diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
index 827f7263..06e447f5 100644
--- a/.devcontainer/devcontainer.json
+++ b/.devcontainer/devcontainer.json
@@ -81,7 +81,7 @@
         "ms-azuretools.vscode-docker@1.29.1",
         "ms-python.debugpy@2024.6.0",
         "ms-python.python@2024.8.1",
-        "ms-python.vscode-pylance@2024.6.1",
+        "ms-python.vscode-pylance@2024.9.2",
         "ms-toolsai.jupyter@2024.4.0",
         "ms-vscode-remote.remote-containers@0.369.0",
         "ms-vscode.powershell@2024.2.2",
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 6389addc..19b6e2ce 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -25,11 +25,11 @@ jobs:
       - uses: "actions/checkout@692973e3d937129bcbf40652eb9f2f61becf3332" # v4.1.7
         with:
           submodules: True
-      - uses: "actions/setup-python@39cd14951b08e74b54015e9e001cdefcf80e669f" # v5.1.1
+      - uses: "actions/setup-python@f677139bbe7f9c59b41e40162b753c062f5d49a3" # v5.2.0
         with:
           python-version: "${{ matrix.python }}"
       - run: "scripts/Sync-Py.ps1"
-      - uses: "actions/upload-artifact@0b2256b8c012f0828dc542b3febcab082c67f72b" # v4.3.4
+      - uses: "actions/upload-artifact@50769540e7f4bd5e21e526ee35c689e35e0d6874" # v4.4.0
         with:
           name: "lock"
           path: "lock.json"
@@ -55,7 +55,7 @@ jobs:
         with:
           path: "${{ env.UV_CACHE_DIR }}"
           key: "uv-${{ matrix.runner }}-${{ matrix.python }}-${{ hashFiles('lock.json') }}"
-      - uses: "actions/setup-python@39cd14951b08e74b54015e9e001cdefcf80e669f" # v5.1.1
+      - uses: "actions/setup-python@f677139bbe7f9c59b41e40162b753c062f5d49a3" # v5.2.0
         with:
           python-version: "${{ matrix.python }}"
       - run: "scripts/Sync-Py.ps1"
@@ -96,7 +96,7 @@ jobs:
         with:
           path: "${{ env.UV_CACHE_DIR }}"
           key: "uv-${{ matrix.runner }}-${{ matrix.python }}-${{ hashFiles('lock.json') }}"
-      - uses: "actions/setup-python@39cd14951b08e74b54015e9e001cdefcf80e669f" # v5.1.1
+      - uses: "actions/setup-python@f677139bbe7f9c59b41e40162b753c062f5d49a3" # v5.2.0
         with:
           python-version: "${{ matrix.python }}"
       - run: "scripts/Sync-Py.ps1"
@@ -119,7 +119,7 @@ jobs:
         with:
           path: "${{ env.UV_CACHE_DIR }}"
           key: "uv-${{ matrix.runner }}-${{ matrix.python }}-${{ hashFiles('lock.json') }}"
-      - uses: "actions/setup-python@39cd14951b08e74b54015e9e001cdefcf80e669f" # v5.1.1
+      - uses: "actions/setup-python@f677139bbe7f9c59b41e40162b753c062f5d49a3" # v5.2.0
         with:
           python-version: "${{ matrix.python }}"
       - run: "scripts/Sync-Py.ps1"
@@ -142,11 +142,11 @@ jobs:
         with:
           path: "${{ env.UV_CACHE_DIR }}"
           key: "uv-${{ matrix.runner }}-${{ matrix.python }}-${{ hashFiles('lock.json') }}"
-      - uses: "actions/setup-python@39cd14951b08e74b54015e9e001cdefcf80e669f" # v5.1.1
+      - uses: "actions/setup-python@f677139bbe7f9c59b41e40162b753c062f5d49a3" # v5.2.0
         with:
           python-version: "${{ matrix.python }}"
       - run: "scripts/Sync-Py.ps1"
-      - uses: "jakebailey/pyright-action@3bdde3b31d26f0f1f5de051b1fbd7a536a9a4e7f" # v2.3.1
+      - uses: "jakebailey/pyright-action@b5d50e5cde6547546a5c4ac92e416a8c2c1a1dfe" # v2.3.2
         with:
           pylance-version: "${{ env.PYRIGHT_PYTHON_PYLANCE_VERSION }}"
   test:
@@ -172,7 +172,7 @@ jobs:
         with:
           path: "${{ env.UV_CACHE_DIR }}"
           key: "uv-${{ matrix.runner }}-${{ matrix.python }}-${{ hashFiles('lock.json') }}"
-      - uses: "actions/setup-python@39cd14951b08e74b54015e9e001cdefcf80e669f" # v5.1.1
+      - uses: "actions/setup-python@f677139bbe7f9c59b41e40162b753c062f5d49a3" # v5.2.0
         with:
           python-version: "${{ matrix.python }}"
       - run: "scripts/Sync-Py.ps1 -Version '${{ matrix.python }}'"
@@ -205,7 +205,7 @@ jobs:
         with:
           path: "${{ env.UV_CACHE_DIR }}"
           key: "uv-${{ matrix.runner }}-${{ matrix.python }}-${{ hashFiles('lock.json') }}"
-      - uses: "actions/setup-python@39cd14951b08e74b54015e9e001cdefcf80e669f" # v5.1.1
+      - uses: "actions/setup-python@f677139bbe7f9c59b41e40162b753c062f5d49a3" # v5.2.0
         with:
           python-version: "${{ matrix.python }}"
       - run: "scripts/Sync-Py.ps1"
diff --git a/.github/workflows/contrib.yml b/.github/workflows/contrib.yml
index 303229db..36aea615 100644
--- a/.github/workflows/contrib.yml
+++ b/.github/workflows/contrib.yml
@@ -39,7 +39,7 @@ jobs:
         with:
           path: "${{ env.UV_CACHE_DIR }}"
           key: "uv-${{ matrix.runner }}-${{ matrix.python }}-${{ hashFiles('lock.json') }}"
-      - uses: "actions/setup-python@39cd14951b08e74b54015e9e001cdefcf80e669f" # v5.1.1
+      - uses: "actions/setup-python@f677139bbe7f9c59b41e40162b753c062f5d49a3" # v5.2.0
         with:
           python-version: "${{ matrix.python }}"
       - run: "scripts/Sync-Py.ps1 -Version '3.11'"
@@ -62,7 +62,7 @@ jobs:
         with:
           path: "${{ env.UV_CACHE_DIR }}"
           key: "uv-${{ matrix.runner }}-${{ matrix.python }}-${{ hashFiles('repo path with spaces/lock.json') }}"
-      - uses: "actions/setup-python@82c7e631bb3cdc910f68e0081d67478d79c6982d" # v5.1.0
+      - uses: "actions/setup-python@f677139bbe7f9c59b41e40162b753c062f5d49a3" # v5.2.0
         with:
           python-version: "${{ matrix.python }}"
       - working-directory: "repo path with spaces"
diff --git a/.github/workflows/high.yml b/.github/workflows/high.yml
index 32bc525c..0b6e2ed4 100644
--- a/.github/workflows/high.yml
+++ b/.github/workflows/high.yml
@@ -22,11 +22,11 @@ jobs:
       - uses: "actions/checkout@692973e3d937129bcbf40652eb9f2f61becf3332" # v4.1.7
         with:
           submodules: True
-      - uses: "actions/setup-python@39cd14951b08e74b54015e9e001cdefcf80e669f" # v5.1.1
+      - uses: "actions/setup-python@f677139bbe7f9c59b41e40162b753c062f5d49a3" # v5.2.0
         with:
           python-version: "${{ matrix.python }}"
       - run: "scripts/Sync-Py.ps1"
-      - uses: "actions/upload-artifact@0b2256b8c012f0828dc542b3febcab082c67f72b" # v4.3.4
+      - uses: "actions/upload-artifact@50769540e7f4bd5e21e526ee35c689e35e0d6874" # v4.4.0
         with:
           name: "lock"
           path: "lock-high.json"
@@ -44,7 +44,7 @@ jobs:
       - uses: "actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16" # v4.1.8
         with:
           name: "lock"
-      - uses: "actions/setup-python@39cd14951b08e74b54015e9e001cdefcf80e669f" # v5.1.1
+      - uses: "actions/setup-python@f677139bbe7f9c59b41e40162b753c062f5d49a3" # v5.2.0
         with:
           python-version: "${{ matrix.python }}"
       - run: "scripts/Sync-Py.ps1"
@@ -64,7 +64,7 @@ jobs:
       - uses: "actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16" # v4.1.8
         with:
           name: "lock"
-      - uses: "actions/setup-python@39cd14951b08e74b54015e9e001cdefcf80e669f" # v5.1.1
+      - uses: "actions/setup-python@f677139bbe7f9c59b41e40162b753c062f5d49a3" # v5.2.0
         with:
           python-version: "${{ matrix.python }}"
       - run: "scripts/Sync-Py.ps1"
@@ -83,7 +83,7 @@ jobs:
       - uses: "actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16" # v4.1.8
         with:
           name: "lock"
-      - uses: "actions/setup-python@39cd14951b08e74b54015e9e001cdefcf80e669f" # v5.1.1
+      - uses: "actions/setup-python@f677139bbe7f9c59b41e40162b753c062f5d49a3" # v5.2.0
         with:
           python-version: "${{ matrix.python }}"
       - run: "scripts/Sync-Py.ps1"
@@ -102,11 +102,11 @@ jobs:
       - uses: "actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16" # v4.1.8
         with:
           name: "lock"
-      - uses: "actions/setup-python@39cd14951b08e74b54015e9e001cdefcf80e669f" # v5.1.1
+      - uses: "actions/setup-python@f677139bbe7f9c59b41e40162b753c062f5d49a3" # v5.2.0
         with:
           python-version: "${{ matrix.python }}"
       - run: "scripts/Sync-Py.ps1"
-      - uses: "jakebailey/pyright-action@3bdde3b31d26f0f1f5de051b1fbd7a536a9a4e7f" # v2.3.1
+      - uses: "jakebailey/pyright-action@b5d50e5cde6547546a5c4ac92e416a8c2c1a1dfe" # v2.3.2
         with:
           pylance-version: "${{ env.PYRIGHT_PYTHON_PYLANCE_VERSION }}"
   test:
@@ -128,7 +128,7 @@ jobs:
       - uses: "actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16" # v4.1.8
         with:
           name: "lock"
-      - uses: "actions/setup-python@39cd14951b08e74b54015e9e001cdefcf80e669f" # v5.1.1
+      - uses: "actions/setup-python@f677139bbe7f9c59b41e40162b753c062f5d49a3" # v5.2.0
         with:
           python-version: "${{ matrix.python }}"
       - run: "scripts/Sync-Py.ps1 -Version '${{ matrix.python }}'"
@@ -150,7 +150,7 @@ jobs:
       - uses: "actions/checkout@692973e3d937129bcbf40652eb9f2f61becf3332" # v4.1.7
         with:
           submodules: True
-      - uses: "actions/download-artifact@65a9edc5881444af0b9093a5e628f2fe47ea3b2e" # v4.1.7
+      - uses: "actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16" # v4.1.8
         with:
           name: "lock"
       - uses: "stefanzweifel/git-auto-commit-action@8621497c8c39c72f3e2a999a26b4ca1b5058a842" # v5.0.1
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 34edeb47..a0d1ed4f 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -25,18 +25,18 @@ jobs:
       url: "https://pypi.org/p/boilerdata"
     steps:
       - uses: "actions/checkout@692973e3d937129bcbf40652eb9f2f61becf3332" # v4.1.7
-      - uses: "actions/setup-python@82c7e631bb3cdc910f68e0081d67478d79c6982d" # v5.1.0
+      - uses: "actions/setup-python@f677139bbe7f9c59b41e40162b753c062f5d49a3" # v5.2.0
         with:
           python-version: "${{ matrix.python }}"
       - run: "scripts/Sync-Py.ps1 -Release"
       - run: "python -m build --installer uv"
-      - uses: actions/attest-build-provenance@bdd51370e0416ac948727f861e03c2f05d32d78e # v1.3.2
+      - uses: actions/attest-build-provenance@1c608d11d69870c2092266b3f9a6f3abbf17002c # v1.4.3
         with:
           subject-path: "dist/**"
       - run: "gh release upload '${{ github.event.release.tag_name }}' dist/**"
         env:
           GITHUB_TOKEN: "${{ github.token }}"
-      - uses: "pypa/gh-action-pypi-publish@ec4db0b4ddc65acdf4bff5fa45ac92d78b56bdf0" # v1.9.0
+      - uses: "pypa/gh-action-pypi-publish@897895f1e160c830e369f9779632ebc134688e1b" # v1.10.2
   changerelease:
     needs: "release"
     permissions:
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 602759eb..ddf2c41a 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -96,14 +96,14 @@ repos:
       - id: "end-of-file-fixer"
       - id: "trailing-whitespace"
   - repo: "https://github.com/iterative/dvc"
-    rev: "3.51.2"
+    rev: "3.55.2"
     hooks:
       - id: "dvc-post-checkout"
         additional_dependencies: ["dvc[gs]"]
       - id: "dvc-pre-push"
         additional_dependencies: ["dvc[gs]"]
   - repo: "https://github.com/DavidAnson/markdownlint-cli2"
-    rev: "v0.13.0"
+    rev: "v0.14.0"
     hooks:
       - id: "markdownlint-cli2"
   - repo: "https://github.com/srstevenson/nb-clean"
@@ -123,7 +123,7 @@ repos:
             |tests/.*
           )$
   - repo: "https://github.com/charliermarsh/ruff-pre-commit"
-    rev: "v0.5.2"
+    rev: "v0.6.7"
     hooks:
       - id: "ruff"
         args: ["--extend-fixable", "PIE790"]
diff --git a/docs/pyproject.toml b/docs/pyproject.toml
index 11c5ab3b..add21601 100644
--- a/docs/pyproject.toml
+++ b/docs/pyproject.toml
@@ -11,19 +11,19 @@ dependencies = [
     "docutils==0.21.2",
     "graphviz==0.20.3",
     "linkify-it-py==2.0.3",
-    "myst-nb==1.1.1",
-    "myst-parser==3.0.1",
-    "numpydoc==1.7.0",
+    "myst-nb==1.1.2",
+    "myst-parser==4.0.0",
+    "numpydoc==1.8.0",
     "ruamel-yaml==0.18.6",
-    "sphinx-autobuild==2024.4.16",
+    "sphinx-autobuild==2024.9.19",
     "sphinx-autodoc2==0.5.0",
     "sphinx-book-theme==1.1.3",
-    "sphinx-design==0.6.0",
+    "sphinx-design==0.6.1",
     "sphinx-thebe==0.3.1",
     "sphinx-tippy==0.4.3",
     "sphinx-togglebutton==0.3.2",
-    "sphinx==7.4.4",
-    "sphinxcontrib-bibtex==2.6.2",
+    "sphinx==8.0.2",
+    "sphinxcontrib-bibtex==2.6.3",
     "sphinxcontrib-mermaid==0.9.2",
     "sphinxcontrib-towncrier==0.4.0a0",
     # ? https://nvd.nist.gov/vuln/detail/CVE-2024-37891
diff --git a/requirements/build.txt b/requirements/build.txt
index 7f9ad424..4df6c90d 100644
--- a/requirements/build.txt
+++ b/requirements/build.txt
@@ -1 +1 @@
-build==1.2.1
+build==1.2.2
diff --git a/requirements/dev.in b/requirements/dev.in
index 3f2ad2ab..77fcba3e 100644
--- a/requirements/dev.in
+++ b/requirements/dev.in
@@ -2,14 +2,14 @@
 --editable docs/
 --editable scripts/
 --editable tests/
-debugpy==1.8.2
-dvc[gs]==3.51.2
-fawltydeps==0.16.0
+debugpy==1.8.6
+dvc[gs]==3.55.2
+fawltydeps==0.17.0
 pandas-stubs~=2.2.0
-pipdeptree==2.23.1
-pre-commit==3.7.1
-pyright==1.1.371
-ruff==0.5.2
+pipdeptree==2.23.4
+pre-commit==3.8.0
+pyright==1.1.381
+ruff==0.6.7
 snakeviz==2.2.0
-sourcery==1.21.0
-towncrier==23.11.0
+sourcery==1.23.0
+towncrier==24.8.0
diff --git a/requirements/install.txt b/requirements/install.txt
index 10075cdf..3551270e 100644
--- a/requirements/install.txt
+++ b/requirements/install.txt
@@ -1,2 +1,2 @@
-httpx==0.27.0
+httpx==0.27.2
 zstandard==0.23.0
diff --git a/requirements/uv.txt b/requirements/uv.txt
index 087739e7..635690d2 100644
--- a/requirements/uv.txt
+++ b/requirements/uv.txt
@@ -1 +1 @@
-uv==0.2.25
+uv==0.4.16
diff --git a/scripts/Initialize-Shell.ps1 b/scripts/Initialize-Shell.ps1
index 874fa3ca..a567cbe1 100644
--- a/scripts/Initialize-Shell.ps1
+++ b/scripts/Initialize-Shell.ps1
@@ -27,7 +27,7 @@ function Set-Env {
             ForEach-Object { $_.Matches.Groups[1].value }) : @{}
     foreach ($i in @{
             PATH                           = "$LocalBin$($IsWindows ? ';' : ':')$Env:PATH"
-            PYRIGHT_PYTHON_PYLANCE_VERSION = '2024.6.1'
+            PYRIGHT_PYTHON_PYLANCE_VERSION = '2024.9.2'
             PYDEVD_DISABLE_FILE_VALIDATION = '1'
             PYTHONIOENCODING               = 'utf-8:strict'
             PYTHONWARNDEFAULTENCODING      = '1'
diff --git a/scripts/pyproject.toml b/scripts/pyproject.toml
index 38de1432..d0088fab 100644
--- a/scripts/pyproject.toml
+++ b/scripts/pyproject.toml
@@ -9,10 +9,10 @@ description = "Tools."
 dependencies = [
     # ? Core script tools
     "copier==9.3.1",
-    "cyclopts==2.9.3",
+    "cyclopts==2.9.9",
     "dulwich==0.22.1",
-    "ipython==8.26.0",
-    "pipx==1.6.0",
+    "ipython==8.27.0",
+    "pipx==1.7.1",
     "toml==0.10.2 ; python_version < '3.11'",
 ]
 [project.scripts]
diff --git a/submodules/boilercore b/submodules/boilercore
index 780ca135..aca1c8d7 160000
--- a/submodules/boilercore
+++ b/submodules/boilercore
@@ -1 +1 @@
-Subproject commit 780ca1358fe8a1959b6602fd603327d37baf57b7
+Subproject commit aca1c8d7d8f203bf03eb39d8ee0738b19341559d
diff --git a/tests/pyproject.toml b/tests/pyproject.toml
index 96aff77c..60837e0e 100644
--- a/tests/pyproject.toml
+++ b/tests/pyproject.toml
@@ -11,7 +11,7 @@ dependencies = [
     "pytest-cov==5.0.0",
     "pytest-custom-exit-code==0.3.0",
     "pytest-github-actions-annotate-failures==0.2.0",
-    "pytest==8.2.2",
+    "pytest==8.3.3",
     # ? Other testing
     "boilercore>=2024.1.3",
     "ploomber-engine>=0.0.30",