diff --git a/.ci/azure-pipelines.yml b/.ci/azure-pipelines.yml
new file mode 100644
index 0000000..008c857
--- /dev/null
+++ b/.ci/azure-pipelines.yml
@@ -0,0 +1,39 @@
+trigger:
+  batch: true
+  branches:
+    include: [master] # branch names which will trigger a build
+pr:
+  autoCancel: true
+  branches:
+    include: [master]
+
+jobs:
+- job: test
+  displayName: Typecheck & test
+  pool:
+      vmImage: ubuntu-16.04
+  steps:
+  - script: |
+      curl https://sh.rustup.rs -sSf | sh -s -- -y
+      echo "##vso[task.setvariable variable=PATH;]$PATH:$HOME/.cargo/bin"
+    displayName: Install Rust stable
+  - script: |
+      cd binary
+      cargo check
+    displayName: cargo check
+  - script: |
+      cd binary
+      cargo test
+    displayName: cargo test
+
+- template: .ci/template.yml
+  parameters:
+    name: Linux
+    vmImage: ubuntu-16.04
+    target: x86_64-unknown-linux-gnu
+
+- template: .ci/template.yml
+  parameters:
+    name: macOS
+    vmImage: macOS-10.13
+    target: x86_64-apple-darwin
diff --git a/.ci/template.yml b/.ci/template.yml
new file mode 100644
index 0000000..aa8dda7
--- /dev/null
+++ b/.ci/template.yml
@@ -0,0 +1,23 @@
+jobs:
+- job: ${{ parameters.name }}
+  condition: eq(variables['build.sourceBranch'], 'refs/heads/master')
+  dependsOn: test
+  condition: succeeded()
+  pool:
+      vmImage: ${{ parameters.vmImage }}
+  steps:
+    #- script: |
+    #    curl https://sh.rustup.rs -sSf | sh -s -- -y
+    #    echo "##vso[task.setvariable variable=PATH;]$PATH:$HOME/.cargo/bin"
+    #  displayName: Install Rust
+  - ${{ if eq(parameters.name, 'Linux') }}:
+    - script: cargo build --release --target=${{ parameters.target }}
+      displayName: Build binary
+    - script: |
+        mkdir release
+        mv target/${{ parameters.target }}/release/sd release/linux-x64
+      displayName: Package binary
+    - task: PublishPipelineArtifact@0
+      inputs:
+        artifactName: Binary for ${{ parameters.name }}
+        targetPath: release/