diff --git a/.github/workflows/bump.yml b/.github/workflows/bump.yml
index 81e22fd..17499ca 100644
--- a/.github/workflows/bump.yml
+++ b/.github/workflows/bump.yml
@@ -36,7 +36,7 @@ jobs:
           persist-credentials: true
 
       - name: Cache pip
-        uses: actions/cache@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
+        uses: actions/cache@55cc8345863c7cc4c66a329aec7e433d2d1c52a9 # v6.1.0
         with:
           path: ~/.cache/pip
           key: pip-${{ steps.setup-python.outputs.python-version }}-${{ runner.os }}-${{ hashFiles('deps/requirements/commitizen.txt') }}
diff --git a/.github/workflows/pre-commit-autoupdate.yml b/.github/workflows/pre-commit-autoupdate.yml
index f090301..d33d948 100644
--- a/.github/workflows/pre-commit-autoupdate.yml
+++ b/.github/workflows/pre-commit-autoupdate.yml
@@ -78,7 +78,7 @@ jobs:
           persist-credentials: true
 
       - name: Cache pip
-        uses: actions/cache@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
+        uses: actions/cache@55cc8345863c7cc4c66a329aec7e433d2d1c52a9 # v6.1.0
         with:
           path: ~/.cache/pip
           key: pip-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('deps/requirements/pre-commit.txt') }}
diff --git a/.github/workflows/pre-commit.yml b/.github/workflows/pre-commit.yml
index b09bd44..e13ee75 100644
--- a/.github/workflows/pre-commit.yml
+++ b/.github/workflows/pre-commit.yml
@@ -35,7 +35,7 @@ jobs:
           persist-credentials: false
 
       - name: Cache pip
-        uses: actions/cache@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
+        uses: actions/cache@55cc8345863c7cc4c66a329aec7e433d2d1c52a9 # v6.1.0
         with:
           path: ~/.cache/pip
           key: pip-${{ steps.setup-python.outputs.python-version }}-${{ runner.os }}-${{ hashFiles('deps/requirements/pre-commit.txt') }}
@@ -45,7 +45,7 @@ jobs:
           python -m pip install --requirement deps/requirements/pre-commit.txt
 
       - name: Cache pre-commit
-        uses: actions/cache@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
+        uses: actions/cache@55cc8345863c7cc4c66a329aec7e433d2d1c52a9 # v6.1.0
         with:
           path: ~/.cache/pre-commit
           key: pre-commit-${{ steps.setup-python.outputs.python-version }}-${{ runner.os }}-${{ hashFiles('.pre-commit-config.yaml') }}
diff --git a/.github/workflows/prek-autoupdate.yml b/.github/workflows/prek-autoupdate.yml
index d87d9be..786f648 100644
--- a/.github/workflows/prek-autoupdate.yml
+++ b/.github/workflows/prek-autoupdate.yml
@@ -73,7 +73,7 @@ jobs:
           persist-credentials: true
 
       - name: Cache pip
-        uses: actions/cache@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
+        uses: actions/cache@55cc8345863c7cc4c66a329aec7e433d2d1c52a9 # v6.1.0
         with:
           path: ~/.cache/pip
           key: pip-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('deps/requirements/prek.txt') }}
diff --git a/.github/workflows/prek.yml b/.github/workflows/prek.yml
index 1dd1f53..cea96e8 100644
--- a/.github/workflows/prek.yml
+++ b/.github/workflows/prek.yml
@@ -35,7 +35,7 @@ jobs:
           persist-credentials: false
 
       - name: Cache pip
-        uses: actions/cache@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
+        uses: actions/cache@55cc8345863c7cc4c66a329aec7e433d2d1c52a9 # v6.1.0
         with:
           path: ~/.cache/pip
           key: pip-${{ steps.setup-python.outputs.python-version }}-${{ runner.os }}-${{ hashFiles('deps/requirements/prek.txt') }}
@@ -45,7 +45,7 @@ jobs:
           python -m pip install --requirement deps/requirements/prek.txt
 
       - name: Cache prek
-        uses: actions/cache@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
+        uses: actions/cache@55cc8345863c7cc4c66a329aec7e433d2d1c52a9 # v6.1.0
         with:
           path: ~/.cache/prek
           key: prek-${{ steps.setup-python.outputs.python-version }}-${{ runner.os }}-${{ hashFiles('.pre-commit-config.yaml') }}
diff --git a/.github/workflows/pylint.yml b/.github/workflows/pylint.yml
index 22cd1d4..24a7f1e 100644
--- a/.github/workflows/pylint.yml
+++ b/.github/workflows/pylint.yml
@@ -49,7 +49,7 @@ jobs:
           persist-credentials: false
 
       - name: Cache pip
-        uses: actions/cache@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
+        uses: actions/cache@55cc8345863c7cc4c66a329aec7e433d2d1c52a9 # v6.1.0
         with:
           path: ~/.cache/pip
           key: pip-${{ steps.setup-python.outputs.python-version }}-${{ runner.os }}-${{ hashFiles('deps/requirements/pylint.txt') }}
diff --git a/.github/workflows/tox-docker.yml b/.github/workflows/tox-docker.yml
index bfa65e8..820c89a 100644
--- a/.github/workflows/tox-docker.yml
+++ b/.github/workflows/tox-docker.yml
@@ -55,7 +55,7 @@ jobs:
 
       - name: Cache tox
         id: cache-tox
-        uses: actions/cache@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
+        uses: actions/cache@55cc8345863c7cc4c66a329aec7e433d2d1c52a9 # v6.1.0
         with:
           path: ${{ steps.setup-caching.outputs.tox-cache-dir }}
           key: tox-${{ steps.setup-caching.outputs.uv-python }}-${{ runner.os }}-${{ hashFiles(steps.setup-caching.outputs.tox-ini) }}
diff --git a/.github/workflows/tox-gh.yml b/.github/workflows/tox-gh.yml
index a5dc1e2..3210f12 100644
--- a/.github/workflows/tox-gh.yml
+++ b/.github/workflows/tox-gh.yml
@@ -40,7 +40,7 @@ jobs:
 
       - name: Cache Python
         id: cache-python
-        uses: actions/cache@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
+        uses: actions/cache@55cc8345863c7cc4c66a329aec7e433d2d1c52a9 # v6.1.0
         with:
           path: ${{ steps.setup-python.outputs.python-path }}
           key: py-${{ steps.setup-python.outputs.python-version }}-${{ runner.os }}
@@ -64,7 +64,7 @@ jobs:
 
       - name: Cache tox
         id: cache-tox
-        uses: actions/cache@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
+        uses: actions/cache@55cc8345863c7cc4c66a329aec7e433d2d1c52a9 # v6.1.0
         with:
           path: ${{ steps.setup-tox.outputs.tox-cache-dir }}
           key: tox-gh-${{ steps.setup-python.outputs.python-version }}-${{ runner.os }}-${{ hashFiles(steps.setup-tox.outputs.tox-ini) }}
diff --git a/.github/workflows/tox.yml b/.github/workflows/tox.yml
index 96cf201..2954cdc 100644
--- a/.github/workflows/tox.yml
+++ b/.github/workflows/tox.yml
@@ -48,7 +48,7 @@ jobs:
           persist-credentials: false
 
       - name: Cache pip
-        uses: actions/cache@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
+        uses: actions/cache@55cc8345863c7cc4c66a329aec7e433d2d1c52a9 # v6.1.0
         with:
           path: ~/.cache/pip
           key: pip-${{ steps.setup-python.outputs.python-version }}-${{ runner.os }}-${{ hashFiles('deps/requirements/tox.txt') }}
@@ -72,7 +72,7 @@ jobs:
 
       - name: Cache tox
         id: cache-tox
-        uses: actions/cache@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
+        uses: actions/cache@55cc8345863c7cc4c66a329aec7e433d2d1c52a9 # v6.1.0
         with:
           path: ${{ steps.setup-tox.outputs.tox-cache-dir }}
           key: tox-${{ steps.setup-python.outputs.python-version }}-${{ runner.os }}-${{ hashFiles(steps.setup-tox.outputs.tox-ini) }}