diff --git a/pixi.lock b/pixi.lock
index 4f473bd8..94cd02af 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -282,7 +282,7 @@ environments:
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       - conda: https://prefix.dev/conda-forge/noarch/requests-2.32.5-pyhcf101f3_1.conda
       - conda: https://prefix.dev/conda-forge/noarch/roman-numerals-4.1.0-pyhd8ed1ab_0.conda
-      - conda: https://prefix.dev/conda-forge/linux-64/ruff-0.15.8-h7805a7d_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/ruff-0.15.11-h7805a7d_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/scipy-1.17.1-py314hf07bd8e_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/setuptools-82.0.0-pyh332efcf_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/sleef-3.9.0-ha0421bc_0.conda
@@ -469,7 +469,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/osx-64/readline-8.3-h68b038d_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/requests-2.32.5-pyhcf101f3_1.conda
       - conda: https://prefix.dev/conda-forge/noarch/roman-numerals-4.1.0-pyhd8ed1ab_0.conda
-      - conda: https://prefix.dev/conda-forge/osx-64/ruff-0.15.8-h16586dd_0.conda
+      - conda: https://prefix.dev/conda-forge/osx-64/ruff-0.15.11-h16586dd_0.conda
       - conda: https://prefix.dev/conda-forge/osx-64/scipy-1.17.1-py314h5727af0_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/setuptools-82.0.0-pyh332efcf_0.conda
       - conda: https://prefix.dev/conda-forge/osx-64/sleef-3.9.0-h289094c_0.conda
@@ -652,7 +652,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/osx-arm64/readline-8.3-h46df422_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/requests-2.32.5-pyhcf101f3_1.conda
       - conda: https://prefix.dev/conda-forge/noarch/roman-numerals-4.1.0-pyhd8ed1ab_0.conda
-      - conda: https://prefix.dev/conda-forge/osx-arm64/ruff-0.15.8-hc5c3a1d_0.conda
+      - conda: https://prefix.dev/conda-forge/osx-arm64/ruff-0.15.11-hc5c3a1d_0.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/scipy-1.17.1-py314hfc1f868_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/setuptools-82.0.0-pyh332efcf_0.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/sleef-3.9.0-hb028509_0.conda
@@ -810,7 +810,7 @@ environments:
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       - conda: https://prefix.dev/conda-forge/noarch/requests-2.32.5-pyhcf101f3_1.conda
       - conda: https://prefix.dev/conda-forge/noarch/roman-numerals-4.1.0-pyhd8ed1ab_0.conda
-      - conda: https://prefix.dev/conda-forge/win-64/ruff-0.15.8-h02f8532_0.conda
+      - conda: https://prefix.dev/conda-forge/win-64/ruff-0.15.11-h02f8532_0.conda
       - conda: https://prefix.dev/conda-forge/win-64/scipy-1.17.1-py314h221f224_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/setuptools-82.0.0-pyh332efcf_0.conda
       - conda: https://prefix.dev/conda-forge/win-64/sleef-3.9.0-h67fd636_0.conda
@@ -1056,7 +1056,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/linux-64/readline-8.3-h853b02a_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/requests-2.32.5-pyhcf101f3_1.conda
       - conda: https://prefix.dev/conda-forge/noarch/roman-numerals-4.1.0-pyhd8ed1ab_0.conda
-      - conda: https://prefix.dev/conda-forge/linux-64/ruff-0.15.8-h7805a7d_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/ruff-0.15.11-h7805a7d_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/scipy-1.16.3-py314hf07bd8e_2.conda
       - conda: https://prefix.dev/conda-forge/noarch/setuptools-82.0.0-pyh332efcf_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/sleef-3.9.0-ha0421bc_0.conda
@@ -1244,7 +1244,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/osx-64/readline-8.3-h68b038d_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/requests-2.32.5-pyhcf101f3_1.conda
       - conda: https://prefix.dev/conda-forge/noarch/roman-numerals-4.1.0-pyhd8ed1ab_0.conda
-      - conda: https://prefix.dev/conda-forge/osx-64/ruff-0.15.8-h16586dd_0.conda
+      - conda: https://prefix.dev/conda-forge/osx-64/ruff-0.15.11-h16586dd_0.conda
       - conda: https://prefix.dev/conda-forge/osx-64/scipy-1.17.1-py314h5727af0_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/setuptools-82.0.0-pyh332efcf_0.conda
       - conda: https://prefix.dev/conda-forge/osx-64/sleef-3.9.0-h289094c_0.conda
@@ -1427,7 +1427,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/osx-arm64/readline-8.3-h46df422_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/requests-2.32.5-pyhcf101f3_1.conda
       - conda: https://prefix.dev/conda-forge/noarch/roman-numerals-4.1.0-pyhd8ed1ab_0.conda
-      - conda: https://prefix.dev/conda-forge/osx-arm64/ruff-0.15.8-hc5c3a1d_0.conda
+      - conda: https://prefix.dev/conda-forge/osx-arm64/ruff-0.15.11-hc5c3a1d_0.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/scipy-1.17.1-py314hfc1f868_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/setuptools-82.0.0-pyh332efcf_0.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/sleef-3.9.0-hb028509_0.conda
@@ -1605,7 +1605,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/win-64/pyyaml-6.0.3-py314h2359020_1.conda
       - conda: https://prefix.dev/conda-forge/noarch/requests-2.32.5-pyhcf101f3_1.conda
       - conda: https://prefix.dev/conda-forge/noarch/roman-numerals-4.1.0-pyhd8ed1ab_0.conda
-      - conda: https://prefix.dev/conda-forge/win-64/ruff-0.15.8-h02f8532_0.conda
+      - conda: https://prefix.dev/conda-forge/win-64/ruff-0.15.11-h02f8532_0.conda
       - conda: https://prefix.dev/conda-forge/win-64/scipy-1.16.3-py314h221f224_2.conda
       - conda: https://prefix.dev/conda-forge/noarch/setuptools-82.0.0-pyh332efcf_0.conda
       - conda: https://prefix.dev/conda-forge/win-64/sleef-3.9.0-h67fd636_0.conda
@@ -2145,7 +2145,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/linux-64/readline-8.3-h853b02a_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/requests-2.32.5-pyhcf101f3_1.conda
       - conda: https://prefix.dev/conda-forge/noarch/roman-numerals-4.1.0-pyhd8ed1ab_0.conda
-      - conda: https://prefix.dev/conda-forge/linux-64/ruff-0.15.8-h7805a7d_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/ruff-0.15.11-h7805a7d_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/setuptools-82.0.0-pyh332efcf_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/snowballstemmer-3.0.1-pyhd8ed1ab_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/sortedcontainers-2.4.0-pyhd8ed1ab_1.conda
@@ -2268,7 +2268,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/osx-64/readline-8.3-h68b038d_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/requests-2.32.5-pyhcf101f3_1.conda
       - conda: https://prefix.dev/conda-forge/noarch/roman-numerals-4.1.0-pyhd8ed1ab_0.conda
-      - conda: https://prefix.dev/conda-forge/osx-64/ruff-0.15.8-h16586dd_0.conda
+      - conda: https://prefix.dev/conda-forge/osx-64/ruff-0.15.11-h16586dd_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/setuptools-82.0.0-pyh332efcf_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/snowballstemmer-3.0.1-pyhd8ed1ab_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/sortedcontainers-2.4.0-pyhd8ed1ab_1.conda
@@ -2391,7 +2391,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/osx-arm64/readline-8.3-h46df422_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/requests-2.32.5-pyhcf101f3_1.conda
       - conda: https://prefix.dev/conda-forge/noarch/roman-numerals-4.1.0-pyhd8ed1ab_0.conda
-      - conda: https://prefix.dev/conda-forge/osx-arm64/ruff-0.15.8-hc5c3a1d_0.conda
+      - conda: https://prefix.dev/conda-forge/osx-arm64/ruff-0.15.11-hc5c3a1d_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/setuptools-82.0.0-pyh332efcf_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/snowballstemmer-3.0.1-pyhd8ed1ab_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/sortedcontainers-2.4.0-pyhd8ed1ab_1.conda
@@ -2504,7 +2504,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/win-64/pyyaml-6.0.3-py314h2359020_1.conda
       - conda: https://prefix.dev/conda-forge/noarch/requests-2.32.5-pyhcf101f3_1.conda
       - conda: https://prefix.dev/conda-forge/noarch/roman-numerals-4.1.0-pyhd8ed1ab_0.conda
-      - conda: https://prefix.dev/conda-forge/win-64/ruff-0.15.8-h02f8532_0.conda
+      - conda: https://prefix.dev/conda-forge/win-64/ruff-0.15.11-h02f8532_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/setuptools-82.0.0-pyh332efcf_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/snowballstemmer-3.0.1-pyhd8ed1ab_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/sortedcontainers-2.4.0-pyhd8ed1ab_1.conda
@@ -13260,67 +13260,63 @@ packages:
   - pkg:pypi/roman-numerals?source=hash-mapping
   size: 13814
   timestamp: 1766003022813
-- conda: https://prefix.dev/conda-forge/linux-64/ruff-0.15.8-h7805a7d_0.conda
+- conda: https://prefix.dev/conda-forge/linux-64/ruff-0.15.11-h7805a7d_0.conda
   noarch: python
-  sha256: c4778a348a99b781585f8ef47f134a5ebfe205f9f403ecd601fc602efa7e54ce
-  md5: 67bed7148b00f10bd30766cb58fb8f6f
+  sha256: cdbe0e611cf6abfea4d0a8d31721cdd357987ebc4521392638d7b57169422968
+  md5: 67a5122f008a689124eeb2075c1d92ab
   depends:
   - python
-  - libgcc >=14
   - __glibc >=2.17,<3.0.a0
+  - libgcc >=14
   constrains:
   - __glibc >=2.17
   license: MIT
-  license_family: MIT
   purls:
   - pkg:pypi/ruff?source=compressed-mapping
-  size: 9233459
-  timestamp: 1774602134378
-- conda: https://prefix.dev/conda-forge/osx-64/ruff-0.15.8-h16586dd_0.conda
+  size: 9327937
+  timestamp: 1776378777189
+- conda: https://prefix.dev/conda-forge/osx-64/ruff-0.15.11-h16586dd_0.conda
   noarch: python
-  sha256: 461374440f51a529f7a6d98b375e7275a718c0b01eceeddd09e4686628af1694
-  md5: c2264b6843ddd72daafb99bf7f418206
+  sha256: 4b9adce4d8d99bf5f193a8bf3b2aaa91f3b65d88fd610f61a6330120704eacaf
+  md5: d2c7c98d69f8e0d9160257fb590ffe4f
   depends:
   - python
   - __osx >=11.0
   constrains:
   - __osx >=10.13
   license: MIT
-  license_family: MIT
   purls:
-  - pkg:pypi/ruff?source=hash-mapping
-  size: 9198854
-  timestamp: 1774602365946
-- conda: https://prefix.dev/conda-forge/osx-arm64/ruff-0.15.8-hc5c3a1d_0.conda
+  - pkg:pypi/ruff?source=compressed-mapping
+  size: 9350619
+  timestamp: 1776378920511
+- conda: https://prefix.dev/conda-forge/osx-arm64/ruff-0.15.11-hc5c3a1d_0.conda
   noarch: python
-  sha256: c26c0536190e0211582cfc1c35cddd231678c130ed178edc37b37fabf0a050de
-  md5: fa921b1314935be129087490fce6b8d7
+  sha256: 2c8d24c58059cc1ed590276591634482fe921d2542957323caaa21e053cf6971
+  md5: 4fe5ced33c7d002ccdf4c49c754f45c1
   depends:
   - python
   - __osx >=11.0
   constrains:
   - __osx >=11.0
   license: MIT
-  license_family: MIT
   purls:
-  - pkg:pypi/ruff?source=hash-mapping
-  size: 8389699
-  timestamp: 1774602454769
-- conda: https://prefix.dev/conda-forge/win-64/ruff-0.15.8-h02f8532_0.conda
+  - pkg:pypi/ruff?source=compressed-mapping
+  size: 8510514
+  timestamp: 1776378932502
+- conda: https://prefix.dev/conda-forge/win-64/ruff-0.15.11-h02f8532_0.conda
   noarch: python
-  sha256: 6b3e2568b8023cc5862b530693c7219adb924645aa14d0e81e5498cbb4498f3a
-  md5: d1d4299b79941e62f233eac40cc01945
+  sha256: 29b1d24ad55d68abe04ff7911107344e63d3b76ae54f58c52a2a74fbf8a53c4c
+  md5: ce7fdb3d4e42746ae13703ae80176c75
   depends:
   - python
   - vc >=14.3,<15
   - vc14_runtime >=14.44.35208
   - ucrt >=10.0.20348.0
   license: MIT
-  license_family: MIT
   purls:
   - pkg:pypi/ruff?source=compressed-mapping
-  size: 9681714
-  timestamp: 1774602197472
+  size: 9828825
+  timestamp: 1776378829267
 - conda: https://prefix.dev/conda-forge/linux-64/scipy-1.15.2-py311h8f841c2_0.conda
   sha256: 6d0902775e3ff96dd1d36ac627e03fe6c0b3d2159bb71e115dd16a1f31693b25
   md5: 5ec0a1732a05376241e1e4c6d50e0e91
diff --git a/pyproject.toml b/pyproject.toml
index d35ac2c2..9ced81be 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -102,7 +102,7 @@ hypothesis = ">=6.151.9"
 dask-core = ">=2026.3.0" # No distributed, tornado, etc.
 dprint = ">=0.50.0,<0.51"
 lefthook = ">=2.1.4,<3"
-ruff = ">=0.15.8,<0.16"
+ruff = ">=0.15.9,<0.16"
 typos = ">=1.44.0,<2"
 actionlint = ">=1.7.12,<2"
 blacken-docs = ">=1.20.0,<2"