diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 000000000..90644d719
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,43 @@
+name: CI
+
+on:
+  push:
+    branches-ignore: [ staging.tmp ]
+  pull_request:
+    branches-ignore: [ staging.tmp ]
+
+jobs:
+  build:
+    runs-on: ${{ matrix.os }}
+    strategy:
+      matrix:
+        os: [macos-10.15, ubuntu-18.04, windows-2019]
+        include:
+          - os: macos-10.15
+            CHECK_COMMAND: cargo check
+            TEST_COMMAND: cargo test --no-run
+          - os: ubuntu-18.04
+            CHECK_COMMAND: cargo check
+            TEST_COMMAND: cargo test --no-run
+          - os: windows-2019
+            CHECK_COMMAND: rustup default stable-msvc; cargo check
+            TEST_COMMAND: rustup default stable-msvc; cargo test --no-run
+    steps:
+    - uses: actions/checkout@v2
+    - name: cargo check
+      run: ${{ matrix.CHECK_COMMAND }}
+    - name: cargo test
+      run: ${{ matrix.TEST_COMMAND }}
+  docs:
+    runs-on: [ubuntu-18.04]
+    steps:
+    - uses: actions/checkout@v2
+    - name: Install latest nightly
+      uses: actions-rs/toolchain@v1
+      with:
+        toolchain: nightly
+        override: true
+      continue-on-error: true
+    - name: cargo doc
+      run: cargo --version; cargo doc --lib --no-deps
+      continue-on-error: true
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 9282d43c0..000000000
--- a/.travis.yml
+++ /dev/null
@@ -1,26 +0,0 @@
-language: rust
-
-os:
-  - linux
-  - osx
-  - windows
-
-jobs:
-  include:
-    - os: linux
-      rust: nightly
-      script: cargo doc --lib --no-deps
-  allow_failures:
-    - os: linux
-      rust: nightly
-
-branches:
-  except:
-  - staging.tmp
-
-before_install:
-  - if [[ $TRAVIS_OS_NAME == "windows" ]]; then rustup default stable-msvc; fi
-
-script:
-  - cargo check
-  - cargo test --no-run
diff --git a/wgpu/README.md b/wgpu/README.md
index 04a6399db..f8ea76296 100644
--- a/wgpu/README.md
+++ b/wgpu/README.md
@@ -1,8 +1,7 @@
 <img align="right" width="25%" src="logo.png">
 
 # wgpu-rs
-
-[![Build Status](https://travis-ci.org/gfx-rs/wgpu-rs.svg)](https://travis-ci.org/gfx-rs/wgpu-rs)
+[![Build Status](https://github.com/gfx-rs/wgpu-rs/workflows/CI/badge.svg?branch=master)](https://github.com/gfx-rs/wgpu-rs/actions)
 [![Crates.io](https://img.shields.io/crates/v/wgpu.svg)](https://crates.io/crates/wgpu)
 [![Docs.rs](https://docs.rs/wgpu/badge.svg)](https://docs.rs/wgpu)
 [![Matrix](https://img.shields.io/matrix/wgpu:matrix.org)](https://matrix.to/#/#wgpu:matrix.org)
diff --git a/wgpu/bors.toml b/wgpu/bors.toml
index dccefd878..4fe41dee1 100644
--- a/wgpu/bors.toml
+++ b/wgpu/bors.toml
@@ -1,5 +1,8 @@
 status = [
-  "continuous-integration/travis-ci/push",
+  "build (macos-10.15)",
+  "build (ubuntu-18.04)",
+  "build (windows-2019)",
+  "docs",
 ]
 
 timeout_sec = 18000 # 5 hours