diff --git a/.github/workflows/ci-cd.yml b/.github/workflows/ci-cd.yml
index a57b3d1..b84c069 100644
--- a/.github/workflows/ci-cd.yml
+++ b/.github/workflows/ci-cd.yml
@@ -29,7 +29,7 @@ jobs:
         fetch-depth: 0
     
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@v6
       with:
         python-version: ${{ matrix.python-version }}
     
@@ -160,7 +160,7 @@ jobs:
       uses: actions/checkout@v4
     
     - name: Set up Python
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@v6
       with:
         python-version: ${{ env.PYTHON_VERSION }}
     
@@ -218,7 +218,7 @@ jobs:
       uses: actions/checkout@v4
     
     - name: Set up Python
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@v6
       with:
         python-version: ${{ env.PYTHON_VERSION }}
     
@@ -245,7 +245,7 @@ jobs:
       uses: actions/checkout@v4
     
     - name: Set up Python
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@v6
       with:
         python-version: ${{ env.PYTHON_VERSION }}
     
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index b3625b1..f02daeb 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -11,7 +11,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.12'
           cache: 'pip'
diff --git a/.github/workflows/make-tests.yml b/.github/workflows/make-tests.yml
index 1956b16..de11437 100644
--- a/.github/workflows/make-tests.yml
+++ b/.github/workflows/make-tests.yml
@@ -9,7 +9,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.11'
       - name: Install uv
diff --git a/.github/workflows/nightly.yml b/.github/workflows/nightly.yml
index 961f21a..c8f7bac 100644
--- a/.github/workflows/nightly.yml
+++ b/.github/workflows/nightly.yml
@@ -13,7 +13,7 @@ jobs:
       - uses: actions/setup-node@v4
         with:
           node-version: '18'
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.12'
       - name: Install frontend deps
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 9e60ebf..62ee00a 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -10,7 +10,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.12'
       - name: Install build tooling
diff --git a/.github/workflows/security.yml b/.github/workflows/security.yml
index cf76601..e3c84bc 100644
--- a/.github/workflows/security.yml
+++ b/.github/workflows/security.yml
@@ -12,7 +12,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         with:
           python-version: '3.12'
       - name: Install pip-audit
diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
index 3fd6136..3a4963e 100644
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -12,7 +12,7 @@ jobs:
         python-version: ["3.11", "3.12"]
     steps:
       - uses: actions/checkout@v4
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         with:
           python-version: ${{ matrix.python-version }}
       - name: Install uv