diff --git a/poetry.lock b/poetry.lock
index b662213..6f0bfe6 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3007,31 +3007,30 @@ files = [
 
 [[package]]
 name = "ruff"
-version = "0.12.12"
+version = "0.15.16"
 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-0.15.16-py3-none-linux_armv6l.whl", hash = "sha256:6ac3c0b3969cc6cf6b158c4e2f8f682acb58e7d700d8a44b65ecdc72d66ab0b2"},
+    {file = "ruff-0.15.16-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:197c207ed75ffba54a0dec23db4aa939a27a3053073e085e0042433cbdc58e4a"},
+    {file = "ruff-0.15.16-py3-none-macosx_11_0_arm64.whl", hash = "sha256:3a39fec45ab316cc23e7558f23fea4a70403ddb5648ea9a4a3854a16973d0071"},
+    {file = "ruff-0.15.16-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ba93191d79003116b95128c9d306e045200fdbd0bccb782b110f3cd1d4abc5cf"},
+    {file = "ruff-0.15.16-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:c6ee4b90520630120ef032aa5cc10db483852dff950e78b1d717e2993a61ac8d"},
+    {file = "ruff-0.15.16-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4e4215bc938bc3c8215c1472c1aa437e310fee20cd427335fec9d7e609563628"},
+    {file = "ruff-0.15.16-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:7c8d26be963b090f10e29abc8b3e74a2a321f6fa34e02424e30b5af89350ecbb"},
+    {file = "ruff-0.15.16-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f198cf4123602a2280ed46c307bcbafe41758d6fee5b456b6b6058ca1514b3b4"},
+    {file = "ruff-0.15.16-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bb27515fa6240fb586ae82b901a59e67d24acff86f2190b433dc542fe0435aeb"},
+    {file = "ruff-0.15.16-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:a267c46ba1593fc26b8eecbea050b39d40c0b6bb7781ee11c90a02cd10032951"},
+    {file = "ruff-0.15.16-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:528c68f39a91498a8d50e91ff5985df3d105782bab49cc378e73ac26bff083e8"},
+    {file = "ruff-0.15.16-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:7ed55c58950df60589a9a7a5d2f8fa5f54ebd287163be805adfe6ee95a9de123"},
+    {file = "ruff-0.15.16-py3-none-musllinux_1_2_i686.whl", hash = "sha256:d482feaf51512b50f9790ceb417a56a61dd1e9d9bf967662b9ed27c01b34f53a"},
+    {file = "ruff-0.15.16-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:1e15bc8c94513dae2a40cc9ef07c94fdd4ecc9e29dabebeebe170f952322c9e3"},
+    {file = "ruff-0.15.16-py3-none-win32.whl", hash = "sha256:580378f7bd4aa25f72e74aa54948a9622f142b1e509521dd10902e886681cc1e"},
+    {file = "ruff-0.15.16-py3-none-win_amd64.whl", hash = "sha256:408256017284eddf98fff77b29aa4fb30f586042d535b2d9befc6512f400aaec"},
+    {file = "ruff-0.15.16-py3-none-win_arm64.whl", hash = "sha256:8cd61783afb39638a7133ef0d2dfb1e91277593962f81b5a8423eb0b888a6121"},
+    {file = "ruff-0.15.16.tar.gz", hash = "sha256:d05e78d38c78caf020b03789e25106c93017db5a0cb6e2819885018c61343b78"},
 ]
 
 [[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 = "1301a570ffa14785a7edebf712e02f5100153524faa819ab1a05e16c16fcc3e9"
diff --git a/pyproject.toml b/pyproject.toml
index 87f573a..a7a5bb3 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 = "^0.15.0"
 # Interactive notebooks
 jupyter = "^1.0.0"
 # Import cycle detection