diff --git a/.github/workflows/rust.yml b/.github/workflows/rust.yml
new file mode 100644
index 000000000..81de4fb21
--- /dev/null
+++ b/.github/workflows/rust.yml
@@ -0,0 +1,73 @@
+name: CI
+
+on:
+  push:
+    branches: ['master', '0.5.x']
+  pull_request:
+
+jobs:
+  test:
+    strategy:
+      matrix:
+        os: [ubuntu-latest, macos-latest, windows-latest]
+        rust: [stable, beta]
+        exclude:
+          - os: macos-latest
+            rust: beta
+          - os: windows-latest
+            rust: beta
+
+    runs-on: ${{ matrix.os }}
+
+    steps:
+      - uses: actions/checkout@v1
+      - uses: actions-rs/toolchain@v1
+        with:
+          profile: minimal
+          toolchain: ${{ matrix.rust }}
+          override: true
+      - uses: actions-rs/cargo@v1
+        with:
+          command: build
+          args: --workspace --all-targets
+      - uses: actions-rs/cargo@v1
+        with:
+          command: test
+          args: --workspace
+
+  lint:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v1
+      - uses: actions-rs/toolchain@v1
+        with:
+          profile: minimal
+          toolchain: stable
+          override: true
+          components: rustfmt, clippy
+      - uses: actions-rs/cargo@v1
+        with:
+          command: fmt
+          args: --all -- --check
+      - uses: actions-rs/cargo@v1
+        if: always()
+        with:
+          command: clippy
+          args: --workspace --all-targets -- -D warnings
+
+  coverage:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v1
+      - uses: actions-rs/toolchain@v1
+        with:
+          toolchain: nightly
+          override: true
+      - uses: actions-rs/tarpaulin@v0.1
+      - uses: codecov/codecov-action@v1.0.2
+        with:
+          token: ${{secrets.CODECOV_TOKEN}}
+      - uses: actions/upload-artifact@v1
+        with:
+          name: code-coverage-report
+          path: cobertura.xml
diff --git a/azure-pipelines.yml b/azure-pipelines.yml
deleted file mode 100644
index b1c2d9741..000000000
--- a/azure-pipelines.yml
+++ /dev/null
@@ -1,15 +0,0 @@
-stages:
- - template: azure/stages.yml@templates
-   parameters:
-     benches: true
-     minrust: false
-     codecov_token: $(CODECOV_TOKEN_SECRET)
-     test_ignored: true
-     nightly_coverage: true
-
-resources:
-  repositories:
-    - repository: templates
-      type: github
-      name: crate-ci/azure-pipelines
-      endpoint: djc