diff --git a/.github/workflows/nightly.yml b/.github/workflows/nightly.yml
index 076892b..eaf5678 100644
--- a/.github/workflows/nightly.yml
+++ b/.github/workflows/nightly.yml
@@ -24,7 +24,7 @@ jobs:
           fetch-depth: 0
 
       - name: Set up Python
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: '3.11'
           cache: 'pip'
@@ -240,7 +240,7 @@ jobs:
           echo "tag=${RELEASE_TAG}" >> "$GITHUB_OUTPUT"
 
       - name: Upload artifacts (backup)
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
         with:
           name: vocalinux-nightly-${{ steps.version.outputs.version }}
           path: dist/
@@ -259,7 +259,7 @@ jobs:
           ref: main
 
       - name: Set up Python
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: '3.11'
           cache: 'pip'
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index f04c91b..98854cb 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -34,13 +34,13 @@ jobs:
           fetch-depth: 0
 
       - name: Set up Python
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: ${{ env.PYTHON_VERSION }}
           cache: 'pip'
 
       - name: Set up pinned uv
-        uses: astral-sh/setup-uv@c18668ad3cf93ea998bef934396af7bb5c839dc7 # v10.2.0
+        uses: astral-sh/setup-uv@07a047e608db84b3d8c06cd9a7c7dcc9c355c18e # v10.3.2
         with:
           version: '0.13.3'
 
@@ -72,14 +72,14 @@ jobs:
 
       - name: Preserve failed wheel builds and diagnostics
         if: failure()
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
         with:
           name: wheel-reproducibility-diagnostics
           path: build/reproducible-wheel/
           retention-days: 7
 
       - name: Upload the built distributions
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
         with:
           name: python-dist
           path: |
@@ -112,7 +112,7 @@ jobs:
           ls -la dist/*.AppImage
 
       - name: Upload the x86_64 AppImage
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
         with:
           name: appimage-x86_64
           path: dist/*.AppImage
@@ -325,7 +325,7 @@ jobs:
       # carry. Building it again here made a third copy of the same version that
       # no published checksum could describe.
       - name: Download the built distributions
-        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+        uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
         with:
           name: python-dist
           path: dist
@@ -354,7 +354,7 @@ jobs:
           ls -la dist/*.AppImage
 
       - name: Upload the aarch64 AppImage
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
         with:
           name: appimage-aarch64
           path: dist/*.AppImage
@@ -393,7 +393,7 @@ jobs:
       # Same reason the aarch64 AppImage downloads the artifact: one wheel,
       # everywhere, or the checksums cannot describe what the packages hold.
       - name: Download the built distributions
-        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+        uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
         with:
           name: python-dist
           path: dist
@@ -404,7 +404,7 @@ jobs:
           ls -la dist/*.deb dist/*.rpm
 
       - name: Upload the x86_64 packages
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
         with:
           name: native-x86_64
           path: |
@@ -439,7 +439,7 @@ jobs:
           echo "VERSION=$VERSION" >> $GITHUB_OUTPUT
 
       - name: Download the built distributions
-        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+        uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
         with:
           name: python-dist
           path: dist
@@ -450,7 +450,7 @@ jobs:
           ls -la dist/*.deb dist/*.rpm
 
       - name: Upload the aarch64 packages
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
         with:
           name: native-aarch64
           path: |
@@ -503,7 +503,7 @@ jobs:
           mirror-screenshots-url: https://dl.flathub.org/media
 
       - name: Upload the x86_64 Flatpak
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
         with:
           name: flatpak-x86_64
           path: Vocalinux-${{ steps.get_version.outputs.VERSION }}-x86_64.flatpak
@@ -537,7 +537,7 @@ jobs:
           mirror-screenshots-url: https://dl.flathub.org/media
 
       - name: Upload the aarch64 Flatpak
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
         with:
           name: flatpak-aarch64
           path: Vocalinux-${{ steps.get_version.outputs.VERSION }}-aarch64.flatpak
@@ -598,7 +598,7 @@ jobs:
 
       - name: Download the Flatpak bundles
         if: steps.creds.outputs.configured == 'true'
-        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+        uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
         with:
           pattern: flatpak-*
           merge-multiple: true
@@ -761,13 +761,13 @@ jobs:
       contents: write
     steps:
       - name: Download the x86_64 Flatpak
-        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+        uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
         with:
           name: flatpak-x86_64
           path: dist
 
       - name: Download the aarch64 Flatpak
-        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+        uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
         with:
           name: flatpak-aarch64
           path: dist
@@ -802,7 +802,7 @@ jobs:
       attestations: write
     steps:
       - name: Collect every artifact this run published
-        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+        uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
         with:
           # Verification-only artifacts must never enter the release manifest.
           pattern: '@(python-dist|appimage-*|native-*|flatpak-*|snap-amd64)'
@@ -859,7 +859,7 @@ jobs:
       # Not a rebuild: the artifact attached to the GitHub release, so one
       # checksum describes both.
       - name: Download the built distributions
-        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+        uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
         with:
           name: python-dist
           path: dist
@@ -867,7 +867,7 @@ jobs:
       # twine check --strict already ran with the locked release toolchain
       # before these exact distributions were uploaded by build-and-release.
       - name: Publish to PyPI
-        uses: pypa/gh-action-pypi-publish@dc37677b2e1c63e2034f94d8a5b11f265b73ba33 # release/v1
+        uses: pypa/gh-action-pypi-publish@7245906fb61fa33a13554f9d5fb856fe61758086 # release/v1
         with:
           skip-existing: true
 
@@ -1040,7 +1040,7 @@ jobs:
         uses: snapcore/action-build@3bdaa03e1ba6bf59a65f84a751d943d549a54e79 # v1
 
       - name: Upload the snap
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
         with:
           name: snap-amd64
           path: ${{ steps.build.outputs.snap }}
@@ -1055,7 +1055,7 @@ jobs:
       contents: write
     steps:
       - name: Download the snap
-        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+        uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
         with:
           name: snap-amd64
           path: dist
@@ -1088,7 +1088,7 @@ jobs:
           fi
 
       - name: Download the snap
-        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+        uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
         with:
           name: snap-amd64
           path: dist
@@ -1142,7 +1142,7 @@ jobs:
         uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
 
       - name: Setup Node.js
-        uses: actions/setup-node@820762786026740c76f36085b0efc47a31fe5020 # v7.0.0
+        uses: actions/setup-node@949feb2413d6458794dcd2491c4babbbce0c15c1 # v7.1.0
         with:
           node-version: '24'
           cache: 'npm'
diff --git a/.github/workflows/unified-pipeline.yml b/.github/workflows/unified-pipeline.yml
index b10b801..957e16b 100644
--- a/.github/workflows/unified-pipeline.yml
+++ b/.github/workflows/unified-pipeline.yml
@@ -110,11 +110,11 @@ jobs:
     steps:
       - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
       - name: Set up Python
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: '3.11'
       - name: Set up pinned uv
-        uses: astral-sh/setup-uv@c18668ad3cf93ea998bef934396af7bb5c839dc7 # v10.2.0
+        uses: astral-sh/setup-uv@07a047e608db84b3d8c06cd9a7c7dcc9c355c18e # v10.3.2
         with:
           version: '0.13.3'
       - name: Build and verify reproducible wheel
@@ -130,7 +130,7 @@ jobs:
           retention-days: 7
       - name: Preserve failed wheel builds and diagnostics
         if: failure()
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
         with:
           name: wheel-reproducibility-diagnostics
           path: build/reproducible-wheel/
@@ -145,7 +145,7 @@ jobs:
       - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
 
       - name: Set up uv
-        uses: astral-sh/setup-uv@c18668ad3cf93ea998bef934396af7bb5c839dc7 # v10.2.0
+        uses: astral-sh/setup-uv@07a047e608db84b3d8c06cd9a7c7dcc9c355c18e # v10.3.2
         with:
           # Keep export formatting aligned with the documented generation version.
           version: "0.13.3"
@@ -197,7 +197,7 @@ jobs:
       - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
 
       - name: Set up uv
-        uses: astral-sh/setup-uv@c18668ad3cf93ea998bef934396af7bb5c839dc7 # v10.2.0
+        uses: astral-sh/setup-uv@07a047e608db84b3d8c06cd9a7c7dcc9c355c18e # v10.3.2
         with:
           version: "0.13.3"
           enable-cache: true
@@ -241,7 +241,7 @@ jobs:
 
       - name: Upload test results
         if: always()
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
         with:
           name: test-results-${{ matrix.python-version }}
           path: junit-${{ matrix.python-version }}.xml
@@ -264,7 +264,7 @@ jobs:
       - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
 
       - name: Set up uv
-        uses: astral-sh/setup-uv@c18668ad3cf93ea998bef934396af7bb5c839dc7 # v10.2.0
+        uses: astral-sh/setup-uv@07a047e608db84b3d8c06cd9a7c7dcc9c355c18e # v10.3.2
         with:
           version: "0.13.3"
           # Caches uv's download cache, not .venv/, so the checkout below stays
@@ -314,7 +314,7 @@ jobs:
       - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
 
       - name: Set up Python
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: '3.11'
           cache: 'pip'
@@ -351,7 +351,7 @@ jobs:
           ls -la dist/*.AppImage
 
       - name: Upload AppImage artifact
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
         with:
           name: vocalinux-appimage-${{ matrix.arch }}
           path: dist/*.AppImage
@@ -380,7 +380,7 @@ jobs:
       - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
 
       - name: Download the AppImage built above
-        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+        uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
         with:
           name: vocalinux-appimage-x86_64
           path: dist
@@ -445,7 +445,7 @@ jobs:
       - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
 
       - name: Set up Python
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: '3.11'
           cache: 'pip'
@@ -464,7 +464,7 @@ jobs:
           ls -la dist/*.deb dist/*.rpm
 
       - name: Upload the x86_64 packages
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
         with:
           name: native-x86_64
           path: |
@@ -488,7 +488,7 @@ jobs:
       - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
 
       - name: Download the packages built above
-        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
+        uses: actions/download-artifact@9000827ccba6bdab643e8b6fd33ac0654aef8333 # v8.0.2
         with:
           name: native-x86_64
           path: dist
@@ -510,7 +510,7 @@ jobs:
       - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
 
       - name: Setup Node.js
-        uses: actions/setup-node@820762786026740c76f36085b0efc47a31fe5020 # v7.0.0
+        uses: actions/setup-node@949feb2413d6458794dcd2491c4babbbce0c15c1 # v7.1.0
         with:
           node-version: '24'
           cache: 'npm'
@@ -568,7 +568,7 @@ jobs:
       - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
 
       - name: Setup Node.js
-        uses: actions/setup-node@820762786026740c76f36085b0efc47a31fe5020 # v7.0.0
+        uses: actions/setup-node@949feb2413d6458794dcd2491c4babbbce0c15c1 # v7.1.0
         with:
           node-version: '24'
           cache: 'npm'