https://prefix.dev/conda-forge/win-64/yaml-0.2.5-h6a83c73_3.conda
       - conda: https://prefix.dev/conda-forge/win-64/zstd-1.5.7-h534d264_7.conda
-      - conda_source: array-api-extra[4d7a6ee2] @ .
+      - conda_source: array-api-extra[d9403ec6] @ .
   lint:
     channels:
     - url: https://prefix.dev/conda-forge/
@@ -3640,51 +3640,466 @@ environments:
       - conda: https://prefix.dev/conda-forge/noarch/nodejs-wheel-24.19.0-pyhd8ed1ab_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/numpydoc-1.11.0-pyh5ded981_1.conda
       - conda: https://prefix.dev/conda-forge/noarch/packaging-26.3-pyhc364b38_0.conda
-      - conda: https://prefix.dev/conda-forge/noarch/partd-1.4.2-pyhd8ed1ab_0.conda
-      - conda: https://prefix.dev/conda-forge/noarch/pathspec-1.1.1-pyhd8ed1ab_0.conda
-      - conda: https://prefix.dev/conda-forge/noarch/platformdirs-4.13.3-pyh5ded981_0.conda
+      - conda: https://prefix.dev/conda-forge/noarch/partd-1.4.2-pyhd8ed1ab_0.conda
+      - conda: https://prefix.dev/conda-forge/noarch/pathspec-1.1.1-pyhd8ed1ab_0.conda
+      - conda: https://prefix.dev/conda-forge/noarch/platformdirs-4.13.3-pyh5ded981_0.conda
+      - conda: https://prefix.dev/conda-forge/noarch/pluggy-1.7.0-pyh5ded981_0.conda
+      - conda: https://prefix.dev/conda-forge/noarch/pyflakes-4.0.3-pyhd8ed1ab_0.conda
+      - conda: https://prefix.dev/conda-forge/noarch/pygments-2.21.0-pyhcf101f3_0.conda
+      - conda: https://prefix.dev/conda-forge/noarch/pylint-4.1.3-pyh5ded981_0.conda
+      - conda: https://prefix.dev/conda-forge/noarch/pyproject-metadata-0.12.1-pyhd8ed1ab_0.conda
+      - conda: https://prefix.dev/conda-forge/noarch/pysocks-1.7.1-pyh09c184e_7.conda
+      - conda: https://prefix.dev/conda-forge/noarch/pytest-9.1.1-pyhc364b38_2.conda
+      - conda: https://prefix.dev/conda-forge/noarch/python-fastjsonschema-2.22.2-pyhcf101f3_0.conda
+      - conda: https://prefix.dev/conda-forge/noarch/python-gil-3.12.15-hd8ed1ab_2.conda
+      - conda: https://prefix.dev/conda-forge/noarch/python_abi-3.12-9_cp312.conda
+      - conda: https://prefix.dev/conda-forge/noarch/requests-2.34.2-pyhcf101f3_0.conda
+      - conda: https://prefix.dev/conda-forge/noarch/roman-numerals-4.1.0-pyhd8ed1ab_0.conda
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       - conda: https://prefix.dev/conda-forge/noarch/tzdata-2026c-h151e31d_0.conda
-      - conda_source: array-api-extra[197c42b0] @ .
+      - conda_source: array-api-extra[8c7c5bc6] @ .
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       - conda: https://prefix.dev/conda-forge/noarch/tzdata-2026c-h151e31d_0.conda
-      - conda_source: array-api-extra[197c42b0] @ .
+      - conda_source: array-api-extra[8c7c5bc6] @ .
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       - conda: https://prefix.dev/conda-forge/noarch/tzdata-2026c-h151e31d_0.conda
-      - conda_source: array-api-extra[3cd7f651] @ .
+      - conda_source: array-api-extra[3783f3db] @ .
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-      - conda_source: array-api-extra[14574ba4] @ .
+      - conda_source: array-api-extra[861be774] @ .
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-      - conda_source: array-api-extra[83955e50] @ .
+      - conda_source: array-api-extra[41f0dd73] @ .
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-      - conda_source: array-api-extra[4d7a6ee2] @ .
+      - conda_source: array-api-extra[d9403ec6] @ .
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-      - conda_source: array-api-extra[4d7a6ee2] @ .
+      - conda_source: array-api-extra[d9403ec6] @ .
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       - conda: https://prefix.dev/conda-forge/noarch/tzdata-2026c-h151e31d_0.conda
-      - conda_source: array-api-extra[197c42b0] @ .
+      - conda_source: array-api-extra[8c7c5bc6] @ .
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       - conda: https://prefix.dev/conda-forge/noarch/tzdata-2026c-h151e31d_0.conda
-      - conda_source: array-api-extra[197c42b0] @ .
+      - conda_source: array-api-extra[8c7c5bc6] @ .
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       - conda: https://prefix.dev/conda-forge/noarch/tzdata-2026c-h151e31d_0.conda
-      - conda_source: array-api-extra[3cd7f651] @ .
+      - conda_source: array-api-extra[3783f3db] @ .
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-      - conda_source: array-api-extra[14574ba4] @ .
+      - conda_source: array-api-extra[861be774] @ .
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-      - conda_source: array-api-extra[83955e50] @ .
+      - conda_source: array-api-extra[41f0dd73] @ .
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-      - conda_source: array-api-extra[4d7a6ee2] @ .
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-      - conda_source: array-api-extra[4d7a6ee2] @ .
+      - conda_source: array-api-extra[d9403ec6] @ .
 packages:
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   - conda: https://prefix.dev/conda-forge/noarch/tzdata-2026c-h151e31d_0.conda
+- conda_source: array-api-extra[3783f3db] @ .
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+  - python *
+  - python >=3.12
+  license: MIT
+  host_packages:
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   - conda: https://prefix.dev/conda-forge/noarch/tzdata-2026c-h151e31d_0.conda
+- conda_source: array-api-extra[41f0dd73] @ .
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+  - python *
+  - python >=3.12
+  license: MIT
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   - conda: https://prefix.dev/conda-forge/osx-arm64/zstd-1.5.7-hf451053_7.conda
+- conda_source: array-api-extra[861be774] @ .
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+  depends:
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+  - python *
+  - python >=3.12
+  license: MIT
+  host_packages:
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+  - conda: https://prefix.dev/conda-forge/noarch/meson-1.12.1-pyh5ded981_0.conda
+  - conda: https://prefix.dev/conda-forge/noarch/meson-python-0.22.1-pyh3b9e9f2_0.conda
+  - conda: https://prefix.dev/conda-forge/noarch/packaging-26.3-pyhc364b38_0.conda
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+  - conda: https://prefix.dev/conda-forge/osx-64/zstd-1.5.7-hbc1a06c_7.conda
+- conda_source: array-api-extra[8c7c5bc6] @ .
+  variants:
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+  depends:
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+  - python *
+  - python >=3.12
+  license: MIT
+  host_packages:
+  - conda: https://prefix.dev/conda-forge/linux-64/_openmp_mutex-4.5-20_gnu.conda
+  - conda: https://prefix.dev/conda-forge/linux-64/bzip2-1.0.8-hda65f42_10.conda
+  - conda: https://prefix.dev/conda-forge/linux-64/ld_impl_linux-64-2.46.1-default_hbd61a6d_103.conda
+  - conda: https://prefix.dev/conda-forge/linux-64/libedit-3.1.20260512-pl5321h373387f_0.conda
+  - conda: https://prefix.dev/conda-forge/linux-64/libexpat-2.8.5-hd2095e1_0.conda
+  - conda: https://prefix.dev/conda-forge/linux-64/libffi-3.7.0-h81df57d_1.conda
+  - conda: https://prefix.dev/conda-forge/linux-64/libgcc-16.2.0-ha9f2e26_7.conda
+  - conda: https://prefix.dev/conda-forge/linux-64/libgomp-16.2.0-he0feb66_7.conda
+  - conda: https://prefix.dev/conda-forge/linux-64/liblzma-5.8.3-hb03c661_1.conda
+  - conda: https://prefix.dev/conda-forge/linux-64/libmpdec-4.0.0-hb03c661_2.conda
+  - conda: https://prefix.dev/conda-forge/linux-64/libsqlite-3.54.1-h0737f62_100.conda
+  - conda: https://prefix.dev/conda-forge/linux-64/libstdcxx-16.2.0-h934c35e_7.conda
+  - conda: https://prefix.dev/conda-forge/linux-64/libuuid-2.42.4-hcfc3c73_0.conda
+  - conda: https://prefix.dev/conda-forge/linux-64/libzlib-1.3.2-h25fd6f3_3.conda
+  - conda: https://prefix.dev/conda-forge/linux-64/ncurses-6.6-hdb14827_1.conda
+  - conda: https://prefix.dev/conda-forge/linux-64/ninja-1.13.2-h171cf75_1.conda
+  - conda: https://prefix.dev/conda-forge/linux-64/openssl-3.6.5-h781a0a9_0.conda
+  - conda: https://prefix.dev/conda-forge/linux-64/python-3.15.0-h6e52b48_101_cp315.conda
+  - conda: https://prefix.dev/conda-forge/linux-64/tk-8.6.13-noxft_h1df4ec4_4.conda
+  - conda: https://prefix.dev/conda-forge/linux-64/uv-0.13.1-h535ca38_0.conda
+  - conda: https://prefix.dev/conda-forge/linux-64/zstd-1.5.7-hb78ec9c_7.conda
+  - conda: https://prefix.dev/conda-forge/noarch/ca-certificates-2026.10.23-hbd8a1cb_0.conda
+  - conda: https://prefix.dev/conda-forge/noarch/meson-1.12.1-pyh5ded981_0.conda
+  - conda: https://prefix.dev/conda-forge/noarch/meson-python-0.22.1-pyh3b9e9f2_0.conda
+  - conda: https://prefix.dev/conda-forge/noarch/packaging-26.3-pyhc364b38_0.conda
+  - conda: https://prefix.dev/conda-forge/noarch/pyproject-metadata-0.12.1-pyhd8ed1ab_0.conda
+  - conda: https://prefix.dev/conda-forge/noarch/python_abi-3.15-9_cp315.conda
+  - conda: https://prefix.dev/conda-forge/noarch/tomli-2.5.0-pyh5ded981_0.conda
+  - conda: https://prefix.dev/conda-forge/noarch/tzdata-2026c-h151e31d_0.conda
+- conda_source: array-api-extra[d9403ec6] @ .
+  variants:
+    target_platform: noarch
+  depends:
+  - array-api-compat >=1.15.0,<2
+  - python *
+  - python >=3.12
+  license: MIT
+  host_packages:
+  - conda: https://prefix.dev/conda-forge/noarch/ca-certificates-2026.10.23-h4c7d964_0.conda
+  - conda: https://prefix.dev/conda-forge/noarch/meson-1.12.1-pyh5ded981_0.conda
+  - conda: https://prefix.dev/conda-forge/noarch/meson-python-0.22.1-pyh3b9e9f2_0.conda
+  - conda: https://prefix.dev/conda-forge/noarch/packaging-26.3-pyhc364b38_0.conda
+  - conda: https://prefix.dev/conda-forge/noarch/pyproject-metadata-0.12.1-pyhd8ed1ab_0.conda
+  - conda: https://prefix.dev/conda-forge/noarch/python_abi-3.15-9_cp315.conda
+  - conda: https://prefix.dev/conda-forge/noarch/tomli-2.5.0-pyh5ded981_0.conda
+  - conda: https://prefix.dev/conda-forge/noarch/tzdata-2026c-h151e31d_0.conda
+  - conda: https://prefix.dev/conda-forge/win-64/bzip2-1.0.8-h0ad9c76_10.conda
+  - conda: https://prefix.dev/conda-forge/win-64/libexpat-2.8.5-hac47afa_0.conda
+  - conda: https://prefix.dev/conda-forge/win-64/libffi-3.7.0-h3d046cb_1.conda
+  - conda: https://prefix.dev/conda-forge/win-64/liblzma-5.8.3-hfd05255_1.conda
+  - conda: https://prefix.dev/conda-forge/win-64/libmpdec-4.0.0-hfd05255_2.conda
+  - conda: https://prefix.dev/conda-forge/win-64/libsqlite-3.54.1-hf5d6505_100.conda
+  - conda: https://prefix.dev/conda-forge/win-64/libzlib-1.3.2-hfd05255_3.conda
+  - conda: https://prefix.dev/conda-forge/win-64/ninja-1.13.2-h477610d_1.conda
+  - conda: https://prefix.dev/conda-forge/win-64/openssl-3.6.5-hf411b9b_0.conda
+  - conda: https://prefix.dev/conda-forge/win-64/python-3.15.0-h53f6dd8_101_cp315.conda
+  - conda: https://prefix.dev/conda-forge/win-64/tk-8.6.13-h967ab96_4.conda
+  - conda: https://prefix.dev/conda-forge/win-64/ucrt-10.0.26100.0-h57928b3_0.conda
+  - conda: https://prefix.dev/conda-forge/win-64/uv-0.13.1-hf7a7c96_0.conda
+  - conda: https://prefix.dev/conda-forge/win-64/vc-14.5-ha367084_41.conda
+  - conda: https://prefix.dev/conda-forge/win-64/vc14_runtime-14.51.36247-habf1de7_41.conda
+  - conda: https://prefix.dev/conda-forge/win-64/vcomp14-14.51.36247-habf1de7_41.conda
+  - conda: https://prefix.dev/conda-forge/win-64/zstd-1.5.7-h534d264_7.conda
diff --git a/pixi.toml b/pixi.toml
index 73f34470..b743aba3 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -62,6 +62,10 @@ tests-run-deps = {
   features = ["py314", "tests-run-deps"],
   solve-group = "py314",
 }
+tests-asserts-removed = {
+  features = ["py314", "tests", "asserts-removed"],
+  solve-group = "py314",
+}
 
 # Some backends may pin numpy; use separate solve-group
 dev = {
@@ -403,6 +407,9 @@ dask-core = ">=2026.8.0"  # No distributed, tornado, etc.
 # pytorch = "*"  # Not available on Python 3.14t yet
 # jax = "*"  # waiting for conda-forge/jaxlib-feedstock#351
 
+[feature.asserts-removed.activation.env]
+PYTHONOPTIMIZE = "1"  # https://docs.python.org/3/using/cmdline.html#envvar-PYTHONOPTIMIZE
+
 [tool.pixi-audit]
 # TODO: remove these ignores — they were added to let admit autofixes
 ignore = [{ package = "python" }, { package = "pytorch" }]

From ff79ef82f7c732e6779ced62c12e0a5e545475a6 Mon Sep 17 00:00:00 2001
From: steppi <1953382+steppi@users.noreply.github.com>
Date: Wed, 28 Oct 2026 20:50:21 -0400
Subject: [PATCH 4/4] respond to review comment

---
 .github/workflows/ci.yml |    2 +-
 pixi.lock                | 2586 +++++++++++++++++++-------------------
 pixi.toml                |    6 +-
 3 files changed, 1297 insertions(+), 1297 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 88156e37..d8ee9e34 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -78,7 +78,7 @@ jobs:
           - tests-backends
           - tests-backends-py312
           - tests-run-deps
-          - tests-asserts-removed
+          - tests-python-optimized
         include:
           # Full x64 image is faster than ubuntu-slim for the slowest jobs
           - {environment: tests-py312, x64_runner: ubuntu-latest}
diff --git a/pixi.lock b/pixi.lock
index f7af3630..899e5293 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -4131,130 +4131,292 @@ environments:
       - conda: https://prefix.dev/conda-forge/win-64/vcomp14-14.51.36247-habf1de7_41.conda
       - conda: https://prefix.dev/conda-forge/win-64/zstd-1.5.7-h534d264_7.conda
       - conda_source: array-api-extra[d9403ec6] @ .
-  tests-asserts-removed:
+  tests-backends:
     channels:
     - url: https://prefix.dev/conda-forge/
     packages:
       linux-64:
-      - conda: https://prefix.dev/conda-forge/linux-64/_openmp_mutex-4.5-20_gnu.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/_openmp_mutex-4.5-8_kmp_llvm.conda
       - conda: https://prefix.dev/conda-forge/linux-64/bzip2-1.0.8-hda65f42_10.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/c-ares-1.34.8-hebe6cf0_2.conda
       - conda: https://prefix.dev/conda-forge/linux-64/coverage-7.16.2-py314h93e9acf_1.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/flatbuffers-25.9.23-hb7d4c21_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/fmt-12.1.0-h76c4fd7_1.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/gmp-6.3.0-hfd2156b_3.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/gmpy2-2.3.2-py314h1867f89_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/hypothesis-6.170.1-py311hf77984d_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/icu-78.3-py310h44b86e0_2.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/jaxlib-0.12.0.1-cpu_py314he1f0098_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/ld_impl_linux-64-2.46.1-default_hbd61a6d_103.conda
-      - conda: https://prefix.dev/conda-forge/linux-64/libblas-3.11.0-11_h4a7cf45_openblas.conda
-      - conda: https://prefix.dev/conda-forge/linux-64/libcblas-3.11.0-11_h0358290_openblas.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libabseil-20260526.0-cxx17_h0dc7533_3.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libblas-3.11.0-11_h5875eb1_mkl.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libcblas-3.11.0-11_hfef963f_mkl.conda
       - conda: https://prefix.dev/conda-forge/linux-64/libexpat-2.8.5-hd2095e1_0.conda
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       - conda: https://prefix.dev/conda-forge/linux-64/libgcc-16.2.0-ha9f2e26_7.conda
       - conda: https://prefix.dev/conda-forge/linux-64/libgfortran-16.2.0-h69a702a_7.conda
       - conda: https://prefix.dev/conda-forge/linux-64/libgfortran5-16.2.0-h6b99dfc_7.conda
-      - conda: https://prefix.dev/conda-forge/linux-64/libgomp-16.2.0-he0feb66_7.conda
-      - conda: https://prefix.dev/conda-forge/linux-64/liblapack-3.11.0-11_h47877c9_openblas.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libgrpc-1.82.1-h284dbb2_1.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libhwloc-2.15.0-default_hd7c4d0c_1001.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libiconv-1.18-h0cb94f2_3.conda
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       - conda: https://prefix.dev/conda-forge/linux-64/libmpdec-4.0.0-hb03c661_2.conda
-      - conda: https://prefix.dev/conda-forge/linux-64/libopenblas-0.3.34-pthreads_hf13c14d_2.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libprotobuf-7.35.1-h622638d_3.conda
       - conda: https://prefix.dev/conda-forge/linux-64/libpython-3.14.8-hd51c5da_102_cp314.conda
-      - conda: https://prefix.dev/conda-forge/linux-64/libsqlite-3.54.1-h0737f62_100.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libre2-11-2025.11.05-h60473fc_2.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libsqlite-3.54.1-h13e7031_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/libstdcxx-16.2.0-h934c35e_7.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libtorch-2.14.1-cpu_mkl_hc3c961d_100.conda
       - conda: https://prefix.dev/conda-forge/linux-64/libuuid-2.42.4-hcfc3c73_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libuv-1.52.1-h280c20c_1.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libxml2-16-2.15.4-hf3af7cc_1.conda
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+      - conda: https://prefix.dev/conda-forge/linux-64/llvm-openmp-23.1.3-h7148c6a_1.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/llvmlite-0.50.0-py314h264585c_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/markupsafe-3.0.4-py314h93e9acf_1.conda
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+      - conda: https://prefix.dev/conda-forge/linux-64/ml_dtypes-0.5.4-np2py314hbf8ec49_2.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/mpc-1.4.0-ha2cb11d_1.conda
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+      - conda: https://prefix.dev/conda-forge/linux-64/onednn-3.13.4-threadpool_h2b436bf_1.conda
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+      - conda: https://prefix.dev/conda-forge/linux-64/pytorch-2.14.1-cpu_mkl_py314_h0071e89_100.conda
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       - conda: https://prefix.dev/conda-forge/win-64/libxml2-16-2.15.4-h3cfd58e_1.conda
@@ -7929,10 +7929,10 @@ environments:
       - conda: https://prefix.dev/conda-forge/win-64/llvm-openmp-23.1.3-h49e36cd_1.conda
       - conda: https://prefix.dev/conda-forge/win-64/mkl-2026.1.0-hac47afa_235.conda
       - conda: https://prefix.dev/conda-forge/win-64/ninja-1.13.2-h477610d_1.conda
-      - conda: https://prefix.dev/conda-forge/win-64/numpy-2.5.4-py312ha3f287d_0.conda
+      - conda: https://prefix.dev/conda-forge/win-64/numpy-2.5.4-py314h02f10f6_0.conda
       - conda: https://prefix.dev/conda-forge/win-64/openssl-3.6.5-hf411b9b_0.conda
-      - conda: https://prefix.dev/conda-forge/win-64/python-3.12.15-hb12b558_2_cpython.conda
-      - conda: https://prefix.dev/conda-forge/win-64/scipy-1.18.1-py312h8847828_1.conda
+      - conda: https://prefix.dev/conda-forge/win-64/python-3.14.8-h53f6dd8_102_cp314.conda
+      - conda: https://prefix.dev/conda-forge/win-64/scipy-1.18.1-py314h67d5eaa_1.conda
       - conda: https://prefix.dev/conda-forge/win-64/tbb-2023.1.0-h272cf33_2.conda
       - conda: https://prefix.dev/conda-forge/win-64/tk-8.6.13-h967ab96_4.conda
       - conda: https://prefix.dev/conda-forge/win-64/ucrt-10.0.26100.0-h57928b3_0.conda
@@ -7941,8 +7941,8 @@ environments:
       - conda: https://prefix.dev/conda-forge/win-64/vc14_runtime-14.51.36247-habf1de7_41.conda
       - conda: https://prefix.dev/conda-forge/win-64/vcomp14-14.51.36247-habf1de7_41.conda
       - conda: https://prefix.dev/conda-forge/win-64/zstd-1.5.7-h534d264_7.conda
-      - conda_source: array-api-extra[4d7a6ee2] @ .
-  tests-py314:
+      - conda_source: array-api-extra[d9403ec6] @ .
+  tests-python-optimized:
     channels:
     - url: https://prefix.dev/conda-forge/
     packages:
diff --git a/pixi.toml b/pixi.toml
index b743aba3..94e5616a 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -62,8 +62,8 @@ tests-run-deps = {
   features = ["py314", "tests-run-deps"],
   solve-group = "py314",
 }
-tests-asserts-removed = {
-  features = ["py314", "tests", "asserts-removed"],
+tests-python-optimized = {
+  features = ["py314", "tests", "python-optimized"],
   solve-group = "py314",
 }
 
@@ -407,7 +407,7 @@ dask-core = ">=2026.8.0"  # No distributed, tornado, etc.
 # pytorch = "*"  # Not available on Python 3.14t yet
 # jax = "*"  # waiting for conda-forge/jaxlib-feedstock#351
 
-[feature.asserts-removed.activation.env]
+[feature.python-optimized.activation.env]
 PYTHONOPTIMIZE = "1"  # https://docs.python.org/3/using/cmdline.html#envvar-PYTHONOPTIMIZE
 
 [tool.pixi-audit]