diff --git a/.github/workflows/pipeline.yaml b/.github/workflows/pipeline.yaml
new file mode 100644
index 0000000..8679422
--- /dev/null
+++ b/.github/workflows/pipeline.yaml
@@ -0,0 +1,36 @@
+on:
+  push:
+    branches: [ datree ]
+  pull_request:
+    branches: [ datree ]
+    
+env:
+  DATREE_TOKEN: ${{ secrets.DATREE_TOKEN }} 
+
+jobs:
+  k8sPolicyCheck:
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: checkout
+        uses: actions/checkout@v2
+      - name: run datree policy check
+        uses: datreeio/action-datree@main
+        with:
+          path: 'kubernetes/datree/example/deployment.yaml'
+          cliArguments: '--only-k8s-files'
+      - name: docker login
+        env:
+          DOCKER_USER: ${{ secrets.DOCKER_USER }}   
+          DOCKER_PASSWORD: ${{ secrets.DOCKER_PASSWORD }}  
+        run: |
+          docker login -u $DOCKER_USER -p $DOCKER_PASSWORD
+      - name: build
+        run: |
+          docker build ./c# -t aimvector/csharp:1.0.0
+      - name: push
+        run: |
+          docker push aimvector/csharp:1.0.0
+      - name: deploy
+        run: |
+          echo 'deploying...'
\ No newline at end of file
diff --git a/kubernetes/datree/README.md b/kubernetes/datree/README.md
index fc2e0e6..8ddf93e 100644
--- a/kubernetes/datree/README.md
+++ b/kubernetes/datree/README.md
@@ -12,6 +12,8 @@ Let's run a small Alpine linux container
 docker run -it -v ${PWD}:/work -v ${HOME}/.kube/:/root/.kube/ -w /work --net host alpine sh 
 ```
 
+### Install some dependancies 
+
 Let's install `curl` and `unzip` because the installation script uses those. <br/>
 We will also install `sudo` since we are running in a container as root and install scripts have `sudo` commands in them.
 
@@ -19,12 +21,15 @@ We will also install `sudo` since we are running in a container as root and inst
 apk add curl unzip bash sudo
 ```
 
+### Automatic Installation
+
 We can install the latest version of Datree with the command advertised:
 
 ```
 curl https://get.datree.io | /bin/bash
 ```
 
+### Manual Installation
 
 Or we can grab a specific version of `datree` on the GitHub releases page. </br>
 For example: [1.5.20](https://github.com/datreeio/datree/releases/tag/1.5.20) binary
@@ -63,10 +68,10 @@ Use "datree [command] --help" for more information about a command.
 
 ```
 
-## Test Kubernetes Manifests
+## Testing Kubernetes Manifests
 
 We have a number of Kubernetes manifests in this repo. </br>
-Datree does a few things for us. </br>
+Datree does a few things for us: </br>
 * YAML validation ( Is this YAML well formatted ? )
 * Schema validation. ( Is this a Kubernetes YAML file ? For the right version ? )
 * Policy checks ( Checks YAML to ensure good practises are followed )
@@ -150,11 +155,9 @@ Checkout the link to access the UI which helps us manage our policies. </br>
 ## Policy examples
 
 One of the key features about policies is that we can apply rule sets for specific environments. </br>
-Perhaps you have a development environment where policies are a little loose and a staging server that </br>
-has tighter restrictions to match production, or even a regulated environment that has very tight controls. </br>
+Perhaps you have a development environment where policies are a little loose and a staging server that has tighter restrictions to match production, or even a regulated environment that has very tight controls. </br>
 
 We can use the Datree UI to create policies with different sets of rules. </br>
-
 We can then tell `datree` about the policy we want it to test against:
 
 ```
@@ -332,7 +335,7 @@ Fetching resources, this may take some time depending on the amount of resources
 | Total rules skipped               | 0                                                    |
 | Total rules failed                | 0                                                    |
 | Total rules passed                | 21                                                   |
-| See all rules in policy           | https://app.datree.io/login?t=bkVXgLsNQQ1F58hbu7tceE |
+| See all rules in policy           | https://app.datree.io/login?t=xxxxxxxxxxxxxxxxxxxxxx |
 +-----------------------------------+------------------------------------------------------+
 
 The following cluster resources in namespace 'examples' were checked:
@@ -374,8 +377,8 @@ helm datree test example-app \
 
 ## Kustomize
 
-What if I don't use `helm` and use `kustomize` ? <br/>
-Datree has out the box built in `kustomize` support <br/>
+What if I don't use `helm` and use `kustomize` instead ? <br/>
+Datree has out the box built-in `kustomize` support <br/>
 Let's test our `kustomize` template from a video I did on `kustomize`
 
 ```
diff --git a/kubernetes/datree/github-actions/datree.yaml b/kubernetes/datree/github-actions/datree.yaml
index d6b6026..8679422 100644
--- a/kubernetes/datree/github-actions/datree.yaml
+++ b/kubernetes/datree/github-actions/datree.yaml
@@ -1,22 +1,36 @@
-on:
-  push:
-    branches: [ datree ]
-  pull_request:
-    branches: [ datree ]
-    
-env:
-  DATREE_TOKEN: ${{ secrets.DATREE_TOKEN }} 
-
-jobs:
-  k8sPolicyCheck:
-    runs-on: ubuntu-latest
-
-    steps:
-      - name: Checkout
-        uses: actions/checkout@v2
-        
-      - name: Run Datree Policy Check
-        uses: datreeio/action-datree@main
-        with:
-          path: 'kubernetes/tutorials/basics/yaml/*'
-          cliArguments: '--only-k8s-files'
\ No newline at end of file
+on:
+  push:
+    branches: [ datree ]
+  pull_request:
+    branches: [ datree ]
+    
+env:
+  DATREE_TOKEN: ${{ secrets.DATREE_TOKEN }} 
+
+jobs:
+  k8sPolicyCheck:
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: checkout
+        uses: actions/checkout@v2
+      - name: run datree policy check
+        uses: datreeio/action-datree@main
+        with:
+          path: 'kubernetes/datree/example/deployment.yaml'
+          cliArguments: '--only-k8s-files'
+      - name: docker login
+        env:
+          DOCKER_USER: ${{ secrets.DOCKER_USER }}   
+          DOCKER_PASSWORD: ${{ secrets.DOCKER_PASSWORD }}  
+        run: |
+          docker login -u $DOCKER_USER -p $DOCKER_PASSWORD
+      - name: build
+        run: |
+          docker build ./c# -t aimvector/csharp:1.0.0
+      - name: push
+        run: |
+          docker push aimvector/csharp:1.0.0
+      - name: deploy
+        run: |
+          echo 'deploying...'
\ No newline at end of file