diff --git a/.github/workflows/CI.yml b/.github/workflows/CI.yml
index 662e1b802..ecc6efdb1 100644
--- a/.github/workflows/CI.yml
+++ b/.github/workflows/CI.yml
@@ -74,7 +74,7 @@ jobs:
 
       - name: "Setup CI environment 🛠"
         # Important: make sure to update the SHA after making any changes to the set-dev-env action
-        uses: pydata/pydata-sphinx-theme/.github/actions/set-dev-env@4a1e7898d6c92dade5e489684277ab4ffd0eb053
+        uses: pydata/pydata-sphinx-theme/.github/actions/set-dev-env@151623d27c775a2706de7bbc7e8102f31fb76af5
         with:
           python-version: ${{ matrix.python-version }}
           pandoc: true
@@ -125,7 +125,7 @@ jobs:
           persist-credentials: false
 
       - name: "Setup CI environment 🛠"
-        uses: pydata/pydata-sphinx-theme/.github/actions/set-dev-env@4a1e7898d6c92dade5e489684277ab4ffd0eb053
+        uses: pydata/pydata-sphinx-theme/.github/actions/set-dev-env@151623d27c775a2706de7bbc7e8102f31fb76af5
         with:
           python-version: ${{ env.DEFAULT_PYTHON_VERSION }}
 
@@ -181,7 +181,7 @@ jobs:
           persist-credentials: false
 
       - name: "Setup CI environment 🛠"
-        uses: pydata/pydata-sphinx-theme/.github/actions/set-dev-env@4a1e7898d6c92dade5e489684277ab4ffd0eb053
+        uses: pydata/pydata-sphinx-theme/.github/actions/set-dev-env@151623d27c775a2706de7bbc7e8102f31fb76af5
         with:
           # 3.12 is not supported by py-spy yet
           python-version: "3.11"
diff --git a/.github/workflows/a11y.yml b/.github/workflows/a11y.yml
index c6892dd49..60b4341a7 100644
--- a/.github/workflows/a11y.yml
+++ b/.github/workflows/a11y.yml
@@ -48,7 +48,7 @@ jobs:
           persist-credentials: false
 
       - name: "Setup CI environment 🛠"
-        uses: pydata/pydata-sphinx-theme/.github/actions/set-dev-env@4a1e7898d6c92dade5e489684277ab4ffd0eb053
+        uses: pydata/pydata-sphinx-theme/.github/actions/set-dev-env@151623d27c775a2706de7bbc7e8102f31fb76af5
         with:
           python-version: ${{ env.DEFAULT_PYTHON_VERSION }}
           pandoc: true
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index 1ece04f76..6d4cefc02 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -61,7 +61,7 @@ jobs:
 
       - name: "Setup CI environment 🛠"
         # Important: make sure to update the SHA after making any changes to the set-dev-env action
-        uses: pydata/pydata-sphinx-theme/.github/actions/set-dev-env@4a1e7898d6c92dade5e489684277ab4ffd0eb053
+        uses: pydata/pydata-sphinx-theme/.github/actions/set-dev-env@151623d27c775a2706de7bbc7e8102f31fb76af5
         with:
           python-version: ${{ matrix.python-version }}
           pandoc: true
@@ -92,7 +92,7 @@ jobs:
 
       - name: "Setup CI environment 🛠"
         # Important: make sure to update the SHA after making any changes to the set-dev-env action
-        uses: pydata/pydata-sphinx-theme/.github/actions/set-dev-env@4a1e7898d6c92dade5e489684277ab4ffd0eb053
+        uses: pydata/pydata-sphinx-theme/.github/actions/set-dev-env@151623d27c775a2706de7bbc7e8102f31fb76af5
         with:
           python-version: ${{ env.DEFAULT_PYTHON_VERSION }}
 
@@ -129,7 +129,7 @@ jobs:
 
       - name: "Setup CI environment 🛠"
         # Important: make sure to update the SHA after making any changes to the set-dev-env action
-        uses: pydata/pydata-sphinx-theme/.github/actions/set-dev-env@4a1e7898d6c92dade5e489684277ab4ffd0eb053
+        uses: pydata/pydata-sphinx-theme/.github/actions/set-dev-env@151623d27c775a2706de7bbc7e8102f31fb76af5
 
       - name: "Check for broken links 🔗"
         run: python -Im tox run -e docs-linkcheck
diff --git a/.github/workflows/prerelease.yml b/.github/workflows/prerelease.yml
index dbf429a98..7d63a6960 100644
--- a/.github/workflows/prerelease.yml
+++ b/.github/workflows/prerelease.yml
@@ -31,7 +31,7 @@ jobs:
 
       - name: "Setup CI environment 🛠"
         # Important: make sure to update the SHA after making any changes to the set-dev-env action
-        uses: pydata/pydata-sphinx-theme/.github/actions/set-dev-env@4a1e7898d6c92dade5e489684277ab4ffd0eb053
+        uses: pydata/pydata-sphinx-theme/.github/actions/set-dev-env@151623d27c775a2706de7bbc7e8102f31fb76af5
         with:
           python-version: ${{ matrix.python-version }}
           pandoc: true
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index 8708c4b94..19edcdd02 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -19,7 +19,7 @@ jobs:
   # calls our general CI workflows (tests, coverage, profile, etc.)
   tests:
     # Important: make sure to update the SHA after making any changes to the CI workflow
-    uses: pydata/pydata-sphinx-theme/.github/workflows/CI.yml@ac57147185b6f9400cafbcd852e04345e5e841b7
+    uses: pydata/pydata-sphinx-theme/.github/workflows/CI.yml@151623d27c775a2706de7bbc7e8102f31fb76af5
     # only run this workflow for pydata owned repositories (avoid forks)
     if: github.repository_owner == 'pydata'
     # needed for the coverage action
@@ -30,7 +30,7 @@ jobs:
       # calls our docs workflow (build docs, check broken links, lighthouse)
   docs:
     # Important: make sure to update the SHA after making any changes to the docs workflow
-    uses: pydata/pydata-sphinx-theme/.github/workflows/docs.yml@3e74810e3ad3778c179f3f836409540e0a3bf0f1
+    uses: pydata/pydata-sphinx-theme/.github/workflows/docs.yml@151623d27c775a2706de7bbc7e8102f31fb76af5
     # only run this workflow for pydata owned repositories (avoid forks)
     if: github.repository_owner == 'pydata'