diff --git a/poetry.lock b/poetry.lock
index b662213..7518fff 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3007,31 +3007,30 @@ files = [
 
 [[package]]
 name = "ruff"
-version = "0.12.12"
+version = "0.16.1"
 description = "An extremely fast Python linter and code formatter, written in Rust."
 optional = false
 python-versions = ">=3.7"
 groups = ["dev"]
 files = [
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-    {file = "ruff-0.12.12-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:7acd6045e87fac75a0b0cdedacf9ab3e1ad9d929d149785903cff9bb69ad9727"},
-    {file = "ruff-0.12.12-py3-none-macosx_11_0_arm64.whl", hash = "sha256:abf4073688d7d6da16611f2f126be86523a8ec4343d15d276c614bda8ec44edb"},
-    {file = "ruff-0.12.12-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:968e77094b1d7a576992ac078557d1439df678a34c6fe02fd979f973af167577"},
-    {file = "ruff-0.12.12-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:42a67d16e5b1ffc6d21c5f67851e0e769517fb57a8ebad1d0781b30888aa704e"},
-    {file = "ruff-0.12.12-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b216ec0a0674e4b1214dcc998a5088e54eaf39417327b19ffefba1c4a1e4971e"},
-    {file = "ruff-0.12.12-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:59f909c0fdd8f1dcdbfed0b9569b8bf428cf144bec87d9de298dcd4723f5bee8"},
-    {file = "ruff-0.12.12-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9ac93d87047e765336f0c18eacad51dad0c1c33c9df7484c40f98e1d773876f5"},
-    {file = "ruff-0.12.12-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:01543c137fd3650d322922e8b14cc133b8ea734617c4891c5a9fccf4bfc9aa92"},
-    {file = "ruff-0.12.12-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2afc2fa864197634e549d87fb1e7b6feb01df0a80fd510d6489e1ce8c0b1cc45"},
-    {file = "ruff-0.12.12-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:0c0945246f5ad776cb8925e36af2438e66188d2b57d9cf2eed2c382c58b371e5"},
-    {file = "ruff-0.12.12-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:a0fbafe8c58e37aae28b84a80ba1817f2ea552e9450156018a478bf1fa80f4e4"},
-    {file = "ruff-0.12.12-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:b9c456fb2fc8e1282affa932c9e40f5ec31ec9cbb66751a316bd131273b57c23"},
-    {file = "ruff-0.12.12-py3-none-musllinux_1_2_i686.whl", hash = "sha256:5f12856123b0ad0147d90b3961f5c90e7427f9acd4b40050705499c98983f489"},
-    {file = "ruff-0.12.12-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:26a1b5a2bf7dd2c47e3b46d077cd9c0fc3b93e6c6cc9ed750bd312ae9dc302ee"},
-    {file = "ruff-0.12.12-py3-none-win32.whl", hash = "sha256:173be2bfc142af07a01e3a759aba6f7791aa47acf3604f610b1c36db888df7b1"},
-    {file = "ruff-0.12.12-py3-none-win_amd64.whl", hash = "sha256:e99620bf01884e5f38611934c09dd194eb665b0109104acae3ba6102b600fd0d"},
-    {file = "ruff-0.12.12-py3-none-win_arm64.whl", hash = "sha256:2a8199cab4ce4d72d158319b63370abf60991495fb733db96cd923a34c52d093"},
-    {file = "ruff-0.12.12.tar.gz", hash = "sha256:b86cd3415dbe31b3b46a71c598f4c4b2f550346d1ccf6326b347cc0c8fd063d6"},
+    {file = "ruff-0.16.1-py3-none-linux_armv6l.whl", hash = "sha256:58edb313b88f0c5460a26adf5f39a37a3be789494a15e3e411e35fa78b89f9a0"},
+    {file = "ruff-0.16.1-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:fde5a99e2f97479af66edd6622c6d5a2a7592c77cf4153d9e4428f5eeb55b60c"},
+    {file = "ruff-0.16.1-py3-none-macosx_11_0_arm64.whl", hash = "sha256:e0d4c20532fca4f7fa609369161d968dd28f65d83dabbd61d8e9c7edbf7001f6"},
+    {file = "ruff-0.16.1-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:30affbcedf59ad5703d9c91f82266e02b47739f797e1a7b6e158e5526a6dae38"},
+    {file = "ruff-0.16.1-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:24e9c631573cbca9d20f1283f8f479b2afa4a8503504822bd71a293889f16743"},
+    {file = "ruff-0.16.1-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b41bdd48fb420987a9b5212e4957c26ad4abce401fa9ea9d4d85843727945f4f"},
+    {file = "ruff-0.16.1-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b0d1e1393b7648079e13669de1c1f4fde06d4583e84d8fd5c1551e0a77a2aa75"},
+    {file = "ruff-0.16.1-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:07bf434b1c95f4e093be4532068ef4fcf00924eb2ade8796075980902d6fd54a"},
+    {file = "ruff-0.16.1-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:39897739f112253ee4fdd2e8aa9a4f9ded99fb2be367d5f31dfa4ded6025584c"},
+    {file = "ruff-0.16.1-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:82ae3c0c0d74daf17b968a10b7b3bb3ef297ab7de0c1f749646b25e690ccb150"},
+    {file = "ruff-0.16.1-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:4d5f2ed10f8242d83fc08d521301089364e3375375705356f20c0e31606ef3ef"},
+    {file = "ruff-0.16.1-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:a4665b309891f83f3e3c25447935f1213e9abbd4b5640af7a1f2def9f8d413c1"},
+    {file = "ruff-0.16.1-py3-none-musllinux_1_2_i686.whl", hash = "sha256:26e9ca5c9bc3971f20d3cf18a957f52ffd6a5f6564ff15c4912a144dcac22494"},
+    {file = "ruff-0.16.1-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:67e1e1e3fa4f0c82f0e36d4cd61e661f6e7a6196cb1aa92fe0828fa7b8f257cd"},
+    {file = "ruff-0.16.1-py3-none-win32.whl", hash = "sha256:d31765e131295b8445caf301e3e8a85b34d1b9b211b4109b7ba457888b051806"},
+    {file = "ruff-0.16.1-py3-none-win_amd64.whl", hash = "sha256:09b05e8b90c2cb06ad63464350e7a45e8e44a2dfe52072ebfba6666ca8d3f596"},
+    {file = "ruff-0.16.1-py3-none-win_arm64.whl", hash = "sha256:dbaadaac38c70239f056d306b7476f246b0bf000fa6b3876402acbf5b227eaf8"},
+    {file = "ruff-0.16.1.tar.gz", hash = "sha256:fedad7c801dabd3fb9741d76aca39246e6ddd9ca446a015875207bf19f1e6bc7"},
 ]
 
 [[package]]
@@ -3725,4 +3724,4 @@ dev = ["black (>=19.3b0) ; python_version >= \"3.6\"", "pytest (>=4.6.2)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.12"
-content-hash = "de475fff6de03f7dfa5f07f47c1b27bece7f4a49bb64c2425c3af1a28b2ad9e3"
+content-hash = "bc41f6ede548cb308df683065162c504c5e8e3a276bd938c8fe096364e16c05d"
diff --git a/pyproject.toml b/pyproject.toml
index 87f573a..35fb430 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -39,7 +39,7 @@ httpx = "^0.28.0"
 # Type checking
 basedpyright = "^1.11.2"
 # Linting and formatting
-ruff = "^0.12.0"
+ruff = "^0.16.0"
 # Interactive notebooks
 jupyter = "^1.0.0"
 # Import cycle detection