diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 0000000..1c74200
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,57 @@
+name: CI
+
+on:
+  push:
+    branches: [ master ]
+  pull_request:
+    branches: [ master ]
+
+  workflow_dispatch:
+
+jobs:
+  lint:
+    name: "Lint & Packaging"
+    runs-on: ubuntu-latest
+
+    steps:
+      - uses: actions/checkout@v2
+
+      - uses: "actions/setup-python@v2"
+        with:
+          python-version: "3.6"
+
+      - name: "Install dependencies"
+        run: |
+          set -xe
+          python -VV
+          python -m site
+          python -m pip install --upgrade pip setuptools wheel
+          python -m pip install --upgrade tox
+      - name: "Run tox lint targets for ${{ matrix.python-version }}"
+        run: "python -m tox -e check_isort,pep8,packaging"
+
+  tests:
+    needs: lint
+    name: "Python ${{ matrix.python-version }}"
+    runs-on: ubuntu-latest
+
+    strategy:
+      matrix:
+        python-version: ["3.6", "3.7", "3.8", "3.9"]
+
+    steps:
+      - uses: actions/checkout@v2
+
+      - uses: "actions/setup-python@v2"
+        with:
+          python-version: "${{ matrix.python-version }}"
+
+      - name: "Install dependencies"
+        run: |
+          set -xe
+          python -VV
+          python -m site
+          python -m pip install --upgrade pip setuptools wheel
+          python -m pip install --upgrade tox
+      - name: "Run tox targets for ${{ matrix.python-version }}"
+        run: "python -m tox -e py"
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 5a13017..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,35 +0,0 @@
-sudo: false
-language: python
-
-# tell travis to cache ~/.cache/pip
-cache: pip
-
-matrix:
-  fast_finish: true
-  include:
-  - python: 3.6
-    env: TOX_ENV=pep8
-
-  - python: 3.6
-    env: TOX_ENV=packaging
-
-  - python: 3.5
-    env: TOX_ENV=py35
-
-  - python: 3.6
-    env: TOX_ENV=py36
-
-  - python: 3.7
-    language: python
-    sudo: required
-    dist: xenial
-    env: TOX_ENV=py37
-
-  - python: 3.6
-    env: TOX_ENV=check_isort
-
-install:
-  - pip install tox
-
-script:
-  - tox -e $TOX_ENV
diff --git a/tox.ini b/tox.ini
index ad5cc67..2734b0f 100644
--- a/tox.ini
+++ b/tox.ini
@@ -19,12 +19,8 @@ passenv = *
 
 commands =
     /usr/bin/find "{toxinidir}" -name '*.pyc' -delete
-    coverage run {env:COVERAGE_OPTS:} --include=s3_storage_provider.py \
-        "{envbindir}/trial" {env:TRIAL_FLAGS:} {posargs:test_s3} {env:TOXSUFFIX:}
-    {env:DUMP_COVERAGE_COMMAND:coverage report -m}
-
-[testenv:py27]
-usedevelop=true
+    coverage run --include=s3_storage_provider.py -m twisted.trial test_s3
+    coverage report -m
 
 [testenv:py35]
 usedevelop=true
@@ -35,6 +31,12 @@ usedevelop=true
 [testenv:py37]
 usedevelop=true
 
+[testenv:py38]
+usedevelop=true
+
+[testenv:py39]
+usedevelop=true
+
 [testenv:packaging]
 deps =
     check-manifest
@@ -50,7 +52,7 @@ deps =
     black==19.10b0
 commands =
     python -m black --check --diff .
-    /bin/sh -c "flake8 s3_storage_provider.py setup.py {env:PEP8SUFFIX:}"
+    /bin/sh -c "flake8 s3_storage_provider.py setup.py"
 
 [testenv:check_isort]
 skip_install = True