diff --git a/.github/workflows/docker_cleanup.yml b/.github/workflows/docker_cleanup.yml
new file mode 100644
index 0000000..adade49
--- /dev/null
+++ b/.github/workflows/docker_cleanup.yml
@@ -0,0 +1,23 @@
+name: Cleanup Untagged Images
+
+on:
+  # every sunday at 00:00
+  schedule:
+    - cron: "0 0 * * SUN"
+  # or manually
+  workflow_dispatch:
+
+jobs:
+  delete-untagged-images:
+    name: Delete Untagged Images
+    runs-on: ubuntu-latest
+    steps:
+      - uses: bots-house/ghcr-delete-image-action@v1.1.0 # nosemgrep: yaml.github-actions.security.third-party-action-not-pinned-to-commit-sha.third-party-action-not-pinned-to-commit-sha
+        with:
+          # NOTE: at now only orgs is supported
+          owner: airtai
+          name: test-chat-app
+
+          token: ${{ secrets.GITHUB_TOKEN }}
+          # Keep latest N untagged images
+          untagged-keep-latest: 1
diff --git a/.github/workflows/pipeline.yml b/.github/workflows/pipeline.yml
new file mode 100644
index 0000000..07f661d
--- /dev/null
+++ b/.github/workflows/pipeline.yml
@@ -0,0 +1,81 @@
+name: Pipeline
+on: [push, workflow_dispatch]
+
+env:
+    REGISTRY: ghcr.io
+    IMAGE_NAME: ${{ github.repository }}
+    PORT: ${{ vars.PORT }}
+    WASP_WEB_CLIENT_URL: ${{ vars.WASP_WEB_CLIENT_URL }}
+    DATABASE_URL: ${{ secrets.DATABASE_URL }}
+    JWT_SECRET: ${{ secrets.JWT_SECRET }}
+    BACKEND_DOMAIN: ${{ vars.BACKEND_DOMAIN }}
+
+jobs:
+    docker_build_push:
+        runs-on: ubuntu-22.04
+        permissions:
+            contents: read
+            packages: write
+        steps:
+            - name: Checkout repository
+              uses: actions/checkout@v4
+            - uses: actions/setup-node@v3
+              with:
+                node-version: 18
+
+            - name: Install wasp
+              run: curl -sSL https://get.wasp-lang.dev/installer.sh | sh
+
+            - name: Log in to the Container registry
+              uses: docker/login-action@f054a8b539a109f9f41c372932f1ae047eff08c9
+              with:
+                  registry: ${{ env.REGISTRY }}
+                  username: ${{ github.actor }}
+                  password: ${{ secrets.GITHUB_TOKEN }}
+
+            - run: docker pull ghcr.io/$GITHUB_REPOSITORY:$GITHUB_REF_NAME || docker pull ghcr.io/$GITHUB_REPOSITORY || true
+            - name: Build wasp
+              run: wasp build
+            - run: docker build --build-arg PORT=$PORT -t ghcr.io/$GITHUB_REPOSITORY:$GITHUB_REF_NAME ./.wasp/build/
+            - name: Add tag latest if branch is main
+              if: github.ref_name == 'main'
+              run: docker tag ghcr.io/$GITHUB_REPOSITORY:$GITHUB_REF_NAME ghcr.io/$GITHUB_REPOSITORY:latest
+            - name: Push only if branch name is main
+              if: github.ref_name == 'main'
+              run: docker push ghcr.io/$GITHUB_REPOSITORY --all-tags
+
+    deploy_backend:
+        runs-on: ubuntu-22.04
+        defaults:
+            run:
+                shell: bash
+        needs: [docker_build_push]
+        if: github.ref_name == 'main'
+        container:
+            image: python:3.7-stretch
+        env:
+            GITHUB_USERNAME: ${{ github.actor }}
+            GITHUB_PASSWORD: ${{ secrets.GITHUB_TOKEN }}
+            PROD_SSH_KEY: ${{ secrets.PROD_SSH_KEY }}
+        steps:
+            - uses: actions/checkout@v3
+            # This is to fix GIT not liking owner of the checkout dir - https://github.com/actions/runner/issues/2033#issuecomment-1204205989
+            - run: chown -R $(id -u):$(id -g) $PWD
+            - run: echo "TAG=latest" >> $GITHUB_ENV
+            # - run: if [[ $GITHUB_REF_NAME == "main" ]]; then printenv PROD_CONFIG > "$(pwd)/.env" ; else printenv STAGING_CONFIG > "$(pwd)/.env" ; fi;
+            - run: sed 's/\"//g' .env >> $GITHUB_ENV
+            - run: echo "PATH=$PATH:/github/home/.local/bin" >> $GITHUB_ENV
+            - run: 'which ssh-agent || ( apt-get update -y && apt-get install openssh-client git -y )'
+            - run: eval $(ssh-agent -s)
+            - run: mkdir -p ~/.ssh
+            - run: chmod 700 ~/.ssh
+            - run: ssh-keyscan "$DOMAIN" >> ~/.ssh/known_hosts
+            - run: chmod 644 ~/.ssh/known_hosts
+            - run: echo "$SSH_KEY" | base64 --decode > key.pem
+            - run: chmod 600 key.pem
+
+            # - run: if [[ $GITHUB_REF_NAME == "main" ]]; then echo "DOMAIN=api.airt.ai" >> $GITHUB_ENV ; else echo "DOMAIN=api.staging.airt.ai" >> $GITHUB_ENV ; fi;
+            - run: ssh -o StrictHostKeyChecking=no -i key.pem azureuser@"$BACKEND_DOMAIN" "docker images"
+            - run: sh scripts/deploy_backend.sh
+
+            - run: rm key.pem
diff --git a/scripts/deploy_backend.sh b/scripts/deploy_backend.sh
new file mode 100755
index 0000000..cbd9bb7
--- /dev/null
+++ b/scripts/deploy_backend.sh
@@ -0,0 +1,72 @@
+#!/bin/bash
+
+
+if test -z "$TAG"
+then
+	echo "ERROR: TAG variable must be defined, exiting"
+	exit -1
+fi
+
+if test -z "$GITHUB_USERNAME"
+then
+	echo "ERROR: GITHUB_USERNAME variable must be defined, exiting"
+	exit -1
+fi
+
+if test -z "$GITHUB_PASSWORD"
+then
+	echo "ERROR: GITHUB_PASSWORD variable must be defined, exiting"
+	exit -1
+fi
+
+
+if [ ! -f key.pem ]; then
+    echo "ERROR: key.pem file not found"
+    exit -1
+fi
+
+
+if test -z "$BACKEND_DOMAIN"
+then
+	echo "ERROR: BACKEND_DOMAIN variable must be defined, exiting"
+	exit -1
+fi
+
+if test -z "$PORT"
+then
+	echo "ERROR: PORT variable must be defined, exiting"
+	exit -1
+fi
+
+if test -z "$DATABASE_URL"
+then
+	echo "ERROR: DATABASE_URL variable must be defined, exiting"
+	exit -1
+fi
+
+if test -z "$WASP_WEB_CLIENT_URL"
+then
+	echo "ERROR: WASP_WEB_CLIENT_URL variable must be defined, exiting"
+	exit -1
+fi
+
+if test -z "$JWT_SECRET"
+then
+	echo "ERROR: JWT_SECRET variable must be defined, exiting"
+	exit -1
+fi
+
+echo "INFO: stopping already running docker container"
+ssh -o StrictHostKeyChecking=no -i key.pem azureuser@"$BACKEND_DOMAIN" "docker stop wasp-backend || echo 'No containers available to stop'"
+ssh -o StrictHostKeyChecking=no -i key.pem azureuser@"$BACKEND_DOMAIN" "docker container prune -f || echo 'No stopped containers to delete'"
+
+echo "INFO: pulling docker image"
+ssh -o StrictHostKeyChecking=no -i key.pem azureuser@"$BACKEND_DOMAIN" "echo $GITHUB_PASSWORD | docker login -u '$GITHUB_USERNAME' --password-stdin '$REGISTRY'"
+ssh -o StrictHostKeyChecking=no -i key.pem azureuser@"$BACKEND_DOMAIN" "docker pull ghcr.io/$GITHUB_REPOSITORY:'$TAG'"
+sleep 10
+
+echo "Deleting old image"
+ssh -o StrictHostKeyChecking=no -i key.pem azureuser@"$BACKEND_DOMAIN" "docker system prune -f || echo 'No images to delete'"
+
+echo "INFO: starting docker container"
+ssh -o StrictHostKeyChecking=no -i key.pem azureuser@"$BACKEND_DOMAIN" "docker run --rm --name wasp-backend -e PORT -e DATABASE_URL -e WASP_WEB_CLIENT_URL -e JWT_SECRET ghcr.io/$GITHUB_REPOSITORY:$TAG -d"