diff --git a/.github/dependabot.yml b/.github/dependabot.yml
index 6c9e83fcb..fc59996ad 100644
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -8,3 +8,16 @@ updates:
       actions-infrastructure:
         patterns:
           - "actions/*"
+    cooldown:
+      default-days: 14
+  - package-ecosystem: uv
+    directory: "/"
+    labels: ["dependencies"]
+    schedule:
+      interval: monthly
+    groups:
+      python:
+        patterns:
+          - "*"
+    cooldown:
+      default-days: 14
diff --git a/pyproject.toml b/pyproject.toml
index 202781003..af76b76a8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -58,15 +58,15 @@ dicomfs = ["nibabel[dicom]", "pillow >=8.4"]
 minc2 = ["h5py >=3.5"]
 spm = ["scipy >=1.8"]
 viewers = ["matplotlib >=3.5"]
-zstd = ["backports.zstd; python_version<'3.14'"]
+zstd = ["backports.zstd >=1.1; python_version<'3.14'"]
 # For doc and test, make easy to use outside of tox
 # tox should use these with extras instead of duplicating
 doc = [
-  "sphinx",
+  "sphinx >=7.4",
   "matplotlib>=3.5",
-  "numpydoc",
-  "texext",
-  "tomli; python_version < '3.11'",
+  "numpydoc >=1.9",
+  "texext >=0.6.8",
+  "tomli >=2.3; python_version < '3.11'",
 ]
 test = [
   "pytest >=8",
@@ -77,10 +77,18 @@ test = [
   "coverage[toml]>=7.2",
 ]
 # Remaining: Simpler to centralize in tox
-dev = ["tox"]
-doctest = ["tox"]
-style = ["tox"]
-typing = ["tox"]
+dev = []
+doctest = []
+style = []
+typing = []
+
+[dependency-groups]
+style = [
+  "ruff >=0.14.0",
+]
+typecheck = [
+  "mypy >=1.15",
+]
 
 [tool.hatch.build.targets.sdist]
 exclude = [
diff --git a/tox.ini b/tox.ini
index 6714ea4e5..8a8cf0216 100644
--- a/tox.ini
+++ b/tox.ini
@@ -109,7 +109,7 @@ commands =
     --durations=20 --durations-min=1.0 \
     --pyargs nibabel {posargs:-n auto}
 
-[testenv:py3{9,10,11,12,13,13t,14,14t}-full-{x,arm}64]
+[testenv:py3{9,10,11,12,13,13t,14,14t}-{full,none}-{x,arm}64]
 runner = uv-venv-lock-runner
 
 [testenv:install]
@@ -131,6 +131,7 @@ commands =
 [testenv:doctest]
 description = Run doctests in documentation site
 labels = docs
+runner = uv-venv-lock-runner
 allowlist_externals = make
 extras =
   doc
@@ -138,25 +139,18 @@ extras =
 commands =
   make -C doc doctest
 
-[testenv:style]
+[testenv:style{,-fix}]
 description = Check our style guide
 labels = check
-deps =
-  ruff>=0.3.0
-skip_install = true
-commands =
-  ruff check --diff nibabel
-  ruff format --diff nibabel
-
-[testenv:style-fix]
-description = Auto-apply style guide to the extent possible
-labels = pre-release
-deps =
-  ruff
+runner = uv-venv-lock-runner
+dependency_groups =
+  style
 skip_install = true
 commands =
-  ruff check --fix nibabel
-  ruff format nibabel
+  !fix: ruff check --diff nibabel
+  !fix: ruff format --diff nibabel
+  fix: ruff check --fix nibabel
+  fix: ruff format nibabel
 
 [testenv:spellcheck]
 description = Check spelling
@@ -170,17 +164,12 @@ commands =
 [testenv:typecheck]
 description = Check type consistency
 labels = check
-deps =
-  mypy
-  pytest
-  types-setuptools
-  types-Pillow
-  pydicom
-  numpy
-  backports.zstd
-  importlib_resources
-  typing_extensions
-skip_install = true
+runner = uv-venv-lock-runner
+dependency_groups =
+  typecheck
+extras =
+  all
+  test
 commands =
   mypy nibabel
 
diff --git a/uv.lock b/uv.lock
index a7007f081..4ace6b6ba 100644
--- a/uv.lock
+++ b/uv.lock
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-[[package]]
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+    { url = "https://files.pythonhosted.org/packages/70/7d/9bc192684cea499815ff478dfcdc13835ddf401365057044fb721ec6bddb/certifi-2025.11.12-py3-none-any.whl", hash = "sha256:97de8790030bbd5c2d96b7ec782fc2f7820ef8dba6db909ccf95449f2d062d4b", size = 159438, upload-time = "2025-11-12T02:54:49.735Z" },
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-]
 indexed-gzip = [
     { name = "indexed-gzip" },
 ]
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-    { name = "tox" },
+    { name = "scipy", version = "1.16.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
 ]
 test = [
-    { name = "coverage", extra = ["toml"] },
-    { name = "pytest" },
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+    { name = "pytest", version = "8.4.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.10'" },
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     { name = "pytest-doctestplus" },
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     { name = "pytest-xdist" },
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 ]
 zstd = [
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 ]
 
+[package.dev-dependencies]
+style = [
+    { name = "ruff" },
+]
+typecheck = [
+    { name = "mypy" },
+]
+
 [package.metadata]
 requires-dist = [
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-    { name = "backports-zstd", marker = "python_full_version < '3.14' and extra == 'zstd'" },
+    { name = "backports-zstd", marker = "python_full_version < '3.14' and extra == 'all'", specifier = ">=1.1" },
+    { name = "backports-zstd", marker = "python_full_version < '3.14' and extra == 'zstd'", specifier = ">=1.1" },
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     { name = "h5py", marker = "extra == 'minc2'", specifier = ">=3.5" },
@@ -1401,7 +1849,7 @@ requires-dist = [
     { name = "matplotlib", marker = "extra == 'doc'", specifier = ">=3.5" },
     { name = "matplotlib", marker = "extra == 'viewers'", specifier = ">=3.5" },
     { name = "numpy", specifier = ">=1.23" },
-    { name = "numpydoc", marker = "extra == 'doc'" },
+    { name = "numpydoc", marker = "extra == 'doc'", specifier = ">=1.9" },
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     { name = "pillow", marker = "extra == 'all'", specifier = ">=8.4" },
     { name = "pillow", marker = "extra == 'dicomfs'", specifier = ">=8.4" },
@@ -1415,17 +1863,17 @@ requires-dist = [
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-    { name = "tox", marker = "extra == 'doctest'" },
-    { name = "tox", marker = "extra == 'style'" },
-    { name = "tox", marker = "extra == 'typing'" },
+    { name = "sphinx", marker = "extra == 'doc'", specifier = ">=7.4" },
+    { name = "texext", marker = "extra == 'doc'", specifier = ">=0.6.8" },
+    { name = "tomli", marker = "python_full_version < '3.11' and extra == 'doc'", specifier = ">=2.3" },
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+[package.metadata.requires-dev]
+style = [{ name = "ruff", specifier = ">=0.14.0" }]
+typecheck = [{ name = "mypy", specifier = ">=1.15" }]
+
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