diff --git a/Docker-dev b/Docker-dev
new file mode 100644
index 0000000000000000000000000000000000000000..d484cb661e8f8accd8a2d992b0e152485867930f
--- /dev/null
+++ b/Docker-dev
@@ -0,0 +1,7 @@
+FROM golang
+
+WORKDIR /go/src/app
+COPY . .
+RUN make tools build-all && ln -s bin/linux/jcli /usr/local/bin/jcli
+
+ENTRYPOINT ["jcli"]
diff --git a/Makefile b/Makefile
index ca1d88e6b3988b033736c9b5267ed5c664ee1930..6b7171e062f30265e1473eddd8e4a7c2fb879bfc 100644
--- a/Makefile
+++ b/Makefile
@@ -46,6 +46,9 @@ clean: ## Clean the generated artifacts
 copy: darwin
 	sudo cp bin/darwin/$(NAME) $(shell which jcli)
 
+copy-linux: linux
+	cp bin/linux/$(NAME) /usr/local/bin/jcli
+
 tools: i18n-tools
 	go get -u golang.org/x/lint/golint
 
@@ -91,7 +94,10 @@ image:
 	docker build . -t jenkinszh/jcli
 
 image-win:
-	docker build . -t jenkinszh/jcli:win
+	docker build . -t jenkinszh/jcli:win -f Dockerfile-win
 
 image-darwin:
-	docker build . -t jenkinszh/jcli:darwin
\ No newline at end of file
+	docker build . -t jenkinszh/jcli:darwin -f Dockerfile-darwin
+
+image-dev:
+	docker build . -t jenkinszh/jcli:dev -f Docker-dev
\ No newline at end of file
diff --git a/README-zh.md b/README-zh.md
index bb0889a4faf4635d6b9990cef09cbdeeba084e36..7eaec151235112d9daf8e44fed91c55484c11412 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -67,6 +67,13 @@ sudo mv jcli /usr/local/bin/
 |`jenkinszh/jcli`|Linux|
 |`jenkinszh/jcli:darwin`|Mac|
 |`jenkinszh/jcli:win`|Windows，你可以从 `/usr/local/bin/jcli.exe` 这里找到可执行程序|
+|`jenkinszh/jcli:dev`|你可以从这里找到开发版本 `/go/src/app/bin/linux/jcli` 、`/go/src/app/bin/darwin/jcli` 或 `/go/src/app/bin/windows/jcli.exe`|
+
+想要体验最新的特性？您可以下载不同平台下的开发版本：
+
+- `jcli_id=$(docker create jenkinszh/jcli:dev) && sudo docker cp $jcli_id:/go/src/app/bin/linux/jcli . && docker rm -v $jcli_id`
+- `jcli_id=$(docker create jenkinszh/jcli:dev) && sudo docker cp $jcli_id:/go/src/app/bin/darwin/jcli . && docker rm -v $jcli_id`
+- `jcli_id=$(docker create jenkinszh/jcli:dev) && sudo docker cp $jcli_id:/go/src/app/bin/windows/jcli.exe . && docker rm -v $jcli_id`
 
 # 入门
 
diff --git a/README.md b/README.md
index 7cbfdcb7a4ec3ba0868f2dadb646f97e054d4218..1cd296ce55814e88a026e9644ef53802533dfdba 100644
--- a/README.md
+++ b/README.md
@@ -68,6 +68,13 @@ Download different version of OS? Just need to change the docker image tag:
 |`jenkinszh/jcli`|Linux|
 |`jenkinszh/jcli:darwin`|Mac|
 |`jenkinszh/jcli:win`|Windows, you can find it from `/usr/local/bin/jcli.exe`|
+|`jenkinszh/jcli:dev`|Developing version, find can find them from `/go/src/app/bin/linux/jcli` or `/go/src/app/bin/darwin/jcli` or `/go/src/app/bin/windows/jcli.exe`|
+
+Want to try the latest features? Download the developing version of different platform:
+
+- `jcli_id=$(docker create jenkinszh/jcli:dev) && sudo docker cp $jcli_id:/go/src/app/bin/linux/jcli . && docker rm -v $jcli_id`
+- `jcli_id=$(docker create jenkinszh/jcli:dev) && sudo docker cp $jcli_id:/go/src/app/bin/darwin/jcli . && docker rm -v $jcli_id`
+- `jcli_id=$(docker create jenkinszh/jcli:dev) && sudo docker cp $jcli_id:/go/src/app/bin/windows/jcli.exe . && docker rm -v $jcli_id`
 
 # Get started