diff --git a/.drone.yml b/.drone.yml
new file mode 100644
index 0000000..72c5f86
--- /dev/null
+++ b/.drone.yml
@@ -0,0 +1,15 @@
+workspace:
+  base: /go
+  path: src/go.jonnrb.io/vanity
+
+pipeline:
+  build:
+    image: golang:latest
+    commands:
+      - go get -t ./...
+      - go test ./...
+      - go build ./...
+  docker:
+    image: plugins/docker
+    repo: jonnrb/vanityserver
+    secrets: [ docker_username, docker_password ]
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..c4eb2ff
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,9 @@
+from golang:1.10.1 as build
+add . /go/src/go.jonnrb.io/vanity
+workdir /go/src/go.jonnrb.io/vanity
+run go install ./cmd/vanityserver
+
+from gcr.io/distroless/base
+expose 8080
+copy --from=build /go/bin/vanityserver /vanityserver
+entrypoint ["/vanityserver"]
diff --git a/cmd/vanityserver/Dockerfile b/cmd/vanityserver/Dockerfile
deleted file mode 100644
index b58c3d1..0000000
--- a/cmd/vanityserver/Dockerfile
+++ /dev/null
@@ -1,4 +0,0 @@
-from gcr.io/distroless/base
-expose 8080
-copy vanityserver /vanityserver
-entrypoint ["/vanityserver"]