diff --git a/Makefile b/Makefile
new file mode 100644
index 0000000..9e4503a
--- /dev/null
+++ b/Makefile
@@ -0,0 +1,29 @@
+export CGO_ENABLED=0
+go := go
+go.goos ?= $(shell echo `go version`|cut -f4 -d ' '|cut -d '/' -f1)
+go.goarch ?= $(shell echo `go version`|cut -f4 -d ' '|cut -d '/' -f2)
+
+out.tools := tomll tomljson jsontoml
+out.dist := $(out.tools:=_$(go.goos)_$(go.goarch).tar.xz)
+sources := $(wildcard **/*.go)
+
+
+.PHONY:
+tools: $(out.tools)
+
+$(out.tools): $(sources)
+	GOOS=$(go.goos) GOARCH=$(go.goarch) $(go) build ./cmd/$@
+
+.PHONY:
+dist: $(out.dist)
+
+$(out.dist):%_$(go.goos)_$(go.goarch).tar.xz: %
+	if [ "$(go.goos)" = "windows" ]; then \
+		tar -cJf $@ $^.exe; \
+	else \
+		tar -cJf $@ $^; \
+	fi
+
+.PHONY:
+clean:
+	rm -rf $(out.tools) $(out.dist)
diff --git a/azure-pipelines.yml b/azure-pipelines.yml
index f875a31..25d24f1 100644
--- a/azure-pipelines.yml
+++ b/azure-pipelines.yml
@@ -132,7 +132,47 @@ stages:
       inputs:
         command: 'test'
         arguments: './...'
-
+- stage: build_binaries
+  displayName: "Build binaries"
+  dependsOn: run_checks
+  jobs:
+  - job: build_binary
+    displayName: "Build binary"
+    strategy:
+      matrix:
+        linux_amd64:
+          GOOS: linux
+          GOARCH: amd64
+        darwin_amd64:
+          GOOS: darwin
+          GOARCH: amd64
+        windows_amd64:
+          GOOS: windows
+          GOARCH: amd64
+    pool:
+      vmImage: ubuntu-latest
+    steps:
+    - task: GoTool@0
+      displayName: "Install Go"
+      inputs:
+        version: 1.14
+    - task: Bash@3
+      inputs:
+        targetType: inline
+        script: "make dist"
+      env:
+        go.goos: $(GOOS)
+        go.goarch: $(GOARCH)
+    - task: CopyFiles@2
+      inputs:
+        sourceFolder: '$(Build.SourcesDirectory)'
+        contents: '*.tar.xz'
+        TargetFolder: '$(Build.ArtifactStagingDirectory)'
+    - task: PublishBuildArtifacts@1
+      inputs:
+        pathtoPublish: '$(Build.ArtifactStagingDirectory)'
+        artifactName: binaries
+    
 - stage: build_docker_image
   displayName: "Build Docker image"
   dependsOn: run_checks