diff --git a/.github/workflows/docd.yml b/.github/workflows/docd.yml
new file mode 100644
index 0000000..1a471fc
--- /dev/null
+++ b/.github/workflows/docd.yml
@@ -0,0 +1,33 @@
+name: Release docd
+
+on:
+  release:
+    types: [published]
+
+jobs:
+  docker:
+    name: Publish Docker image
+    runs-on: ubuntu-latest
+    steps:
+    - uses: actions/checkout@v2
+    - uses: docker/login-action@f054a8b539a109f9f41c372932f1ae047eff08c9
+      with:
+        username: ${{ secrets.DOCKERHUB_USERNAME }}
+        password: ${{ secrets.DOCKERHUB_PASSWORD }}
+    - id: meta
+      uses: docker/metadata-action@v3
+      with:
+        images: sajari/docd
+        labels: |
+          org.opencontainers.image.description=A tool which exposes code.sajari.com/docconv as a service
+          org.opencontainers.image.title=docd
+        tags: |
+          type=semver,pattern={{version}}
+          type=semver,pattern={{major}}.{{minor}}
+          type=semver,pattern={{major}}
+    - uses: docker/build-push-action@v2
+      with:
+        context: docd
+        labels: ${{ steps.meta.outputs.labels }}
+        tags: ${{ steps.meta.outputs.tags }}
+        push: true
diff --git a/README.md b/README.md
index 56a4683..14876a5 100644
--- a/README.md
+++ b/README.md
@@ -50,13 +50,15 @@ The `docd` tool runs as either:
 
 2.  a service exposed from within a Docker container
 
-    This also runs as a service, but from within a Docker container. There are three build scripts:
+    This also runs as a service, but from within a Docker container.
+    Official images are published at https://hub.docker.com/r/sajari/docd.
 
-    - [./docd/debian.sh](./docd/debian.sh)
-    - [./docd/alpine.sh](./docd/alpine.sh)
-    - [./docd/appengine.sh](./docd/appengine.sh)
+    Optionally you can build it yourself:
 
-    The `debian` version uses the Debian package repository which can vary with builds. The `alpine` version uses a very cut down Linux distribution to produce a container ~40MB. It also locks the dependency versions for consistency, but may miss out on future updates. The `appengine` version is a flex based custom runtime for Google Cloud.
+    ```
+    cd docd
+    docker build -t docd .
+    ```
 
 3.  via the command line.
 
diff --git a/docd/Dockerfile b/docd/Dockerfile
new file mode 100644
index 0000000..1a61de2
--- /dev/null
+++ b/docd/Dockerfile
@@ -0,0 +1,28 @@
+FROM golang:1.14 AS build
+
+WORKDIR /go/src/github.com/sajari/docconv/docd
+COPY main.go .
+RUN go get -v ./
+RUN go build .
+
+################################################################################
+
+FROM debian:11-slim AS docd
+
+RUN apt-get update \
+    && apt-get install -y --no-install-recommends \
+        lynx \
+        poppler-utils \
+        tidy \
+        unrtf \
+        wv \
+        zip \
+    && apt-get clean \
+    && rm -rf /var/lib/apt/lists/*
+
+EXPOSE 8888
+
+COPY --from=build /go/bin/docd /docd
+ENTRYPOINT ["/docd"]
+CMD ["--help"]
+
diff --git a/docd/alpine.sh b/docd/alpine.sh
deleted file mode 100755
index 821636f..0000000
--- a/docd/alpine.sh
+++ /dev/null
@@ -1,16 +0,0 @@
-#!/usr/bin/env sh
-
-main() {
-  export NAME=docd
-  export VERSION=alpine
-  
-  echo "Building ${NAME} for ${VERSION}..."
-
-  GOOS=linux GOARCH=amd64 go build -o $NAME || exit 1
-  cp docd $VERSION
-  cd $VERSION || exit 1
-  docker build -t "$NAME:$1" -t "$NAME:latest" . || exit 1
-  rm docd  
-}
-
-main "$@"
\ No newline at end of file
diff --git a/docd/alpine/Dockerfile b/docd/alpine/Dockerfile
deleted file mode 100644
index 425d046..0000000
--- a/docd/alpine/Dockerfile
+++ /dev/null
@@ -1,17 +0,0 @@
-FROM alpine:3.7
-
-MAINTAINER Hamish Ogilvy
- 
-ENV CC=/usr/bin/gcc
-ENV CXX=/usr/bin/g++
-
-COPY dependencies/* /
-
-RUN apk add --update --no-cache make cmake gcc g++ poppler-utils=0.56.0-r1 wv=1.2.9-r3 lynx=2.8.8_p2-r6 \
-    && ./install.sh \
-    && apk del make cmake gcc g++
-
-EXPOSE 8888
-
-COPY docd /
-CMD ["/docd"]
diff --git a/docd/alpine/dependencies/install.sh b/docd/alpine/dependencies/install.sh
deleted file mode 100755
index 22a67d5..0000000
--- a/docd/alpine/dependencies/install.sh
+++ /dev/null
@@ -1,22 +0,0 @@
-#!/usr/bin/env sh
-
-mkdir /tidy
-mkdir /unrtf
-
-# Install Tidy
-tar -C /tidy -xvf tidy-html5-5.4.0.tar.gz
-cd /tidy/tidy-html5-5.4.0/build/cmake && \
-    cmake ../.. -DCMAKE_BUILD_TYPE=Release && \
-    make && \
-    make install
-
-# Install UnRTF
-tar -C /unrtf -xvf /unrtf-0.21.9.tar.gz
-cd /unrtf/unrtf-0.21.9 && \
-    ./configure && make && make install && make clean
-
-cd / && {
-    rm -r /tidy
-    rm -r /unrtf
-    rm ./*.tar.gz
-}
\ No newline at end of file
diff --git a/docd/alpine/dependencies/tidy-html5-5.4.0.tar.gz b/docd/alpine/dependencies/tidy-html5-5.4.0.tar.gz
deleted file mode 100644
index 3898d1f..0000000
Binary files a/docd/alpine/dependencies/tidy-html5-5.4.0.tar.gz and /dev/null differ
diff --git a/docd/alpine/dependencies/unrtf-0.21.9.tar.gz b/docd/alpine/dependencies/unrtf-0.21.9.tar.gz
deleted file mode 100644
index 11cf91a..0000000
Binary files a/docd/alpine/dependencies/unrtf-0.21.9.tar.gz and /dev/null differ
diff --git a/docd/appengine.sh b/docd/appengine.sh
deleted file mode 100755
index 3d01dbf..0000000
--- a/docd/appengine.sh
+++ /dev/null
@@ -1,25 +0,0 @@
-#!/usr/bin/env sh
-
-export NAME=docd
-export VERSION=appengine
-
-function die {
-  echo 1>&2 $*
-  exit 1
-}
-
-mkdir appengine/dependencies
-cp alpine/dependencies/* appengine/dependencies
-
-echo "Building ${NAME} for ${VERSION}..."
-
-GOOS=linux GOARCH=amd64 go build -o $NAME || exit 1
-cp docd $VERSION
-cd $VERSION
-
-echo "Deploying to AppEngine..."
-gcloud app deploy --version="1"
-
-# clean up
-rm docd
-rm -r appengine/dependencies
\ No newline at end of file
diff --git a/docd/appengine/Dockerfile b/docd/appengine/Dockerfile
index 7029a5d..305b432 100644
--- a/docd/appengine/Dockerfile
+++ b/docd/appengine/Dockerfile
@@ -1,15 +1,5 @@
-FROM alpine
-
-MAINTAINER Hamish Ogilvy
- 
-ENV CC=/usr/bin/gcc
-ENV CXX=/usr/bin/g++
-
-COPY dependencies/* /
-
-RUN apk add --update --no-cache make cmake gcc g++ poppler-utils~=0.71.0 wv=1.2.9-r3 lynx~=2.8.8; ./install.sh; apk del make cmake gcc g++
-
-EXPOSE 8080
-
-COPY docd /
-CMD ["/docd", "-addr", ":8080"]
+# Dockerfile which produces an AppEngine custom runtime containing docd and all
+# of its runtime dependencies.
+# https://cloud.google.com/appengine/docs/flexible/custom-runtimes/about-custom-runtimes
+FROM sajari/docd:1.1.1
+CMD ["-addr", ":8080"]
diff --git a/docd/appengine/README.md b/docd/appengine/README.md
new file mode 100644
index 0000000..9a4c55c
--- /dev/null
+++ b/docd/appengine/README.md
@@ -0,0 +1,7 @@
+# Deploying docd to AppEngine
+
+Within this directory run:
+
+```
+gcloud app deploy
+```
diff --git a/docd/appengine/app.yaml b/docd/appengine/app.yaml
index 635ab43..ce68f40 100644
--- a/docd/appengine/app.yaml
+++ b/docd/appengine/app.yaml
@@ -11,4 +11,4 @@ manual_scaling:
 
 handlers:
 - url: /.*
-  script: _go_app
\ No newline at end of file
+  script: _go_app
diff --git a/docd/debian.sh b/docd/debian.sh
deleted file mode 100755
index 3817c50..0000000
--- a/docd/debian.sh
+++ /dev/null
@@ -1,18 +0,0 @@
-#!/usr/bin/env sh
-
-export NAME=docd
-export VERSION=debian
-
-function die {
-  echo 1>&2 $*
-  exit 1
-}
-
-echo "Building ${NAME} for ${VERSION}..."
-
-GOOS=linux GOARCH=amd64 go build -o $NAME || exit 1
-cp docd $VERSION
-cd $VERSION
-docker build -t $NAME . || exit 1
-rm docd
-
diff --git a/docd/debian/Dockerfile b/docd/debian/Dockerfile
deleted file mode 100644
index 7db1cff..0000000
--- a/docd/debian/Dockerfile
+++ /dev/null
@@ -1,16 +0,0 @@
-FROM debian
-
-MAINTAINER Hamish Ogilvy
-
-RUN apt-get update && apt-get install -y \
- zip \
- poppler-utils \
- wv \
- unrtf \
- tidy \
- lynx
- 
-EXPOSE 8888
-
-COPY docd /
-CMD ["/docd"]