diff --git a/hack/generate-cloudbuild-triggers.sh b/hack/generate-cloudbuild-triggers.sh
index c4800a0963d..4a4c91bcb7f 100755
--- a/hack/generate-cloudbuild-triggers.sh
+++ b/hack/generate-cloudbuild-triggers.sh
@@ -1,9 +1,10 @@
 #!/bin/bash
 DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" >/dev/null 2>&1 && pwd )"
 CONFIGS=$(find $DIR/../release | grep yaml)
+PROJECT=kfserving
 
-# Not currently idempotent! Use with care. Will be resolve in July 2019
-for CONFIG in $CONFIGS; do
-    gcloud alpha builds triggers create github --project kfserving --trigger-config $CONFIG
-done
+for i in $(gcloud alpha builds triggers list --project kfserving | grep ^id | cut -d ':' -f 2); do gcloud alpha builds triggers delete $i --project $PROJECT --quiet; done
 
+for CONFIG in $CONFIGS; do
+    gcloud alpha builds triggers create github --project $PROJECT --trigger-config $CONFIG
+done
\ No newline at end of file
diff --git a/release/triggers/latest/alibi-explainer.yaml b/release/triggers/latest/alibi-explainer.yaml
new file mode 100644
index 00000000000..bbae8900835
--- /dev/null
+++ b/release/triggers/latest/alibi-explainer.yaml
@@ -0,0 +1,26 @@
+---
+### Specify as necessary ###
+name: alibi-explainer-latest
+substitutions:
+  _COMPONENT: "alibi-explainer"
+  _DOCKERFILE: "./python/alibiexplainer.Dockerfile"
+  _CONTEXT: "./python"
+###########################
+github:
+  owner: kubeflow
+  name: kfserving
+  push:
+    branch: master
+###########################
+build:
+  steps:
+  - name: docker
+    args:
+    - "build"
+    - "-t"
+    - "gcr.io/$REPO_NAME/${_COMPONENT}:latest"
+    - "-f"
+    - "${_DOCKERFILE}"
+    - "${_CONTEXT}"
+  images:
+  - gcr.io/$REPO_NAME/${_COMPONENT}:latest
diff --git a/release/triggers/latest/executor.yaml b/release/triggers/latest/executor.yaml
new file mode 100644
index 00000000000..9cd43ae7e6c
--- /dev/null
+++ b/release/triggers/latest/executor.yaml
@@ -0,0 +1,26 @@
+---
+### Specify as necessary ###
+name: executor-latest
+substitutions:
+  _COMPONENT: "executor"
+  _DOCKERFILE: "./executor.Dockerfile"
+  _CONTEXT: "."
+###########################
+github:
+  owner: kubeflow
+  name: kfserving
+  push:
+    branch: master
+###########################
+build:
+  steps:
+  - name: docker
+    args:
+    - "build"
+    - "-t"
+    - "gcr.io/$REPO_NAME/${_COMPONENT}:latest"
+    - "-f"
+    - "${_DOCKERFILE}"
+    - "${_CONTEXT}"
+  images:
+  - gcr.io/$REPO_NAME/${_COMPONENT}:latest
diff --git a/release/triggers/latest/kfserving-controller.yaml b/release/triggers/latest/kfserving-controller.yaml
new file mode 100644
index 00000000000..fcc3f037c25
--- /dev/null
+++ b/release/triggers/latest/kfserving-controller.yaml
@@ -0,0 +1,26 @@
+---
+### Specify as necessary ###
+name: kfserving-controller-latest
+substitutions:
+  _COMPONENT: "kfserving-controller"
+  _DOCKERFILE: "./Dockerfile"
+  _CONTEXT: "."
+###########################
+github:
+  owner: kubeflow
+  name: kfserving
+  push:
+    branch: master
+###########################
+build:
+  steps:
+  - name: docker
+    args:
+    - "build"
+    - "-t"
+    - "gcr.io/$REPO_NAME/${_COMPONENT}:latest"
+    - "-f"
+    - "${_DOCKERFILE}"
+    - "${_CONTEXT}"
+  images:
+  - gcr.io/$REPO_NAME/${_COMPONENT}:latest
diff --git a/release/triggers/latest/pytorch.yaml b/release/triggers/latest/pytorch.yaml
new file mode 100644
index 00000000000..acc88c63708
--- /dev/null
+++ b/release/triggers/latest/pytorch.yaml
@@ -0,0 +1,27 @@
+---
+### Specify as necessary ###
+name: pytorch-server-latest
+substitutions:
+  _COMPONENT: "pytorchserver"
+  _DOCKERFILE: "./python/pytorch.Dockerfile"
+  _CONTEXT: "./python"
+###########################
+github:
+  owner: kubeflow
+  name: kfserving
+  push:
+    branch: master
+###########################
+build:
+  steps:
+  - name: docker
+    args:
+    - "build"
+    - "-t"
+    - "gcr.io/$REPO_NAME/${_COMPONENT}:latest"
+    - "-f"
+    - "${_DOCKERFILE}"
+    - "${_CONTEXT}"
+  images:
+  - gcr.io/$REPO_NAME/${_COMPONENT}:latest
+  timeout: 1200s
diff --git a/release/triggers/latest/sklearnserver.yaml b/release/triggers/latest/sklearnserver.yaml
new file mode 100644
index 00000000000..1f2411eb72d
--- /dev/null
+++ b/release/triggers/latest/sklearnserver.yaml
@@ -0,0 +1,26 @@
+---
+### Specify as necessary ###
+name: sklearn-server-latest
+substitutions:
+  _COMPONENT: "sklearnserver"
+  _DOCKERFILE: "./python/sklearn.Dockerfile"
+  _CONTEXT: "./python"
+###########################
+github:
+  owner: kubeflow
+  name: kfserving
+  push:
+    branch: master
+###########################
+build:
+  steps:
+  - name: docker
+    args:
+    - "build"
+    - "-t"
+    - "gcr.io/$REPO_NAME/${_COMPONENT}:latest"
+    - "-f"
+    - "${_DOCKERFILE}"
+    - "${_CONTEXT}"
+  images:
+  - gcr.io/$REPO_NAME/${_COMPONENT}:latest
diff --git a/release/triggers/latest/storage-initalizer.yaml b/release/triggers/latest/storage-initalizer.yaml
new file mode 100644
index 00000000000..6549a798267
--- /dev/null
+++ b/release/triggers/latest/storage-initalizer.yaml
@@ -0,0 +1,26 @@
+---
+### Specify as necessary ###
+name: storage-initializer-latest
+substitutions:
+  _COMPONENT: "storage-initializer"
+  _DOCKERFILE: "./python/storage-initializer.Dockerfile"
+  _CONTEXT: "./python"
+###########################
+github:
+  owner: kubeflow
+  name: kfserving
+  push:
+    branch: master
+###########################
+build:
+  steps:
+  - name: docker
+    args:
+    - "build"
+    - "-t"
+    - "gcr.io/$REPO_NAME/${_COMPONENT}:latest"
+    - "-f"
+    - "${_DOCKERFILE}"
+    - "${_CONTEXT}"
+  images:
+  - gcr.io/$REPO_NAME/${_COMPONENT}:latest
diff --git a/release/triggers/latest/tf2openapi.yaml b/release/triggers/latest/tf2openapi.yaml
new file mode 100644
index 00000000000..2df50f8c580
--- /dev/null
+++ b/release/triggers/latest/tf2openapi.yaml
@@ -0,0 +1,26 @@
+---
+### Specify as necessary ###
+name: tf2openapi-latest
+substitutions:
+  _COMPONENT: "tf2openapi"
+  _DOCKERFILE: "./tools/tf2openapi/Dockerfile"
+  _CONTEXT: "."
+###########################
+github:
+  owner: kubeflow
+  name: kfserving
+  push:
+    branch: master
+###########################
+build:
+  steps:
+  - name: docker
+    args:
+    - "build"
+    - "-t"
+    - "gcr.io/$REPO_NAME/${_COMPONENT}:latest"
+    - "-f"
+    - "${_DOCKERFILE}"
+    - "${_CONTEXT}"
+  images:
+  - gcr.io/$REPO_NAME/${_COMPONENT}:latest
diff --git a/release/triggers/latest/xgbserver.yaml b/release/triggers/latest/xgbserver.yaml
new file mode 100644
index 00000000000..80ea0ea218a
--- /dev/null
+++ b/release/triggers/latest/xgbserver.yaml
@@ -0,0 +1,26 @@
+---
+### Specify as necessary ###
+name: xgb-server-latest
+substitutions:
+  _COMPONENT: "xgbserver"
+  _DOCKERFILE: "./python/xgb.Dockerfile"
+  _CONTEXT: "./python"
+###########################
+github:
+  owner: kubeflow
+  name: kfserving
+  push:
+    branch: master
+###########################
+build:
+  steps:
+  - name: docker
+    args:
+    - "build"
+    - "-t"
+    - "gcr.io/$REPO_NAME/${_COMPONENT}:latest"
+    - "-f"
+    - "${_DOCKERFILE}"
+    - "${_CONTEXT}"
+  images:
+  - gcr.io/$REPO_NAME/${_COMPONENT}:latest
diff --git a/release/triggers/alibi-explainer.yaml b/release/triggers/tagged/alibi-explainer.yaml
similarity index 89%
rename from release/triggers/alibi-explainer.yaml
rename to release/triggers/tagged/alibi-explainer.yaml
index bdb0e7a1ee7..b15521c97ab 100644
--- a/release/triggers/alibi-explainer.yaml
+++ b/release/triggers/tagged/alibi-explainer.yaml
@@ -1,6 +1,6 @@
 ---
 ### Specify as necessary ###
-description: Alibi Explainer Autobuilder
+name: alibi-explainer-tagged
 substitutions:
   _COMPONENT: "alibi-explainer"
   _DOCKERFILE: "./python/alibiexplainer.Dockerfile"
@@ -10,7 +10,7 @@ github:
   owner: kubeflow
   name: kfserving
   push:
-    tag: v0.*.*
+    tag: v*.*.*
 ###########################
 build:
   steps:
diff --git a/release/triggers/executor.yaml b/release/triggers/tagged/executor.yaml
similarity index 90%
rename from release/triggers/executor.yaml
rename to release/triggers/tagged/executor.yaml
index d26aca31d71..b7702668f8e 100644
--- a/release/triggers/executor.yaml
+++ b/release/triggers/tagged/executor.yaml
@@ -1,6 +1,6 @@
 ---
 ### Specify as necessary ###
-description: Executor Autobuilder
+name: executor-tagged
 substitutions:
   _COMPONENT: "executor"
   _DOCKERFILE: "./executor.Dockerfile"
@@ -10,7 +10,7 @@ github:
   owner: kubeflow
   name: kfserving
   push:
-    tag: v0.*.*
+    tag: v*.*.*
 ###########################
 build:
   steps:
diff --git a/release/triggers/kfserving-controller.yaml b/release/triggers/tagged/kfserving-controller.yaml
similarity index 88%
rename from release/triggers/kfserving-controller.yaml
rename to release/triggers/tagged/kfserving-controller.yaml
index 59413581bf8..d2e83e2aa26 100644
--- a/release/triggers/kfserving-controller.yaml
+++ b/release/triggers/tagged/kfserving-controller.yaml
@@ -1,6 +1,6 @@
 ---
 ### Specify as necessary ###
-description: KFServing Controller Autobuilder
+name: kfserving-controller-tagged
 substitutions:
   _COMPONENT: "kfserving-controller"
   _DOCKERFILE: "./Dockerfile"
@@ -10,7 +10,7 @@ github:
   owner: kubeflow
   name: kfserving
   push:
-    tag: v0.*.*
+    tag: v*.*.*
 ###########################
 build:
   steps:
diff --git a/release/triggers/pytorch.yaml b/release/triggers/tagged/pytorch.yaml
similarity index 88%
rename from release/triggers/pytorch.yaml
rename to release/triggers/tagged/pytorch.yaml
index 76fc4987f38..b70468eecec 100644
--- a/release/triggers/pytorch.yaml
+++ b/release/triggers/tagged/pytorch.yaml
@@ -1,6 +1,6 @@
 ---
 ### Specify as necessary ###
-description: Pytorch Server Autobuilder
+name: pytorch-server-tagged
 substitutions:
   _COMPONENT: "pytorchserver"
   _DOCKERFILE: "./python/pytorch.Dockerfile"
@@ -10,7 +10,7 @@ github:
   owner: kubeflow
   name: kfserving
   push:
-    tag: v0.*.*
+    tag: v*.*.*
 ###########################
 build:
   steps:
@@ -24,3 +24,4 @@ build:
     - "${_CONTEXT}"
   images:
   - gcr.io/$REPO_NAME/${_COMPONENT}:$TAG_NAME
+  timeout: 1200s
diff --git a/release/triggers/sklearnserver.yaml b/release/triggers/tagged/sklearnserver.yaml
similarity index 89%
rename from release/triggers/sklearnserver.yaml
rename to release/triggers/tagged/sklearnserver.yaml
index 6a38d2909d0..0fc52f79879 100644
--- a/release/triggers/sklearnserver.yaml
+++ b/release/triggers/tagged/sklearnserver.yaml
@@ -1,6 +1,6 @@
 ---
 ### Specify as necessary ###
-description: Sklearn Server Autobuilder
+name: sklearn-server-tagged
 substitutions:
   _COMPONENT: "sklearnserver"
   _DOCKERFILE: "./python/sklearn.Dockerfile"
@@ -10,7 +10,7 @@ github:
   owner: kubeflow
   name: kfserving
   push:
-    tag: v0.*.*
+    tag: v*.*.*
 ###########################
 build:
   steps:
diff --git a/release/triggers/storage-initalizer.yaml b/release/triggers/tagged/storage-initalizer.yaml
similarity index 89%
rename from release/triggers/storage-initalizer.yaml
rename to release/triggers/tagged/storage-initalizer.yaml
index 28451046867..b223332f583 100644
--- a/release/triggers/storage-initalizer.yaml
+++ b/release/triggers/tagged/storage-initalizer.yaml
@@ -1,6 +1,6 @@
 ---
 ### Specify as necessary ###
-description: Storage Initializer Autobuilder
+name: storage-initializer-tagged
 substitutions:
   _COMPONENT: "storage-initializer"
   _DOCKERFILE: "./python/storage-initializer.Dockerfile"
@@ -10,7 +10,7 @@ github:
   owner: kubeflow
   name: kfserving
   push:
-    tag: v0.*.*
+    tag: v*.*.*
 ###########################
 build:
   steps:
diff --git a/release/triggers/tf2openapi.yaml b/release/triggers/tagged/tf2openapi.yaml
similarity index 90%
rename from release/triggers/tf2openapi.yaml
rename to release/triggers/tagged/tf2openapi.yaml
index f1924162ef7..a2493425a47 100644
--- a/release/triggers/tf2openapi.yaml
+++ b/release/triggers/tagged/tf2openapi.yaml
@@ -1,6 +1,6 @@
 ---
 ### Specify as necessary ###
-description: TF2OpenAPI Autobuilder
+name: tf2openapi-tagged
 substitutions:
   _COMPONENT: "tf2openapi"
   _DOCKERFILE: "./tools/tf2openapi/Dockerfile"
@@ -10,7 +10,7 @@ github:
   owner: kubeflow
   name: kfserving
   push:
-    tag: v0.*.*
+    tag: v*.*.*
 ###########################
 build:
   steps:
diff --git a/release/triggers/xgbserver.yaml b/release/triggers/tagged/xgbserver.yaml
similarity index 90%
rename from release/triggers/xgbserver.yaml
rename to release/triggers/tagged/xgbserver.yaml
index a62eda77a76..89f8ae436d6 100644
--- a/release/triggers/xgbserver.yaml
+++ b/release/triggers/tagged/xgbserver.yaml
@@ -1,6 +1,6 @@
 ---
 ### Specify as necessary ###
-description: XGB Server Autobuilder
+name: xgb-server-tagged
 substitutions:
   _COMPONENT: "xgbserver"
   _DOCKERFILE: "./python/xgb.Dockerfile"
@@ -10,7 +10,7 @@ github:
   owner: kubeflow
   name: kfserving
   push:
-    tag: v0.*.*
+    tag: v*.*.*
 ###########################
 build:
   steps: