diff --git a/.github/workflows/deploy.yaml b/.github/workflows/deploy.yaml
index 27472ee0..6df608c9 100644
--- a/.github/workflows/deploy.yaml
+++ b/.github/workflows/deploy.yaml
@@ -17,7 +17,7 @@ jobs:
       id-token: write
     steps:
       # yamllint disable-line rule:line-length
-      - uses: paddyroddy/.github/actions/python/deployment@cae02393710f18f5fbacd9545d1a38f0d661758e # v0
+      - uses: paddyroddy/.github/actions/python/deployment@6630dca9555ad0bcebc93e0d9177aa416991fc97 # v0
         with:
           pyproject-toml: ./pyproject.toml
           python-version: "3.12"
diff --git a/.github/workflows/documentation.yaml b/.github/workflows/documentation.yaml
index a9dccf70..243e034c 100644
--- a/.github/workflows/documentation.yaml
+++ b/.github/workflows/documentation.yaml
@@ -13,7 +13,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       # yamllint disable-line rule:line-length
-      - uses: paddyroddy/.github/actions/python/pdoc@cae02393710f18f5fbacd9545d1a38f0d661758e # v0
+      - uses: paddyroddy/.github/actions/python/pdoc@6630dca9555ad0bcebc93e0d9177aa416991fc97 # v0
         with:
           docs-dependency-section: .[docs]
           gh-pages-publish-directory: ./html/sleplet
diff --git a/.github/workflows/examples.yaml b/.github/workflows/examples.yaml
index df96a9e3..223f9a5f 100644
--- a/.github/workflows/examples.yaml
+++ b/.github/workflows/examples.yaml
@@ -19,43 +19,42 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout source
-        uses: actions/checkout@692973e3d937129bcbf40652eb9f2f61becf3332 # v4
+        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4
 
       - name: Set up python
-        uses: actions/setup-python@f677139bbe7f9c59b41e40162b753c062f5d49a3 # v5
+        uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5
         with:
           python-version: "3.12"
           cache: pip
           cache-dependency-path: pyproject.toml
 
       - name: Cache pooch
-        uses: actions/cache@0c45773b623bea8c8e75f6c82b208c3cf94ea4f9 # v4
+        uses: actions/cache@6849a6489940f00c2f30c0fb92c6274307ccb58a # v4
         with:
           path: ~/.cache/sleplet
           key: readme-${{ hashFiles('pyproject.toml') }}
 
       - name: Install dependencies
-        run: python -m pip install -e ".[readme]"
+        run: python -m pip install -e '.[readme]'
 
       - name: Run examples in the README
-        run: >-
-          python -m pytest --codeblocks .github README.md documentation -n auto
+        run: python -m pytest --codeblocks .github README.md documentation
 
   examples:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout source
-        uses: actions/checkout@692973e3d937129bcbf40652eb9f2f61becf3332 # v4
+        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4
 
       - name: Set up python
-        uses: actions/setup-python@f677139bbe7f9c59b41e40162b753c062f5d49a3 # v5
+        uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5
         with:
           python-version: "3.12"
           cache: pip
           cache-dependency-path: pyproject.toml
 
       - name: Cache pooch
-        uses: actions/cache@0c45773b623bea8c8e75f6c82b208c3cf94ea4f9 # v4
+        uses: actions/cache@6849a6489940f00c2f30c0fb92c6274307ccb58a # v4
         with:
           path: ~/.cache/sleplet
           key: examples-${{ hashFiles('pyproject.toml') }}
diff --git a/.github/workflows/licence.yaml b/.github/workflows/licence.yaml
index 616768d9..efd53091 100644
--- a/.github/workflows/licence.yaml
+++ b/.github/workflows/licence.yaml
@@ -10,7 +10,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       # yamllint disable-line rule:line-length
-      - uses: paddyroddy/.github/actions/licence@cae02393710f18f5fbacd9545d1a38f0d661758e # v0
+      - uses: paddyroddy/.github/actions/licence@6630dca9555ad0bcebc93e0d9177aa416991fc97 # v0
         with:
           github-token: ${{ secrets.GITHUB_TOKEN }}
           licence-file: ./LICENCE.txt
diff --git a/.github/workflows/links.yaml b/.github/workflows/links.yaml
index e433b438..1b8f4ad3 100644
--- a/.github/workflows/links.yaml
+++ b/.github/workflows/links.yaml
@@ -14,6 +14,6 @@ jobs:
     timeout-minutes: 2
     steps:
       # yamllint disable-line rule:line-length
-      - uses: paddyroddy/.github/actions/links@cae02393710f18f5fbacd9545d1a38f0d661758e # v0
+      - uses: paddyroddy/.github/actions/links@6630dca9555ad0bcebc93e0d9177aa416991fc97 # v0
         with:
           github-token: ${{ secrets.GITHUB_TOKEN }}
diff --git a/.github/workflows/linting.yaml b/.github/workflows/linting.yaml
index 2e0082f9..2208b027 100644
--- a/.github/workflows/linting.yaml
+++ b/.github/workflows/linting.yaml
@@ -13,6 +13,6 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       # yamllint disable-line rule:line-length
-      - uses: paddyroddy/.github/actions/linting@cae02393710f18f5fbacd9545d1a38f0d661758e # v0
+      - uses: paddyroddy/.github/actions/linting@6630dca9555ad0bcebc93e0d9177aa416991fc97 # v0
         with:
           pre-commit-config: ./.pre-commit-config.yaml
diff --git a/.github/workflows/paper.yaml b/.github/workflows/paper.yaml
index bf8eef03..b1a16377 100644
--- a/.github/workflows/paper.yaml
+++ b/.github/workflows/paper.yaml
@@ -13,7 +13,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout
-        uses: actions/checkout@692973e3d937129bcbf40652eb9f2f61becf3332 # v4
+        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4
 
       - name: Build draft PDF
         uses: openjournals/openjournals-draft-action@master
@@ -23,7 +23,7 @@ jobs:
 
       - name: Upload
         # yamllint disable-line rule:line-length
-        uses: actions/upload-artifact@834a144ee995460fba8ed112a2fc961b36a5ec5a # v4
+        uses: actions/upload-artifact@b4b15b8c7c6ac21ea08fcf65892d2ee8f75cf882 # v4
         with:
           name: paper
           path: paper/paper.pdf
diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
index 225cd438..2153415b 100644
--- a/.github/workflows/test.yaml
+++ b/.github/workflows/test.yaml
@@ -19,23 +19,21 @@ jobs:
           - macos-latest
           - ubuntu-latest
         python-version:
-          - "3.10"
           - "3.11"
           - "3.12"
     steps:
       # yamllint disable-line rule:line-length
-      - uses: paddyroddy/.github/actions/python/tox@cae02393710f18f5fbacd9545d1a38f0d661758e # v0
+      - uses: paddyroddy/.github/actions/python/tox@6630dca9555ad0bcebc93e0d9177aa416991fc97 # v0
         with:
           cache-path: |-
             .tox
             ~/.cache/sleplet
-          operating-system: ${{ matrix.os }}
           pyproject-toml: ./pyproject.toml
           python-version: ${{ matrix.python-version }}
 
       - name: Coveralls Parallel
         # yamllint disable-line rule:line-length
-        uses: coverallsapp/github-action@3dfc5567390f6fa9267c0ee9c251e4c8c3f18949 # v2
+        uses: coverallsapp/github-action@cfd0633edbd2411b532b808ba7a8b5e04f76d2c8 # v2
         with:
           flag-name: run-${{ matrix.os }}-${{ matrix.python-version }}
           parallel: true
@@ -47,13 +45,11 @@ jobs:
     steps:
       - name: Coveralls Finished
         # yamllint disable-line rule:line-length
-        uses: coverallsapp/github-action@3dfc5567390f6fa9267c0ee9c251e4c8c3f18949 # v2
+        uses: coverallsapp/github-action@cfd0633edbd2411b532b808ba7a8b5e04f76d2c8 # v2
         with:
           parallel-finished: true
           # yamllint disable-line rule:quoted-strings
           carryforward: "\
-            run-macos-latest-3.10,\
-            run-ubuntu-latest-3.10,\
             run-macos-latest-3.11,\
             run-ubuntu-latest-3.11,\
             run-macos-latest-3.12,\
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index f93cd4d1..bf7280d7 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,7 +1,7 @@
 ---
 repos:
   - repo: https://github.com/paddyroddy/.github
-    rev: v0.229.0
+    rev: v0.241.0
     hooks:
       - id: general-hooks
       - id: python-hooks
diff --git a/CITATION.cff b/CITATION.cff
index 9322fc7d..b0d9f6d5 100644
--- a/CITATION.cff
+++ b/CITATION.cff
@@ -7,6 +7,7 @@ doi: 10.5281/zenodo.7268074
 message: >-
   If you use this software, please cite our article in the Journal of Open
   Source Software.
+title: "SLEPLET: Slepian Scale-Discretised Wavelets in Python"
 preferred-citation:
   authors:
     - family-names: Roddy
@@ -24,4 +25,3 @@ preferred-citation:
   type: article
   url: https://joss.theoj.org/papers/10.21105/joss.05221
   volume: 8
-title: "SLEPLET: Slepian Scale-Discretised Wavelets in Python"
diff --git a/pyproject.toml b/pyproject.toml
index d1a64577..2270993e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -14,7 +14,6 @@ classifiers = [
     "Operating System :: POSIX",
     "Programming Language :: Python :: 3",
     "Programming Language :: Python :: 3 :: Only",
-    "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
     "Programming Language :: Python :: 3.12",
     "Topic :: Scientific/Engineering :: Image Processing",
@@ -68,10 +67,9 @@ optional-dependencies = {dev = [
     "pdoc3",
 ], readme = [
     "pytest-codeblocks",
-    "pytest-xdist",
 ]}
 readme = "README.md"
-requires-python = ">=3.10"
+requires-python = ">=3.11"
 scripts = {mesh = """\
     sleplet._scripts.plotting_on_mesh:main\
     """, sphere = """\
@@ -206,26 +204,24 @@ write_to = "src/sleplet/_version.py"
 overrides."project.classifiers".inline_arrays = false
 overrides."tool.coverage.paths.source".inline_arrays = false
 overrides."tool.ruff.lint.isort.section-order".inline_arrays = false
+overrides."tool.tox.env_run_base.commands".inline_arrays = false
 
 [tool.tox]
-legacy_tox_ini = """
-    [gh-actions]
-    python =
-        3.10: py310
-        3.11: py311
-        3.12: py312
-
-    [gh-actions:env]
-    OS =
-        ubuntu-latest: linux
-        macos-latest: macos
-
-    [testenv]
-    commands =
-        pytest --cov --cov-report=lcov
-    deps =
-        pytest-cov
-
-    [tox]
-    env_list = py{310,311,312}-{linux,macos}
-"""
+env_list = [
+    "py311",
+    "py312",
+]
+env_run_base = {commands = [
+    [
+        "pytest",
+        "--cov",
+        "--cov-report=lcov",
+    ],
+], deps = [
+    "pytest-cov",
+]}
+gh.python = {"3.11" = [
+    "py311",
+], "3.12" = [
+    "py312",
+]}