diff --git a/.github/workflows/ci_publish.yml b/.github/workflows/ci_publish.yml
index e93a2687..988246ac 100644
--- a/.github/workflows/ci_publish.yml
+++ b/.github/workflows/ci_publish.yml
@@ -37,6 +37,12 @@ jobs:
       - name: Install dependencies
         run: python -m pip install --upgrade tox
 
+      - name: Using execution-output cache
+        uses: actions/cache@55cc8345863c7cc4c66a329aec7e433d2d1c52a9  # v6.1.0
+        with:
+          path: _build/execute
+          key: JB-output
+
       - name: Execute notebooks while building HTMLs
         run: tox -e py312-buildhtml
 
diff --git a/tox.ini b/tox.ini
index 94c2b64f..ec08db7a 100644
--- a/tox.ini
+++ b/tox.ini
@@ -88,6 +88,7 @@ commands =
     !buildhtml: bash -c 'if [[ $GITHUB_EVENT_NAME == pull_request && -z "$(grep force_run:all_tests ${GITHUB_EVENT_PATH})" ]]; then grep -f changed_tutorials all_tutorials; else cat all_tutorials; fi | grep -vf ignore_testing | xargs jupytext --to notebook '
 
     !buildhtml: bash -c "echo 'Notebooks ignored (not tested/executed) in this job:'; cat ignore_testing | sort | uniq"
+    !buildhtml: bash -c "echo '@@@@@@@@@@@@@@@@@@@@@@@@@@@@'; echo 'Notesbooks executed in this job:'; grep -v ignore_testing all_tutorials | sort"
 
     !buildhtml: pytest --nbval-lax -vv --suppress-no-test-exit-code --durations=10 tutorials
 
@@ -101,6 +102,7 @@ commands =
     buildhtml: bash -c 'if [ -s ignore_execute ]; then for name in $(cat ignore_execute | sort| uniq); do if [ -z "$(head -n 20 ${name}| grep execute:)" ]; then sed -i -e "s|kernelspec:|execute:\n  skip: true\nkernelspec:|g" ${name}; fi; done;fi'
 
     buildhtml: bash -c "echo 'Notebooks ignored (not tested/executed) in this job:'; cat ignore_execute | sort | uniq"
+    buildhtml: bash -c "echo '@@@@@@@@@@@@@@@@@@@@@@@@@@@@'; echo 'Notesbooks executed in this job:'; grep -v ignore_execute all_tutorials | sort"
 
     # Build the MyST plugin bundle before building the site with jupyter-book
     buildhtml: bash -c "cd plugins && npm install && npm run build"
diff --git a/tutorials/spherex/spherex_cutouts.md b/tutorials/spherex/spherex_cutouts.md
index 795a3cf6..ce50448b 100644
--- a/tutorials/spherex/spherex_cutouts.md
+++ b/tutorials/spherex/spherex_cutouts.md
@@ -160,7 +160,7 @@ def process_cutout(row, ra, dec, cache):
         Ra and Dec coordinates (same as used for the TAP query) with attached astropy units
     cache : bool
         If set to `True`, the output of cached and the cutout processing will run faster next time.
-        Turn this feature off by setting `cache = False`.
+        Turn this feature off by setting ``cache=False``.
     '''
 
     with fits.open(row["uri"], cache=cache) as hdulist:
@@ -206,7 +206,7 @@ def process_cutout_with_error_handling(row, ra, dec, cache):
         Ra and Dec coordinates (same as used for the TAP query) with attached astropy units
     cache : bool
         If set to `True`, the output of cached and the cutout processing will run faster next time.
-        Turn this feature off by setting `cache = False`.
+        Turn this feature off by setting ``cache=False``.
     '''
     try:
         process_cutout(row, ra, dec, cache=cache)