diff --git a/docs/Makefile b/docs/Makefile
new file mode 100644
index 000000000..4d0989cb4
--- /dev/null
+++ b/docs/Makefile
@@ -0,0 +1,20 @@
+# Minimal makefile for Sphinx documentation
+#
+
+# You can set these variables from the command line.
+SPHINXOPTS    =
+SPHINXBUILD   = sphinx-build
+SPHINXPROJ    = ceph-ansible
+SOURCEDIR     = source
+BUILDDIR      = build
+
+# Put it first so that "make" without argument is like "make help".
+help:
+	@$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
+
+.PHONY: help Makefile
+
+# Catch-all target: route all unknown targets to Sphinx using the new
+# "make mode" option.  $(O) is meant as a shortcut for $(SPHINXOPTS).
+%: Makefile
+	@$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
\ No newline at end of file
diff --git a/docs/source/conf.py b/docs/source/conf.py
new file mode 100644
index 000000000..5615f851f
--- /dev/null
+++ b/docs/source/conf.py
@@ -0,0 +1,156 @@
+# -*- coding: utf-8 -*-
+#
+# ceph-ansible documentation build configuration file, created by
+# sphinx-quickstart on Wed Apr  5 11:55:38 2017.
+#
+# This file is execfile()d with the current directory set to its
+# containing dir.
+#
+# Note that not all possible configuration values are present in this
+# autogenerated file.
+#
+# All configuration values have a default; values that are commented out
+# serve to show the default.
+
+# If extensions (or modules to document with autodoc) are in another directory,
+# add these directories to sys.path here. If the directory is relative to the
+# documentation root, use os.path.abspath to make it absolute, like shown here.
+#
+# import os
+# import sys
+# sys.path.insert(0, os.path.abspath('.'))
+
+
+# -- General configuration ------------------------------------------------
+
+# If your documentation needs a minimal Sphinx version, state it here.
+#
+# needs_sphinx = '1.0'
+
+# Add any Sphinx extension module names here, as strings. They can be
+# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
+# ones.
+extensions = []
+
+# Add any paths that contain templates here, relative to this directory.
+templates_path = ['_templates']
+
+# The suffix(es) of source filenames.
+# You can specify multiple suffix as a list of string:
+#
+# source_suffix = ['.rst', '.md']
+source_suffix = '.rst'
+
+# The master toctree document.
+master_doc = 'index'
+
+# General information about the project.
+project = u'ceph-ansible'
+copyright = u'2017, Ceph team and individual contributors'
+author = u'Ceph team and individual contributors'
+
+# The version info for the project you're documenting, acts as replacement for
+# |version| and |release|, also used in various other places throughout the
+# built documents.
+#
+# The short X.Y version.
+version = u'2.2.0'
+# The full version, including alpha/beta/rc tags.
+release = u'2.2.0'
+
+# The language for content autogenerated by Sphinx. Refer to documentation
+# for a list of supported languages.
+#
+# This is also used if you do content translation via gettext catalogs.
+# Usually you set "language" from the command line for these cases.
+language = None
+
+# List of patterns, relative to source directory, that match files and
+# directories to ignore when looking for source files.
+# This patterns also effect to html_static_path and html_extra_path
+exclude_patterns = []
+
+# The name of the Pygments (syntax highlighting) style to use.
+pygments_style = 'sphinx'
+
+# If true, `todo` and `todoList` produce output, else they produce nothing.
+todo_include_todos = False
+
+
+# -- Options for HTML output ----------------------------------------------
+
+# The theme to use for HTML and HTML Help pages.  See the documentation for
+# a list of builtin themes.
+#
+html_theme = 'alabaster'
+
+# Theme options are theme-specific and customize the look and feel of a theme
+# further.  For a list of options available for each theme, see the
+# documentation.
+#
+# html_theme_options = {}
+
+# Add any paths that contain custom static files (such as style sheets) here,
+# relative to this directory. They are copied after the builtin static files,
+# so a file named "default.css" will overwrite the builtin "default.css".
+html_static_path = ['_static']
+
+
+# -- Options for HTMLHelp output ------------------------------------------
+
+# Output file base name for HTML help builder.
+htmlhelp_basename = 'ceph-ansibledoc'
+
+
+# -- Options for LaTeX output ---------------------------------------------
+
+latex_elements = {
+    # The paper size ('letterpaper' or 'a4paper').
+    #
+    # 'papersize': 'letterpaper',
+
+    # The font size ('10pt', '11pt' or '12pt').
+    #
+    # 'pointsize': '10pt',
+
+    # Additional stuff for the LaTeX preamble.
+    #
+    # 'preamble': '',
+
+    # Latex figure (float) alignment
+    #
+    # 'figure_align': 'htbp',
+}
+
+# Grouping the document tree into LaTeX files. List of tuples
+# (source start file, target name, title,
+#  author, documentclass [howto, manual, or own class]).
+latex_documents = [
+    (master_doc, 'ceph-ansible.tex', u'ceph-ansible Documentation',
+     u'Ceph team and individual contributors', 'manual'),
+]
+
+
+# -- Options for manual page output ---------------------------------------
+
+# One entry per manual page. List of tuples
+# (source start file, name, description, authors, manual section).
+man_pages = [
+    (master_doc, 'ceph-ansible', u'ceph-ansible Documentation',
+     [author], 1)
+]
+
+
+# -- Options for Texinfo output -------------------------------------------
+
+# Grouping the document tree into Texinfo files. List of tuples
+# (source start file, target name, title, author,
+#  dir menu entry, description, category)
+texinfo_documents = [
+    (master_doc, 'ceph-ansible', u'ceph-ansible Documentation',
+     author, 'ceph-ansible', 'One line description of project.',
+     'Miscellaneous'),
+]
+
+
+
diff --git a/docs/source/index.rst b/docs/source/index.rst
new file mode 100644
index 000000000..ba309a017
--- /dev/null
+++ b/docs/source/index.rst
@@ -0,0 +1,31 @@
+.. ceph-ansible documentation master file, created by
+   sphinx-quickstart on Wed Apr  5 11:55:38 2017.
+   You can adapt this file completely to your liking, but it should at least
+   contain the root `toctree` directive.
+
+ceph-ansible
+============
+Ansible playbooks for Ceph, the distributed filesystem.
+
+
+Testing
+=======
+
+* :doc:`Testing with ceph-ansible <testing/index>`
+* :doc:`Glossary <testing/contents>`
+
+
+OSDs
+====
+
+MONs
+====
+
+RGW
+===
+
+Configuration
+=============
+
+Docker
+======
diff --git a/docs/source/testing.rst b/docs/source/testing.rst
new file mode 100644
index 000000000..93ddfc3ae
--- /dev/null
+++ b/docs/source/testing.rst
@@ -0,0 +1,33 @@
+
+.. _testing:
+
+Testing
+=======
+ceph-ansible has the ability to test different scenarios (collocated journals
+or dmcrypt OSDs for example) in an isolated, repeatable, and easy way.
+
+These tests can run locally with VirtualBox or via libvirt if available, which
+removes the need to solely rely on a CI system like Jenkins to verify
+a behavior.
+
+* **Getting started:**
+  :doc:`Running a Test Scenario <running>` |
+  :ref:`dependencies`
+
+* **Configuration and structure:**
+  :ref:`layout` |
+  :ref:`test_files` |
+  :ref:`scenario_files` |
+  :ref:`scenario_wiring`
+
+* **Adding or modifying tests:**
+  :ref:`test_conventions` |
+  :ref:`testinfra` |
+
+* **Adding or modifying a scenario:**
+  :ref:`scenario_conventions` |
+  :ref:`scenario_environment_configuration` |
+  :ref:`scneario_ansible_configuration` |
+
+* **Custom/development repositories and packages:**
+  :ref:`tox_environment_variables` |