diff --git a/.circleci/config.yml b/.circleci/config.yml
new file mode 100644
index 0000000..0035810
--- /dev/null
+++ b/.circleci/config.yml
@@ -0,0 +1,77 @@
+apt-run: &apt-install
+  name: Install apt packages
+  command: |
+    apt update
+    apt install -y graphviz build-essential
+
+docs-install: &docs-install
+  name: Install Python dependencies
+  command: |
+    pip install werkzeug sphinx alabaster invoke python-dateutil sphinx-automodapi nbsphinx ipython
+
+version: 2
+jobs:
+
+  egg-info-27:
+    docker:
+      - image: circleci/python:2.7
+    steps:
+      - checkout
+      - run: python setup.py egg_info
+
+  egg-info-35:
+    docker:
+      - image: circleci/python:3.5
+    steps:
+      - checkout
+      - run: python setup.py egg_info
+
+  egg-info-36:
+    docker:
+      - image: circleci/python:3.6
+    steps:
+      - checkout
+      - run: python setup.py egg_info
+
+  egg-info-37:
+    docker:
+      - image: circleci/python:3.7
+    steps:
+      - checkout
+      - run: python setup.py egg_info
+
+  html-docs:
+    docker:
+      - image: continuumio/miniconda3
+    steps:
+
+      - checkout
+      - run: *skip-check
+      - run: *apt-install
+      - run: *docs-install
+      - run: python setup.py build_sphinx -w
+      - store_artifacts:
+          path: build/sphinx/html/index.html
+
+      - run:
+          name: "Built documentation is available at:"
+          command: DOCS_URL="${CIRCLE_BUILD_URL}/artifacts/${CIRCLE_NODE_INDEX}/${CIRCLE_WORKING_DIRECTORY/#\~/$HOME}/build/sphinx/html/index.html"; echo $DOCS_URL
+
+workflows:
+  version: 2
+
+  egg-info:
+    jobs:
+      - egg-info-27
+      - egg-info-35
+      - egg-info-36
+      - egg-info-37
+
+  documentation:
+    jobs:
+      - html-docs
+
+
+notify:
+  webhooks:
+    - url: https://giles.cadair.com/circleci
\ No newline at end of file
diff --git a/.coveralls.yml b/.coveralls.yml
deleted file mode 100644
index da424c2..0000000
--- a/.coveralls.yml
+++ /dev/null
@@ -1 +0,0 @@
-repo_token: niCbipldEa8bIbuYwWyJqo7082UOtku0w
diff --git a/.gitignore b/.gitignore
index 9bd1819..bc15156 100644
--- a/.gitignore
+++ b/.gitignore
@@ -2,6 +2,7 @@
 __pycache__/
 *.py[cod]
 MANIFEST
+docs/manual/.ipynb_checkpoints/*
 
 # Distribution / packaging
 build/
diff --git a/.pep8speaks.yml b/.pep8speaks.yml
index 6b61688..c6c20d2 100644
--- a/.pep8speaks.yml
+++ b/.pep8speaks.yml
@@ -2,8 +2,5 @@ pycodestyle:
   max-line-length: 120 # Default is 79 in PEP8
   exclude:
     - setup.py
-    - ez_setup.py
-    - ah_bootstrap.py
-    - astropy_helpers/
     - docs/conf.py
   descending_issues_order: True
diff --git a/.rtd-environment.yml b/.rtd-environment.yml
index 9979374..6e5cb2e 100644
--- a/.rtd-environment.yml
+++ b/.rtd-environment.yml
@@ -8,3 +8,5 @@ dependencies:
 - invoke
 - python-dateutil
 - sphinx-automodapi
+- nbsphinx
+- ipython
\ No newline at end of file
diff --git a/.travis.yml b/.travis.yml
index 4b8a840..b0e26f3 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -12,26 +12,28 @@ sudo: false
 env:
   matrix:
     - PYTHON_VERSION=2.7 SPHINX_VERSION=1.6
-    - PYTHON_VERSION=2.7
+    - PYTHON_VERSION=2.7 SPHINX_VERSION=1.8
+
     - PYTHON_VERSION=3.5 SPHINX_VERSION=1.6
-    - PYTHON_VERSION=3.5
+    - PYTHON_VERSION=3.5 SPHINX_VERSION=1.8
+
     - PYTHON_VERSION=3.6 SPHINX_VERSION=1.6
-    - PYTHON_VERSION=3.6
-    - PYTHON_VERSION=3.6 SPHINX_VERSION=dev
+    - PYTHON_VERSION=3.6 SPHINX_VERSION=1.8
+
+    - PYTHON_VERSION=3.7 SPHINX_VERSION=1.6
+    - PYTHON_VERSION=3.7 SPHINX_VERSION=1.7
+    - PYTHON_VERSION=3.7 SPHINX_VERSION=1.8
 
   global:
     - LOCALE=default
     - CONDA_CHANNELS="conda-forge"
-    - CONDA_DEPENDENCIES="sphinx werkzeug alabaster invoke graphviz"
+    - CONDA_DEPENDENCIES="sphinx werkzeug alabaster invoke graphviz nbsphinx"
     - PIP_DEPENDENCIES="sphinx-automodapi"
 
 install:
     - git clone git://github.com/astropy/ci-helpers.git
     - source ci-helpers/travis/setup_conda.sh
-    - if [[ $SPHINX_VERSION == dev ]]; then
-        pip install git+https://github.com/sphinx-doc/sphinx.git;
-      fi
     - pip install -e .
 
 script:
-    - make test
+    - make tests
diff --git a/Makefile b/Makefile
index c5efb1c..063b608 100644
--- a/Makefile
+++ b/Makefile
@@ -1,26 +1,28 @@
-.PHONY: demo install rebuild release test docs
+.PHONY: demo rebuild tests
 
 demo:
 	rm -rf demo
 	printf "demo\nABlog\nABlog Team\nhttp://ablog.readthedocs.org" | ablog start
 
-install:
-	pip install -U --no-deps --force-reinstall .
-
-docs:
-	export PYTHONPATH="$(shell pwd)"; echo $$PYTHONPATH; cd docs; ablog build -a -P
-
 rebuild:
 	cd docs; watchmedo shell-command --patterns='*.rst' --command='ablog build' --recursive
 
-release:
-	python setup.py register
-	python setup.py sdist upload
-
 test:
 	cd docs; ablog build -T
+
+test1:
 	cd docs; ablog build -b latex -T -d .doctrees -w _latex
+
+test2:
 	cd docs; ablog build -T -b json
+
+test3:
 	cd docs; ablog build -T -b pickle
+
+test4:
 	mkdir -p test; cd test; printf "\nABlog\nABlog Team\nhttp://ablog.readthedocs.org" | ablog start; ablog build
+
+test5:
 	mkdir -p test; cd test; printf "ablog\nABlog\nABlog Team\nhttp://ablog.readthedocs.org" | ablog start; cd ablog; ablog build
+
+tests: test test1 test2 test3 test4 test5
diff --git a/README.rst b/README.rst
index 1bae24d..14fd142 100644
--- a/README.rst
+++ b/README.rst
@@ -3,7 +3,7 @@ ABlog for Sphinx
 
 .. image:: https://travis-ci.org/sunpy/ablog.svg?branch=master
     :target: https://travis-ci.org/sunpy/ablog
-    
+
 **Please note that is an official continuation of** `Ahmet Bakan's Ablog Sphinx extension <https://github.com/abakan/ablog/>`_.
 
 ABlog is a Sphinx extension that converts any documentation or personal website project into a full-fledged blog with:
@@ -14,6 +14,7 @@ ABlog is a Sphinx extension that converts any documentation or personal website
   * `Disqus integration`_
   * `Font-Awesome integration`_
   * `Easy GitHub Pages deploys`_
+  * `Jupiter Notebook Support for blog posts`_
 
 .. _Atom feeds: http://ablog.readthedocs.org/blog/atom.xml
 .. _Archive pages: http://ablog.readthedocs.org/blog/
@@ -21,6 +22,7 @@ ABlog is a Sphinx extension that converts any documentation or personal website
 .. _Disqus integration: http://ablog.readthedocs.org/manual/ablog-configuration-options/#disqus-integration
 .. _Font-Awesome integration: http://ablog.readthedocs.org/manual/ablog-configuration-options/#fa
 .. _Easy GitHub Pages deploys: http://ablog.readthedocs.org/manual/deploy-to-github-pages/
+.. _Jupiter Notebook Support for blog posts: http://ablog.readthedocs.org/manual/notebook_support/
 
 .. _installation:
 
@@ -31,9 +33,14 @@ You can install ABlog using pip_::
 
     pip install -U ablog
 
+or anaconda_::
+    conda config --add channels conda-forge
+    conda install ablog
+
 This will also install `Sphinx <http://sphinx-doc.org/>`_, Alabaster_, Werkzeug_, and Invoke_ respectively required for building your website, making it look good, generating feeds, and running deploy commands.
 
 .. _pip: https://pip.pypa.io
+.. _anaconda: https://www.anaconda.com/
 .. _Werkzeug: http://werkzeug.pocoo.org/
 .. _Alabaster: https://github.com/bitprophet/alabaster
 .. _Invoke: http://www.pyinvoke.org/
diff --git a/ablog/commands.py b/ablog/commands.py
index ad16b18..ed48e9c 100644
--- a/ablog/commands.py
+++ b/ablog/commands.py
@@ -1,5 +1,6 @@
 from __future__ import absolute_import, division, print_function
 import os
+import io
 import sys
 import glob
 import ablog
@@ -175,11 +176,11 @@ def ablog_build(builder=None, sourcedir=None, website=None, doctrees=None,
     argv.extend([sourcedir, website])
     if SPHINX_LT_17:
         from sphinx import main
-        main(argv)
+        sys.exit(main(argv))
     else:
         from sphinx.cmd.build import main
         # As of Sphinx 1.7, the first argument is now no longer ignored
-        main(argv[1:])
+        sys.exit(main(argv[1:]))
 
 
 @arg('-D', dest='deep', action='store_true', default=False,
@@ -331,7 +332,7 @@ def ablog_post(filename, title=None, **kwargs):
         # read the file, and add post directive
         # and save it
     else:
-        with open(filename, 'w', encoding='utf-8') as out:
+        with io.open(filename, 'w', encoding='utf-8') as out:
             post_text = POST_TEMPLATE % pars
             out.write(post_text)
 
diff --git a/ablog/post.py b/ablog/post.py
index 0b8d01b..fbf9998 100644
--- a/ablog/post.py
+++ b/ablog/post.py
@@ -2,6 +2,7 @@
 """post and postlist directives."""
 
 from __future__ import absolute_import, division, print_function
+import io
 import os
 import sys
 from string import Formatter
@@ -655,7 +656,7 @@ def generate_atom_feeds(app):
         if not os.path.isdir(parent_dir):
             os.makedirs(parent_dir)
 
-        with open(feed_path, 'w', encoding='utf-8') as out:
+        with io.open(feed_path, 'w', encoding='utf-8') as out:
             feed_str = feed.to_string()
             try:
                 out.write(feed_str.encode('utf-8'))
diff --git a/appveyor.yml b/appveyor.yml
index b6e783e..8b13767 100644
--- a/appveyor.yml
+++ b/appveyor.yml
@@ -11,13 +11,14 @@ environment:
       # See: http://stackoverflow.com/a/13751649/163740
       CMD_IN_ENV: "cmd /E:ON /V:ON /C .\\ci-helpers\\appveyor\\windows_sdk.cmd"
       CONDA_CHANNELS: "conda-forge"
-      CONDA_DEPENDENCIES: "sphinx werkzeug alabaster invoke graphviz"
+      CONDA_DEPENDENCIES: "sphinx werkzeug alabaster invoke graphviz nbsphinx"
       PIP_DEPENDENCIES: "sphinx-automodapi"
 
   matrix:
       - PYTHON_VERSION: "2.7"
       - PYTHON_VERSION: "3.5"
       - PYTHON_VERSION: "3.6"
+      - PYTHON_VERSION: "3.7"
 
 matrix:
     fast_finish: true
@@ -25,6 +26,11 @@ matrix:
 platform:
     - x64
 
+before_test:
+    - cinst pandoc
+    - cinst graphviz
+    - set PATH="%PATH%;C:\Program Files (x86)\Pandoc\"
+
 install:
     - "git clone git://github.com/astropy/ci-helpers.git"
     - "powershell ci-helpers/appveyor/install-miniconda.ps1"
@@ -41,12 +47,3 @@ test_script:
     - ablog build -b latex -T -d .doctrees -w _latex
     - ablog build -T -b json
     - ablog build -T -b pickle
-#    - ps: mkdir test
-#    - ps: cd test
-#    - ps: echo "ABlog" ABlog Team" "http://ablog.readthedocs.org" | ablog start
-#    - ablog build
-#    - ps: mkdir -p test
-#    - ps: cd test
-#    - ps: echo "ablog" "ABlog" "ABlog Team" "http://ablog.readthedocs.org" | ablog start
-#    - ps: cd ablog
-#    - ablog build
diff --git a/docs/conf.py b/docs/conf.py
index 4058a9e..b92a7c8 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -19,6 +19,7 @@ extensions = [
     'sphinx.ext.extlinks',
     'sphinx_automodapi.automodapi',
     'alabaster',
+    'nbsphinx',
     'ablog'
 ]
 
@@ -106,6 +107,8 @@ extlinks = {
     'pull': ('https://github.com/sunpy/ablog/pull/%s', 'pull request '),
 }
 
+exclude_patterns = ['docs/manual/.ipynb_checkpoints/*']
+
 rst_epilog = '''
 .. _Sphinx: http://sphinx-doc.org/
 .. _Python: http://python.org
diff --git a/docs/index.rst b/docs/index.rst
index 357e9c9..9313e5b 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -73,6 +73,8 @@ you might find `reStructuredText Primer`_ useful. Once you have
 content (in ``.rst`` files), you can post *any page* using the
 :rst:dir:`post` directive as follows:
 
+.. _reStructuredText Primer: http://sphinx-doc.org/rest.html
+
 .. code-block:: rst
 
   .. post:: Apr 15, 2014
@@ -104,10 +106,6 @@ can find more about configuring and using ABlog:
    :format: {title}
    :sort:
 
-
-.. _reStructuredText Primer: http://sphinx-doc.org/rest.html
-
-
 .. only:: html
 
    .. image:: https://secure.travis-ci.org/sunpy/ablog.png?branch=devel
diff --git a/docs/manual/images/notebook_cells.png b/docs/manual/images/notebook_cells.png
new file mode 100644
index 0000000..1411a86
Binary files /dev/null and b/docs/manual/images/notebook_cells.png differ
diff --git a/docs/manual/notebook_support.ipynb b/docs/manual/notebook_support.ipynb
new file mode 100644
index 0000000..8f1b483
--- /dev/null
+++ b/docs/manual/notebook_support.ipynb
@@ -0,0 +1,81 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Jupyter Notebook Posting"
+   ]
+  },
+  {
+   "cell_type": "raw",
+   "metadata": {
+    "raw_mimetype": "text/restructuredtext"
+   },
+   "source": [
+    ".. post:: 27 Oct 2018\n",
+    "   :author: Nabil\n",
+    "   :tags: posting\n",
+    "   :category: Manual"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "To add support for Notebooks to your Ablog instance, you need to configure your `docs/conf.py` (or whereever your `conf.py` is located.\n",
+    "\n",
+    "You will need to add\n",
+    "\n",
+    "```\n",
+    "    extennsions = [..., 'nbsphinx', ...]\n",
+    "    exclude_patterns = ['docs/manual/.ipynb_checkpoints/*'] (To exclude the notebook autosaves)\n",
+    "```\n",
+    "\n",
+    "You will need to install [nbsphinx](https://nbsphinx.readthedocs.io/) either from `Anaconda` or `pip`. You might need to install [ipython](https://ipython.org/) to make sure the notebook can be run."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Within the notebook you need to make sure the cells are in this order: Titlte cell, post cell. So for this notebook, it looks like this: ![posting](images/notebook_cells.png)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "So the information is similar to how you create a normal RST post."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Another working example is SunPy's website which runs [Ablog](https://sunpy.org/blog.html). The Pull Request that added support can be found [here](https://github.com/sunpy/sunpy.org/pull/131) and how to link them to a [Binder](https://mybinder.org/) instance [here](https://github.com/sunpy/sunpy.org/pull/134)."
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.6"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/docs/release/ablog-v0.9-released.rst b/docs/release/ablog-v0.9-released.rst
index 172a528..e500442 100644
--- a/docs/release/ablog-v0.9-released.rst
+++ b/docs/release/ablog-v0.9-released.rst
@@ -50,3 +50,14 @@ ABlog v0.9.2 released
    :location: World
 
 Fixed Windows String issue
+
+ABlog v0.9.3 released
+=====================
+
+.. post:: October 30, 2018
+   :author: Nabil
+   :category: Release
+   :location: World
+
+Added example on how to use writing blog posts in Jupyter notebooks.
+Several fixes provived by `anzawatta`, sorry I was late to release these!
\ No newline at end of file
diff --git a/setup.py b/setup.py
index 90417f0..db14fb5 100644
--- a/setup.py
+++ b/setup.py
@@ -53,6 +53,7 @@ setup(
     ],
     provides=['ablog'],
     install_requires=['werkzeug', 'sphinx>=1.6', 'alabaster', 'invoke', 'python-dateutil', 'sphinx-automodapi'],
+    extra_requires=['nbsphinx'],
     message_extractors={
         'ablog': [
             ('**.html', 'jinja2', None),