diff --git a/.travis.yml b/.travis.yml
index bc6765c..4f3838d 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -1,5 +1,10 @@
 language: python
-python: 3.5
+python:
+  - '2.7'
+  - '3.5'
+  - '3.6'
+  - '3.7'
+  - '3.8'
 services: docker
 sudo: required
 cache:
@@ -8,17 +13,14 @@ cache:
       - $HOME/.cache/pip
       - $HOME/docker
 env:
-  - TOX_ENV=py35 PYENV=cp35
-    DOCKER_IMAGE=quay.io/pypa/manylinux1_x86_64
-  - TOX_ENV=py27 PYENV=cp27
-    DOCKER_IMAGE=quay.io/pypa/manylinux1_x86_64
+  - PLAT=manylinux2010_x86_64
 install:
   - if [[ -d $HOME/docker ]]; then ls $HOME/docker/*.tar.gz | xargs -I {file} sh -c "zcat {file} | docker load"; fi
-  - docker pull $DOCKER_IMAGE
+  - docker pull quay.io/pypa/$PLAT
   - pip install -U pip setuptools
   - pip install Cython tox
 script:
-  - tox -e $TOX_ENV && mkdir dist && docker run --rm -v `pwd`:/io $DOCKER_IMAGE /io/.travis/build-wheels.sh greenify $PYENV
+  - tox -e py${TRAVIS_PYTHON_VERSION/./} && mkdir dist && docker run --rm -e PLAT=$PLAT -v `pwd`:/io quay.io/pypa/$PLAT /io/.travis/build-wheels.sh greenify cp${TRAVIS_PYTHON_VERSION/./}
 before_cache:
   - mkdir -p $HOME/docker  && docker images -a --filter='dangling=false' --format '{{.Repository}}:{{.Tag}} {{.ID}}' | xargs -n 2 -t sh -c 'test -e $HOME/docker/$1.tar.gz || docker save $0 | gzip -2 > $HOME/docker/$1.tar.gz'
 deploy:
diff --git a/.travis/build-wheels.sh b/.travis/build-wheels.sh
index 58336f8..5c56f8f 100755
--- a/.travis/build-wheels.sh
+++ b/.travis/build-wheels.sh
@@ -14,5 +14,5 @@ done
 
 # Bundle external shared libraries into the wheels
 for whl in wheelhouse/${PACKAGE}*.whl; do
-    auditwheel repair $whl -w /io/dist/
+    auditwheel repair $whl --plat $PLAT -w /io/dist/
 done