diff --git a/.github/workflows/ci_cd.yml b/.github/workflows/ci_cd.yml
index 1827c0fad2..50fa309c7b 100644
--- a/.github/workflows/ci_cd.yml
+++ b/.github/workflows/ci_cd.yml
@@ -102,9 +102,6 @@ jobs:
           PYPRIMEMESH_SPHINX_BUILD: 1
           PYPRIMEMESH_IMAGE_TAG: ${{ env.DOCKER_IMAGE_TAG }}
           ANSYSLMD_LICENSE_FILE: ${{ format('1055@{0}', secrets.LICENSE_SERVER )}}
-        with:
-          # By default, also '-W --keep-going'... we should eventually solve the warnings in the build process.
-          sphinxopts: '-j auto'
 
   testing:
     name: Run Unit Tests
diff --git a/doc/source/conf.py b/doc/source/conf.py
index 742a82b292..7b19db6bfe 100755
--- a/doc/source/conf.py
+++ b/doc/source/conf.py
@@ -60,11 +60,11 @@
     'sphinx.ext.autodoc',
     'sphinx.ext.autosummary',
     "numpydoc",
+    "notfound.extension",
     "sphinx.ext.intersphinx",
     "sphinx_copybutton",
     "sphinx_gallery.gen_gallery",
     "jupyter_sphinx",
-    "notfound.extension",
     "sphinx.ext.coverage",
     "sphinx.ext.doctest",
     "sphinx.ext.extlinks",
@@ -74,7 +74,7 @@
 
 # Intersphinx mapping
 intersphinx_mapping = {
-    "python": ("https://docs.python.org/dev", None),
+    "python": ("https://docs.python.org/3", None),
     # kept here as an example
     # "scipy": ("https://docs.scipy.org/doc/scipy/reference", None),
     # "numpy": ("https://numpy.org/devdocs", None),
diff --git a/examples/gallery/08_lucid_generic_f1_rear_wing.py b/examples/gallery/08_lucid_generic_f1_rear_wing.py
index 4dbb602e9c..03018a0155 100644
--- a/examples/gallery/08_lucid_generic_f1_rear_wing.py
+++ b/examples/gallery/08_lucid_generic_f1_rear_wing.py
@@ -78,7 +78,7 @@
 
 ###############################################################################
 # Merge parts
-# ~~~~~~~~~~~~~~~~~~~
+# ~~~~~~~~~~~
 # Establish the global size parameter to regulate mesh refinement.
 # Merge all individual parts into a unified part named `f1_car_rear_wing`.
 
@@ -96,7 +96,7 @@
 
 ###############################################################################
 # Mesh connect
-# ~~~~~~~~~~~~~~~~~~~
+# ~~~~~~~~~~~~
 # In order to generate a volume mesh for a closed domain, it is necessary to ensure
 # that the components of the rear wing are properly connected.
 # To achieve this, perform a connect operation using labels to join the components of
@@ -119,7 +119,7 @@
 
 ###############################################################################
 # Define local size-control and generate size-field
-# ~~~~~~~~~~~~~~~~~~~
+# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 # In order to accurately represent the physics of the DRS wing, a limitation of 8 mm
 # is imposed on the mesh size of the wing.
 # This is accomplished by implementing curvature size control, which refines the
@@ -165,7 +165,7 @@
 
 ###############################################################################
 # Generate surface mesh
-# ~~~~~~~~~~~~~~~~~~~
+# ~~~~~~~~~~~~~~~~~~~~~
 # Create a surface mesh for the rear wing using the defined size controls.
 # To facilitate the definition of boundary conditions on the surfaces in the solver,
 # generate face zones by utilizing the existing labels found in the rear wing model.
@@ -180,14 +180,14 @@
 
 ###############################################################################
 # Compute volumetric regions
-# ~~~~~~~~~~~~~~~~~~~
+# ~~~~~~~~~~~~~~~~~~~~~~~~~~
 # Compute the volume zones.
 
 mesh_util.compute_volumes(part_expression=part.name, create_zones_per_volume=True)
 
 ###############################################################################
 # Define volume controls
-# ~~~~~~~~~~~~~~~~~~~
+# ~~~~~~~~~~~~~~~~~~~~~~
 # In order to prevent the generation of a volume mesh within the solid wing,
 # the type of a volume zone within the rear wing can be defined as "dead".
 # To accomplish this, Volume Control is utilized to assign the type for the
@@ -211,7 +211,7 @@
 
 ###############################################################################
 # Define prism controls
-# ~~~~~~~~~~~~~~~~~~~
+# ~~~~~~~~~~~~~~~~~~~~~
 # A prism control can be used to define inflation layers on the external aero surfaces.
 # Specify the aero surfaces using labels, here prism scope is defined on zones associated
 # with labels ``*drs*`` and ``*plane*``.
@@ -247,7 +247,7 @@
 
 ###############################################################################
 # Generate volume mesh
-# ~~~~~~~~~~~~~~~~~~~
+# ~~~~~~~~~~~~~~~~~~~~
 # Volume mesh with hexcore polyhedral elements and boundary layer refinement.
 
 volume_mesh = prime.AutoMesh(model)
diff --git a/examples/misc/example_template.py b/examples/misc/example_template.py
index b85e45474f..2a39869e12 100644
--- a/examples/misc/example_template.py
+++ b/examples/misc/example_template.py
@@ -84,9 +84,9 @@
 # as ReStructured Text (RST).
 #
 # .. note::
-# You only need to create the Python (PY) files for the example. The
-# ``sphinx-gallery`` extension automatically generates the Jupyter
-# notebook, the HTML files for the documentation, and the demo script.
+#   You only need to create the Python (PY) files for the example. The
+#   ``sphinx-gallery`` extension automatically generates the Jupyter
+#   notebook, the HTML files for the documentation, and the demo script.
 #
 # Sections can contain any information that you may have regarding the example,
 # such as step-by-step comments and information on motivations. In the generated
diff --git a/pyproject.toml b/pyproject.toml
index 23e2743ebf..92851658de 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -40,15 +40,15 @@ tests = [
   "pyvista[trame]==0.41.1"
 ]
 doc = [
-  "ansys-sphinx-theme==0.10.2",
+  "ansys-sphinx-theme @ git+https://github.com/ansys/ansys-sphinx-theme.git@fix/edit-this-context",
   "jupyter-sphinx==0.4.0",
   "numpydoc==1.5.0",
-  "Sphinx==7.1.2",
+  "Sphinx==7.2.4",
   "pyvista==0.41.1",
   "sphinx-autodoc-typehints==1.24.0",
   "sphinx-copybutton==0.5.2",
-  "sphinx-gallery==0.13.0",
-  "sphinx-notfound-page==0.8.3",
+  "sphinx-gallery==0.14.0",
+  "sphinx-notfound-page==1.0.0",
   "sphinxemoji==0.2.0",
 ]
 all = [