diff --git a/.github/workflows/coverage.yml b/.github/workflows/coverage.yml
index ef889b2fb..c21066f0e 100644
--- a/.github/workflows/coverage.yml
+++ b/.github/workflows/coverage.yml
@@ -27,7 +27,7 @@ jobs:
       # DO NOT run actions/checkout here, for security reasons
       # For details, refer to https://securitylab.github.com/research/github-actions-preventing-pwn-requests/
       - name: Post comment
-        uses: py-cov-action/python-coverage-comment-action@6494290850a5098c2836298dad8f11082b4ceaa9 # v3
+        uses: py-cov-action/python-coverage-comment-action@a6a4209d6d08f73ae4b29d2cf53377002b44bd8f # v3
         with:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
           GITHUB_PR_RUN_ID: ${{ github.event.workflow_run.id }}
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 2bb6b84c9..b6d58addb 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -15,7 +15,7 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
-    - uses: actions/checkout@v5
+    - uses: actions/checkout@v6
       with:
         persist-credentials: false
     - name: Set up Python
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 8b3c6301d..4eb47f87d 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -37,7 +37,7 @@ jobs:
         - 3306:3306
 
     steps:
-    - uses: actions/checkout@v5
+    - uses: actions/checkout@v6
       with:
         persist-credentials: false
 
@@ -78,7 +78,7 @@ jobs:
         COVERAGE_FILE: ".coverage.mysql.${{ matrix.python-version }}"
 
     - name: Store coverage file
-      uses: actions/upload-artifact@v4
+      uses: actions/upload-artifact@v5
       with:
         name: coverage-mysql-${{ matrix.python-version }}
         path: .coverage.mysql.${{ matrix.python-version }}*
@@ -133,7 +133,7 @@ jobs:
           --health-retries 5
 
     steps:
-    - uses: actions/checkout@v5
+    - uses: actions/checkout@v6
       with:
         persist-credentials: false
 
@@ -178,7 +178,7 @@ jobs:
         COVERAGE_FILE: ".coverage.${{ matrix.database }}.${{ matrix.python-version }}"
 
     - name: Store coverage file
-      uses: actions/upload-artifact@v4
+      uses: actions/upload-artifact@v5
       with:
         name: coverage-${{ matrix.database }}-${{ matrix.python-version }}
         path: .coverage.${{ matrix.database }}.${{ matrix.python-version }}*
@@ -193,7 +193,7 @@ jobs:
         python-version: ['3.10', '3.11', '3.12', '3.13', '3.14']
 
     steps:
-    - uses: actions/checkout@v5
+    - uses: actions/checkout@v6
       with:
         persist-credentials: false
 
@@ -231,7 +231,7 @@ jobs:
         COVERAGE_FILE: ".coverage.sqlite.${{ matrix.python-version }}"
 
     - name: Store coverage file
-      uses: actions/upload-artifact@v4
+      uses: actions/upload-artifact@v5
       with:
         name: coverage-sqlite-${{ matrix.python-version }}
         path: .coverage.sqlite.${{ matrix.python-version }}*
@@ -243,7 +243,7 @@ jobs:
       fail-fast: false
 
     steps:
-    - uses: actions/checkout@v5
+    - uses: actions/checkout@v6
       with:
         persist-credentials: false
 
@@ -286,12 +286,12 @@ jobs:
       pull-requests: write
       contents: write
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v6
         with:
           # Persist the credentials because coverage_comment needs them too.
           persist-credentials: true
 
-      - uses: actions/download-artifact@v4
+      - uses: actions/download-artifact@v6
         id: download
         with:
           pattern: coverage-*
@@ -299,13 +299,13 @@ jobs:
 
       - name: Coverage comment
         id: coverage_comment
-        uses: py-cov-action/python-coverage-comment-action@6494290850a5098c2836298dad8f11082b4ceaa9 # v3
+        uses: py-cov-action/python-coverage-comment-action@a6a4209d6d08f73ae4b29d2cf53377002b44bd8f # v3
         with:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
           MERGE_COVERAGE_FILES: true
 
       - name: Store Pull Request comment to be posted
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v5
         if: steps.coverage_comment.outputs.COMMENT_FILE_WRITTEN == 'true'
         with:
           name: python-coverage-comment-action
diff --git a/.github/workflows/zizmor.yml b/.github/workflows/zizmor.yml
index 45c95ba02..7d597a5ee 100644
--- a/.github/workflows/zizmor.yml
+++ b/.github/workflows/zizmor.yml
@@ -18,9 +18,9 @@ jobs:
       actions: read # only needed for private repos
     steps:
       - name: Checkout repository
-        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+        uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5.0.1
         with:
           persist-credentials: false
 
       - name: Run zizmor 🌈
-        uses: zizmorcore/zizmor-action@e673c3917a1aef3c65c972347ed84ccd013ecda4 # v0.2.0
+        uses: zizmorcore/zizmor-action@e639db99335bc9038abc0e066dfcd72e23d26fb4 # v0.3.0