diff --git a/py/kubeflow/testing/create_kf_instance.py b/py/kubeflow/testing/create_kf_instance.py
index e904d4cf669..04c4cd92d6e 100644
--- a/py/kubeflow/testing/create_kf_instance.py
+++ b/py/kubeflow/testing/create_kf_instance.py
@@ -53,6 +53,11 @@ def main(): # pylint: disable=too-many-locals,too-many-statements
     default=os.getcwd(),
     type=str, help=("Directory to store kubeflow apps."))
 
+  parser.add_argument(
+    "--deployment_worker_cluster",
+    default="kubeflow-testing",
+    type=str, help=("Name of cluster deployment cronjob workers use."))
+
   args = parser.parse_args()
 
   bucket, blob_path = util.split_gcs_uri(args.oauth_file)
@@ -68,7 +73,6 @@ def main(): # pylint: disable=too-many-locals,too-many-statements
   git_describe = util.run(["git", "describe", "--tags", "--always", "--dirty"],
                           cwd=args.kubeflow_repo).strip("'")
 
-
   # TODO(https://github.com/kubeflow/testing/issues/95): We want to cycle
   # between N different names e.g.
   # kf-vX-Y-n00, kf-vX-Y-n01, ... kf-vX-Y-n05
@@ -78,6 +82,16 @@ def main(): # pylint: disable=too-many-locals,too-many-statements
   # i.e. we should find the oldest one and reuse that.
   num = 0
   name = "{0}-n{1:02d}".format(args.base_name, num)
+  # Clean up previous deployment. We are not able to run "kfctl delete all"
+  # since we are not able to guarantee apps config in repository is up to date.
+  util.run(["rm", "-rf", name], cwd=args.apps_dir)
+  util.run(["gcloud", "deployment-manager", "deployments", "delete", name,
+            "--project", args.project], cwd=args.apps_dir)
+
+  # Create a dummy kubeconfig in cronjob worker.
+  util.run(["gcloud", "container", "clusters", "get-credentials", args.deployment_worker_cluster,
+            "--zone", args.zone, "--project", args.project], cwd=args.apps_dir)
+
   app_dir = os.path.join(args.apps_dir, name)
   kfctl = os.path.join(args.kubeflow_repo, "scripts", "kfctl.sh")
   util.run([kfctl, "init", name, "--project", args.project, "--zone", args.zone,
diff --git a/test-infra/auto-deploy/Dockerfile b/test-infra/auto-deploy/Dockerfile
new file mode 100644
index 00000000000..e4427ca8ef1
--- /dev/null
+++ b/test-infra/auto-deploy/Dockerfile
@@ -0,0 +1,169 @@
+# Docker image for nightly deployment cronjob.
+
+FROM ubuntu:xenial
+MAINTAINER Gabriel Wen
+
+# Never prompt the user for choices on installation/configuration of packages
+ENV DEBIAN_FRONTEND=noninteractive
+ENV TERM=linux
+ENV LC_ALL=C.UTF-8
+ENV LANG=C.UTF-8
+
+# gcc & python-dev are needed so we can install crcmod for gsutil
+# also includes installations for Python3
+RUN set -ex \
+    && apt-get update -yqq \
+    && apt-get install -yqq --no-install-recommends \
+    build-essential \
+    curl \
+    locales \
+    uuid-runtime \
+    wget \
+    ca-certificates \
+    git \
+    jq \
+    zip \
+    unzip \
+    gcc \
+    ssh \
+    python-dev \
+    python-setuptools \
+    python-pip \
+    python3-dev \
+    python3-setuptools \
+    python3-pip \
+    && python -V \
+    && python3 -V \
+    && apt-get clean \
+    && rm -rf \
+    /var/lib/apt/lists/* \
+    /tmp/* \
+    /var/tmp/* \
+    /usr/share/man \
+    /usr/share/doc \
+    /usr/share/doc-base
+
+# Install go
+RUN cd /tmp && \
+    wget -O /tmp/go.tar.gz https://redirector.gvt1.com/edgedl/go/go1.9.2.linux-amd64.tar.gz && \
+    tar -C /usr/local -xzf go.tar.gz
+
+# Install gcloud
+ENV PATH=/usr/local/go/bin:/google-cloud-sdk/bin:/workspace:${PATH} \
+    CLOUDSDK_CORE_DISABLE_PROMPTS=1
+
+RUN wget -q https://dl.google.com/dl/cloudsdk/channels/rapid/google-cloud-sdk.tar.gz && \
+    tar xzf google-cloud-sdk.tar.gz -C / && \
+    rm google-cloud-sdk.tar.gz && \
+    /google-cloud-sdk/install.sh \
+    --disable-installation-options \
+    --bash-completion=false \
+    --path-update=false \
+    --usage-reporting=false && \
+    gcloud components install alpha beta
+
+# Install Helm
+RUN wget -O /tmp/get_helm.sh \
+    https://raw.githubusercontent.com/kubernetes/helm/master/scripts/get && \
+    chmod 700 /tmp/get_helm.sh && \
+    /tmp/get_helm.sh && \
+    rm /tmp/get_helm.sh
+
+# Initialize helm
+RUN helm init --client-only
+
+# Install  Node.js
+RUN curl -sL https://deb.nodesource.com/setup_8.x | bash - \
+    && apt-get install -y nodejs
+
+# Install yarn
+RUN curl -sS http://dl.yarnpkg.com/debian/pubkey.gpg | apt-key add - \
+    && echo "deb http://dl.yarnpkg.com/debian/ stable main" | tee /etc/apt/sources.list.d/yarn.list \
+    && apt-get update -yqq \
+    && apt-get install -yqq --no-install-recommends yarn
+
+# Install glide
+RUN cd /tmp && \
+    wget -O glide-v0.13.0-linux-amd64.tar.gz \
+    https://github.com/Masterminds/glide/releases/download/v0.13.0/glide-v0.13.0-linux-amd64.tar.gz && \
+    tar -xvf glide-v0.13.0-linux-amd64.tar.gz && \
+    mv ./linux-amd64/glide /usr/local/bin/
+
+# Install ksonnet. We install multiple versions of ks to support different versions
+# of ksonnet applications. Newer versions of ksonnet are backwards compatible but
+# that can require upgrading the app which isn't something we want to be forced to.
+# (see https://github.com/kubeflow/testing/issues/220).
+RUN cd /tmp && \
+    wget -O ks.tar.gz \
+    https://github.com/ksonnet/ksonnet/releases/download/v0.11.0/ks_0.11.0_linux_amd64.tar.gz && \
+    tar -xvf ks.tar.gz && \
+    mv ks_0.11.0_linux_amd64/ks /usr/local/bin && \
+    chmod a+x /usr/local/bin/ks
+
+RUN cd /tmp && \
+    wget -O ks-12.tar.gz \
+    https://github.com/ksonnet/ksonnet/releases/download/v0.12.0/ks_0.12.0_linux_amd64.tar.gz && \
+    tar -xvf ks-12.tar.gz && \
+    mv ks_0.12.0_linux_amd64/ks /usr/local/bin/ks-12 && \
+    chmod a+x /usr/local/bin/ks-12
+
+RUN cd /tmp && \
+    wget -O ks-13.tar.gz \
+    https://github.com/ksonnet/ksonnet/releases/download/v0.13.1/ks_0.13.1_linux_amd64.tar.gz && \
+    tar -xvf ks-13.tar.gz && \
+    mv ks_0.13.1_linux_amd64/ks /usr/local/bin/ks-13 && \
+    chmod a+x /usr/local/bin/ks-13
+
+RUN cd /tmp && \
+    wget https://github.com/google/jsonnet/archive/v0.11.2.tar.gz && \
+    tar -xvf v0.11.2.tar.gz && \
+    cd jsonnet-0.11.2 && \
+    make && \
+    mv jsonnet /usr/local/bin && \
+    rm -rf /tmp/v0.11.2.tar.gz && \
+    rm -rf /tmp/jsonnet-0.11.2
+
+# Install various python libraries for both Python 2 and 3 (for now)
+# Don't upgrade pip for now because it seems to be broken
+# https://github.com/pypa/pip/issues/5240
+COPY ./Pipfile ./Pipfile.lock /tmp/
+
+RUN cd /tmp/ && \
+    pip2 install -U wheel filelock && \
+    pip2 install pipenv && \
+    pip2 install requests && \
+    pip2 install google-api-python-client && \
+    pip2 install prometheus_client && \
+    pipenv install --system --two && \
+    pip3 install -U wheel filelock
+
+RUN pip3 install pipenv==2018.10.9
+RUN cd /tmp/ && pipenv install --system --three
+
+RUN pip install yq
+
+# Install docker.
+RUN curl  https://get.docker.com/ | sh
+
+# Install kubectl
+RUN  curl -LO https://storage.googleapis.com/kubernetes-release/release/v1.13.0/bin/linux/amd64/kubectl && \
+    mv kubectl /usr/local/bin && \
+    chmod a+x /usr/local/bin/kubectl
+
+# Work around for https://github.com/ksonnet/ksonnet/issues/298
+ENV USER root
+
+# Deployment related configs.
+ARG SRC_DIR=/src
+ARG REPO_OWNER=kubeflow
+ARG PROJECT=kubeflow-ci
+ARG WORKER_CLUSTER=kubeflow-testing
+
+# Check out a fresh copy of testing repo and use workflows in it.
+RUN mkdir -p ${SRC_DIR}/${REPO_OWNER}
+RUN git clone https://github.com/${REPO_OWNER}/testing.git $SRC_DIR/${REPO_OWNER}/testing
+
+ENV PYTHONPATH ${SRC_DIR}/${REPO_OWNER}/testing/py
+
+ENTRYPOINT ["${SRC_DIR}/${REPO_OWNER}/testing/test-infra/auto-deploy/workflows.sh", \
+            ${SRC_DIR}, ${REPO_OWNER}, ${WORKER_CLUSTER}]
diff --git a/test-infra/auto-deploy/Pipfile b/test-infra/auto-deploy/Pipfile
new file mode 100644
index 00000000000..072321abce2
--- /dev/null
+++ b/test-infra/auto-deploy/Pipfile
@@ -0,0 +1,51 @@
+[[source]]
+url = "https://pypi.python.org/simple"
+verify_ssl = true
+name = "pypi"
+
+[packages]
+astroid = "==1.6.1"
+cachetools = "==2.0.1"
+certifi = "==2018.1.18"
+chardet = "==3.0.4"
+crcmod = "==1.7"
+funcsigs = "==1.0.2"
+google-api-core = "==0.1.4"
+google-api-python-client = "==1.6.5"
+google-auth = "==1.4.0"
+"google-auth-httplib2" = "==0.0.3"
+google-cloud-core = "==0.28.0"
+google-cloud-storage = "==1.7.0"
+google-resumable-media = "==0.3.1"
+googleapis-common-protos = "==1.5.3"
+"httplib2" = "==0.10.3"
+idna = "==2.6"
+ipaddress = "==1.0.19"
+isort = "==4.3.3"
+"jinja2" = "==2.10"
+kubernetes = "==7.0.0"
+lazy-object-proxy = "==1.3.1"
+markupsafe = "==1.0"
+mccabe = "==0.6.1"
+mock = "==2.0.0"
+"oauth2client" = "==4.1.2"
+oauthlib = "==2.0.6"
+pbr = "==3.1.1"
+protobuf = "==3.5.1"
+"pyasn1" = "==0.4.2"
+"pyasn1-modules" = "==0.2.1"
+pylint = "==1.8.2"
+python-dateutil = "==2.6.1"
+pytz = "==2017.3"
+pyyaml = "*"
+requests = "==2.18.4"
+requests-oauthlib = "==0.8.0"
+retrying = "==1.3.3"
+rsa = "==3.4.2"
+uritemplate = "==3.0.0"
+"urllib3" = "==1.22"
+websocket-client = "==0.44.0"
+wrapt = "==1.10.11"
+junit-xml = "==1.8"
+
+[dev-packages]
diff --git a/test-infra/auto-deploy/Pipfile.lock b/test-infra/auto-deploy/Pipfile.lock
new file mode 100644
index 00000000000..234bc0f4f1c
--- /dev/null
+++ b/test-infra/auto-deploy/Pipfile.lock
@@ -0,0 +1,534 @@
+{
+    "_meta": {
+        "hash": {
+            "sha256": "a7e521593c9659571702ad15d6fe5479887a18be9733172ec56bf39ce1fa2f14"
+        },
+        "host-environment-markers": {
+            "implementation_name": "cpython",
+            "implementation_version": "0",
+            "os_name": "posix",
+            "platform_machine": "x86_64",
+            "platform_python_implementation": "CPython",
+            "platform_release": "4.16.0-3rodete1-amd64",
+            "platform_system": "Linux",
+            "platform_version": "#1 SMP Debian 4.16.16-1rodete1 (2018-06-21)",
+            "python_full_version": "2.7.13",
+            "python_version": "2.7",
+            "sys_platform": "linux2"
+        },
+        "pipfile-spec": 6,
+        "requires": {},
+        "sources": [
+            {
+                "name": "pypi",
+                "url": "https://pypi.python.org/simple",
+                "verify_ssl": true
+            }
+        ]
+    },
+    "default": {
+        "adal": {
+            "hashes": [
+                "sha256:b48f37acf571ec74822ae3fe5db683e5cc9b0c2004aba9be6d582253740258c2",
+                "sha256:4c020807b3f3cfd90f59203077dd5e1f59671833f8c3c5028ec029ed5072f9ce"
+            ],
+            "version": "==1.0.2"
+        },
+        "asn1crypto": {
+            "hashes": [
+                "sha256:2f1adbb7546ed199e3c90ef23ec95c5cf3585bac7d11fb7eb562a3fe89c64e87",
+                "sha256:9d5c20441baf0cb60a4ac34cc447c6c189024b6b4c6cd7877034f4965c464e49"
+            ],
+            "version": "==0.24.0"
+        },
+        "astroid": {
+            "hashes": [
+                "sha256:db5cfc9af6e0b60cd07c19478fb54021fc20d2d189882fbcbc94fc69a8aecc58",
+                "sha256:f0a0e386dbca9f93ea9f3ea6f32b37a24720502b7baa9cb17c3976a680d43a06"
+            ],
+            "version": "==1.6.1"
+        },
+        "backports.functools-lru-cache": {
+            "hashes": [
+                "sha256:f0b0e4eba956de51238e17573b7087e852dfe9854afd2e9c873f73fc0ca0a6dd",
+                "sha256:9d98697f088eb1b0fa451391f91afb5e3ebde16bbdb272819fd091151fda4f1a"
+            ],
+            "markers": "python_version == '2.7'",
+            "version": "==1.5"
+        },
+        "cachetools": {
+            "hashes": [
+                "sha256:4319bbb78172e7bcf99423e1ecd6914b32336ccfe97d2058ffe62e641a7f3abe",
+                "sha256:ede01f2d3cbd6ddc9e35e16c2b0ce011d8bb70ce0dbaf282f5b4df24b213bc5d"
+            ],
+            "version": "==2.0.1"
+        },
+        "certifi": {
+            "hashes": [
+                "sha256:14131608ad2fd56836d33a71ee60fa1c82bc9d2c8d98b7bdbc631fe1b3cd1296",
+                "sha256:edbc3f203427eef571f79a7692bb160a2b0f7ccaa31953e99bd17e307cf63f7d"
+            ],
+            "version": "==2018.1.18"
+        },
+        "cffi": {
+            "hashes": [
+                "sha256:1b0493c091a1898f1136e3f4f991a784437fac3673780ff9de3bcf46c80b6b50",
+                "sha256:87f37fe5130574ff76c17cab61e7d2538a16f843bb7bca8ebbc4b12de3078596",
+                "sha256:1553d1e99f035ace1c0544050622b7bc963374a00c467edafac50ad7bd276aef",
+                "sha256:151b7eefd035c56b2b2e1eb9963c90c6302dc15fbd8c1c0a83a163ff2c7d7743",
+                "sha256:edabd457cd23a02965166026fd9bfd196f4324fe6032e866d0f3bd0301cd486f",
+                "sha256:ba5e697569f84b13640c9e193170e89c13c6244c24400fc57e88724ef610cd31",
+                "sha256:79f9b6f7c46ae1f8ded75f68cf8ad50e5729ed4d590c74840471fc2823457d04",
+                "sha256:b0f7d4a3df8f06cf49f9f121bead236e328074de6449866515cea4907bbc63d6",
+                "sha256:4c91af6e967c2015729d3e69c2e51d92f9898c330d6a851bf8f121236f3defd3",
+                "sha256:7a33145e04d44ce95bcd71e522b478d282ad0eafaf34fe1ec5bbd73e662f22b6",
+                "sha256:95d5251e4b5ca00061f9d9f3d6fe537247e145a8524ae9fd30a2f8fbce993b5b",
+                "sha256:b75110fb114fa366b29a027d0c9be3709579602ae111ff61674d28c93606acca",
+                "sha256:ae5e35a2c189d397b91034642cb0eab0e346f776ec2eb44a49a459e6615d6e2e",
+                "sha256:fdf1c1dc5bafc32bc5d08b054f94d659422b05aba244d6be4ddc1c72d9aa70fb",
+                "sha256:9d1d3e63a4afdc29bd76ce6aa9d58c771cd1599fbba8cf5057e7860b203710dd",
+                "sha256:be2a9b390f77fd7676d80bc3cdc4f8edb940d8c198ed2d8c0be1319018c778e1",
+                "sha256:ed01918d545a38998bfa5902c7c00e0fee90e957ce036a4000a88e3fe2264917",
+                "sha256:857959354ae3a6fa3da6651b966d13b0a8bed6bbc87a0de7b38a549db1d2a359",
+                "sha256:2ba8a45822b7aee805ab49abfe7eec16b90587f7f26df20c71dd89e45a97076f",
+                "sha256:a36c5c154f9d42ec176e6e620cb0dd275744aa1d804786a71ac37dc3661a5e95",
+                "sha256:e55e22ac0a30023426564b1059b035973ec82186ddddbac867078435801c7801",
+                "sha256:3eb6434197633b7748cea30bf0ba9f66727cdce45117a712b29a443943733257",
+                "sha256:ecbb7b01409e9b782df5ded849c178a0aa7c906cf8c5a67368047daab282b184",
+                "sha256:770f3782b31f50b68627e22f91cb182c48c47c02eb405fd689472aa7b7aa16dc",
+                "sha256:d5d8555d9bfc3f02385c1c37e9f998e2011f0db4f90e250e5bc0c0a85a813085",
+                "sha256:3c85641778460581c42924384f5e68076d724ceac0f267d66c757f7535069c93",
+                "sha256:ca1bd81f40adc59011f58159e4aa6445fc585a32bb8ac9badf7a2c1aa23822f2",
+                "sha256:3bb6bd7266598f318063e584378b8e27c67de998a43362e8fce664c54ee52d30",
+                "sha256:a6a5cb8809091ec9ac03edde9304b3ad82ad4466333432b16d78ef40e0cce0d5",
+                "sha256:57b2533356cb2d8fac1555815929f7f5f14d68ac77b085d2326b571310f34f6e",
+                "sha256:495c5c2d43bf6cebe0178eb3e88f9c4aa48d8934aa6e3cddb865c058da76756b",
+                "sha256:e90f17980e6ab0f3c2f3730e56d1fe9bcba1891eeea58966e89d352492cc74f4"
+            ],
+            "version": "==1.11.5"
+        },
+        "chardet": {
+            "hashes": [
+                "sha256:fc323ffcaeaed0e0a02bf4d117757b98aed530d9ed4531e3e15460124c106691",
+                "sha256:84ab92ed1c4d4f16916e05906b6b75a6c0fb5db821cc65e70cbd64a3e2a5eaae"
+            ],
+            "version": "==3.0.4"
+        },
+        "configparser": {
+            "hashes": [
+                "sha256:5308b47021bc2340965c371f0f058cc6971a04502638d4244225c49d80db273a"
+            ],
+            "markers": "python_version == '2.7'",
+            "version": "==3.5.0"
+        },
+        "crcmod": {
+            "hashes": [
+                "sha256:dc7051a0db5f2bd48665a990d3ec1cc305a466a77358ca4492826f41f283601e",
+                "sha256:69a2e5c6c36d0f096a7beb4cd34e5f882ec5fd232efb710cdb85d4ff196bd52e",
+                "sha256:737fb308fa2ce9aed2e29075f0d5980d4a89bfbec48a368c607c5c63b3efb90e",
+                "sha256:50586ab48981f11e5b117523d97bb70864a2a1af246cf6e4f5c4a21ef4611cd1"
+            ],
+            "version": "==1.7"
+        },
+        "cryptography": {
+            "hashes": [
+                "sha256:17db09db9d7c5de130023657be42689d1a5f60502a14f6f745f6f65a6b8195c0",
+                "sha256:e4aecdd9d5a3d06c337894c9a6e2961898d3f64fe54ca920a72234a3de0f9cb3",
+                "sha256:10b48e848e1edb93c1d3b797c83c72b4c387ab0eb4330aaa26da8049a6cbede0",
+                "sha256:2cbaa03ac677db6c821dac3f4cdfd1461a32d0615847eedbb0df54bb7802e1f7",
+                "sha256:31db8febfc768e4b4bd826750a70c79c99ea423f4697d1dab764eb9f9f849519",
+                "sha256:7e3b4aecc4040928efa8a7cdaf074e868af32c58ffc9bb77e7bf2c1a16783286",
+                "sha256:02602e1672b62e803e08617ec286041cc453e8d43f093a5f4162095506bc0beb",
+                "sha256:dc2d3f3b1548f4d11786616cf0f4415e25b0fbecb8a1d2cd8c07568f13fdde38",
+                "sha256:76936ec70a9b72eb8c58314c38c55a0336a2b36de0c7ee8fb874a4547cadbd39",
+                "sha256:8229ceb79a1792823d87779959184a1bf95768e9248c93ae9f97c7a2f60376a1",
+                "sha256:8a19e9f2fe69f6a44a5c156968d9fc8df56d09798d0c6a34ccc373bb186cee86",
+                "sha256:8168bcb08403ef144ff1fb880d416f49e2728101d02aaadfe9645883222c0aa5",
+                "sha256:6a88d9004310a198c474d8a822ee96a6dd6c01efe66facdf17cb692512ae5bc0",
+                "sha256:be495b8ec5a939a7605274b6e59fbc35e76f5ad814ae010eb679529671c9e119",
+                "sha256:4a510d268e55e2e067715d728e4ca6cd26a8e9f1f3d174faf88e6f2cb6b6c395",
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+        "requests": {
+            "hashes": [
+                "sha256:6a1b267aa90cac58ac3a765d067950e7dbbf75b1da07e895d1f594193a40a38b",
+                "sha256:9c443e7324ba5b85070c4a818ade28bfabedf16ea10206da1132edaa6dda237e"
+            ],
+            "version": "==2.18.4"
+        },
+        "requests-oauthlib": {
+            "hashes": [
+                "sha256:50a8ae2ce8273e384895972b56193c7409601a66d4975774c60c2aed869639ca",
+                "sha256:883ac416757eada6d3d07054ec7092ac21c7f35cb1d2cf82faf205637081f468"
+            ],
+            "version": "==0.8.0"
+        },
+        "retrying": {
+            "hashes": [
+                "sha256:08c039560a6da2fe4f2c426d0766e284d3b736e355f8dd24b37367b0bb41973b"
+            ],
+            "version": "==1.3.3"
+        },
+        "rsa": {
+            "hashes": [
+                "sha256:43f682fea81c452c98d09fc316aae12de6d30c4b5c84226642cf8f8fd1c93abd",
+                "sha256:25df4e10c263fb88b5ace923dd84bf9aa7f5019687b5e55382ffcdb8bede9db5"
+            ],
+            "version": "==3.4.2"
+        },
+        "singledispatch": {
+            "hashes": [
+                "sha256:833b46966687b3de7f438c761ac475213e53b306740f1abfaa86e1d1aae56aa8",
+                "sha256:5b06af87df13818d14f08a028e42f566640aef80805c3b50c5056b086e3c2b9c"
+            ],
+            "markers": "python_version < '3.4'",
+            "version": "==3.4.0.3"
+        },
+        "six": {
+            "hashes": [
+                "sha256:832dc0e10feb1aa2c68dcc57dbb658f1c7e65b9b61af69048abc87a2db00a0eb",
+                "sha256:70e8a77beed4562e7f14fe23a786b54f6296e34344c23bc42f07b15018ff98e9"
+            ],
+            "version": "==1.11.0"
+        },
+        "uritemplate": {
+            "hashes": [
+                "sha256:01c69f4fe8ed503b2951bef85d996a9d22434d2431584b5b107b2981ff416fbd",
+                "sha256:1b9c467a940ce9fb9f50df819e8ddd14696f89b9a8cc87ac77952ba416e0a8fd",
+                "sha256:c02643cebe23fc8adb5e6becffe201185bf06c40bda5c0b4028a93f1527d011d"
+            ],
+            "version": "==3.0.0"
+        },
+        "urllib3": {
+            "hashes": [
+                "sha256:06330f386d6e4b195fbfc736b297f58c5a892e4440e54d294d7004e3a9bbea1b",
+                "sha256:cc44da8e1145637334317feebd728bd869a35285b93cbb4cca2577da7e62db4f"
+            ],
+            "version": "==1.22"
+        },
+        "websocket-client": {
+            "hashes": [
+                "sha256:91222bb3a22ba989ac87eec9121655f295dcb746b6207c5576ffa549ab69302c",
+                "sha256:15f585566e2ea7459136a632b9785aa081093064391878a448c382415e948d72"
+            ],
+            "version": "==0.44.0"
+        },
+        "wrapt": {
+            "hashes": [
+                "sha256:d4d560d479f2c21e1b5443bbd15fe7ec4b37fe7e53d335d3b9b0a7b1226fe3c6"
+            ],
+            "version": "==1.10.11"
+        }
+    },
+    "develop": {}
+}
diff --git a/test-infra/auto-deploy/checkout.sh b/test-infra/auto-deploy/checkout.sh
new file mode 100755
index 00000000000..76be05784ad
--- /dev/null
+++ b/test-infra/auto-deploy/checkout.sh
@@ -0,0 +1,45 @@
+#!/bin/bash
+# We need to clone both kubeflow/kubeflow and kubeflow/testing for dpeloyhment.
+set -xe
+
+SRC_DIR=$1
+CHECKOUT_REPO_OWNER=$2
+CHECKOUT_REPO_NAME=$3
+
+mkdir -p ${SRC_DIR}/${CHECKOUT_REPO_OWNER}
+
+REPO_DIR=${SRC_DIR}/${CHECKOUT_REPO_OWNER}/${CHECKOUT_REPO_NAME}
+
+echo "Checking out git repo: ${CHECKOUT_REPO_OWNER}/${CHECKOUT_REPO_NAME}.git"
+git clone https://github.com/${CHECKOUT_REPO_OWNER}/${CHECKOUT_REPO_NAME}.git ${REPO_DIR}
+
+cd ${REPO_DIR}
+if [ ! -z ${PULL_NUMBER} ]; then
+ git fetch origin  pull/${PULL_NUMBER}/head:pr
+ if [ ! -z ${PULL_PULL_SHA} ]; then
+ 	git checkout ${PULL_PULL_SHA}
+ else
+ 	git checkout pr
+ fi
+
+elif [ ! -z ${BRANCH_NAME} ]; then
+  # Periodic jobs don't have pull numbers or commit SHAs, so we pass in the
+  # branch name from the config yaml file.
+  git fetch origin
+  git checkout ${BRANCH_NAME}
+ 
+else
+ if [ ! -z ${PULL_BASE_SHA} ]; then
+ 	# Its a post submit; checkout the commit to test.
+  	git checkout ${PULL_BASE_SHA}
+ fi
+fi
+
+# Update submodules.
+git submodule init
+git submodule update
+
+# Print out the commit so we can tell from logs what we checked out.
+echo ${REPO_DIR} is at `git describe --tags --always --dirty`
+git submodule
+git status
diff --git a/test-infra/auto-deploy/deploy-cron.yaml b/test-infra/auto-deploy/deploy-cron.yaml
new file mode 100644
index 00000000000..5f5f545fbe2
--- /dev/null
+++ b/test-infra/auto-deploy/deploy-cron.yaml
@@ -0,0 +1,25 @@
+apiVersion: batch/v1beta1
+kind: CronJob
+metadata:
+  name: auto-deploy
+  clusterName: kubeflow-testing
+  namespace: kubeflow-test-infra
+spec:
+  # Daily at 10p
+  schedule: "0 22 * * *"
+  jobTemplate:
+    spec:
+      template:
+        spec:
+          containers:
+          - name: deploy-worker
+            image: gcr.io/gabrielwen-learning/deploy-worker:latest
+            volumeMounts:
+            - name: gcp-credentials
+              mountPath: "/secret/gcp-credentials"
+              readOnly: true
+          restartPolicy: Never
+          volumes:
+          - name: gcp-credentials
+            secret:
+              secretName: gcp-credentials
diff --git a/test-infra/auto-deploy/workflows.sh b/test-infra/auto-deploy/workflows.sh
new file mode 100755
index 00000000000..9aab5e0efb1
--- /dev/null
+++ b/test-infra/auto-deploy/workflows.sh
@@ -0,0 +1,34 @@
+#!/bin/bash
+#
+# This script is meant to be the entrypoint for a prow job.
+# It checkos out a repo and then looks for prow_config.yaml in that
+# repo and uses that to run one or more workflows.
+set -ex
+
+SRC_DIR=$1
+REPO_OWNER=$2
+PROJECT=$3
+WORKER_CLUSTER=$4
+
+# Check out repos we need.
+# TODO(gabrielwen): Need to make a seperate workflow to snapshot repos.
+${SRC_DIR}/${REPO_OWNER}/testing/test-infra/auto-deploy/checkout.sh \
+  ${SRC_DIR} ${REPO_OWNER} kubeflow
+
+# Activate service account auth.
+export GOOGLE_APPLICATION_CREDENTIALS=/secret/gcp-credentials/key.json
+gcloud auth activate-service-account --key-file=${GOOGLE_APPLICATION_CREDENTIALS}
+gcloud config list
+
+APPS_DIR=${SRC_DIR}/${REPO_OWNER}/testing/test-infra
+KF_DIR=${SRC_DIR}/${REPO_OWNER}/kubeflow
+
+# Trigger create_kf_instance.
+python -m kubeflow.testing.create_kf_instance \
+  --base=kf-v0-4 \
+  --kubeflow_repo=${KF_DIR} \
+  --apps_dir=${APPS_DIR} \
+  --project=${PROJECT} \
+  --deployment_worker_cluster=${WORKER_CLUSTER}
+
+# TODO(gabrielwen): Push changes to app folders to git.