diff --git a/CHANGELOG.md b/CHANGELOG.md
index 9f74e70fb..7fa11198f 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,8 +1,8 @@
 Changelog
 =========
 
-0.4.2 (???)
------------
+0.5 (2014-11-24)
+----------------
 
 Features:
 * All reprounzip plugins can be installed with `pip install reprounzip[all]`
diff --git a/docs/source/conf.py b/docs/source/conf.py
index 5a292ae61..3e0b115ee 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -54,9 +54,9 @@
 # built documents.
 #
 # The short X.Y version.
-version = '0.4.2'
+version = '0.5'
 # The full version, including alpha/beta/rc tags.
-release = '0.4.2'
+release = '0.5'
 
 # The language for content autogenerated by Sphinx. Refer to documentation
 # for a list of supported languages.
diff --git a/reprounzip-docker/setup.py b/reprounzip-docker/setup.py
index 7b2127db8..191d4b072 100644
--- a/reprounzip-docker/setup.py
+++ b/reprounzip-docker/setup.py
@@ -9,7 +9,7 @@
 with open('README.rst') as fp:
     description = fp.read()
 setup(name='reprounzip-docker',
-      version='0.4.2-dev',
+      version='0.5',
       packages=['reprounzip', 'reprounzip.unpackers'],
       entry_points={
           'reprounzip.unpackers': [
diff --git a/reprounzip-vagrant/setup.py b/reprounzip-vagrant/setup.py
index 63bda9050..91f70d88d 100644
--- a/reprounzip-vagrant/setup.py
+++ b/reprounzip-vagrant/setup.py
@@ -9,7 +9,7 @@
 with open('README.rst') as fp:
     description = fp.read()
 setup(name='reprounzip-vagrant',
-      version='0.4.2-dev',
+      version='0.5',
       packages=['reprounzip', 'reprounzip.unpackers',
                 'reprounzip.unpackers.vagrant'],
       entry_points={
diff --git a/reprounzip-vistrails/setup.py b/reprounzip-vistrails/setup.py
index 4a8a40a39..d7d947896 100644
--- a/reprounzip-vistrails/setup.py
+++ b/reprounzip-vistrails/setup.py
@@ -10,12 +10,12 @@
 with open('README.rst') as fp:
     description = fp.read()
 req = [
-    'reprounzip>=0.4.2-dev',
+    'reprounzip>=0.5',
     'rpaths>=0.8']
 if sys.version_info < (2, 7):
     req.append('argparse')
 setup(name='reprounzip-vistrails',
-      version='0.4.2-dev',
+      version='0.5',
       packages=['reprounzip', 'reprounzip.plugins'],
       entry_points={
           'reprounzip.plugins': [
diff --git a/reprounzip/reprounzip/common.py b/reprounzip/reprounzip/common.py
index 7c08e9c0d..74eeea32c 100644
--- a/reprounzip/reprounzip/common.py
+++ b/reprounzip/reprounzip/common.py
@@ -110,8 +110,8 @@ def load_config(filename, canonical, File=File, Package=Package):
     keys_ = set(config)
     if 'version' not in keys_:
         raise InvalidConfig("Missing version")
-    # Accepts versions from 0.2 to 0.4 inclusive
-    elif not LooseVersion('0.2') <= ver < LooseVersion('0.5'):
+    # Accepts versions from 0.2 to 0.5 inclusive
+    elif not LooseVersion('0.2') <= ver < LooseVersion('0.6'):
         raise InvalidConfig("Unknown version")
     elif not keys_.issubset(set(['version', 'runs',
                                  'packages', 'other_files',
diff --git a/reprounzip/reprounzip/main.py b/reprounzip/reprounzip/main.py
index 84ec0bd91..6ef08f2b5 100644
--- a/reprounzip/reprounzip/main.py
+++ b/reprounzip/reprounzip/main.py
@@ -24,7 +24,7 @@
 from reprounzip import signals
 
 
-__version__ = '0.4.2-dev'
+__version__ = '0.5'
 
 
 unpackers = {}
diff --git a/reprounzip/setup.py b/reprounzip/setup.py
index 7f03ef026..54d1efb65 100644
--- a/reprounzip/setup.py
+++ b/reprounzip/setup.py
@@ -15,7 +15,7 @@
 if sys.version_info < (2, 7):
     req.append('argparse')
 setup(name='reprounzip',
-      version='0.4.2-dev',
+      version='0.5',
       packages=['reprounzip', 'reprounzip.unpackers', 'reprounzip.plugins'],
       entry_points={
           'console_scripts': [
@@ -30,7 +30,7 @@
       namespace_packages=['reprounzip', 'reprounzip.unpackers'],
       install_requires=req,
       extras_require={
-          'all': ['reprounzip-vagrant>=0.4', 'reprounzip-docker>=0.4']},
+          'all': ['reprounzip-vagrant>=0.5', 'reprounzip-docker>=0.5']},
       description="Linux tool enabling reproducible experiments (unpacker)",
       author="Remi Rampin, Fernando Chirigati, Dennis Shasha, Juliana Freire",
       author_email='reprozip-users@vgc.poly.edu',
diff --git a/reprozip/reprozip/__init__.py b/reprozip/reprozip/__init__.py
index 9cf30e2c3..904543c3a 100644
--- a/reprozip/reprozip/__init__.py
+++ b/reprozip/reprozip/__init__.py
@@ -2,4 +2,4 @@
 # This file is part of ReproZip which is released under the Revised BSD License
 # See file LICENSE for full license details.
 
-__version__ = '0.4.2-dev'
+__version__ = '0.5'
diff --git a/reprozip/reprozip/common.py b/reprozip/reprozip/common.py
index 7c08e9c0d..74eeea32c 100644
--- a/reprozip/reprozip/common.py
+++ b/reprozip/reprozip/common.py
@@ -110,8 +110,8 @@ def load_config(filename, canonical, File=File, Package=Package):
     keys_ = set(config)
     if 'version' not in keys_:
         raise InvalidConfig("Missing version")
-    # Accepts versions from 0.2 to 0.4 inclusive
-    elif not LooseVersion('0.2') <= ver < LooseVersion('0.5'):
+    # Accepts versions from 0.2 to 0.5 inclusive
+    elif not LooseVersion('0.2') <= ver < LooseVersion('0.6'):
         raise InvalidConfig("Unknown version")
     elif not keys_.issubset(set(['version', 'runs',
                                  'packages', 'other_files',
diff --git a/reprozip/setup.py b/reprozip/setup.py
index 33deaf952..03fc6b0bd 100644
--- a/reprozip/setup.py
+++ b/reprozip/setup.py
@@ -31,7 +31,7 @@
 if sys.version_info < (2, 7):
     req.append('argparse')
 setup(name='reprozip',
-      version='0.4.2-dev',
+      version='0.5',
       ext_modules=[pytracer],
       packages=['reprozip', 'reprozip.tracer'],
       entry_points={'console_scripts': [