diff --git a/ognibuild/__init__.py b/ognibuild/__init__.py
index da6dea3..ab42dbb 100644
--- a/ognibuild/__init__.py
+++ b/ognibuild/__init__.py
@@ -20,6 +20,9 @@ import os
 import stat
 
 
+__version__ = (0, 0, 3)
+
+
 USER_AGENT = "Ognibuild"
 
 
diff --git a/releaser.conf b/releaser.conf
index deea576..c4c19a4 100644
--- a/releaser.conf
+++ b/releaser.conf
@@ -7,3 +7,8 @@ update_version {
   match: "^      version=\"(.*)\",$"
   new_line: "      version=\"$VERSION\","
 }
+update_version {
+  path: "ognibuild/__init__.py"
+  match: "^__version__ = \\((.*)\\)$"
+  new_line: "__version__ = $TUPLED_VERSION"
+}
diff --git a/setup.py b/setup.py
index d011923..d3676b2 100755
--- a/setup.py
+++ b/setup.py
@@ -6,7 +6,7 @@ from setuptools import setup
 
 setup(name="ognibuild",
       description="Detect and run any build system",
-      version="0.0.1",
+      version="0.0.3",
       maintainer="Jelmer Vernooij",
       maintainer_email="jelmer@jelmer.uk",
       license="GNU GPLv2 or later",