diff --git a/CHANGELOG.md b/CHANGELOG.md
index 51086d00..5c94020f 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -12,6 +12,8 @@
   - Install ca-certificates in docker image
 - [#24](https://github.com/pusher/oauth2_proxy/pull/24) Redirect fix (@agentgonzo)
   - After a successful login, you will be redirected to your original URL rather than /
+- [#35](https://github.com/pusher/oauth2_proxy/pull/35) arm and arm64 binary releases (@kskewes)
+  - Add armv6 and arm64 to Makefile `release` target
 
 # v3.0.0
 
diff --git a/Makefile b/Makefile
index 5571c56d..bfa4bdbb 100644
--- a/Makefile
+++ b/Makefile
@@ -54,10 +54,16 @@ release: lint test
 	mkdir release
 	GOOS=darwin GOARCH=amd64 go build -ldflags="-X main.VERSION=${VERSION}" -o release/$(BINARY)-darwin-amd64 github.com/pusher/oauth2_proxy
 	GOOS=linux GOARCH=amd64 go build -ldflags="-X main.VERSION=${VERSION}" -o release/$(BINARY)-linux-amd64 github.com/pusher/oauth2_proxy
+	GOOS=linux GOARCH=arm64 go build -ldflags="-X main.VERSION=${VERSION}" -o release/$(BINARY)-linux-arm64 github.com/pusher/oauth2_proxy
+	GOOS=linux GOARCH=arm GOARM=6 go build -ldflags="-X main.VERSION=${VERSION}" -o release/$(BINARY)-linux-armv6 github.com/pusher/oauth2_proxy
 	GOOS=windows GOARCH=amd64 go build -ldflags="-X main.VERSION=${VERSION}" -o release/$(BINARY)-windows-amd64 github.com/pusher/oauth2_proxy
 	shasum -a 256 release/$(BINARY)-darwin-amd64 > release/$(BINARY)-darwin-amd64-sha256sum.txt
 	shasum -a 256 release/$(BINARY)-linux-amd64 > release/$(BINARY)-linux-amd64-sha256sum.txt
+	shasum -a 256 release/$(BINARY)-linux-arm64 > release/$(BINARY)-linux-arm64-sha256sum.txt
+	shasum -a 256 release/$(BINARY)-linux-armv6 > release/$(BINARY)-linux-armv6-sha256sum.txt
 	shasum -a 256 release/$(BINARY)-windows-amd64 > release/$(BINARY)-windows-amd64-sha256sum.txt
 	tar -cvf release/$(BINARY)-$(VERSION).darwin-amd64.$(GO_VERSION).tar.gz release/$(BINARY)-darwin-amd64
 	tar -cvf release/$(BINARY)-$(VERSION).linux-amd64.$(GO_VERSION).tar.gz release/$(BINARY)-linux-amd64
+	tar -cvf release/$(BINARY)-$(VERSION).linux-arm64.$(GO_VERSION).tar.gz release/$(BINARY)-linux-arm64
+	tar -cvf release/$(BINARY)-$(VERSION).linux-armv6.$(GO_VERSION).tar.gz release/$(BINARY)-linux-armv6
 	tar -cvf release/$(BINARY)-$(VERSION).windows-amd64.$(GO_VERSION).tar.gz release/$(BINARY)-windows-amd64