diff --git a/.dprint.jsonc b/.dprint.jsonc
index c3642905..5863e35f 100644
--- a/.dprint.jsonc
+++ b/.dprint.jsonc
@@ -7,9 +7,6 @@
     "lineWidth": 200,
     "emphasisKind": "asterisks",
   },
-  "toml": {
-    "lineWidth": 100,
-  },
   "yaml": {
     "printWidth": 100,
     "formatComments": true,
@@ -20,6 +17,5 @@
     "https://plugins.dprint.dev/g-plane/pretty_yaml-v0.5.1.wasm",
     "https://plugins.dprint.dev/json-0.20.0.wasm",
     "https://plugins.dprint.dev/markdown-0.19.0.wasm",
-    "https://plugins.dprint.dev/toml-0.7.0.wasm",
   ],
 }
diff --git a/lefthook.yml b/lefthook.yml
index 57fdcc5d..ced63a7e 100644
--- a/lefthook.yml
+++ b/lefthook.yml
@@ -20,9 +20,13 @@ pre-commit:
   parallel: true
   jobs:
     - name: dprint
-      glob: "*.{json,jsonc,md,toml,yaml,yml}"
+      glob: "*.{json,jsonc,md,yaml,yml}"
       stage_fixed: true
       run: pixi {run} dprint
+    - name: tombi
+      glob: "*.toml"
+      stage_fixed: true
+      run: pixi {run} tombi
     - name: ruff
       glob: "*.{py,pyi}"
       stage_fixed: true
diff --git a/pixi.lock b/pixi.lock
index 077a273c..15ecd54c 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -302,6 +302,7 @@ environments:
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       - conda: https://prefix.dev/conda-forge/linux-64/tk-8.6.13-noxft_hd70dff1_3.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/tombi-1.2.6-hb17b654_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/typos-1.49.0-hb17b654_0.conda
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       - conda: https://prefix.dev/conda-forge/osx-64/tk-8.6.13-hb794df6_3.conda
+      - conda: https://prefix.dev/conda-forge/osx-64/tombi-1.2.6-h19f9e61_0.conda
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@@ -783,6 +785,7 @@ environments:
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       - conda: https://prefix.dev/conda-forge/osx-arm64/tk-8.6.13-hd3d0363_3.conda
+      - conda: https://prefix.dev/conda-forge/osx-arm64/tombi-1.2.6-h6fdd925_0.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/typos-1.49.0-h6fdd925_0.conda
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       - conda: https://prefix.dev/conda-forge/osx-arm64/yaml-0.2.5-h925e9cb_3.conda
@@ -904,6 +907,7 @@ environments:
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       - conda: https://prefix.dev/conda-forge/linux-64/tk-8.6.13-noxft_hd70dff1_3.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/tombi-1.2.6-hb17b654_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/triton-3.7.0-cuda129py314h2b49ec1_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/typos-1.49.0-hb17b654_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/uv-0.12.1-h2112641_0.conda
@@ -1195,6 +1199,7 @@ environments:
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       - conda: https://prefix.dev/conda-forge/win-64/tk-8.6.13-h967ab96_3.conda
+      - conda: https://prefix.dev/conda-forge/win-64/tombi-1.2.6-h18a1a76_0.conda
       - conda: https://prefix.dev/conda-forge/win-64/typos-1.49.0-h18a1a76_0.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-0.12.1-h7ca4a90_0.conda
@@ -1362,6 +1367,7 @@ environments:
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       - conda: https://prefix.dev/conda-forge/win-64/tk-8.6.13-h967ab96_3.conda
+      - conda: https://prefix.dev/conda-forge/win-64/tombi-1.2.6-h18a1a76_0.conda
       - conda: https://prefix.dev/conda-forge/win-64/typos-1.49.0-h18a1a76_0.conda
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@@ -1493,6 +1499,7 @@ environments:
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       - conda: https://prefix.dev/conda-forge/linux-64/tk-8.6.13-noxft_hd70dff1_3.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/tombi-1.2.6-hb17b654_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/triton-3.7.0-cuda129py314h2b49ec1_0.conda
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@@ -1791,6 +1798,7 @@ environments:
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       - conda: https://prefix.dev/conda-forge/win-64/tk-8.6.13-h967ab96_3.conda
+      - conda: https://prefix.dev/conda-forge/win-64/tombi-1.2.6-h18a1a76_0.conda
       - conda: https://prefix.dev/conda-forge/win-64/typos-1.49.0-h18a1a76_0.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-0.12.1-h7ca4a90_0.conda
@@ -2439,6 +2447,7 @@ environments:
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       - conda: https://prefix.dev/conda-forge/linux-64/ruff-0.16.1-h462bb3b_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/tk-8.6.13-noxft_hd70dff1_3.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/tombi-1.2.6-hb17b654_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/typos-1.49.0-hb17b654_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/uv-0.12.1-h2112641_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/yaml-0.2.5-h280c20c_3.conda
@@ -2633,6 +2642,7 @@ environments:
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       - conda: https://prefix.dev/conda-forge/osx-64/tk-8.6.13-hb794df6_3.conda
+      - conda: https://prefix.dev/conda-forge/osx-64/tombi-1.2.6-h19f9e61_0.conda
       - conda: https://prefix.dev/conda-forge/osx-64/typos-1.49.0-h19f9e61_0.conda
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@@ -2758,6 +2768,7 @@ environments:
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       - conda: https://prefix.dev/conda-forge/osx-arm64/tk-8.6.13-hd3d0363_3.conda
+      - conda: https://prefix.dev/conda-forge/osx-arm64/tombi-1.2.6-h6fdd925_0.conda
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@@ -2819,6 +2830,7 @@ environments:
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       - conda: https://prefix.dev/conda-forge/linux-64/tk-8.6.13-noxft_hd70dff1_3.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/tombi-1.2.6-hb17b654_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/typos-1.49.0-hb17b654_0.conda
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@@ -3005,6 +3017,7 @@ environments:
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       - conda: https://prefix.dev/conda-forge/win-64/tk-8.6.13-h967ab96_3.conda
+      - conda: https://prefix.dev/conda-forge/win-64/tombi-1.2.6-h18a1a76_0.conda
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@@ -3126,6 +3139,7 @@ environments:
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       - conda: https://prefix.dev/conda-forge/win-64/tk-8.6.13-h967ab96_3.conda
+      - conda: https://prefix.dev/conda-forge/win-64/tombi-1.2.6-h18a1a76_0.conda
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@@ -6078,26 +6092,27 @@ environments:
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-      - conda: https://prefix.dev/conda-forge/linux-64/ld_impl_linux-64-2.45.1-default_hbd61a6d_102.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/hypothesis-6.165.0-py311h902ca64_0.conda
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-      - conda: https://prefix.dev/conda-forge/linux-64/libzlib-1.3.2-h25fd6f3_2.conda
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       - conda: https://prefix.dev/conda-forge/noarch/tomli-2.4.1-pyhcf101f3_0.conda
-      - conda: https://prefix.dev/conda-forge/noarch/typing_extensions-4.15.0-pyhcf101f3_0.conda
-      - conda: https://prefix.dev/conda-forge/noarch/tzdata-2025c-hc9c84f9_1.conda
+      - conda: https://prefix.dev/conda-forge/noarch/typing_extensions-4.16.0-pyhcf101f3_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_9.conda
       - conda: https://prefix.dev/conda-forge/win-64/coverage-7.14.3-py311h3f79411_0.conda
+      - conda: https://prefix.dev/conda-forge/win-64/hypothesis-6.165.0-py311hf51aa87_0.conda
       - conda: https://prefix.dev/conda-forge/win-64/libblas-3.11.0-8_h8455456_mkl.conda
       - conda: https://prefix.dev/conda-forge/win-64/libcblas-3.11.0-8_h2a3cdd5_mkl.conda
       - conda: https://prefix.dev/conda-forge/win-64/libexpat-2.8.1-hac47afa_1.conda
@@ -6327,53 +6326,50 @@ environments:
       - conda: https://prefix.dev/conda-forge/win-64/libiconv-1.18-hc1393d2_2.conda
       - conda: https://prefix.dev/conda-forge/win-64/liblapack-3.11.0-8_hf9ab0e9_mkl.conda
       - conda: https://prefix.dev/conda-forge/win-64/liblzma-5.8.3-hfd05255_0.conda
-      - conda: https://prefix.dev/conda-forge/win-64/libsqlite-3.53.2-hf5d6505_1.conda
+      - conda: https://prefix.dev/conda-forge/win-64/libsqlite-3.53.4-hf5d6505_0.conda
       - conda: https://prefix.dev/conda-forge/win-64/libwinpthread-12.0.0.r4.gg4f2fc60ca-h57928b3_10.conda
       - conda: https://prefix.dev/conda-forge/win-64/libxml2-16-2.15.3-h692994f_0.conda
       - conda: https://prefix.dev/conda-forge/win-64/libxml2-2.15.3-hbc0d294_0.conda
-      - conda: https://prefix.dev/conda-forge/win-64/libzlib-1.3.2-hfd05255_2.conda
+      - conda: https://prefix.dev/conda-forge/win-64/libzlib-1.3.2-hfd05255_3.conda
       - conda: https://prefix.dev/conda-forge/win-64/llvm-openmp-22.1.8-h4fa8253_0.conda
-      - conda: https://prefix.dev/conda-forge/win-64/mkl-2026.0.0-hac47afa_908.conda
+      - conda: https://prefix.dev/conda-forge/win-64/mkl-2026.1.0-hac47afa_233.conda
       - conda: https://prefix.dev/conda-forge/win-64/ninja-1.13.2-h477610d_0.conda
       - conda: https://prefix.dev/conda-forge/win-64/numpy-2.4.6-py311h65cb7f3_0.conda
-      - conda: https://prefix.dev/conda-forge/win-64/onemkl-license-2026.0.0-h57928b3_908.conda
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       - conda: https://prefix.dev/conda-forge/win-64/openssl-3.6.3-hf411b9b_0.conda
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-      - conda_source: array-api-extra[64f7151e] @ .
+      - conda: https://prefix.dev/conda-forge/win-64/uv-0.12.1-h7ca4a90_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_source: array-api-extra[9f0b63c2] @ .
       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/array-api-strict-2.6.1-pyhc364b38_0.conda
-      - conda: https://prefix.dev/conda-forge/noarch/attrs-26.1.0-pyhcf101f3_0.conda
-      - conda: https://prefix.dev/conda-forge/noarch/ca-certificates-2026.6.17-h4c7d964_0.conda
-      - conda: https://prefix.dev/conda-forge/noarch/click-8.4.1-pyh6dadd2b_0.conda
+      - conda: https://prefix.dev/conda-forge/noarch/ca-certificates-2026.7.22-h4c7d964_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/colorama-0.4.6-pyhd8ed1ab_1.conda
       - conda: https://prefix.dev/conda-forge/noarch/exceptiongroup-1.3.1-pyhd8ed1ab_0.conda
-      - conda: https://prefix.dev/conda-forge/noarch/hypothesis-6.155.7-pyha770c72_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/iniconfig-2.3.0-pyhd8ed1ab_0.conda
-      - conda: https://prefix.dev/conda-forge/noarch/meson-1.11.1-pyhcf101f3_0.conda
+      - conda: https://prefix.dev/conda-forge/noarch/meson-1.11.2-pyhcf101f3_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/meson-python-0.20.0-pyh7e86bf3_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/packaging-26.2-pyhc364b38_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/pluggy-1.6.0-pyhf9edf01_1.conda
       - conda: https://prefix.dev/conda-forge/noarch/pygments-2.20.0-pyhd8ed1ab_0.conda
-      - conda: https://prefix.dev/conda-forge/noarch/pyproject-metadata-0.11.0-pyhd8ed1ab_0.conda
+      - conda: https://prefix.dev/conda-forge/noarch/pyproject-metadata-0.12.1-pyhd8ed1ab_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/pytest-9.1.1-pyhc364b38_2.conda
       - conda: https://prefix.dev/conda-forge/noarch/pytest-cov-7.1.0-pyhcf101f3_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/python_abi-3.11-8_cp311.conda
-      - conda: https://prefix.dev/conda-forge/noarch/setuptools-82.0.1-pyh332efcf_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/sortedcontainers-2.4.0-pyhd8ed1ab_1.conda
       - conda: https://prefix.dev/conda-forge/noarch/tomli-2.4.1-pyhcf101f3_0.conda
-      - conda: https://prefix.dev/conda-forge/noarch/typing_extensions-4.15.0-pyhcf101f3_0.conda
-      - conda: https://prefix.dev/conda-forge/noarch/tzdata-2025c-hc9c84f9_1.conda
+      - conda: https://prefix.dev/conda-forge/noarch/typing_extensions-4.16.0-pyhcf101f3_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_9.conda
       - conda: https://prefix.dev/conda-forge/win-64/coverage-7.14.3-py311h3f79411_0.conda
+      - conda: https://prefix.dev/conda-forge/win-64/hypothesis-6.165.0-py311hf51aa87_0.conda
       - conda: https://prefix.dev/conda-forge/win-64/libblas-3.11.0-8_h8455456_mkl.conda
       - conda: https://prefix.dev/conda-forge/win-64/libcblas-3.11.0-8_h2a3cdd5_mkl.conda
       - conda: https://prefix.dev/conda-forge/win-64/libexpat-2.8.1-hac47afa_1.conda
@@ -6382,27 +6378,27 @@ environments:
       - conda: https://prefix.dev/conda-forge/win-64/libiconv-1.18-hc1393d2_2.conda
       - conda: https://prefix.dev/conda-forge/win-64/liblapack-3.11.0-8_hf9ab0e9_mkl.conda
       - conda: https://prefix.dev/conda-forge/win-64/liblzma-5.8.3-hfd05255_0.conda
-      - conda: https://prefix.dev/conda-forge/win-64/libsqlite-3.53.2-hf5d6505_1.conda
+      - conda: https://prefix.dev/conda-forge/win-64/libsqlite-3.53.4-hf5d6505_0.conda
       - conda: https://prefix.dev/conda-forge/win-64/libwinpthread-12.0.0.r4.gg4f2fc60ca-h57928b3_10.conda
       - conda: https://prefix.dev/conda-forge/win-64/libxml2-16-2.15.3-h692994f_0.conda
       - conda: https://prefix.dev/conda-forge/win-64/libxml2-2.15.3-hbc0d294_0.conda
-      - conda: https://prefix.dev/conda-forge/win-64/libzlib-1.3.2-hfd05255_2.conda
+      - conda: https://prefix.dev/conda-forge/win-64/libzlib-1.3.2-hfd05255_3.conda
       - conda: https://prefix.dev/conda-forge/win-64/llvm-openmp-22.1.8-h4fa8253_0.conda
-      - conda: https://prefix.dev/conda-forge/win-64/mkl-2026.0.0-hac47afa_908.conda
+      - conda: https://prefix.dev/conda-forge/win-64/mkl-2026.1.0-hac47afa_233.conda
       - conda: https://prefix.dev/conda-forge/win-64/ninja-1.13.2-h477610d_0.conda
       - conda: https://prefix.dev/conda-forge/win-64/numpy-2.4.6-py311h65cb7f3_0.conda
-      - conda: https://prefix.dev/conda-forge/win-64/onemkl-license-2026.0.0-h57928b3_908.conda
+      - conda: https://prefix.dev/conda-forge/win-64/onemkl-license-2026.1.0-h57928b3_233.conda
       - conda: https://prefix.dev/conda-forge/win-64/openssl-3.6.3-hf411b9b_0.conda
       - conda: https://prefix.dev/conda-forge/win-64/python-3.11.15-h0159041_1_cpython.conda
       - conda: https://prefix.dev/conda-forge/win-64/scipy-1.17.1-py311h9c22a71_1.conda
       - conda: https://prefix.dev/conda-forge/win-64/tbb-2023.0.0-hd3d4ead_2.conda
-      - conda: https://prefix.dev/conda-forge/win-64/tk-8.6.13-h6ed50ae_3.conda
+      - conda: https://prefix.dev/conda-forge/win-64/tk-8.6.13-h967ab96_3.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-0.11.24-h2229357_0.conda
-      - conda: https://prefix.dev/conda-forge/win-64/vc-14.5-h1b7c187_39.conda
-      - conda: https://prefix.dev/conda-forge/win-64/vc14_runtime-14.51.36231-h1b9f54f_39.conda
-      - conda: https://prefix.dev/conda-forge/win-64/vcomp14-14.51.36231-h1b9f54f_39.conda
-      - conda_source: array-api-extra[64f7151e] @ .
+      - conda: https://prefix.dev/conda-forge/win-64/uv-0.12.1-h7ca4a90_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_source: array-api-extra[9f0b63c2] @ .
   tests-py314:
     channels:
     - url: https://prefix.dev/conda-forge/
@@ -10195,6 +10191,19 @@ packages:
     - tk >=8.6.13,<8.7.0a0
   size: 3550916
   timestamp: 1784229071544
+- conda: https://prefix.dev/conda-forge/linux-64/tombi-1.2.6-hb17b654_0.conda
+  sha256: 5f03e7ade8909c18853247789c88f754ab75c522e8ecf15062b30ace3c079a61
+  md5: 02c4a272d51a4e6f54000627ed3df412
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - libgcc >=14
+  constrains:
+  - __glibc >=2.17
+  license: MIT
+  license_family: MIT
+  run_exports: {}
+  size: 7031830
+  timestamp: 1785730748795
 - conda: https://prefix.dev/conda-forge/linux-64/triton-3.7.0-cuda129py311h2e1fb5d_0.conda
   sha256: e6d915e1eb5d50dfb01d102d6ec8f391b1b6957950844c5170a4d1aa0c0e5d97
   md5: aeb38aabb320d6e17c5e36e4e9c53a2e
@@ -14071,6 +14080,18 @@ packages:
     - tk >=8.6.13,<8.7.0a0
   size: 3516600
   timestamp: 1784229134070
+- conda: https://prefix.dev/conda-forge/osx-64/tombi-1.2.6-h19f9e61_0.conda
+  sha256: c364e5391ef83415867d3d52b415bd28408cf9d737d61160c1ba5c72295c45f4
+  md5: dc5314cc0d5caae2ca2e3df0988d2ae4
+  depends:
+  - __osx >=11.0
+  constrains:
+  - __osx >=11.0
+  license: MIT
+  license_family: MIT
+  run_exports: {}
+  size: 6915148
+  timestamp: 1785730874035
 - conda: https://prefix.dev/conda-forge/osx-64/typos-1.49.0-h19f9e61_0.conda
   sha256: 03ff9f0c629fefaa12457e2d9f0ceaf9841e498445efaa9cb8872d1f1e63137b
   md5: 07b5f6fbf59416f85aad3068dc1f422a
@@ -15930,6 +15951,18 @@ packages:
     - tk >=8.6.13,<8.7.0a0
   size: 3338712
   timestamp: 1784229090530
+- conda: https://prefix.dev/conda-forge/osx-arm64/tombi-1.2.6-h6fdd925_0.conda
+  sha256: 5cd1f03612420535fcd7353dea5097ed3e734739b3b781aa1dbce1ea1f7da305
+  md5: 6b96ccfa64c6c299f69bbd9eee56d5e8
+  depends:
+  - __osx >=11.0
+  constrains:
+  - __osx >=11.0
+  license: MIT
+  license_family: MIT
+  run_exports: {}
+  size: 6407215
+  timestamp: 1785730758960
 - conda: https://prefix.dev/conda-forge/osx-arm64/typos-1.49.0-h6fdd925_0.conda
   sha256: fd5474cab7965b8eed8f9ae8a21c82c3ee10fda5aa369dfc63d0f4593af7dbbf
   md5: a5dc26e78597367e0e39df66f5192fcf
@@ -18136,6 +18169,18 @@ packages:
     - tk >=8.6.13,<8.7.0a0
   size: 3782314
   timestamp: 1784229072899
+- conda: https://prefix.dev/conda-forge/win-64/tombi-1.2.6-h18a1a76_0.conda
+  sha256: 1a896d9f6dd1f68e614901419ac0ea2c5fdd6406db52286fb2d135222c7738a8
+  md5: 16552cfb765a8fabae9e30e5bbe13345
+  depends:
+  - vc >=14.3,<15
+  - vc14_runtime >=14.44.35208
+  - ucrt >=10.0.20348.0
+  license: MIT
+  license_family: MIT
+  run_exports: {}
+  size: 8027741
+  timestamp: 1785730787222
 - conda: https://prefix.dev/conda-forge/win-64/typos-1.49.0-h18a1a76_0.conda
   sha256: e1dea4a75d2d92a4f943ffd6764f5af31518e836996af51e1d88f1ebf5ec8a7f
   md5: 0b42600fc25d9844c3bce99b2fafcd85
diff --git a/pixi.toml b/pixi.toml
index 1e5f9794..02de50d2 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -27,32 +27,66 @@ array-api-compat = "*"
 ### workspace environments ###
 
 [environments]
-default = { features = ["py314"], solve-group = "py314" }
-lint = { features = ["py311", "lint"], solve-group = "py311" }
-docs = { features = ["py314", "docs"], solve-group = "py314" }
-tests = { features = ["py314", "tests"], solve-group = "py314" }
-tests-py314 = { features = ["py314", "tests"], solve-group = "py314" } # alias of tests
-tests-run-deps = { features = ["py314", "tests-run-deps"], solve-group = "py314" }
+default = {
+  features = ["py314"],
+  solve-group = "py314",
+}
+lint = {
+  features = ["py311", "lint"],
+  solve-group = "py311",
+}
+docs = {
+  features = ["py314", "docs"],
+  solve-group = "py314",
+}
+
+tests = {
+  features = ["py314", "tests"],
+  solve-group = "py314",
+}
+tests-py314 = {  # alias of tests
+  features = ["py314", "tests"],
+  solve-group = "py314",
+}
+tests-py311 = {
+  features = ["py311", "tests"],
+  solve-group = "py311",
+}
+tests-run-deps = {
+  features = ["py314", "tests-run-deps"],
+  solve-group = "py314",
+}
 
 # Some backends may pin numpy; use separate solve-group
-dev = { features = ["py314", "lint", "tests", "docs", "dev", "backends"], solve-group = "backends" }
-tests-backends = { features = ["py314", "tests", "backends"], solve-group = "backends" }
-tests-backends-py311 = { features = ["py311", "tests", "backends"] }
+dev = {
+  features = ["py314", "lint", "tests", "docs", "dev", "backends"],
+  solve-group = "backends",
+}
+tests-backends = {
+  features = ["py314", "tests", "backends"],
+  solve-group = "backends",
+}
+tests-backends-py311.features = ["py311", "tests", "backends"]
 
 # CUDA not available on free github actions and on some developers' PCs
-dev-cuda = { features = ["py314", "lint", "tests", "docs", "dev", "backends", "cuda-backends"], solve-group = "cuda" }
-tests-cuda = { features = ["py314", "tests", "backends", "cuda-backends"], solve-group = "cuda" }
-tests-cuda-py311 = { features = ["py311", "tests", "backends", "cuda-backends"] }
+dev-cuda = {
+  features = ["py314", "lint", "tests", "docs", "dev", "backends", "cuda-backends"],
+  solve-group = "cuda",
+}
+tests-cuda = {
+  features = ["py314", "tests", "backends", "cuda-backends"],
+  solve-group = "cuda",
+}
+tests-cuda-py311.features = ["py311", "tests", "backends", "cuda-backends"]
 
 # Ungrouped environments
 tests-numpy1 = ["py311", "tests", "numpy1"]
-tests-py311 = ["py311", "tests"]
 tests-nogil = ["py314t", "nogil", "tests"]
 
 ### default feature definition ###
 
 [dev]
-# this pulls in array-api-extra's host and run dependencies
+# this pulls in array-api-extra's host dependencies
 array-api-extra.path = "."
 
 [dependencies]
@@ -70,7 +104,7 @@ numpydoc = ">=1.10.0,<2"
 array-api-strict = ">=2.6.1,<2.7"
 numpy = ">=2.1.3"
 hypothesis = ">=6.155.7"
-dask-core = ">=2026.7.1" # No distributed, tornado, etc.
+dask-core = ">=2026.7.1"  # No distributed, tornado, etc.
 dprint = ">=0.50.0,<0.51"
 lefthook = ">=2.1.10,<3"
 ruff = ">=0.16.0,<0.17"
@@ -81,27 +115,104 @@ pytest = ">=9.1.1,<10"
 validate-pyproject = ">=0.25,<0.26"
 pyrefly = ">=1.1.1,<1.2"
 zizmor = ">=1.28.0,<1.29"
+tombi = ">=1.2.6,<1.3"
 # NOTE: don't add cupy, jax, pytorch, or sparse here,
 # as they slow down mypy and are not portable across target OSs
 
 [feature.lint.tasks]
-lefthook = { cmd = "lefthook", description = "Run lefthook", default-environment = "lint" }
-hooks = { cmd = "lefthook install", description = "Install pre-commit hooks", default-environment = "lint" }
-pre-commit = { cmd = "lefthook run pre-commit", description = "Run pre-commit checks", default-environment = "lint" }
-pylint = { cmd = "pylint array_api_extra", cwd = "src", description = "Lint with pylint", default-environment = "lint" }
-mypy = { cmd = "mypy", description = "Type check with mypy", default-environment = "lint" }
-pyrefly = { cmd = "pyrefly check", description = "Type check with pyrefly", default-environment = "lint" }
-pyright = { cmd = "basedpyright", description = "Type check with basedpyright", default-environment = "lint" }
-ruff-check = { cmd = "ruff check --fix", description = "Lint with ruff", default-environment = "lint" }
-ruff-format = { cmd = "ruff format", description = "Format with ruff", default-environment = "lint" }
-dprint = { cmd = "dprint fmt", description = "Format with dprint", default-environment = "lint" }
-typos = { cmd = "typos --write-changes --force-exclude", description = "Fix typos", default-environment = "lint" }
-actionlint = { cmd = "actionlint", description = "Lint actions with actionlint", default-environment = "lint" }
-zizmor = { cmd = "zizmor .github -p", description = "GHA static analysis with zizmor", default-environment = "lint" }
-blacken-docs = { cmd = "blacken-docs", description = "Format Python markdown blocks with Black", default-environment = "lint" }
-validate-pyproject = { cmd = "validate-pyproject pyproject.toml", description = "Validate pyproject.toml", default-environment = "lint" }
-numpydoc = { cmd = "numpydoc lint", description = "Validate docstrings with numpydoc", default-environment = "lint" }
-lint = { cmd = "lefthook run pre-commit --all-files --force", description = "Run all linters", default-environment = "lint" }
+lefthook = {
+  description = "Run lefthook",
+  cmd = "lefthook",
+  default-environment = "lint",
+}
+hooks = {
+  description = "Install pre-commit hooks",
+  cmd = "lefthook install",
+  default-environment = "lint",
+}
+pre-commit = {
+  description = "Run pre-commit checks",
+  cmd = "lefthook run pre-commit",
+  default-environment = "lint",
+}
+
+pylint = {
+  description = "Lint with pylint",
+  cwd = "src",
+  cmd = "pylint array_api_extra",
+  default-environment = "lint",
+}
+mypy = {
+  description = "Type check with mypy",
+  cmd = "mypy",
+  default-environment = "lint",
+}
+pyrefly = {
+  description = "Type check with pyrefly",
+  cmd = "pyrefly check",
+  default-environment = "lint",
+}
+pyright = {
+  description = "Type check with basedpyright",
+  cmd = "basedpyright",
+  default-environment = "lint",
+}
+ruff-check = {
+  description = "Lint with ruff",
+  cmd = "ruff check --fix",
+  default-environment = "lint",
+}
+ruff-format = {
+  description = "Format with ruff",
+  cmd = "ruff format",
+  default-environment = "lint",
+}
+dprint = {
+  description = "Format with dprint",
+  cmd = "dprint fmt",
+  default-environment = "lint",
+}
+typos = {
+  description = "Fix typos",
+  cmd = "typos --write-changes --force-exclude",
+  default-environment = "lint",
+}
+actionlint = {
+  description = "Lint actions with actionlint",
+  cmd = "actionlint",
+  default-environment = "lint",
+}
+zizmor = {
+  description = "GHA static analysis with zizmor",
+  cmd = "zizmor .github -p",
+  default-environment = "lint",
+}
+blacken-docs = {
+  description = "Format Python markdown blocks with Black",
+  cmd = "blacken-docs",
+  default-environment = "lint",
+}
+validate-pyproject = {
+  description = "Validate pyproject.toml",
+  cmd = "validate-pyproject pyproject.toml",
+  default-environment = "lint",
+}
+numpydoc = {
+  description = "Validate docstrings with numpydoc",
+  cmd = "numpydoc lint",
+  default-environment = "lint",
+}
+tombi = {
+  description = "Format TOML with tombi",
+  cmd = "tombi format",
+  default-environment = "lint",
+}
+
+lint = {
+  description = "Run all linters",
+  cmd = "lefthook run pre-commit --all-files --force",
+  default-environment = "lint",
+}
 
 [feature.tests.dependencies]
 pytest = ">=9.1.1"
@@ -112,58 +223,126 @@ numpy = ">=1.22.0"
 scipy = ">=1.15.2,<2"
 
 [feature.tests.tasks]
-tests = { cmd = "pytest -v", description = "Run tests", default-environment = "tests" }
-tests-cov = { cmd = "pytest -v -ra --cov --cov-report=xml --cov-report=term --durations=20", description = "Run tests with coverage", default-environment = "tests" }
-
-clean-vendor-compat = { cmd = "rm -rf vendor_tests/array_api_compat", description = "Delete the existing vendored version of array-api-compat", default-environment = "tests" }
-clean-vendor-extra = { cmd = "rm -rf vendor_tests/array_api_extra", description = "Delete the existing vendored version of array-api-extra", default-environment = "tests" }
-copy-vendor-compat = { cmd = "cp -r $(python -c 'import site; print(site.getsitepackages()[0])')/array_api_compat vendor_tests/ && rm -rf vendor_tests/array_api_compat/vendor_tests && rm -rf vendor_tests/array_api_compat/tests", depends-on = ["clean-vendor-compat"], description = "Vendor a clean copy of array-api-compat", default-environment = "tests" }
-copy-vendor-extra = { cmd = "cp -r src/array_api_extra vendor_tests/", depends-on = ["clean-vendor-extra"], description = "Vendor a clean copy of array-api-extra", default-environment = "tests" }
-tests-vendor = { cmd = "pytest -v vendor_tests", depends-on = ["copy-vendor-compat", "copy-vendor-extra"], description = "Check that array-api-extra and array-api-compat can be vendored together", default-environment = "tests" }
-
-tests-ci = { depends-on = ["tests-cov", "tests-vendor"], description = "Run tests with coverage and vendor tests" }
-coverage = { cmd = "coverage html", depends-on = ["tests-cov"], description = "Generate test coverage html report", default-environment = "tests" }
-open-coverage = { cmd = "open htmlcov/index.html", depends-on = ["coverage"], description = "Open test coverage report", default-environment = "tests" }
+tests = {
+  description = "Run tests",
+  cmd = "pytest -v",
+  default-environment = "tests",
+}
+tests-cov = {
+  description = "Run tests with coverage",
+  cmd = "pytest -v -ra --cov --cov-report=xml --cov-report=term --durations=20",
+  default-environment = "tests",
+}
+
+coverage = {
+  description = "Generate test coverage html report",
+  depends-on = ["tests-cov"],
+  cmd = "coverage html",
+  default-environment = "tests",
+}
+open-coverage = {
+  description = "Open test coverage report",
+  depends-on = ["coverage"],
+  cmd = "open htmlcov/index.html",
+  default-environment = "tests",
+}
+
+clean-vendor-compat = {
+  description = "Delete the existing vendored version of array-api-compat",
+  cmd = "rm -rf vendor_tests/array_api_compat",
+  default-environment = "tests",
+}
+clean-vendor-extra = {
+  description = "Delete the existing vendored version of array-api-extra",
+  cmd = "rm -rf vendor_tests/array_api_extra",
+  default-environment = "tests",
+}
+copy-vendor-compat = {
+  description = "Vendor a clean copy of array-api-compat",
+  depends-on = ["clean-vendor-compat"],
+  cmd = "cp -r $(python -c 'import site; print(site.getsitepackages()[0])')/array_api_compat vendor_tests/ && rm -rf vendor_tests/array_api_compat/vendor_tests && rm -rf vendor_tests/array_api_compat/tests",
+  default-environment = "tests",
+}
+copy-vendor-extra = {
+  description = "Vendor a clean copy of array-api-extra",
+  depends-on = ["clean-vendor-extra"],
+  cmd = "cp -r src/array_api_extra vendor_tests/",
+  default-environment = "tests",
+}
+tests-vendor = {
+  description = "Check that array-api-extra and array-api-compat can be vendored together",
+  depends-on = ["copy-vendor-compat", "copy-vendor-extra"],
+  cmd = "pytest -v vendor_tests",
+  default-environment = "tests",
+}
+
+tests-ci = {
+  description = "Run tests with coverage and vendor tests",
+  depends-on = ["tests-cov", "tests-vendor"],
+}
 
 # tests with only run dependencies
 [feature.tests-run-deps.dependencies]
 pytest = ">=9.1.1"
 pytest-cov = ">=7.1.0"
 
-[feature.tests-run-deps.tasks.tests-run-deps]
-cmd = "pytest -v run_deps_tests"
-description = "Run run-dependency tests"
-default-environment = "tests-run-deps"
-
-[feature.tests-run-deps.tasks.tests-run-deps-cov]
-cmd = "pytest -v -ra --cov --cov-report=xml --cov-report=term --durations=20 run_deps_tests"
-description = "Run run-dependency tests with coverage"
-default-environment = "tests-run-deps"
+[feature.tests-run-deps.tasks]
+tests-run-deps = {
+  description = "Run run-dependency tests",
+  cmd = "pytest -v run_deps_tests",
+  default-environment = "tests-run-deps",
+}
+tests-run-deps-cov = {
+  description = "Run run-dependency tests with coverage",
+  cmd = "pytest -v -ra --cov --cov-report=xml --cov-report=term --durations=20 run_deps_tests",
+  default-environment = "tests-run-deps",
+}
 
 [feature.docs.dependencies]
 sphinx = ">=7.4.7"
 furo = ">=2025.12.19"
 myst-parser = ">=5.1.0"
 sphinx-copybutton = ">=0.5.2"
-sphinx-autodoc-typehints = "==3.7.0" # pin due to https://github.com/tox-dev/sphinx-autodoc-typehints/issues/730
+sphinx-autodoc-typehints = "==3.7.0"  # pin due to https://github.com/tox-dev/sphinx-autodoc-typehints/issues/730
 # Needed to import parsed modules with autodoc
-dask-core = ">=2026.7.1" # No distributed, tornado, etc.
+dask-core = ">=2026.7.1"  # No distributed, tornado, etc.
 pytest = ">=9.1.1"
 typing-extensions = ">=4.16.0"
 numpy = ">=2.1.3"
 
 [feature.docs.tasks]
-docs = { cmd = "sphinx-build -E -W . build/", cwd = "docs", description = "Build docs", default-environment = "docs" }
-open-docs = { cmd = "open build/index.html", cwd = "docs", depends-on = ["docs"], description = "Open the generated docs", default-environment = "docs" }
+docs = {
+  description = "Build docs",
+  cwd = "docs",
+  cmd = "sphinx-build -E -W . build/",
+  default-environment = "docs",
+}
+open-docs = {
+  description = "Open the generated docs",
+  depends-on = ["docs"],
+  cwd = "docs",
+  cmd = "open build/index.html",
+  default-environment = "docs",
+}
 
 [feature.docs.target.win.tasks]
-open-docs = { cmd = "cmd /c start build/index.html", cwd = "docs", depends-on = ["docs"], description = "Open the generated docs", default-environment = "docs" }
+open-docs = {
+  description = "Open the generated docs",
+  depends-on = ["docs"],
+  cwd = "docs",
+  cmd = "cmd /c start build/index.html",
+  default-environment = "docs",
+}
 
 [feature.dev.dependencies]
 ipython = ">=9.15.0"
 
 [feature.dev.tasks]
-ipython = { cmd = "ipython", description = "Launch ipython", default-environment = "dev" }
+ipython = {
+  description = "Launch ipython",
+  cmd = "ipython",
+  default-environment = "dev",
+}
 
 [feature.py311.dependencies]
 python = "~=3.11.0"
@@ -183,7 +362,7 @@ numpy = "=1.24.1"
 # Note: JAX and PyTorch will install CPU variants.
 [feature.backends.dependencies]
 pytorch = ">=2.12.0"
-dask-core = ">=2026.7.1" # No distributed, tornado, etc.
+dask-core = ">=2026.7.1"  # No distributed, tornado, etc.
 sparse = ">=0.19.0"
 
 [feature.backends.target.unix.dependencies]
@@ -201,15 +380,21 @@ platforms = ["linux-64-cuda-12-9", "win-64-cuda-12-9"]
 [feature.cuda-backends.dependencies]
 cuda-version = "==12.9"
 cupy = ">=14.1.1"
-pytorch = { version = ">=2.12.0", build = "cuda12*" }
+pytorch = {
+  version = ">=2.12.0",
+  build = "cuda12*",
+}
 
 [feature.cuda-backends.target.linux.dependencies]
-jaxlib = { version = ">=0.10.2", build = "cuda12*" }
+jaxlib = {
+  version = ">=0.10.2",
+  build = "cuda12*",
+}
 
 [feature.nogil.dependencies]
 pytest-run-parallel = ">=0.9.1"
 numpy = ">=2.3.5"
 # pytorch = "*"  # Not available on Python 3.13t yet
-dask-core = ">=2026.7.1" # No distributed, tornado, etc.
+dask-core = ">=2026.7.1"  # No distributed, tornado, etc.
 # sparse = "*"  # numba not available on Python 3.13t yet
 # jax = "*"  # ml_dtypes not available on Python 3.13t yet
diff --git a/pyproject.toml b/pyproject.toml
index 7555123d..c1f6eadc 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,19 +1,15 @@
-[build-system]
-requires = ["meson-python"]
-build-backend = "mesonpy"
-
 [project]
 name = "array-api-extra"
 version = "0.11.1.dev0"
-authors = [
-  { name = "Lucas Colley", email = "lucas.colley8@gmail.com" },
-  # { name = "Open Source Contributors" },  # https://github.com/pypi/warehouse/issues/14813
-]
 description = "Extra array functions built on top of the array API standard."
 readme = "README.md"
+requires-python = ">=3.11"
 license = "MIT"
 license-files = ["LICENSE"]
-requires-python = ">=3.11"
+authors = [
+  { name = "Lucas Colley", email = "lucas.colley8@gmail.com" },
+  # { name = "Open Source Contributors" },  # https://github.com/pypi/warehouse/issues/14813
+]
 classifiers = [
   "Intended Audience :: Developers",
   "Operating System :: OS Independent",
@@ -30,31 +26,52 @@ classifiers = [
 dependencies = ["array-api-compat>=1.15.0,<2"]
 
 [project.urls]
-Homepage = "https://github.com/data-apis/array-api-extra"
 "Bug Tracker" = "https://github.com/data-apis/array-api-extra/issues"
 Changelog = "https://github.com/data-apis/array-api-extra/releases"
+Homepage = "https://github.com/data-apis/array-api-extra"
 
-# pytest
+[build-system]
+requires = ["meson-python"]
+build-backend = "mesonpy"
 
-[tool.pytest.ini_options]
-minversion = "6.0"
-addopts = ["-ra", "--showlocals", "--strict-markers", "--strict-config"]
-xfail_strict = true
-filterwarnings = ["error"]
-log_cli_level = "INFO"
-testpaths = ["tests"]
-markers = [
-  "skip_xp_backend(library, /, *, reason=None): Skip test for a specific backend",
-  "xfail_xp_backend(library, /, *, reason=None, strict=None): Xfail test for a specific backend",
-]
+[tool.basedpyright]
+include = ["src", "tests", "vendor_tests", "run_deps_tests"]
+exclude = ["vendor_tests/array_api_compat"]
+pythonVersion = "3.11"
+pythonPlatform = "All"
+typeCheckingMode = "all"
 
-# Coverage
+# https://github.com/data-apis/array-api-typing
+reportAny = false
+reportExplicitAny = false
+# no array-api-strict type stubs; pytest fixtures
+reportUnknownMemberType = false
+# no array-api-compat type stubs; pytest fixtures
+reportUnknownVariableType = false
+# Redundant with mypy checks
+reportMissingImports = false
+reportMissingTypeStubs = false
+# false positives for input validation
+reportUnreachable = false
+# ruff handles this
+reportUnusedParameter = false
+# cyclic imports inside function bodies
+reportImportCycles = false
+# PyRight can't trace types in lambdas
+reportUnknownLambdaType = false
+# conflicts with https://docs.astral.sh/ruff/rules/explicit-string-concatenation/
+reportImplicitStringConcatenation = false
+
+executionEnvironments = [
+  { root = "tests", reportPrivateUsage = false, reportUnknownArgumentType = false },
+  { root = "vendor_tests", reportPrivateUsage = false, reportUnknownArgumentType = false },
+  { root = "run_deps_tests", reportPrivateUsage = false, reportUnknownArgumentType = false },
+  { root = "src" },
+]
 
 [tool.coverage]
 run.source = ["array_api_extra"]
 
-# mypy
-
 [tool.mypy]
 files = ["src", "tests", "vendor_tests", "run_deps_tests"]
 python_version = "3.11"
@@ -70,11 +87,11 @@ ignore_missing_imports = true
 
 [[tool.mypy.overrides]]
 module = ["tests/*"]
-disable_error_code = ["no-untyped-def"] # test(...) without -> None
+disable_error_code = ["no-untyped-def"]  # test(...) without -> None
 
 [[tool.mypy.overrides]]
 module = ["vendor_tests/*"]
-disable_error_code = ["no-untyped-def"] # test(...) without -> None
+disable_error_code = ["no-untyped-def"]  # test(...) without -> None
 
 [[tool.mypy.overrides]]
 module = ["vendor_tests/array_api_compat/*"]
@@ -82,9 +99,32 @@ ignore_errors = true
 
 [[tool.mypy.overrides]]
 module = ["run_deps_tests/*"]
-disable_error_code = ["no-untyped-def"] # test(...) without -> None
+disable_error_code = ["no-untyped-def"]  # test(...) without -> None
+
+[tool.numpydoc_validation]
+checks = [
+  "all",  # report on all checks, except the below
+  "EX01",  # most docstrings do not need an example
+  "SA01",  # data-apis/array-api-extra#87
+  "ES01",  # most docstrings do not need an extended summary
+]
+exclude_files = [
+  "^tests/.*",
+  "^vendor_tests/.*",
+]
 
-# pyrefly
+[tool.pylint]
+py-version = "3.11"
+reports.output-format = "colorized"
+messages_control.disable = [
+  "design",  # ignore heavily opinionated design checks
+  "fixme",  # allow FIXME comments
+  "line-too-long",  # ruff handles this
+  "unused-argument",  # ruff handles this
+  "missing-function-docstring",  # numpydoc handles this
+  "import-error",  # mypy handles this
+  "import-outside-toplevel",  # optional dependencies
+]
 
 [tool.pyrefly.errors]
 # Redundant with mypy checks
@@ -115,113 +155,57 @@ errors = { unannotated-return = false }
 matches = "run_deps_tests/*.py"
 errors = { unannotated-return = false }
 
-# pyright
-
-[tool.basedpyright]
-include = ["src", "tests", "vendor_tests", "run_deps_tests"]
-exclude = ["vendor_tests/array_api_compat"]
-pythonVersion = "3.11"
-pythonPlatform = "All"
-typeCheckingMode = "all"
-
-# https://github.com/data-apis/array-api-typing
-reportAny = false
-reportExplicitAny = false
-# no array-api-strict type stubs; pytest fixtures
-reportUnknownMemberType = false
-# no array-api-compat type stubs; pytest fixtures
-reportUnknownVariableType = false
-# Redundant with mypy checks
-reportMissingImports = false
-reportMissingTypeStubs = false
-# false positives for input validation
-reportUnreachable = false
-# ruff handles this
-reportUnusedParameter = false
-# cyclic imports inside function bodies
-reportImportCycles = false
-# PyRight can't trace types in lambdas
-reportUnknownLambdaType = false
-# conflicts with https://docs.astral.sh/ruff/rules/explicit-string-concatenation/
-reportImplicitStringConcatenation = false
-
-executionEnvironments = [
-  { root = "tests", reportPrivateUsage = false, reportUnknownArgumentType = false },
-  { root = "vendor_tests", reportPrivateUsage = false, reportUnknownArgumentType = false },
-  { root = "run_deps_tests", reportPrivateUsage = false, reportUnknownArgumentType = false },
-  { root = "src" },
+[tool.pytest.ini_options]
+addopts = ["-ra", "--showlocals", "--strict-markers", "--strict-config"]
+filterwarnings = ["error"]
+log_cli_level = "INFO"
+markers = [
+  "skip_xp_backend(library, /, *, reason=None): Skip test for a specific backend",
+  "xfail_xp_backend(library, /, *, reason=None, strict=None): Xfail test for a specific backend",
 ]
-
-# Ruff
+minversion = "6.0"
+testpaths = ["tests"]
+xfail_strict = true
 
 [tool.ruff]
 target-version = "py311"
 
 [tool.ruff.lint]
 extend-select = [
-  "B", # flake8-bugbear
-  "F", # Pyflakes
-  "I", # isort
-  "E", # Pycodestyle
-  "W", # Pycodestyle
-  "N", # pep8-naming
-  "ARG", # flake8-unused-arguments
-  "C4", # flake8-comprehensions
-  "EM", # flake8-errmsg
-  "ICN", # flake8-import-conventions
-  "ISC", # flake8-implicit-str-concat
-  "G", # flake8-logging-format
-  "PGH", # pygrep-hooks
-  "PIE", # flake8-pie
-  "PL", # pylint
-  "PT", # flake8-pytest-style
-  "PTH", # flake8-use-pathlib
-  "RET", # flake8-return
-  "RUF", # Ruff-specific
-  "SIM", # flake8-simplify
-  "T20", # flake8-print
-  "UP", # pyupgrade
-  "YTT", # flake8-2020
-  "EXE", # flake8-executable
-  "NPY", # NumPy specific rules
-  "PD", # pandas-vet
-  "UP", # Pyupgrade
+  "B",  # flake8-bugbear
+  "F",  # Pyflakes
+  "I",  # isort
+  "E",  # Pycodestyle
+  "W",  # Pycodestyle
+  "N",  # pep8-naming
+  "ARG",  # flake8-unused-arguments
+  "C4",  # flake8-comprehensions
+  "EM",  # flake8-errmsg
+  "ICN",  # flake8-import-conventions
+  "ISC",  # flake8-implicit-str-concat
+  "G",  # flake8-logging-format
+  "PGH",  # pygrep-hooks
+  "PIE",  # flake8-pie
+  "PL",  # pylint
+  "PT",  # flake8-pytest-style
+  "PTH",  # flake8-use-pathlib
+  "RET",  # flake8-return
+  "RUF",  # Ruff-specific
+  "SIM",  # flake8-simplify
+  "T20",  # flake8-print
+  "UP",  # pyupgrade
+  "YTT",  # flake8-2020
+  "EXE",  # flake8-executable
+  "NPY",  # NumPy specific rules
+  "PD",  # pandas-vet
+  "UP",  # Pyupgrade
 ]
 ignore = [
-  "PLR09", # Too many <...>
-  "PLR2004", # Magic value used in comparison
-  "ISC001", # Conflicts with formatter
-  "N801", # Class name should use CapWords convention
-  "N802", # Function name should be lowercase
-  "N806", # Variable in function should be lowercase
-  "PLC0415", # `import` should be at the top-level of a file
-]
-
-# Pylint
-
-[tool.pylint]
-py-version = "3.11"
-reports.output-format = "colorized"
-messages_control.disable = [
-  "design", # ignore heavily opinionated design checks
-  "fixme", # allow FIXME comments
-  "line-too-long", # ruff handles this
-  "unused-argument", # ruff handles this
-  "missing-function-docstring", # numpydoc handles this
-  "import-error", # mypy handles this
-  "import-outside-toplevel", # optional dependencies
-]
-
-# numpydoc
-
-[tool.numpydoc_validation]
-checks = [
-  "all", # report on all checks, except the below
-  "EX01", # most docstrings do not need an example
-  "SA01", # data-apis/array-api-extra#87
-  "ES01", # most docstrings do not need an extended summary
-]
-exclude_files = [
-  '^tests/.*',
-  '^vendor_tests/.*',
+  "PLR09",  # Too many <...>
+  "PLR2004",  # Magic value used in comparison
+  "ISC001",  # Conflicts with formatter
+  "N801",  # Class name should use CapWords convention
+  "N802",  # Function name should be lowercase
+  "N806",  # Variable in function should be lowercase
+  "PLC0415",  # `import` should be at the top-level of a file
 ]
diff --git a/tombi.toml b/tombi.toml
new file mode 100644
index 00000000..3d86da1c
--- /dev/null
+++ b/tombi.toml
@@ -0,0 +1,2 @@
+toml-version = "v1.1.0"
+format.rules.line-width = 100