diff --git a/.github/workflows/docs_test_action.yml b/.github/workflows/docs_test_action.yml
index dc03fd3..76249f1 100644
--- a/.github/workflows/docs_test_action.yml
+++ b/.github/workflows/docs_test_action.yml
@@ -16,10 +16,10 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout 🛎️
-        uses: "actions/checkout@v4"
+        uses: "actions/checkout@v6"
 
       - name: Check for changed files
-        uses: dorny/paths-filter@v2
+        uses: dorny/paths-filter@v4
         id: changes
         with:
           list-files: "json"
diff --git a/.github/workflows/flake8.yml b/.github/workflows/flake8.yml
index 1ecb7b9..1f5be86 100644
--- a/.github/workflows/flake8.yml
+++ b/.github/workflows/flake8.yml
@@ -19,10 +19,10 @@ jobs:
 
     steps:
       - name: Checkout 🛎️
-        uses: "actions/checkout@v4"
+        uses: "actions/checkout@v6"
 
       - name: Check for changed files
-        uses: dorny/paths-filter@v2
+        uses: dorny/paths-filter@v4
         id: changes
         with:
           list-files: "json"
@@ -32,7 +32,7 @@ jobs:
 
       - name: Setup Python 🐍
         if: steps.changes.outputs.code == 'true'
-        uses: "actions/setup-python@v5"
+        uses: "actions/setup-python@v6"
         with:
           python-version: "3.9"
 
diff --git a/.github/workflows/mypy.yml b/.github/workflows/mypy.yml
index b889816..2b5e4f8 100644
--- a/.github/workflows/mypy.yml
+++ b/.github/workflows/mypy.yml
@@ -24,10 +24,10 @@ jobs:
 
     steps:
       - name: Checkout 🛎️
-        uses: "actions/checkout@v4"
+        uses: "actions/checkout@v6"
 
       - name: Check for changed files
-        uses: dorny/paths-filter@v2
+        uses: dorny/paths-filter@v4
         id: changes
         with:
           list-files: "json"
@@ -37,7 +37,7 @@ jobs:
 
       - name: Setup Python 🐍
         if: steps.changes.outputs.code == 'true'
-        uses: "actions/setup-python@v5"
+        uses: "actions/setup-python@v6"
         with:
           python-version: "3.9"
 
diff --git a/.github/workflows/python_ci.yml b/.github/workflows/python_ci.yml
index c8d55e4..9426085 100644
--- a/.github/workflows/python_ci.yml
+++ b/.github/workflows/python_ci.yml
@@ -33,11 +33,11 @@ jobs:
 
     steps:
       - name: Checkout 🛎️
-        uses: "actions/checkout@v4"
+        uses: "actions/checkout@v6"
 
       - name: Check for changed files
         if: startsWith(github.ref, 'refs/tags/') != true
-        uses: dorny/paths-filter@v2
+        uses: dorny/paths-filter@v4
         id: changes
         with:
           list-files: "json"
@@ -48,7 +48,7 @@ jobs:
       - name: Setup Python 🐍
         id: setup-python
         if: ${{ steps.changes.outputs.code == 'true' || steps.changes.outcome == 'skipped' }}
-        uses: "actions/setup-python@v5"
+        uses: "actions/setup-python@v6"
         with:
           python-version: "${{ matrix.config.python-version }}"
 
diff --git a/.github/workflows/python_ci_linux.yml b/.github/workflows/python_ci_linux.yml
index cb8ec3e..32242e6 100644
--- a/.github/workflows/python_ci_linux.yml
+++ b/.github/workflows/python_ci_linux.yml
@@ -34,11 +34,11 @@ jobs:
 
     steps:
       - name: Checkout 🛎️
-        uses: "actions/checkout@v4"
+        uses: "actions/checkout@v6"
 
       - name: Check for changed files
         if: startsWith(github.ref, 'refs/tags/') != true
-        uses: dorny/paths-filter@v2
+        uses: dorny/paths-filter@v4
         id: changes
         with:
           list-files: "json"
@@ -49,7 +49,7 @@ jobs:
       - name: Setup Python 🐍
         id: setup-python
         if: ${{ steps.changes.outputs.code == 'true' || steps.changes.outcome == 'skipped' }}
-        uses: "actions/setup-python@v5"
+        uses: "actions/setup-python@v6"
         with:
           python-version: "${{ matrix.config.python-version }}"
 
@@ -83,10 +83,10 @@ jobs:
     runs-on: "ubuntu-22.04"
     steps:
       - name: Checkout 🛎️
-        uses: "actions/checkout@v4"
+        uses: "actions/checkout@v6"
 
       - name: Setup Python 🐍
-        uses: "actions/setup-python@v5"
+        uses: "actions/setup-python@v6"
         with:
           python-version: 3.8
 
@@ -136,11 +136,11 @@ jobs:
     runs-on: "ubuntu-22.04"
     steps:
       - name: Checkout 🛎️
-        uses: "actions/checkout@v4"
+        uses: "actions/checkout@v6"
         if: startsWith(github.ref, 'refs/tags/')
 
       - name: Setup Python 🐍
-        uses: "actions/setup-python@v5"
+        uses: "actions/setup-python@v6"
         if: startsWith(github.ref, 'refs/tags/')
         with:
           python-version: 3.8
diff --git a/.github/workflows/python_ci_macos.yml b/.github/workflows/python_ci_macos.yml
index 7901196..a2c5a97 100644
--- a/.github/workflows/python_ci_macos.yml
+++ b/.github/workflows/python_ci_macos.yml
@@ -33,11 +33,11 @@ jobs:
 
     steps:
       - name: Checkout 🛎️
-        uses: "actions/checkout@v4"
+        uses: "actions/checkout@v6"
 
       - name: Check for changed files
         if: startsWith(github.ref, 'refs/tags/') != true
-        uses: dorny/paths-filter@v2
+        uses: dorny/paths-filter@v4
         id: changes
         with:
           list-files: "json"
@@ -48,7 +48,7 @@ jobs:
       - name: Setup Python 🐍
         id: setup-python
         if: ${{ steps.changes.outputs.code == 'true' || steps.changes.outcome == 'skipped' }}
-        uses: "actions/setup-python@v5"
+        uses: "actions/setup-python@v6"
         with:
           python-version: "${{ matrix.config.python-version }}"
 
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 12f5a19..a7302aa 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -5,6 +5,7 @@ exclude: ^$
 
 ci:
   autoupdate_schedule: quarterly
+  skip: [taplo-lint]
 
 repos:
  - repo: https://github.com/repo-helper/pyproject-parser
@@ -21,7 +22,6 @@ repos:
     - id: check-case-conflict
     - id: check-executables-have-shebangs
     - id: check-json
-    - id: check-toml
     - id: check-yaml
     - id: check-merge-conflict
     - id: check-symlinks
@@ -31,8 +31,14 @@ repos:
     - id: mixed-line-ending
     - id: end-of-file-fixer
 
+ - repo: https://github.com/domdfcoding/taplo-pre-commit
+   rev: v0.10.0
+   hooks:
+    - id: taplo-lint
+      args: []
+
  - repo: https://github.com/domdfcoding/pre-commit-hooks
-   rev: v0.7.0
+   rev: v0.8.1
    hooks:
     - id: requirements-txt-sorter
       args:
@@ -78,9 +84,11 @@ repos:
     - id: forbid-crlf
 
  - repo: https://github.com/python-formate/snippet-fmt
-   rev: v0.1.5
+   rev: v0.3.1
    hooks:
     - id: snippet-fmt
+      additional_dependencies:
+       - formate-trailing-commas>=0.1.1
 
  - repo: https://github.com/python-formate/formate
    rev: v1.2.1
diff --git a/doc-source/conf.py b/doc-source/conf.py
index c0a9a65..9c1377a 100644
--- a/doc-source/conf.py
+++ b/doc-source/conf.py
@@ -93,7 +93,7 @@ def setup(app):
 
 	app.connect("config-inited", lambda app, config: better_header_layout(config))
 	app.connect("build-finished", copy_asset_files)
-	app.add_js_file("https://unpkg.com/twemoji@latest/dist/twemoji.min.js")
+	app.add_js_file("https://cdn.jsdelivr.net/npm/twemoji@14.0.2/dist/twemoji.min.js")
 	app.add_js_file("twemoji.js")
 	app.add_css_file("twemoji.css")
 	app.add_transform(sphinxemoji.EmojiSubstitutions)
diff --git a/justfile b/justfile
index 9cd8b78..4307956 100644
--- a/justfile
+++ b/justfile
@@ -23,3 +23,8 @@ bare-ignore:
 
 lint: unused-imports incomplete-defs bare-ignore
 	tox -n qa
+
+uncomm:
+  git status -uall --ignored
+
+# Custom commands can be added below this comment
diff --git a/pyproject.toml b/pyproject.toml
index ca9329e..6c1c70d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -73,6 +73,7 @@ extensions = [
     "html_section",
     "sphinx_click",
 ]
+sphinxemoji_source = "https://cdn.jsdelivr.net/npm/twemoji@14.0.2/dist/twemoji.min.js"
 gitstamp_fmt = "%d %b %Y"
 templates_path = [ "_templates",]
 html_static_path = [ "_static",]
diff --git a/tox.ini b/tox.ini
index 8f84e12..7e87424 100644
--- a/tox.ini
+++ b/tox.ini
@@ -4,6 +4,10 @@
 #     * envlists
 #     * testenv
 #     * testenv:.package
+#     * testenv:py315-dev
+#     * testenv:py315
+#     * testenv:py314-dev
+#     * testenv:py314
 #     * testenv:py313-dev
 #     * testenv:py313
 #     * testenv:py312-dev
@@ -41,6 +45,7 @@ setenv =
     PYTHONDEVMODE=1
     PIP_DISABLE_PIP_VERSION_CHECK=1
     SETUPTOOLS_USE_DISTUTILS=stdlib
+download = True
 deps = -r{toxinidir}/tests/requirements.txt
 commands =
     python --version
@@ -133,7 +138,7 @@ skip_install = True
 ignore_errors = True
 changedir = {toxinidir}
 deps = pyupgrade-directories
-commands = pyup_dirs notebook2script tests --py36-plus --recursive
+commands = pyup_dirs notebook2script tests --py37-plus --recursive
 
 [testenv:coverage]
 basepython = python3.9