diff --git a/.ci/check_man.sh b/.ci/check_man.sh
index 35364977c5..a411e7779a 100755
--- a/.ci/check_man.sh
+++ b/.ci/check_man.sh
@@ -4,7 +4,6 @@ set -e
 
 if [ $CIRCLECI ]; then
   sudo apt install man
-  export MANPATH=$MANPATH:~/.local/man
 elif [ $TRAVIS ]; then
   export MANPATH=$MANPATH:$VIRTUAL_ENV/man
 fi
diff --git a/.circleci/config.yml b/.circleci/config.yml
index 173d4ccee7..e30b25ff6a 100644
--- a/.circleci/config.yml
+++ b/.circleci/config.yml
@@ -47,7 +47,8 @@ jobs:
           when: always
           command: |
             [ -s "$NVM_DIR/nvm.sh" ] && \. "$NVM_DIR/nvm.sh"
-            pip install --user .
+            python setup.py bdist_wheel
+            sudo pip install ./dist/coala-*.whl
             pip install --user coala-bears[alldeps] --pre -U
             pip install --user "packaging~=16.8"
             ./coala --non-interactive