diff --git a/cloudbuild-proxy.yaml b/cloudbuild-proxy.yaml
index e6ae403a0..113acfc0b 100644
--- a/cloudbuild-proxy.yaml
+++ b/cloudbuild-proxy.yaml
@@ -29,14 +29,40 @@ steps:
     - ':proxy:deployJar'
     - '-x'
     - 'autoLintGradle'
-    - '-PrepositoryUrl=gcs://domain-registry-maven-repository'
   dir: 'gradle'
 # Build the docker image.
 - name: 'gcr.io/cloud-builders/docker'
   args: ['build', '--tag', 'gcr.io/${PROJECT_ID}/proxy:${TAG_NAME}', '.']
   dir: 'gradle/proxy'
+# Move config files to the working directory. This is necessary because of Spinnaker limitations.
+# It will concantinate `location' and `path' in the artifact field to construct the artifact
+# path, even though the artifact is always uploaded to the `location', and `path' can be a regular
+# expression.
+- name: 'alpine'
+  args: ['sh', '-c', 'mv java/google/registry/proxy/kubernetes/* .']
+# Replace the tag "latest" with the git tag that triggered this build. This is due to a bug in
+# Spinnaker where the tag is appended to the image name when the deployment pipeline is triggered
+# by GCB pubsub messages. The bug is fixed in https://github.com/spinnaker/echo/pull/498 and we can
+# remove this step and the "latest" tag in the manifests when Spinnaker 1.13 is deployed.
+- name: 'alpine'
+  args: ['sh', '-c', 'sed -i s/:latest/:${TAG_NAME}/ proxy-*.yaml']
+# Replace project name.
+- name: 'alpine'
+  args: ['sh', '-c', 'sed -i s/GCP_PROJECT/${PROJECT_ID}/ proxy-*.yaml']
 # Images to upload to GCR.
 images: ['gcr.io/${PROJECT_ID}/proxy:${TAG_NAME}']
+# Config files to upload to GCS.
+artifacts:
+  objects:
+    location: 'gs://${PROJECT_ID}-deploy/${TAG_NAME}'
+    # This cannot be regexs because of how Spinnaker constructs artifact paths.
+    paths:
+      - 'proxy-deployment-sandbox.yaml'
+      - 'proxy-deployment-production.yaml'
+      - 'proxy-deployment-sandbox-canary.yaml'
+      - 'proxy-deployment-production-canary.yaml'
+      - 'proxy-service.yaml'
+      - 'proxy-service-canary.yaml'
 timeout: 3600s
 options:
   machineType: 'N1_HIGHCPU_8'
diff --git a/java/google/registry/proxy/BUILD b/java/google/registry/proxy/BUILD
index 2d02ee8f3..0ba6acbcf 100644
--- a/java/google/registry/proxy/BUILD
+++ b/java/google/registry/proxy/BUILD
@@ -78,5 +78,4 @@ container_push(
     image = ":proxy_image",
     registry = "gcr.io",
     repository = "GCP_PROJECT/IMAGE_NAME",
-    tag = "bazel",
 )
diff --git a/java/google/registry/proxy/kubernetes/proxy-deployment-alpha.yaml b/java/google/registry/proxy/kubernetes/proxy-deployment-alpha.yaml
index cc2294c4f..bb362f947 100644
--- a/java/google/registry/proxy/kubernetes/proxy-deployment-alpha.yaml
+++ b/java/google/registry/proxy/kubernetes/proxy-deployment-alpha.yaml
@@ -17,7 +17,7 @@ spec:
     spec:
       containers:
       - name: proxy
-        image: gcr.io/GCP_PROJECT/IMAGE_NAME:bazel
+        image: gcr.io/GCP_PROJECT/proxy:latest
         ports:
         - containerPort: 30000
           name: health-check
diff --git a/java/google/registry/proxy/kubernetes/proxy-deployment-crash.yaml b/java/google/registry/proxy/kubernetes/proxy-deployment-crash.yaml
index 1a39ebdca..b9aece5f0 100644
--- a/java/google/registry/proxy/kubernetes/proxy-deployment-crash.yaml
+++ b/java/google/registry/proxy/kubernetes/proxy-deployment-crash.yaml
@@ -17,7 +17,7 @@ spec:
     spec:
       containers:
       - name: proxy
-        image: gcr.io/GCP_PROJECT/IMAGE_NAME:bazel
+        image: gcr.io/GCP_PROJECT/proxy:latest
         ports:
         - containerPort: 30000
           name: health-check
diff --git a/java/google/registry/proxy/kubernetes/proxy-deployment-production-canary.yaml b/java/google/registry/proxy/kubernetes/proxy-deployment-production-canary.yaml
index f17202c2f..955005c5d 100644
--- a/java/google/registry/proxy/kubernetes/proxy-deployment-production-canary.yaml
+++ b/java/google/registry/proxy/kubernetes/proxy-deployment-production-canary.yaml
@@ -17,7 +17,7 @@ spec:
     spec:
       containers:
       - name: proxy-canary
-        image: gcr.io/GCP_PROJECT/IMAGE_NAME:bazel
+        image: gcr.io/GCP_PROJECT/proxy:latest
         ports:
         - containerPort: 30000
           name: health-check
diff --git a/java/google/registry/proxy/kubernetes/proxy-deployment-production.yaml b/java/google/registry/proxy/kubernetes/proxy-deployment-production.yaml
index 200ac6c17..6c1c548d6 100644
--- a/java/google/registry/proxy/kubernetes/proxy-deployment-production.yaml
+++ b/java/google/registry/proxy/kubernetes/proxy-deployment-production.yaml
@@ -17,7 +17,7 @@ spec:
     spec:
       containers:
       - name: proxy
-        image: gcr.io/GCP_PROJECT/IMAGE_NAME:bazel
+        image: gcr.io/GCP_PROJECT/proxy:latest
         ports:
         - containerPort: 30000
           name: health-check
diff --git a/java/google/registry/proxy/kubernetes/proxy-deployment-sandbox-canary.yaml b/java/google/registry/proxy/kubernetes/proxy-deployment-sandbox-canary.yaml
index 796bd0b9e..22096b5da 100644
--- a/java/google/registry/proxy/kubernetes/proxy-deployment-sandbox-canary.yaml
+++ b/java/google/registry/proxy/kubernetes/proxy-deployment-sandbox-canary.yaml
@@ -17,7 +17,7 @@ spec:
     spec:
       containers:
       - name: proxy-canary
-        image: gcr.io/GCP_PROJECT/IMAGE_NAME:bazel
+        image: gcr.io/GCP_PROJECT/proxy:latest
         ports:
         - containerPort: 30000
           name: health-check
diff --git a/java/google/registry/proxy/kubernetes/proxy-deployment-sandbox.yaml b/java/google/registry/proxy/kubernetes/proxy-deployment-sandbox.yaml
index 069d04898..cdb1d3d32 100644
--- a/java/google/registry/proxy/kubernetes/proxy-deployment-sandbox.yaml
+++ b/java/google/registry/proxy/kubernetes/proxy-deployment-sandbox.yaml
@@ -17,7 +17,7 @@ spec:
     spec:
       containers:
       - name: proxy
-        image: gcr.io/GCP_PROJECT/IMAGE_NAME:bazel
+        image: gcr.io/GCP_PROJECT/proxy:latest
         ports:
         - containerPort: 30000
           name: health-check