diff --git a/.readthedocs.yaml b/.readthedocs.yaml
new file mode 100644
index 00000000..ee1f4055
--- /dev/null
+++ b/.readthedocs.yaml
@@ -0,0 +1,21 @@
+version: 2
+
+build:
+  image: latest
+  apt_packages:
+    - libpci-dev
+
+# As of June 2021, We need to set up a conda environment to install
+# a sufficiently new Node.js: https://github.com/readthedocs/readthedocs.org/issues/8249
+
+conda:
+  environment: .readthedocs_env.yml
+
+python:
+  version: 3.8
+  install:
+    - method: pip
+      path: .
+
+sphinx:
+  configuration: docs/conf.py
diff --git a/.readthedocs_env.yml b/.readthedocs_env.yml
new file mode 100644
index 00000000..1414d206
--- /dev/null
+++ b/.readthedocs_env.yml
@@ -0,0 +1,33 @@
+name: pywwt_rtd
+channels:
+  - conda-forge
+
+dependencies:
+  - astropy
+  - commonmark
+  - ipyevents
+  - ipython
+  - ipywidgets
+  - jupyterlab
+  - jupyterlab_widgets
+  - krb5
+  - lxml
+  - matplotlib
+  - nodejs
+  - notebook
+  - numpydoc
+  - pip
+  - pyopengl
+  - pyqt
+  - pyqtwebengine
+  - python=3.8
+  - qt
+  - qtpy
+  - recommonmark
+  - reproject
+  - scipy
+  - setuptools
+  - sphinx
+  - sphinx-automodapi
+  - sphinx_rtd_theme
+  - widgetsnbextension
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 08f4e308..f08f0bdb 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,3 +1,9 @@
+# pypa:pywwt 0.11.3 (2021-06-09)
+
+- Another attempt to get ReadTheDocs to update the "stable" version of the
+  documentation. We need to automate updating of the `stable` Git branch.
+
+
 # pypa:pywwt 0.11.2 (2021-06-09)
 
 - Tidy up and modernize the installation instructions. Our ReadTheDocs defaults
diff --git a/ci/azure-deployment.yml b/ci/azure-deployment.yml
index 609c29aa..8a8274b8 100644
--- a/ci/azure-deployment.yml
+++ b/ci/azure-deployment.yml
@@ -31,9 +31,15 @@ jobs:
         setupCranko: true
         setupGit: true
     - bash: |
-        set -xeou pipefail
+        set -xeuo pipefail
         cranko release-workflow tag
         git push --tags origin release:release
+
+        if cranko show if-released --exit-code pypa:pywwt ; then
+          # Special "stable" branch that ReadTheDocs watches. It doesn't seem
+          # possible to customize the name.
+          git push origin release:stable
+        fi
       displayName: Tag and push
       env:
         GITHUB_TOKEN: $(GITHUB_TOKEN)
@@ -50,7 +56,7 @@ jobs:
         setupCranko: true
         setupGit: true
     - bash: |
-        set -xeou pipefail
+        set -xeuo pipefail
         cranko github create-releases
       displayName: Create GitHub releases
       env:
@@ -99,7 +105,7 @@ jobs:
     - bash: cd frontend && npm run build
       displayName: NPM build
     - bash: |
-        set -xeou pipefail
+        set -xeuo pipefail
         cranko npm foreach-released npm publish
       displayName: Publish to NPM
     - bash: shred ~/.npmrc
diff --git a/pywwt/_version.py b/pywwt/_version.py
index 9fdadc1f..f74bce0c 100644
--- a/pywwt/_version.py
+++ b/pywwt/_version.py
@@ -1,4 +1,4 @@
-version_info = (0, 11, 2, 'final', 0)  # cranko project-version tuple
+version_info = (0, 11, 3, 'final', 0)  # cranko project-version tuple
 
 _specifier_ = {'alpha': '.a', 'beta': '.b', 'candidate': '.rc', 'final': '', 'dev': '.dev'}
 
diff --git a/readthedocs.yml b/readthedocs.yml
deleted file mode 100644
index 70f6ac0b..00000000
--- a/readthedocs.yml
+++ /dev/null
@@ -1,10 +0,0 @@
-build:
-  image: latest
-
-python:
-  version: 3.8
-  pip_install: true
-  extra_requirements: ['docs', 'qt']
-
-# Don't build any extra formats
-formats: []