diff --git a/pdm.lock b/pdm.lock
index 97109d7..7749f6e 100644
--- a/pdm.lock
+++ b/pdm.lock
@@ -5,7 +5,7 @@
 groups = ["default", "dev"]
 strategy = ["cross_platform"]
 lock_version = "4.5.0"
-content_hash = "sha256:4333e8dab98e8d18b148f069cd2c92d6dad81db30fe20c54d86bfa2200d8c7de"
+content_hash = "sha256:6db6f7d22bfa0228bebc259a7f6e279b6104916193b8909e8e0ffdd5160a528c"
 
 [[metadata.targets]]
 requires_python = ">=3.7"
@@ -586,15 +586,15 @@ files = [
 
 [[package]]
 name = "metaflow"
-version = "2.12.22"
+version = "2.12.32"
 summary = "Metaflow: More Data Science, Less Engineering"
 dependencies = [
     "boto3",
     "requests",
 ]
 files = [
-    {file = "metaflow-2.12.22-py2.py3-none-any.whl", hash = "sha256:4bf1c7b9096d721a94454dc6266cf0fa30eb06d7d4005bf23e794157f523a34e"},
-    {file = "metaflow-2.12.22.tar.gz", hash = "sha256:031efbd068665e89e60237cdf191232532a7b964bb42d6d0c927ea6b188009f9"},
+    {file = "metaflow-2.12.32-py2.py3-none-any.whl", hash = "sha256:b8b5676f5e2340908fc3c8a8f390673db3e1f497beb579b0b1f434ffeb5c5ccc"},
+    {file = "metaflow-2.12.32.tar.gz", hash = "sha256:461d8d5613d2455074a3cef57012927e9b471d4cba1901a63585871702f5525b"},
 ]
 
 [[package]]
@@ -1045,28 +1045,28 @@ files = [
 
 [[package]]
 name = "ruff"
-version = "0.6.7"
+version = "0.8.0"
 requires_python = ">=3.7"
 summary = "An extremely fast Python linter and code formatter, written in Rust."
 files = [
-    {file = "ruff-0.6.7-py3-none-linux_armv6l.whl", hash = "sha256:08277b217534bfdcc2e1377f7f933e1c7957453e8a79764d004e44c40db923f2"},
-    {file = "ruff-0.6.7-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:c6707a32e03b791f4448dc0dce24b636cbcdee4dd5607adc24e5ee73fd86c00a"},
-    {file = "ruff-0.6.7-py3-none-macosx_11_0_arm64.whl", hash = "sha256:533d66b7774ef224e7cf91506a7dafcc9e8ec7c059263ec46629e54e7b1f90ab"},
-    {file = "ruff-0.6.7-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:17a86aac6f915932d259f7bec79173e356165518859f94649d8c50b81ff087e9"},
-    {file = "ruff-0.6.7-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:b3f8822defd260ae2460ea3832b24d37d203c3577f48b055590a426a722d50ef"},
-    {file = "ruff-0.6.7-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9ba4efe5c6dbbb58be58dd83feedb83b5e95c00091bf09987b4baf510fee5c99"},
-    {file = "ruff-0.6.7-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:525201b77f94d2b54868f0cbe5edc018e64c22563da6c5c2e5c107a4e85c1c0d"},
-    {file = "ruff-0.6.7-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8854450839f339e1049fdbe15d875384242b8e85d5c6947bb2faad33c651020b"},
-    {file = "ruff-0.6.7-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2f0b62056246234d59cbf2ea66e84812dc9ec4540518e37553513392c171cb18"},
-    {file = "ruff-0.6.7-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6b1462fa56c832dc0cea5b4041cfc9c97813505d11cce74ebc6d1aae068de36b"},
-    {file = "ruff-0.6.7-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:02b083770e4cdb1495ed313f5694c62808e71764ec6ee5db84eedd82fd32d8f5"},
-    {file = "ruff-0.6.7-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:0c05fd37013de36dfa883a3854fae57b3113aaa8abf5dea79202675991d48624"},
-    {file = "ruff-0.6.7-py3-none-musllinux_1_2_i686.whl", hash = "sha256:f49c9caa28d9bbfac4a637ae10327b3db00f47d038f3fbb2195c4d682e925b14"},
-    {file = "ruff-0.6.7-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:a0e1655868164e114ba43a908fd2d64a271a23660195017c17691fb6355d59bb"},
-    {file = "ruff-0.6.7-py3-none-win32.whl", hash = "sha256:a939ca435b49f6966a7dd64b765c9df16f1faed0ca3b6f16acdf7731969deb35"},
-    {file = "ruff-0.6.7-py3-none-win_amd64.whl", hash = "sha256:590445eec5653f36248584579c06252ad2e110a5d1f32db5420de35fb0e1c977"},
-    {file = "ruff-0.6.7-py3-none-win_arm64.whl", hash = "sha256:b28f0d5e2f771c1fe3c7a45d3f53916fc74a480698c4b5731f0bea61e52137c8"},
-    {file = "ruff-0.6.7.tar.gz", hash = "sha256:44e52129d82266fa59b587e2cd74def5637b730a69c4542525dfdecfaae38bd5"},
+    {file = "ruff-0.8.0-py3-none-linux_armv6l.whl", hash = "sha256:fcb1bf2cc6706adae9d79c8d86478677e3bbd4ced796ccad106fd4776d395fea"},
+    {file = "ruff-0.8.0-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:295bb4c02d58ff2ef4378a1870c20af30723013f441c9d1637a008baaf928c8b"},
+    {file = "ruff-0.8.0-py3-none-macosx_11_0_arm64.whl", hash = "sha256:7b1f1c76b47c18fa92ee78b60d2d20d7e866c55ee603e7d19c1e991fad933a9a"},
+    {file = "ruff-0.8.0-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:eb0d4f250a7711b67ad513fde67e8870109e5ce590a801c3722580fe98c33a99"},
+    {file = "ruff-0.8.0-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:0e55cce9aa93c5d0d4e3937e47b169035c7e91c8655b0974e61bb79cf398d49c"},
+    {file = "ruff-0.8.0-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3f4cd64916d8e732ce6b87f3f5296a8942d285bbbc161acee7fe561134af64f9"},
+    {file = "ruff-0.8.0-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:c5c1466be2a2ebdf7c5450dd5d980cc87c8ba6976fb82582fea18823da6fa362"},
+    {file = "ruff-0.8.0-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:2dabfd05b96b7b8f2da00d53c514eea842bff83e41e1cceb08ae1966254a51df"},
+    {file = "ruff-0.8.0-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:facebdfe5a5af6b1588a1d26d170635ead6892d0e314477e80256ef4a8470cf3"},
+    {file = "ruff-0.8.0-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:87a8e86bae0dbd749c815211ca11e3a7bd559b9710746c559ed63106d382bd9c"},
+    {file = "ruff-0.8.0-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:85e654f0ded7befe2d61eeaf3d3b1e4ef3894469cd664ffa85006c7720f1e4a2"},
+    {file = "ruff-0.8.0-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:83a55679c4cb449fa527b8497cadf54f076603cc36779b2170b24f704171ce70"},
+    {file = "ruff-0.8.0-py3-none-musllinux_1_2_i686.whl", hash = "sha256:812e2052121634cf13cd6fddf0c1871d0ead1aad40a1a258753c04c18bb71bbd"},
+    {file = "ruff-0.8.0-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:780d5d8523c04202184405e60c98d7595bdb498c3c6abba3b6d4cdf2ca2af426"},
+    {file = "ruff-0.8.0-py3-none-win32.whl", hash = "sha256:5fdb6efecc3eb60bba5819679466471fd7d13c53487df7248d6e27146e985468"},
+    {file = "ruff-0.8.0-py3-none-win_amd64.whl", hash = "sha256:582891c57b96228d146725975fbb942e1f30a0c4ba19722e692ca3eb25cc9b4f"},
+    {file = "ruff-0.8.0-py3-none-win_arm64.whl", hash = "sha256:ba93e6294e9a737cd726b74b09a6972e36bb511f9a102f1d9a7e1ce94dd206a6"},
+    {file = "ruff-0.8.0.tar.gz", hash = "sha256:a7ccfe6331bf8c8dad715753e157457faf7351c2b69f62f32c165c2dbcbacd44"},
 ]
 
 [[package]]
diff --git a/pyproject.toml b/pyproject.toml
index 2b34273..069d3fd 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -43,15 +43,6 @@ build-backend = "pdm.backend"
 [tool.pdm]
 version = { source = "file", path = "mario/_version.py" }
 
-[tool.pdm.dev-dependencies]
-dev = [
-    "ruff~=0.6",
-    "black~=23.3",
-    "pre-commit~=2.21",
-    "rich~=12.5",
-    "ggshield~=1.18",
-]
-
 [tool.pytest.ini_options]
 testpaths = ["tests"]
 markers = ["no_ci: marks tests to skip on CI"]
@@ -90,3 +81,12 @@ ignore = [
     "E501", # line too long
 
 ]
+
+[dependency-groups]
+dev = [
+    "ruff~=0.8",
+    "black~=23.3",
+    "pre-commit~=2.21",
+    "rich~=12.5",
+    "ggshield~=1.18",
+]