diff --git a/.tito/packages/.readme b/.tito/packages/.readme
deleted file mode 100644
index b9411e2d..00000000
--- a/.tito/packages/.readme
+++ /dev/null
@@ -1,3 +0,0 @@
-the .tito/packages directory contains metadata files
-named after their packages. Each file has the latest tagged
-version and the project's relative directory.
diff --git a/.tito/packages/conu b/.tito/packages/conu
deleted file mode 100644
index 99d19105..00000000
--- a/.tito/packages/conu
+++ /dev/null
@@ -1 +0,0 @@
-0.2.0-1 ./
diff --git a/.tito/tito.props b/.tito/tito.props
deleted file mode 100644
index dde14b88..00000000
--- a/.tito/tito.props
+++ /dev/null
@@ -1,6 +0,0 @@
-[buildconfig]
-builder = tito.builder.Builder
-tagger = tito.tagger.VersionTagger
-changelog_do_not_remove_cherrypick = 0
-changelog_format = %s (%ae)
-tag_format = {version}
diff --git a/CHANGELOG.md b/CHANGELOG.md
index d7af3801..8270ce60 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,4 +1,4 @@
-# 0.3.0
+# 0.3.1
 
 ## New Features
 
@@ -14,6 +14,7 @@
 * There is a new method to check GPG signatures of RPMs in images.
 * Documentation is updated, there is also asciinema demo in README.md.
 
+
 # 0.2.0
 
 Please note, that our API is still not marked stable yet.
diff --git a/Makefile b/Makefile
index b2bfee43..a9a4c698 100644
--- a/Makefile
+++ b/Makefile
@@ -3,7 +3,7 @@
 CONU_REPOSITORY := docker.io/modularitycontainers/conu
 TEST_IMAGE_NAME := conu-tests
 DOC_EXAMPLE_PATH := "docs/source/examples"
-VERSION := 0.3.0
+VERSION := 0.3.1
 
 install-dependencies:
 	./requirements.sh
@@ -72,11 +72,6 @@ install-conu-in-centos-container: rpm-in-mock-el7
 		yum install -y /conu/python2-conu-*.el7.centos.noarch.rpm && \
 		python2 -c 'import conu; print conu.version'"
 
-release:
-	@echo 'Make sure that conu/version.py is correct'
-	tito tag --use-version=$(VERSION)
-	@echo 'Proceed to https://copr.fedorainfracloud.org/coprs/ttomecek/conu/add_build/'
-
 encrypt-password-in-travis-yml:
 	docker run -ti --rm -v $(CURDIR):/src -w /src docker.io/tianon/travis-cli travis encrypt --add deploy.password -r fedora-modularity/conu $(THE_PASSWORD)
 
diff --git a/conu.spec b/conu.spec
index 7be56fd7..f22bbee0 100644
--- a/conu.spec
+++ b/conu.spec
@@ -7,8 +7,8 @@
 %endif
 
 Name:           %{pypi_name}
-Version:        0.3.0
-Release:        2%{?dist}
+Version:        0.3.1
+Release:        1%{?dist}
 Summary:        library which makes it easy to write tests for your containers
 
 License:        GPLv3+
@@ -180,6 +180,9 @@ rm -rf html/.{doctrees,buildinfo}
 %license LICENSE
 
 %changelog
+* Wed May 02 2018 Tomas Tomecek <ttomecek@redhat.com> - 0.3.1-1
+- 0.3.1 release
+
 * Wed May 02 2018 Dominika Hodovska <dhodovsk@redhat.com> 0.3.0-1
 - 0.3.0 release
 
diff --git a/conu/version.py b/conu/version.py
index 2b1b1ca6..3eef9c12 100644
--- a/conu/version.py
+++ b/conu/version.py
@@ -14,4 +14,4 @@
 # along with this program.  If not, see <http://www.gnu.org/licenses/>.
 #
 # https://www.python.org/dev/peps/pep-0440/
-__version__ = "0.3.0"
+__version__ = "0.3.1"