diff --git a/.github/workflows/emscripten.yml b/.github/workflows/emscripten.yml
index 63e016e8..24ae32a6 100644
--- a/.github/workflows/emscripten.yml
+++ b/.github/workflows/emscripten.yml
@@ -34,10 +34,10 @@ jobs:
     if: github.repository == 'PyWavelets/pywt'
     steps:
       - name: Check out repository
-        uses: actions/checkout@v6.0.2
+        uses: actions/checkout@v7.0.1
 
       - name: Build and test PyWavelets
-        uses: pypa/cibuildwheel@8d2b08b68458a16aeb24b64e68a09ab1c8e82084 # v3.4.1
+        uses: pypa/cibuildwheel@4726cd35bb13f7bde50cf2761f2499ac7b3aa32c # v4.1.1
         env:
           CIBW_PLATFORM: pyodide
           CIBW_TEST_REQUIRES: pytest matplotlib
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 0ed29cc9..1f461b5f 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -21,10 +21,10 @@ jobs:
         python-version: ["3.13"]
 
     steps:
-      - uses: actions/checkout@v6.0.2
+      - uses: actions/checkout@v7.0.1
 
       - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v6
+        uses: actions/setup-python@v7
         with:
           python-version: ${{ matrix.python-version }}
 
diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
index 9f16de0e..2cfaf0c3 100644
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -62,8 +62,8 @@ jobs:
             python-version: "3.14"
             OPTIONS_NAME: "editable-install"
     steps:
-      - uses: actions/checkout@0c366fd6a839edf440554fa01a7085ccba70ac98 # v4.1.2
-      - uses: actions/setup-python@2e3e4b15a884dc73a63f962bff250a855150a234 # v5.5.0
+      - uses: actions/checkout@f548e57e544e1ff5a4c46bf1e1b8685f8e4a348a # v4.1.2
+      - uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v5.5.0
         with:
           python-version: ${{ matrix.python-version}}
           allow-prereleases: true
@@ -144,8 +144,8 @@ jobs:
       matrix:
         python-version: ["3.13t", "3.14t"]
     steps:
-      - uses: actions/checkout@0c366fd6a839edf440554fa01a7085ccba70ac98 # v4.1.2
-      - uses: actions/setup-python@2e3e4b15a884dc73a63f962bff250a855150a234 # v5.5.0
+      - uses: actions/checkout@f548e57e544e1ff5a4c46bf1e1b8685f8e4a348a # v4.1.2
+      - uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v5.5.0
         with:
           python-version: ${{ matrix.python-version}}
 
@@ -183,8 +183,8 @@ jobs:
             OPTIONS_NAME: "pre-releases"
 
     steps:
-      - uses: actions/checkout@0c366fd6a839edf440554fa01a7085ccba70ac98 # v4.1.2
-      - uses: actions/setup-python@2e3e4b15a884dc73a63f962bff250a855150a234 # v5.5.0
+      - uses: actions/checkout@f548e57e544e1ff5a4c46bf1e1b8685f8e4a348a # v4.1.2
+      - uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v5.5.0
         with:
           python-version: ${{ matrix.python-version}}
           allow-prereleases: true
@@ -248,7 +248,7 @@ jobs:
     name: Test under ASan and UBSan
     runs-on: macos-latest
     steps:
-      - uses: actions/checkout@0c366fd6a839edf440554fa01a7085ccba70ac98 # v4.2.2
+      - uses: actions/checkout@f548e57e544e1ff5a4c46bf1e1b8685f8e4a348a # v4.2.2
         with:
           submodules: recursive
           fetch-tags: true
diff --git a/.github/workflows/wheel_tests_and_release.yml b/.github/workflows/wheel_tests_and_release.yml
index 1980f724..ce702c5f 100644
--- a/.github/workflows/wheel_tests_and_release.yml
+++ b/.github/workflows/wheel_tests_and_release.yml
@@ -37,16 +37,16 @@ jobs:
         cibw_python: ["cp312", "cp313", "cp313t", "cp314", "cp314t"]
         cibw_arch: ["x86_64"]
     steps:
-      - uses: actions/checkout@0c366fd6a839edf440554fa01a7085ccba70ac98 # v4.1.2
+      - uses: actions/checkout@f548e57e544e1ff5a4c46bf1e1b8685f8e4a348a # v4.1.2
         with:
           fetch-depth: 0
-      - uses: actions/setup-python@2e3e4b15a884dc73a63f962bff250a855150a234 # v5.5.0
+      - uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v5.5.0
         name: Install Python
         with:
           python-version: "3.12"
 
       - name: Build the wheel
-        uses: pypa/cibuildwheel@8d2b08b68458a16aeb24b64e68a09ab1c8e82084 # v3.4.1
+        uses: pypa/cibuildwheel@4726cd35bb13f7bde50cf2761f2499ac7b3aa32c # v4.1.1
         with:
           output-dir: dist
         env:
@@ -69,16 +69,16 @@ jobs:
         cibw_python: ["cp312", "cp313", "cp313t", "cp314", "cp314t"]
         cibw_arch: ["aarch64"]
     steps:
-      - uses: actions/checkout@0c366fd6a839edf440554fa01a7085ccba70ac98 # v4.1.2
+      - uses: actions/checkout@f548e57e544e1ff5a4c46bf1e1b8685f8e4a348a # v4.1.2
         with:
           fetch-depth: 0
-      - uses: actions/setup-python@2e3e4b15a884dc73a63f962bff250a855150a234 # v5.5.0
+      - uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v5.5.0
         name: Install Python
         with:
           python-version: "3.12"
 
       - name: Build the wheel
-        uses: pypa/cibuildwheel@8d2b08b68458a16aeb24b64e68a09ab1c8e82084 # v3.4.1
+        uses: pypa/cibuildwheel@4726cd35bb13f7bde50cf2761f2499ac7b3aa32c # v4.1.1
         with:
           output-dir: dist
         env:
@@ -105,18 +105,18 @@ jobs:
           - os: macos-15-intel
             cibw_arch: "arm64"
     steps:
-      - uses: actions/checkout@0c366fd6a839edf440554fa01a7085ccba70ac98 # v4.1.2
+      - uses: actions/checkout@f548e57e544e1ff5a4c46bf1e1b8685f8e4a348a # v4.1.2
         with:
           fetch-depth: 0
 
-      - uses: actions/setup-python@2e3e4b15a884dc73a63f962bff250a855150a234 # v5.5.0
+      - uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v5.5.0
         name: Install Python
         with:
           python-version: "3.12"
 
       - name: Build wheels for CPython (macOS) (x86_64)
         if: matrix.cibw_arch == 'x86_64'
-        uses: pypa/cibuildwheel@8d2b08b68458a16aeb24b64e68a09ab1c8e82084 # v3.4.1
+        uses: pypa/cibuildwheel@4726cd35bb13f7bde50cf2761f2499ac7b3aa32c # v4.1.1
         with:
           output-dir: dist
         env:
@@ -126,7 +126,7 @@ jobs:
 
       - name: Build wheels for CPython (macOS) (arm64)
         if: matrix.cibw_arch == 'arm64'
-        uses: pypa/cibuildwheel@8d2b08b68458a16aeb24b64e68a09ab1c8e82084 # v3.4.1
+        uses: pypa/cibuildwheel@4726cd35bb13f7bde50cf2761f2499ac7b3aa32c # v4.1.1
         with:
           output-dir: dist
         env:
@@ -157,11 +157,11 @@ jobs:
           - os: windows-11-arm
             cibw_arch: AMD64
     steps:
-      - uses: actions/checkout@0c366fd6a839edf440554fa01a7085ccba70ac98 # v4.1.2
+      - uses: actions/checkout@f548e57e544e1ff5a4c46bf1e1b8685f8e4a348a # v4.1.2
         with:
           fetch-depth: 0
 
-      - uses: actions/setup-python@2e3e4b15a884dc73a63f962bff250a855150a234 # v5.5.0
+      - uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v5.5.0
         name: Install Python
         with:
           python-version: "3.12"
@@ -185,7 +185,7 @@ jobs:
           architecture: arm64
 
       - name: Build Windows wheels for CPython
-        uses: pypa/cibuildwheel@8d2b08b68458a16aeb24b64e68a09ab1c8e82084 # v3.4.1
+        uses: pypa/cibuildwheel@4726cd35bb13f7bde50cf2761f2499ac7b3aa32c # v4.1.1
         with:
           output-dir: dist
         env:
@@ -212,11 +212,11 @@ jobs:
     if: github.repository == 'PyWavelets/pywt' && startsWith(github.ref, 'refs/tags/v')
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@0c366fd6a839edf440554fa01a7085ccba70ac98 # v4.1.2
+      - uses: actions/checkout@f548e57e544e1ff5a4c46bf1e1b8685f8e4a348a # v4.1.2
         with:
           fetch-depth: 0
 
-      - uses: actions/setup-python@2e3e4b15a884dc73a63f962bff250a855150a234 # v5.5.0
+      - uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v5.5.0
         name: Install Python
         with:
           python-version: "3.12"
@@ -248,7 +248,7 @@ jobs:
           TWINE_PASSWORD: ${{ secrets.TWINE_TOKEN }}
 
       - name: Github release
-        uses: softprops/action-gh-release@b4309332981a82ec1c5618f44dd2e27cc8bfbfda # v3.0.0
+        uses: softprops/action-gh-release@3d0d9888cb7fd7b750713d6e236d1fcb99157228 # v3.0.2
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
           GITHUB_REPOSITORY: ${{ github.repository }}
@@ -270,7 +270,7 @@ jobs:
       (github.event_name == 'schedule')
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@0c366fd6a839edf440554fa01a7085ccba70ac98 # v4.1.2
+      - uses: actions/checkout@f548e57e544e1ff5a4c46bf1e1b8685f8e4a348a # v4.1.2
         with:
           fetch-depth: 0