diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
deleted file mode 100644
index f0e64f8..0000000
--- a/.github/workflows/test.yml
+++ /dev/null
@@ -1,18 +0,0 @@
-on: [push, pull_request]
-name: Test
-jobs:
-  test:
-    strategy:
-      matrix:
-        go-version: [1.12.x, 1.13.x]
-        platform: [ubuntu-latest, macos-latest, windows-latest]
-    runs-on: ${{ matrix.platform }}
-    steps:
-    - name: Install Go
-      uses: actions/setup-go@v1
-      with:
-        go-version: ${{ matrix.go-version }}
-    - name: Checkout code
-      uses: actions/checkout@v1
-    - name: Test
-      run: go test ./...
diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
new file mode 100644
index 0000000..2842f57
--- /dev/null
+++ b/.github/workflows/tests.yml
@@ -0,0 +1,62 @@
+on: [push, pull_request]
+name: tests
+env:
+  GO111MODULE: on
+
+jobs:
+  test:
+    strategy:
+      matrix:
+        go-version: [1.12.x, 1.13.x]
+        platform: [ubuntu-latest]
+    runs-on: ${{ matrix.platform }}
+
+    steps:
+    - uses: actions/setup-go@v1
+      with:
+        go-version: ${{ matrix.go-version }}
+    - uses: actions/checkout@v1
+
+    - name: Cache go modules
+      uses: actions/cache@preview
+      with:
+        path: ~/go/pkg/mod
+        key: ${{ runner.os }}-go-${{ hashFiles('**/go.sum') }}
+        restore-keys: |
+          ${{ runner.os }}-go-
+
+    - name: Run go fmt
+      run: diff -u <(echo -n) <(gofmt -d -s .)
+
+    - name: Run go vet
+      run: go vet ./...
+
+    - name: Run go test
+      run: go test -v -race -coverprofile=coverage.txt -covermode=atomic ./...
+
+    - name: Upload coverage to Codecov
+      uses: codecov/codecov-action@v1.0.3
+      with:
+        token: ${{ secrets.CODECOV_TOKEN }}
+
+  # On Windows, just run the local tests.  Don't bother with checking gofmt, go
+  # vet, or uploading results to Codecov
+  test-windows:
+    strategy:
+      matrix:
+        go-version: [1.12.x, 1.13.x]
+        platform: [windows-latest]
+    runs-on: ${{ matrix.platform }}
+    steps:
+    - uses: actions/setup-go@v1
+      with:
+        go-version: ${{ matrix.go-version }}
+    - uses: actions/checkout@v1
+    - name: Cache go modules
+      uses: actions/cache@preview
+      with:
+        path: ~/go/pkg/mod
+        key: ${{ runner.os }}-go-${{ hashFiles('**\go.sum') }}
+        restore-keys: |
+          ${{ runner.os }}-go-
+    - run: go test ./...
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 7d04822..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,24 +0,0 @@
-language: go
-
-go:
-  - "1.x"
-  - "1.11.x"
-
-go_import_path: willnorris.com/go/imageproxy
-
-cache:
-  directories:
-    - $HOME/.cache/go-build
-    - $HOME/gopath/pkg/mod
-
-env:
-  global:
-    - GO111MODULE=on
-
-script:
-  - diff -u <(echo -n) <(gofmt -d -s .)
-  - go vet ./...
-  - go test -v -race -coverprofile=coverage.txt -covermode=atomic ./...
-
-after_success:
-    - bash <(curl -s https://codecov.io/bash)
diff --git a/README.md b/README.md
index b2cad49..a91f746 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,7 @@
 # imageproxy
 
 [![GoDoc](https://godoc.org/willnorris.com/go/imageproxy?status.svg)](https://godoc.org/willnorris.com/go/imageproxy)
-[![Build Status](https://travis-ci.org/willnorris/imageproxy.svg?branch=master)](https://travis-ci.org/willnorris/imageproxy)
+[![Test Status](https://github.com/willnorris/imageproxy/workflows/tests/badge.svg)](https://github.com/willnorris/imageproxy/actions?query=workflow%3Atests)
 [![Test Coverage](https://codecov.io/gh/willnorris/imageproxy/branch/master/graph/badge.svg)](https://codecov.io/gh/willnorris/imageproxy)
 [![CII Best Practices](https://bestpractices.coreinfrastructure.org/projects/2611/badge)](https://bestpractices.coreinfrastructure.org/projects/2611)