diff --git a/docs/source/conf.py b/docs/source/conf.py
index 3e91577b..719c8007 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -25,7 +25,7 @@
 
 # Add any Sphinx extension module names here, as strings. They can be extensions
 # coming with Sphinx (named 'sphinx.ext.*') or your custom ones.
-extensions = ['sphinx.ext.autodoc', 'sphinx.ext.doctest']
+extensions = ['sphinx.ext.autodoc', 'sphinx.ext.doctest', 'sphinx.ext.extlinks']
 
 # Add any paths that contain templates here, relative to this directory.
 templates_path = ['_templates']
@@ -283,3 +283,5 @@
 
 # Allow duplicate toc entries.
 #epub_tocdup = True
+
+extlinks = dict(issue=('https://github.com/ContinuumIO/odo/issues/%s', '#'))
diff --git a/docs/source/index.rst b/docs/source/index.rst
index fe9ce952..a9d9fafc 100644
--- a/docs/source/index.rst
+++ b/docs/source/index.rst
@@ -50,6 +50,7 @@ General
    drop
    perf
    add-new-backend
+   releases
 
 
 Formats
diff --git a/docs/source/releases.rst b/docs/source/releases.rst
new file mode 100644
index 00000000..445d844d
--- /dev/null
+++ b/docs/source/releases.rst
@@ -0,0 +1,6 @@
+=============
+Release Notes
+=============
+
+
+.. include:: whatsnew/0.3.3.txt
diff --git a/docs/source/whatsnew/0.3.3.txt b/docs/source/whatsnew/0.3.3.txt
new file mode 100644
index 00000000..4c1da558
--- /dev/null
+++ b/docs/source/whatsnew/0.3.3.txt
@@ -0,0 +1,32 @@
+Release 0.3.3
+-------------
+
+:Release: 0.3.3
+:Date: July 7th, 2015
+
+New Backends
+------------
+
+None
+
+Improved Backends
+-----------------
+
+* Implement SQL databases to CSV conversion using native the database dump (:issue:`174`, :issue:`189`, :issue:`191`, :issue:`199`).
+* Improve CSV header existence inference (:issue:`192`).
+* Non-standard schemas can be passed into :func:`~odo.resource.resource` with the ``schema`` argument (:issue:`223`).
+
+API Changes
+-----------
+
+* ``unicode`` strings can be passed in as URIs to :func:`~odo.resource.resource` (:issue:`212`).
+
+Bug Fixes
+---------
+
+* Fixed writing compressed CSVs in Python 3 and Windows (:issue:`188`, :issue:`190`).
+* Dask API changes (:issue:`226`).
+* Fix some tests that would fail on binstar because they weren't properly skipped (:issue:`216`).
+* PyTables API compatibility when given a integer valued float (:issue:`236`).
+* Default to ``None`` when plucking and a key isn't found (:issue:`228`).
+* Fix gzip dispatching on JSON discovery (:issue:`243`).