diff --git a/.github/workflows/cli.yml b/.github/workflows/cli.yml
index c3940c0c..e1f0ae6d 100644
--- a/.github/workflows/cli.yml
+++ b/.github/workflows/cli.yml
@@ -38,7 +38,7 @@ jobs:
       with:
         persist-credentials: false
     - name: Set up Hatch
-      uses: pypa/hatch@257e27e51a6a5616ed08a39a408a21c35c9931bc # install
+      uses: pypa/hatch@f647ed70d49adb885f53a27d1c7f5bdaeacf2c60 # install
     - name: Run CLI tests
       run: |
         sudo apt update
diff --git a/.github/workflows/codeql.yml b/.github/workflows/codeql.yml
index 11ccc107..bddacb66 100644
--- a/.github/workflows/codeql.yml
+++ b/.github/workflows/codeql.yml
@@ -54,7 +54,7 @@ jobs:
 
     # Initializes the CodeQL tools for scanning.
     - name: Initialize CodeQL
-      uses: github/codeql-action/init@ff2f1c621b7f889edc0d3c761ac2e6a3f8cdb0dd # v4.37.7
+      uses: github/codeql-action/init@db488ddef3bf6cb639b32c2e9a7c0a7ea8271d28 # v4.37.8
       with:
         languages: ${{ matrix.language }}
         # If you wish to specify custom queries, you can do so here or in a config file.
@@ -68,7 +68,7 @@ jobs:
     # Autobuild attempts to build any compiled languages (C/C++, C#, Go, Java, or Swift).
     # If this step fails, then you should remove it and run the build manually (see below)
     - name: Autobuild
-      uses: github/codeql-action/autobuild@ff2f1c621b7f889edc0d3c761ac2e6a3f8cdb0dd # v4.37.7
+      uses: github/codeql-action/autobuild@db488ddef3bf6cb639b32c2e9a7c0a7ea8271d28 # v4.37.8
 
     # ℹ️ Command-line programs to run using the OS shell.
     # 📚 See https://docs.github.com/en/actions/using-workflows/workflow-syntax-for-github-actions#jobsjob_idstepsrun
@@ -81,6 +81,6 @@ jobs:
     #     ./location_of_script_within_repo/buildscript.sh
 
     - name: Perform CodeQL Analysis
-      uses: github/codeql-action/analyze@ff2f1c621b7f889edc0d3c761ac2e6a3f8cdb0dd # v4.37.7
+      uses: github/codeql-action/analyze@db488ddef3bf6cb639b32c2e9a7c0a7ea8271d28 # v4.37.8
       with:
         category: "/language:${{matrix.language}}"
diff --git a/.github/workflows/cross_os.yml b/.github/workflows/cross_os.yml
index ca80a19a..7a413911 100644
--- a/.github/workflows/cross_os.yml
+++ b/.github/workflows/cross_os.yml
@@ -73,7 +73,7 @@ jobs:
           name: model.zip
           path: model_root/
       - name: Set up Hatch
-        uses: pypa/hatch@257e27e51a6a5616ed08a39a408a21c35c9931bc # install
+        uses: pypa/hatch@f647ed70d49adb885f53a27d1c7f5bdaeacf2c60 # install
       - name: Fetch OIDC token
         run: |
           SIGSTORE_ID_TOKEN=$(curl -sSfL https://storage.googleapis.com/sigstore-conformance-testing-token/untrusted-testing-token.txt)
@@ -111,7 +111,7 @@ jobs:
         with:
           name: ${{ matrix.signed-with-os }}-model.sig
       - name: Set up Hatch
-        uses: pypa/hatch@257e27e51a6a5616ed08a39a408a21c35c9931bc # install
+        uses: pypa/hatch@f647ed70d49adb885f53a27d1c7f5bdaeacf2c60 # install
       - name: Verify the model
         run: |
           hatch run python -m model_signing verify sigstore model_root/ --use_staging --signature model.sig \
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index 864892a6..cceb53dd 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -34,7 +34,7 @@ jobs:
         with:
           persist-credentials: false
       - name: Set up Hatch
-        uses: pypa/hatch@257e27e51a6a5616ed08a39a408a21c35c9931bc # install
+        uses: pypa/hatch@f647ed70d49adb885f53a27d1c7f5bdaeacf2c60 # install
       - name: build docs
         run: hatch run docs:build
       - name: upload docs artifact
diff --git a/.github/workflows/integration.yml b/.github/workflows/integration.yml
index e705094e..09e753a3 100644
--- a/.github/workflows/integration.yml
+++ b/.github/workflows/integration.yml
@@ -44,7 +44,7 @@ jobs:
       with:
         persist-credentials: false
     - name: Set up Hatch
-      uses: pypa/hatch@257e27e51a6a5616ed08a39a408a21c35c9931bc # install
+      uses: pypa/hatch@f647ed70d49adb885f53a27d1c7f5bdaeacf2c60 # install
     - name: Run integration tests
       run: |
         set -euxo pipefail
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 903a6204..79ece967 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -78,7 +78,7 @@ jobs:
         with:
           persist-credentials: false
       - name: Set up Hatch
-        uses: pypa/hatch@257e27e51a6a5616ed08a39a408a21c35c9931bc # install
+        uses: pypa/hatch@f647ed70d49adb885f53a27d1c7f5bdaeacf2c60 # install
       - name: Register pytype problem matcher
         run: echo "::add-matcher::$GITHUB_WORKSPACE/.github/pytype-problem-matcher.json"
       - name: Run type check
@@ -95,7 +95,7 @@ jobs:
         with:
           persist-credentials: false
       - name: Set up Hatch
-        uses: pypa/hatch@257e27e51a6a5616ed08a39a408a21c35c9931bc # install
+        uses: pypa/hatch@f647ed70d49adb885f53a27d1c7f5bdaeacf2c60 # install
       - name: Run python linting
         run: hatch fmt --check
         env:
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index d64854c0..e42e0fe8 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -33,7 +33,7 @@ jobs:
       with:
         persist-credentials: false
     - name: Set up Hatch
-      uses: pypa/hatch@257e27e51a6a5616ed08a39a408a21c35c9931bc # install
+      uses: pypa/hatch@f647ed70d49adb885f53a27d1c7f5bdaeacf2c60 # install
     - name: Build artifacts
       run: hatch build
     - uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
diff --git a/.github/workflows/scorecard.yml b/.github/workflows/scorecard.yml
index 42eddb33..0472fc24 100644
--- a/.github/workflows/scorecard.yml
+++ b/.github/workflows/scorecard.yml
@@ -82,6 +82,6 @@ jobs:
 
       # Upload the results to GitHub's code scanning dashboard.
       - name: "Upload to code-scanning"
-        uses: github/codeql-action/upload-sarif@ff2f1c621b7f889edc0d3c761ac2e6a3f8cdb0dd # v4.37.7
+        uses: github/codeql-action/upload-sarif@db488ddef3bf6cb639b32c2e9a7c0a7ea8271d28 # v4.37.8
         with:
           sarif_file: results.sarif
diff --git a/.github/workflows/unit_tests.yml b/.github/workflows/unit_tests.yml
index a9464c5e..22adbcc7 100644
--- a/.github/workflows/unit_tests.yml
+++ b/.github/workflows/unit_tests.yml
@@ -40,7 +40,7 @@ jobs:
       with:
         persist-credentials: false
     - name: Set up Hatch
-      uses: pypa/hatch@257e27e51a6a5616ed08a39a408a21c35c9931bc # install
+      uses: pypa/hatch@f647ed70d49adb885f53a27d1c7f5bdaeacf2c60 # install
     - name: Run unit tests (with coverage report at the end)
       run: |
         set -euxo pipefail