diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
new file mode 100644
index 00000000..be4b7722
--- /dev/null
+++ b/.github/workflows/release.yml
@@ -0,0 +1,38 @@
+name: Kazoo Awesome Release
+
+on: [push]
+
+jobs:
+  build-and-release:
+    name: Build and release Kazoo to Pypi
+    runs-on: ubuntu-latest
+    steps:
+    - name: Handle the code
+      uses: actions/checkout@v2
+
+    - name: Set up Python 3.9
+      uses: actions/setup-python@v2
+      with:
+        python-version: 3.9
+
+    - name: Install pypa/build
+      run: >-
+        python -m
+        pip install
+        build
+        --user
+
+    - name: Build a binary wheel and a source tarball
+      run: >-
+        python -m
+        build
+        --sdist
+        --wheel
+        --outdir dist/
+        .
+
+    - name: Publish Kazoo to PyPI
+      if: startsWith(github.ref, 'refs/tags')
+      uses: pypa/gh-action-pypi-publish@master
+      with:
+        password: ${{ secrets.PYPI_API_TOKEN }}
diff --git a/.github/workflows/testing.yml b/.github/workflows/testing.yml
new file mode 100644
index 00000000..d6690fc9
--- /dev/null
+++ b/.github/workflows/testing.yml
@@ -0,0 +1,68 @@
+name: Kazoo Awesome Testing
+
+on: [push]
+
+jobs:
+  test:
+    name: >
+      Test Python ${{ matrix.python-version }},
+      ZK ${{ matrix.zk-version }}
+
+    runs-on: ubuntu-latest
+
+    strategy:
+      matrix:
+        python-version: [3.7, 3.8, 3.9, pypy-3.7]
+        zk-version: [3.4.14, 3.5.8]
+        include:
+          - python-version: 3.7
+            tox-env: py37
+          - python-version: 3.8
+            tox-env: py38
+          - python-version: 3.9
+            tox-env: py39
+          - python-version: pypy-3.7
+            tox-env: pypy3
+    steps:
+      - name: Handle the code
+        uses: actions/checkout@v2
+
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python-version }}
+
+      - name: Handle pip cache
+        uses: actions/cache@v2
+        with:
+          path: ~/.cache/pip
+          key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements*.txt') }}
+          restore-keys: |
+            ${{ runner.os }}-pip-
+
+      - name: Handle ZK installation cache
+        uses: actions/cache@v2
+        with:
+          path: zookeeper
+          key: ${{ runner.os }}-zookeeper
+          restore-keys: |
+            ${{ runner.os }}-zookeeper
+
+      - name: Install required dependencies
+        run: |
+          sudo apt-get -y install libevent-dev krb5-kdc krb5-admin-server libkrb5-dev
+          python -m pip install --upgrade pip
+          pip install tox
+
+      - name: Test with tox
+        run: tox -e ${TOX_VENV}
+        env:
+          TOX_VENV: ${{ format('{0}-{1}', matrix.tox-env, 'gevent-eventlet-sasl,codecov') }}
+          ZOOKEEPER_VERSION: ${{ matrix.zk-version }}
+          # TODO: can be removed once tests for ZK 3.4 are removed
+          ZOOKEEPER_PREFIX: "${{ !contains(matrix.zk-version, '3.4') && 'apache-' || '' }}"
+          ZOOKEEPER_SUFFIX: "${{ !contains(matrix.zk-version, '3.4') && '-bin' || '' }}"
+          ZOOKEEPER_LIB: "${{ !contains(matrix.zk-version, '3.4') && 'lib' || '' }}"
+
+      - name: Publish Codecov report
+        uses: codecov/codecov-action@v2
diff --git a/.travis.yml b/.travis.yml.bak
similarity index 100%
rename from .travis.yml
rename to .travis.yml.bak
diff --git a/Makefile b/Makefile
index b03c20f9..f49c3c93 100644
--- a/Makefile
+++ b/Makefile
@@ -7,11 +7,11 @@ BUILD_DIRS = bin build include lib lib64 man share
 
 PYTHON_EXE = $(shell [ -f $(PYTHON) ] && echo $(PYTHON) || echo python)
 PYPY = $(shell $(PYTHON_EXE) -c "import sys; print(getattr(sys, 'pypy_version_info', False) and 'yes' or 'no')")
-TRAVIS ?= false
-TRAVIS_PYTHON_VERSION ?= $(shell $(PYTHON_EXE) -c "import sys; print('.'.join([str(s) for s in sys.version_info][:2]))")
+CI ?= false
+CI_PYTHON_VERSION ?= $(shell $(PYTHON_EXE) -c "import sys; print('.'.join([str(s) for s in sys.version_info][:2]))")
 
 GREENLET_SUPPORTED = yes
-ifeq ($(findstring 3.,$(TRAVIS_PYTHON_VERSION)), 3.)
+ifeq ($(findstring 3.,$(CI_PYTHON_VERSION)), 3.)
 	GREENLET_SUPPORTED = no
 	VENV_CMD = $(PYTHON_EXE) -m venv .
 else
@@ -33,7 +33,7 @@ ifeq ($(GREENLET_SUPPORTED),yes)
 	$(INSTALL) -U -r requirements_eventlet.txt
 	$(INSTALL) -U -r requirements_gevent.txt
 endif
-ifneq ($(TRAVIS), true)
+ifneq ($(CI), true)
 	$(INSTALL) -U -r requirements_sphinx.txt
 endif
 	$(INSTALL) -U -r requirements.txt
diff --git a/kazoo/tests/test_build.py b/kazoo/tests/test_build.py
index 253027f7..687c1dc2 100644
--- a/kazoo/tests/test_build.py
+++ b/kazoo/tests/test_build.py
@@ -8,8 +8,8 @@
 class TestBuildEnvironment(KazooTestCase):
     def setUp(self):
         KazooTestCase.setUp(self)
-        if not os.environ.get('TRAVIS'):
-            pytest.skip('Only run build config tests on Travis.')
+        if not os.environ.get('CI'):
+            pytest.skip('Only run build config tests on CI.')
 
     def test_zookeeper_version(self):
         server_version = self.client.server_version()
diff --git a/kazoo/tests/test_client.py b/kazoo/tests/test_client.py
index 45ec0092..a0f1abde 100644
--- a/kazoo/tests/test_client.py
+++ b/kazoo/tests/test_client.py
@@ -26,7 +26,7 @@
 )
 from kazoo.protocol.connection import _CONNECTION_DROP
 from kazoo.protocol.states import KeeperState, KazooState
-from kazoo.tests.util import TRAVIS_ZK_VERSION
+from kazoo.tests.util import CI_ZK_VERSION
 
 
 if sys.version_info > (3, ):  # pragma: nocover
@@ -605,8 +605,8 @@ def test_create_acl_duplicate(self):
         client.create("/1", acl=[single_acl, single_acl])
         acls, stat = client.get_acls("/1")
         # ZK >3.4 removes duplicate ACL entries
-        if TRAVIS_ZK_VERSION:
-            version = TRAVIS_ZK_VERSION
+        if CI_ZK_VERSION:
+            version = CI_ZK_VERSION
         else:
             version = client.server_version()
         assert len(acls) == 1 if version > (3, 4) else 2
@@ -718,8 +718,8 @@ def test_create_exists(self):
             client.create(path)
 
     def test_create_stat(self):
-        if TRAVIS_ZK_VERSION:
-            version = TRAVIS_ZK_VERSION
+        if CI_ZK_VERSION:
+            version = CI_ZK_VERSION
         else:
             version = self.client.server_version()
         if not version or version < (3, 5):
@@ -1176,9 +1176,9 @@ class TestClientTransactions(KazooTestCase):
     def setUp(self):
         KazooTestCase.setUp(self)
         skip = False
-        if TRAVIS_ZK_VERSION and TRAVIS_ZK_VERSION < (3, 4):
+        if CI_ZK_VERSION and CI_ZK_VERSION < (3, 4):
             skip = True
-        elif TRAVIS_ZK_VERSION and TRAVIS_ZK_VERSION >= (3, 4):
+        elif CI_ZK_VERSION and CI_ZK_VERSION >= (3, 4):
             skip = False
         else:
             ver = self.client.server_version()
@@ -1378,8 +1378,8 @@ class TestReconfig(KazooTestCase):
     def setUp(self):
         KazooTestCase.setUp(self)
 
-        if TRAVIS_ZK_VERSION:
-            version = TRAVIS_ZK_VERSION
+        if CI_ZK_VERSION:
+            version = CI_ZK_VERSION
         else:
             version = self.client.server_version()
         if not version or version < (3, 5):
diff --git a/kazoo/tests/test_connection.py b/kazoo/tests/test_connection.py
index 411d2d05..d62f7f7b 100644
--- a/kazoo/tests/test_connection.py
+++ b/kazoo/tests/test_connection.py
@@ -19,7 +19,7 @@
 from kazoo.protocol.connection import _CONNECTION_DROP
 from kazoo.testing import KazooTestCase
 from kazoo.tests.util import wait
-from kazoo.tests.util import TRAVIS_ZK_VERSION
+from kazoo.tests.util import CI_ZK_VERSION
 
 
 class Delete(namedtuple('Delete', 'path version')):
@@ -259,9 +259,9 @@ class TestReadOnlyMode(KazooTestCase):
     def setUp(self):
         self.setup_zookeeper(read_only=True)
         skip = False
-        if TRAVIS_ZK_VERSION and TRAVIS_ZK_VERSION < (3, 4):
+        if CI_ZK_VERSION and CI_ZK_VERSION < (3, 4):
             skip = True
-        elif TRAVIS_ZK_VERSION and TRAVIS_ZK_VERSION >= (3, 4):
+        elif CI_ZK_VERSION and CI_ZK_VERSION >= (3, 4):
             skip = False
         else:
             ver = self.client.server_version()
diff --git a/kazoo/tests/test_queue.py b/kazoo/tests/test_queue.py
index 59ece16b..b4b8455f 100644
--- a/kazoo/tests/test_queue.py
+++ b/kazoo/tests/test_queue.py
@@ -3,7 +3,7 @@
 import pytest
 
 from kazoo.testing import KazooTestCase
-from kazoo.tests.util import TRAVIS_ZK_VERSION
+from kazoo.tests.util import CI_ZK_VERSION
 
 
 class KazooQueueTests(KazooTestCase):
@@ -59,9 +59,9 @@ class KazooLockingQueueTests(KazooTestCase):
     def setUp(self):
         KazooTestCase.setUp(self)
         skip = False
-        if TRAVIS_ZK_VERSION and TRAVIS_ZK_VERSION < (3, 4):
+        if CI_ZK_VERSION and CI_ZK_VERSION < (3, 4):
             skip = True
-        elif TRAVIS_ZK_VERSION and TRAVIS_ZK_VERSION >= (3, 4):
+        elif CI_ZK_VERSION and CI_ZK_VERSION >= (3, 4):
             skip = False
         else:
             ver = self.client.server_version()
diff --git a/kazoo/tests/test_sasl.py b/kazoo/tests/test_sasl.py
index efdf965e..2ee71209 100644
--- a/kazoo/tests/test_sasl.py
+++ b/kazoo/tests/test_sasl.py
@@ -9,7 +9,7 @@
     AuthFailedError,
     NoAuthError,
 )
-from kazoo.tests.util import TRAVIS_ZK_VERSION
+from kazoo.tests.util import CI_ZK_VERSION
 
 
 class TestLegacySASLDigestAuthentication(KazooTestHarness):
@@ -22,8 +22,8 @@ def setUp(self):
         os.environ["ZOOKEEPER_JAAS_AUTH"] = "digest"
         self.setup_zookeeper()
 
-        if TRAVIS_ZK_VERSION:
-            version = TRAVIS_ZK_VERSION
+        if CI_ZK_VERSION:
+            version = CI_ZK_VERSION
         else:
             version = self.client.server_version()
         if not version or version < (3, 4):
@@ -71,8 +71,8 @@ def setUp(self):
         os.environ["ZOOKEEPER_JAAS_AUTH"] = "digest"
         self.setup_zookeeper()
 
-        if TRAVIS_ZK_VERSION:
-            version = TRAVIS_ZK_VERSION
+        if CI_ZK_VERSION:
+            version = CI_ZK_VERSION
         else:
             version = self.client.server_version()
         if not version or version < (3, 4):
@@ -136,8 +136,8 @@ def setUp(self):
         os.environ["ZOOKEEPER_JAAS_AUTH"] = "gssapi"
         self.setup_zookeeper()
 
-        if TRAVIS_ZK_VERSION:
-            version = TRAVIS_ZK_VERSION
+        if CI_ZK_VERSION:
+            version = CI_ZK_VERSION
         else:
             version = self.client.server_version()
         if not version or version < (3, 4):
diff --git a/kazoo/tests/util.py b/kazoo/tests/util.py
index ffbc7540..dbe3b48a 100644
--- a/kazoo/tests/util.py
+++ b/kazoo/tests/util.py
@@ -16,13 +16,13 @@
 import os
 import time
 
-TRAVIS = os.environ.get('TRAVIS', False)
-TRAVIS_ZK_VERSION = TRAVIS and os.environ.get('ZOOKEEPER_VERSION', None)
-if TRAVIS_ZK_VERSION:
-    if '-' in TRAVIS_ZK_VERSION:
+CI = os.environ.get('CI', False)
+CI_ZK_VERSION = CI and os.environ.get('ZOOKEEPER_VERSION', None)
+if CI_ZK_VERSION:
+    if '-' in CI_ZK_VERSION:
         # Ignore pre-release markers like -alpha
-        TRAVIS_ZK_VERSION = TRAVIS_ZK_VERSION.split('-')[0]
-    TRAVIS_ZK_VERSION = tuple([int(n) for n in TRAVIS_ZK_VERSION.split('.')])
+        CI_ZK_VERSION = CI_ZK_VERSION.split('-')[0]
+    CI_ZK_VERSION = tuple([int(n) for n in CI_ZK_VERSION.split('.')])
 
 
 class Handler(logging.Handler):
diff --git a/tox.ini b/tox.ini
index 350c206c..44d792fe 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,9 +1,9 @@
 [tox]
-minversion = 3.6
+minversion = 3.7
 skipsdist = True
 envlist =
     pep8,
-    {py27,py34,py35,py36,py37,py38,pypy3}
+    {py37,py38,py39,pypy3}
     {gevent,eventlet,sasl,docs},
     pypy3
 
@@ -13,8 +13,7 @@ install_command = pip install {opts} {packages}
 passenv =
     CI
     TOX_*
-    TRAVIS
-    TRAVIS_*
+    CI_*
     ZOOKEEPER_*
 setenv =
     VIRTUAL_ENV={envdir}