diff --git a/.appveyor.yml b/.appveyor.yml
deleted file mode 100644
index 3b5e6e0ea..000000000
--- a/.appveyor.yml
+++ /dev/null
@@ -1,12 +0,0 @@
-version: '{branch}-{build}'
-skip_tags: true
-image: Visual Studio 2017
-clone_folder: c:\gopath\src\perkeep.org
-environment:
-  GOPATH: c:\gopath
-  PATH: c:\gopath\bin;c:\go\bin;%PATH%
-  CGO_ENABLED: 0
-build_script:
-- cmd: go run make.go
-test_script:
-- cmd: devcam test
diff --git a/.github/workflows/tests-linux.yml b/.github/workflows/tests-linux.yml
new file mode 100644
index 000000000..813aa2b1f
--- /dev/null
+++ b/.github/workflows/tests-linux.yml
@@ -0,0 +1,32 @@
+on: [push, pull_request]
+name: "tests/linux"
+
+jobs:
+  test:
+    strategy:
+      matrix:
+        go-version: [1.x, 1.13.x]
+        platform: [ubuntu-latest]
+    runs-on: ${{ matrix.platform }}
+
+    steps:
+    - uses: actions/checkout@v2
+    - uses: actions/setup-go@v2
+      with:
+        go-version: ${{ matrix.go-version }}
+
+    - uses: actions/cache@v2
+      with:
+        path: ~/go/pkg/mod
+        key: ${{ runner.os }}-go-${{ hashFiles('**/go.sum') }}
+        restore-keys: ${{ runner.os }}-go-
+
+    - name: Symlink source into GOPATH for devcam
+      run: |
+        mkdir $(go env GOPATH)/src
+        ln -s $(pwd) $(go env GOPATH)/src/perkeep.org
+
+    - name: Build and test
+      run: |
+        go run make.go -v=true -sqlite=true
+        devcam test -sqlite=true
diff --git a/.github/workflows/tests-windows.yml b/.github/workflows/tests-windows.yml
new file mode 100644
index 000000000..0a6a3b924
--- /dev/null
+++ b/.github/workflows/tests-windows.yml
@@ -0,0 +1,32 @@
+on: [push, pull_request]
+name: "tests/windows"
+
+jobs:
+  test:
+    strategy:
+      matrix:
+        go-version: [1.13.x]
+        platform: [windows-latest]
+    runs-on: ${{ matrix.platform }}
+
+    steps:
+    - uses: actions/checkout@v2
+    - uses: actions/setup-go@v2
+      with:
+        go-version: ${{ matrix.go-version }}
+
+    - uses: actions/cache@v2
+      with:
+        path: ~/go/pkg/mod
+        key: ${{ runner.os }}-go-${{ hashFiles('**/go.sum') }}
+        restore-keys: ${{ runner.os }}-go-
+
+    - name: Symlink source into GOPATH for devcam
+      run: |
+        mkdir "$(go env GOPATH)/src"
+        New-Item -ItemType SymbolicLink -Path "$(go env GOPATH)/src/perkeep.org" -Target "$(pwd)"
+
+    - name: Build and test
+      run: |
+        go run make.go -v
+        devcam test
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index c4d737d2a..000000000
--- a/.travis.yml
+++ /dev/null
@@ -1,21 +0,0 @@
-sudo: required
-dist: trusty
-go_import_path: perkeep.org
-language: go
-go:
-  - "1.13.x"
-before_install:
-  - sudo apt-get install -qq pkg-config fuse build-essential
-  - sudo modprobe fuse
-  - sudo chmod 666 /dev/fuse
-  - sudo chown root:$USER /etc/fuse.conf
-install: go run make.go -v=true -sqlite=true
-script: ${GOPATH}/bin/devcam test -sqlite=true
-
-notifications:
-    webhooks:
-        urls:
-            - "https://scalar.vector.im/api/neb/services/hooks/dHJhdmlzLWNpLyU0MGxpbmRuZXIlM0FtYXRyaXgub3JnLyUyMW5yT1prcEV0UG1WeEFnaGxTSCUzQW1hdHJpeC5vcmc"
-        on_success: change  # always|never|change
-        on_failure: always
-        on_start: never
diff --git a/README.md b/README.md
index 7563c2954..e88207a9d 100644
--- a/README.md
+++ b/README.md
@@ -20,12 +20,8 @@
 
 ### Continuous Integration
 
-<table><tr>
- <td>Linux: </td>
- <td><a href='https://travis-ci.org/perkeep/perkeep'><img style='vertical-align:middle' src='https://travis-ci.org/perkeep/perkeep.svg?branch=master'></td>
- <td>Windows: </td>
- <td><a href='https://ci.appveyor.com/project/mpl/perkeep/branch/master'><img src='https://ci.appveyor.com/api/projects/status/bbdqxcy2b6x4lt2r/branch/master?svg=true'></td>
-</tr></table>
+[![Linux Test Status](https://github.com/perkeep/perkeep/workflows/tests/linux/badge.svg)](https://github.com/perkeep/perkeep/actions?query=workflow:tests/linux)
+[![Windows Test Status](https://github.com/perkeep/perkeep/workflows/tests/windows/badge.svg)](https://github.com/perkeep/perkeep/actions?query=workflow:tests/windows)
 
 ### Code of Conduct