diff --git a/.github/workflows/mypy.yaml b/.github/workflows/mypy.yaml
index a4fb306..aeafd52 100644
--- a/.github/workflows/mypy.yaml
+++ b/.github/workflows/mypy.yaml
@@ -7,6 +7,16 @@ jobs:
     steps:
     - name: Checkout Code
       uses: actions/checkout@v2
+    - name: Setup Cache
+      uses: actions/cache@v2
+      env:
+        cache-name: cache-pipmypy
+      with:
+        path: ~/.cache/pip
+        key: ${{ runner.os }}-${{ env.cache-name }}-${{ hashFiles('setup.py') }}
+        restore-keys: |
+          ${{ runner.os }}-${{ env.cache-name }}-
+          ${{ runner.os }}-cache-pip-
     - name: Install deps
       run: pip3 install -U tornado pytest pytest-asyncio pytest-httpbin flaky structlog toml aiohttp httpx mypy
     - name: Run mypy
diff --git a/.github/workflows/tests.yaml b/.github/workflows/tests.yaml
new file mode 100644
index 0000000..5e2610d
--- /dev/null
+++ b/.github/workflows/tests.yaml
@@ -0,0 +1,47 @@
+name: run tests
+on: [push, pull_request]
+jobs:
+  tests:
+    runs-on: ubuntu-latest
+    continue-on-error: ${{ contains(matrix.python-version, 'pypy') }}
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version:
+        - "3.7"
+        - "3.8"
+        - "3.9"
+        - pypy-3.7
+        deps:
+        - tornado pycurl
+        - aiohttp
+        - tornado
+        - httpx[http2]>=0.14.0
+    steps:
+    - name: Checkout code
+      uses: actions/checkout@v2
+    - name: Setup Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v2
+      with:
+        python-version: ${{ matrix.python-version }}
+    - name: Setup Cache
+      uses: actions/cache@v2
+      env:
+        cache-name: cache-pip
+      with:
+        path: ~/.cache/pip
+        key: ${{ runner.os }}-${{ env.cache-name }}-${{ matrix.deps }}-${{ hashFiles('setup.py') }}
+        restore-keys: |
+          ${{ runner.os }}-${{ env.cache-name }}-${{ matrix.deps }}-
+          ${{ runner.os }}-${{ env.cache-name }}-
+    - name: Install pycurl deps
+      if: ${{ contains(matrix.deps, 'pycurl') }}
+      run: sudo apt install -y libcurl4-openssl-dev
+    - name: Install Python deps
+      run: pip install -U ${{ matrix.deps }} pytest pytest-asyncio pytest-httpbin flaky structlog toml appdirs
+    - name: Decrypt keys
+      env:
+        KEY: ${{ secrets.KEY }}
+      run: if [[ -n $KEY ]]; then openssl enc -d -aes-256-ctr -pbkdf2 -k $KEY -in keyfile.toml.enc -out keyfile.toml; fi
+    - name: Run pytest
+      run: if [[ -f keyfile.toml ]]; then KEYFILE=keyfile.toml pytest; else pytest; fi
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 44ff155..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,31 +0,0 @@
-os: linux
-dist: bionic
-language: python
-cache: pip
-python:
-  - "3.7"
-  - "3.8"
-  - "3.9"
-  - "nightly"
-before_install: if [[ -n $KEY ]]; then openssl enc -d -aes-256-ctr -pbkdf2 -k $KEY -in keyfile.toml.enc -out keyfile.toml; fi
-install: pip install -U $DEPS pytest pytest-asyncio pytest-httpbin flaky structlog toml appdirs
-script: if [[ -n $KEY ]]; then KEYFILE=keyfile.toml pytest; else pytest; fi
-env:
-  global:
-    - secure: "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"
-  jobs:
-    - DEPS=aiohttp
-    - DEPS="tornado pycurl"
-    - DEPS=tornado
-    - DEPS="httpx[http2]>=0.14.0"
-jobs:
-  fast_finish: true
-  allow_failures:
-    # it works now, but may be broken in the future again
-    - python: nightly
-
-addons:
-  apt:
-    packages:
-    # This is needed for pycurl
-    - libgnutls28-dev