diff --git a/.github/dependabot.yml b/.github/dependabot.yml
new file mode 100644
index 0000000..e6c01e5
--- /dev/null
+++ b/.github/dependabot.yml
@@ -0,0 +1,11 @@
+version: 2
+
+updates:
+  - package-ecosystem: pip
+    directory: "/"
+    schedule:
+      interval: weekly
+  - package-ecosystem: "github-actions"
+    directory: "/"
+    schedule:
+      interval: weekly
diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
new file mode 100644
index 0000000..a890578
--- /dev/null
+++ b/.github/workflows/main.yml
@@ -0,0 +1,40 @@
+name: Test
+
+on:
+  push:
+    branches:
+      - master
+  pull_request:
+    branches:
+      - "*"
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    continue-on-error: true
+    strategy:
+      matrix:
+        python-version: ["3.6", "3.7", "3.8", "3.9", "3.10", "pypy3"]
+
+    steps:
+      - name: Install libgnutls28-dev
+        run: |
+          sudo apt update -q
+          sudo apt install -q -y libgnutls28-dev libcurl4-gnutls-dev
+      
+      - uses: actions/checkout@v1
+
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python-version }}
+
+      - name: Install project dependencies
+        run: |
+          python -m pip install -U pip codecov tox tox-gh-actions
+
+      - name: Run tests with tox
+        run: tox
+
+      - name: Run coverage
+        run: codecov
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index ac04622..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,25 +0,0 @@
-dist: xenial
-language: python
-matrix:
-  include:
-    # Only run lint on a single 3.x
-    - env: TOX_SUFFIX="lint"
-      python: "3.7"
-
-python:
-  - "3.6"
-  - "3.7"
-  - "3.8"
-  - "pypy3"
-
-before_install:
-  - openssl version
-  - sudo apt-get install libgnutls28-dev
-
-install:
-  - pip install tox-travis codecov
-  - if [[ $TOX_SUFFIX != 'lint' ]]; then python setup.py install ; fi
-script:
-  - tox
-after_success:
-  - codecov
diff --git a/docs/installation.rst b/docs/installation.rst
index 113d8e0..f47efc9 100644
--- a/docs/installation.rst
+++ b/docs/installation.rst
@@ -9,7 +9,7 @@ with pip::
 Compatibility
 -------------
 
-VCR.py supports Python 3.5+, and `pypy <http://pypy.org>`__.
+VCR.py supports Python 3.6+, and `pypy <http://pypy.org>`__.
 
 The following HTTP libraries are supported:
 
diff --git a/setup.py b/setup.py
index 9403405..8a031ce 100644
--- a/setup.py
+++ b/setup.py
@@ -59,7 +59,7 @@ setup(
     author_email="me@kevinmccarthy.org",
     url="https://github.com/kevin1024/vcrpy",
     packages=find_packages(exclude=["tests*"]),
-    python_requires=">=3.5",
+    python_requires=">=3.6",
     install_requires=install_requires,
     license="MIT",
     tests_require=["pytest", "mock", "pytest-httpbin"],
@@ -72,6 +72,8 @@ setup(
         "Programming Language :: Python :: 3.6",
         "Programming Language :: Python :: 3.7",
         "Programming Language :: Python :: 3.8",
+        "Programming Language :: Python :: 3.9",
+        "Programming Language :: Python :: 3.10",
         "Programming Language :: Python :: 3 :: Only",
         "Programming Language :: Python :: Implementation :: CPython",
         "Programming Language :: Python :: Implementation :: PyPy",
diff --git a/tests/integration/test_requests.py b/tests/integration/test_requests.py
index 8665bdf..b913f75 100644
--- a/tests/integration/test_requests.py
+++ b/tests/integration/test_requests.py
@@ -1,8 +1,5 @@
-# -*- coding: utf-8 -*-
 """Test requests' interaction with vcr"""
-import platform
 import pytest
-import sys
 import vcr
 from assertions import assert_cassette_empty, assert_is_json
 
@@ -117,10 +114,6 @@ def test_post_chunked_binary(tmpdir, httpbin):
 
 
 @pytest.mark.skipif("sys.version_info >= (3, 6)", strict=True, raises=ConnectionError)
-@pytest.mark.skipif(
-    (3, 5) < sys.version_info < (3, 6) and platform.python_implementation() == "CPython",
-    reason="Fails on CPython 3.5",
-)
 def test_post_chunked_binary_secure(tmpdir, httpbin_secure):
     """Ensure that we can send chunked binary without breaking while trying to concatenate bytes with str."""
     data1 = iter([b"data", b"to", b"send"])
diff --git a/tox.ini b/tox.ini
index 295fe09..a4db6d0 100644
--- a/tox.ini
+++ b/tox.ini
@@ -3,10 +3,20 @@ skip_missing_interpreters=true
 envlist =
   cov-clean,
   lint,
-  {py36,py37,py38}-{requests,httplib2,urllib3,tornado4,boto3,aiohttp,httpx},
+  {py36,py37,py38,py39,py310}-{requests,httplib2,urllib3,tornado4,boto3,aiohttp,httpx},
   {pypy3}-{requests,httplib2,urllib3,tornado4,boto3},
   cov-report
 
+
+[gh-actions]
+python =
+    3.6: py36
+    3.7: py37, lint
+    3.8: py38
+    3.9: py39
+    3.10: py310
+    pypy-3: pypy3
+
 # Coverage environment tasks: cov-clean and cov-report
 # https://pytest-cov.readthedocs.io/en/latest/tox.html
 [testenv:cov-clean]
@@ -32,6 +42,7 @@ commands =
 deps =
   flake8
   black
+basepython = python3.7
 
 [testenv:docs]
 # Running sphinx from inside the "docs" directory
@@ -78,11 +89,11 @@ deps =
     aiohttp: pytest-asyncio
     aiohttp: pytest-aiohttp
     httpx: httpx
-    {py36,py37,py38}-{httpx}: httpx
-    {py36,py37,py38}-{httpx}: pytest-asyncio
+    {py36,py37,py38,py39,py310}-{httpx}: httpx
+    {py36,py37,py38,py39,py310}-{httpx}: pytest-asyncio
 depends =
-  lint,{py36,py37,py38,pypy3}-{requests,httplib2,urllib3,tornado4,boto3},{py36,py37,py38}-{aiohttp},{py36,py37,py38}-{httpx}: cov-clean
-  cov-report: lint,{py36,py37,py38,pypy3}-{requests,httplib2,urllib3,tornado4,boto3},{py36,py37,py38}-{aiohttp}
+  lint,{py36,py37,py38,py39,py310,pypy3}-{requests,httplib2,urllib3,tornado4,boto3},{py36,py37,py38,py39,py310}-{aiohttp},{py36,py37,py38,py39,py310}-{httpx}: cov-clean
+  cov-report: lint,{py36,py37,py38,py39,py310,pypy3}-{requests,httplib2,urllib3,tornado4,boto3},{py36,py37,py38,py39,py310}-{aiohttp}
 passenv =
     AWS_ACCESS_KEY_ID
     AWS_DEFAULT_REGION