diff --git a/.travis.yml b/.travis.yml
index df8e4800..958ac878 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -2,88 +2,22 @@ sudo: false
 language: python
 matrix:
   include:
-    # Hypothesis no longer supports Python 2 and
-    # there is a bug that appears with our slow tests
-    # only on Python 2.
-    # Until we also drop Python 2 support,
-    # the workaround is just that we don't run the slow tests
-    # on Python 2.
     # CPython 2.7
-    - python: 2.7
-      env: TOXENV=py27-travis-local-fast
     - python: 2.7
       env: TOXENV=py27-travis-integ-slow
     # CPython 3.5
-    - python: 3.5
-      env: TOXENV=py35-travis-local-slow
     - python: 3.5
       env: TOXENV=py35-travis-integ-slow
-    - python: 3.5
-      env: TOXENV=py35-travis-isolation
     # CPython 3.6
-    - python: 3.6
-      env: TOXENV=py36-travis-local-slow
     - python: 3.6
       env: TOXENV=py36-travis-integ-slow
-    - python: 3.6
-      env: TOXENV=py36-travis-isolation
     # CPython 3.7
     # xenial + sudo are currently needed to get 3.7
     # https://github.com/travis-ci/travis-ci/issues/9815
-    - python: 3.7
-      env: TOXENV=py37-travis-local-slow
-      dist: xenial
-      sudo: true
     - python: 3.7
       env: TOXENV=py37-travis-integ-slow
       dist: xenial
       sudo: true
-    - python: 3.7
-      env: TOXENV=py37-travis-isolation
-      dist: xenial
-      sudo: true
-    # Upstream tests
-    - python: 2.7
-      env: TOXENV=test-upstream-requirements-py27
-    # xenial + sudo are currently needed to get 3.7
-    # https://github.com/travis-ci/travis-ci/issues/9815
-    - python: 3.7
-      env: TOXENV=test-upstream-requirements-py37
-      dist: xenial
-      sudo: true
-    # MyPy
-    # Disabled pending completion of integration
-    # https://github.com/aws/aws-dynamodb-encryption-python/issues/66
-#    - python: 3.6
-#      env: TOXENV=mypy-py2
-#    - python: 3.6
-#      env: TOXENV=mypy-py3
-    # Security
-    - python: 3.6
-      env: TOXENV=bandit
-    # Linting
-    - python: 3.6
-      env: TOXENV=doc8
-    - python: 3.6
-      env: TOXENV=readme
-    - python: 3.6
-      env: TOXENV=docs
-    # Disabled pending completion of cleanup
-    # https://github.com/aws/aws-dynamodb-encryption-python/issues/67
-#    - python: 3.6
-#      env: TOXENV=flake8
-#    - python: 3.6
-#      env: TOXENV=pylint
-#    - python: 3.6
-#      env: TOXENV=flake8-tests
-#    - python: 3.6
-#      env: TOXENV=pylint-tests
-    - python: 3.7
-      dist: xenial
-      env: TOXENV=flake8-examples
-    - python: 3.7
-      dist: xenial
-      env: TOXENV=pylint-examples
 install:
     # Clean up because Travis doesn't
     # https://github.com/travis-ci/travis-ci/issues/7940
diff --git a/README.rst b/README.rst
index fc71a793..a01cc377 100644
--- a/README.rst
+++ b/README.rst
@@ -19,10 +19,15 @@ Amazon DynamoDB Encryption Client for Python
    :alt: Documentation Status
 
 .. image:: https://travis-ci.org/aws/aws-dynamodb-encryption-python.svg?branch=master
-   :target: https://travis-ci.org/aws/aws-dynamodb-encryption-python
+   :target: https://travis-ci.org/aws/aws-dynamodb-encryption-python.svg?branch=master
 
-.. image:: https://ci.appveyor.com/api/projects/status/6mh2v0nusujldu72/branch/master?svg=true
-   :target: https://ci.appveyor.com/project/mattsb42-aws/aws-dynamodb-encryption-python-v5ycc
+.. image:: https://github.com/aws/aws-dynamodb-encryption-python/workflows/tests/badge.svg
+   :target: https://github.com/aws/aws-dynamodb-encryption-python/actions?query=workflow%3Atests
+   :alt: tests
+
+.. image:: https://github.com/aws/aws-dynamodb-encryption-python/workflows/static%20analysis/badge.svg
+   :target: https://github.com/aws/aws-dynamodb-encryption-python/actions?query=workflow%3A%22static+analysis%22
+   :alt: static analysis
 
 The `Amazon DynamoDB Encryption Client for Python`_ provides client-side encryption of `Amazon
 DynamoDB`_ items to help you to protect your table data before you send it to DynamoDB. It
diff --git a/appveyor.yml b/appveyor.yml
deleted file mode 100644
index dd98dfb0..00000000
--- a/appveyor.yml
+++ /dev/null
@@ -1,61 +0,0 @@
-# https://packaging.python.org/guides/supporting-windows-using-appveyor/
-
-environment:
-
-  matrix:
-    # The only test we perform on Windows are our actual code tests. All linting, static
-    # analysis, etc are only run on Linux (via Travis CI).
-
-    # Python 2.7
-    - PYTHON: "C:\\Python27"
-      TOXENV: "py27-local-slow"
-    - PYTHON: "C:\\Python27"
-      TOXENV: "py27-integ-slow"
-    - PYTHON: "C:\\Python27-x64"
-      TOXENV: "py27-local-slow"
-    - PYTHON: "C:\\Python27-x64"
-      TOXENV: "py27-integ-slow"
-
-    # Python 3.4
-    - PYTHON: "C:\\Python34"
-      TOXENV: "py34-local-slow"
-    - PYTHON: "C:\\Python34"
-      TOXENV: "py34-integ-slow"
-    - PYTHON: "C:\\Python34-x64"
-      DISTUTILS_USE_SDK: "1"
-      TOXENV: "py34-local-slow"
-    - PYTHON: "C:\\Python34-x64"
-      DISTUTILS_USE_SDK: "1"
-      TOXENV: "py34-integ-slow"
-
-    # Python 3.5
-    - PYTHON: "C:\\Python35"
-      TOXENV: "py35-local-slow"
-    - PYTHON: "C:\\Python35"
-      TOXENV: "py35-integ-slow"
-    - PYTHON: "C:\\Python35-x64"
-      TOXENV: "py35-local-slow"
-    - PYTHON: "C:\\Python35-x64"
-      TOXENV: "py35-integ-slow"
-
-    # Python 3.6
-    - PYTHON: "C:\\Python36"
-      TOXENV: "py36-local-slow"
-    - PYTHON: "C:\\Python36"
-      TOXENV: "py36-integ-slow"
-    - PYTHON: "C:\\Python36-x64"
-      TOXENV: "py36-local-slow"
-    - PYTHON: "C:\\Python36-x64"
-      TOXENV: "py36-integ-slow"
-
-install:
-  # Prepend newly installed Python to the PATH of this build
-  - "SET PATH=%PYTHON%;%PYTHON%\\Scripts;%PATH%"
-  # Check the Python version to verify the correct version was installed
-  - "python --version"
-  - "python -m pip install --upgrade setuptools wheel tox"
-
-build: off
-
-test_script:
-  - "tox -- -vv"