diff --git a/.github/workflows/test-migration.yml b/.github/workflows/test-migration.yml
index 75d8dee..0a95d3a 100644
--- a/.github/workflows/test-migration.yml
+++ b/.github/workflows/test-migration.yml
@@ -18,26 +18,11 @@ jobs:
 
     steps:
     - name: Checkout code
-      uses: actions/checkout@v3
+      uses: actions/checkout@v4
 
-    - name: Authenticate with GCP
-      uses: google-github-actions/auth@v1
-      with:
-        credentials_json: ${{ secrets.GCP_SA_KEY }}
-
-    - name: Set up Cloud SDK
-      uses: google-github-actions/setup-gcloud@v1
-
-    - name: Use gcloud CLI
-      run: gcloud info
-
-    - name: Configure Docker to authenticate with GCR
-      run: |
-        gcloud auth configure-docker
-    
-    - name: Pull PostgreSQL image from GCP
+    - name: Build PostgreSQL container
       run: |
-        docker pull gcr.io/$GCP_PROEJCT_ID/$DB_HOST:latest
+        docker build -t $DB_HOST:latest ./db
 
     - name: Start PostgreSQL container
       run: |
@@ -48,7 +33,7 @@ jobs:
           -e RESTORE_FROM_BACKUP=True \
           -e DB_BACKUP_URL=$DB_BACKUP_URL \
           -p 5432:5432 \
-          gcr.io/$GCP_PROEJCT_ID/$DB_HOST:latest
+          $DB_HOST:latest
 
     - name: Install Sequelize CLI and dependencies
       run: |
diff --git a/README.md b/README.md
index 6a4cbf1..9246f8d 100644
--- a/README.md
+++ b/README.md
@@ -6,18 +6,19 @@ This application is based off of the reference app at [pvcy/anonymize-demo](http
 
 ## Overview
 This sample app runs a GitHub workflow to verify success when pull requests contain database migration code.
-The app uses two GitHub workflows, `build-and-push.yml` and `test-migration.yml`, to coordinate everything. The first workflow, `build-and-push.yml`, builds and stores a container image from the `/db` directory which will load data from a GCS bucket at startup. The second worklow, `test-migration.yml`, detects when migration changes in pull requests exist and runs the database container with a full copy of production data against which migrations can be tested. The success or failur of the migration is added as a comment to the pull request. 
+The app uses a GitHub workflow, `test-migration.yml`, to detect when pull requests contain database migrations and runs the database container with a full copy of production data to test against. The success or failure of the migration is added as a comment to the pull request. 
 
 ## Assumptions
-* This app assumes there is a `pg_dump` from PostgreSQL stored in a Google Cloud Storage (GCS) bucket.
 * This is a Node app and uses [Sequelize](https://sequelize.org/) to run the database migration.
 * The workflow variable `DB_BACKUP_URL` needs to be pointed at the bucket containing the backup.
 * You must have [Docker](https://www.docker.com/) installed to run the app locally.
-* This app loads the database backup into a PostgreSQL container when the workflow `test-migration` runs. If the data is exceptionally large, it may not load in time.
+* This app assumes there is a `pg_dump` from PostgreSQL stored in a Google Cloud Storage (GCS) bucket.
+* This app loads the database backup into a PostgreSQL container when the workflow runs. If the data is exceptionally large, it may not load in time.
 
 
 ## Getting started
-1. Create a backup of your production database with `pg_dump` and store it in a GCS bucket.
-2. Run the PostgreSQL database locally with the command `docker compose up --build`. This will launch the three containers defined in `/docker-compose.yml` and load the sample data (`/users-api/data/users.json`) into the database container.
-3. From the command line, run the migration with `$\users-api\src npx sequelize-cli db:migrate`. The migration should pass locally.
-4. Create a migration 
\ No newline at end of file
+1. Create a backup of your production database with `pg_dump` and store it in a bucket (GCS, S3, etc.).
+2. Make sure the environment variable `LOAD_DATA` is set to `True` in the `/docker-compose.yml` file. And make sure the environment variable `RESTORE_FROM_BACKUP` is set to `False`.
+3. Run the PostgreSQL database locally with the command `docker compose up --build`. This will launch the three containers defined in `/docker-compose.yml` and load the sample data (`/users-api/data/users.json`) into the database container.
+4. From the command line, run the migration with `$\users-api\src npx sequelize-cli db:migrate`. The migration should pass locally.
+5. Create a pull request containing the new migration file. The workflow will run and comment on the pull request with the results of the migration test.
diff --git a/db/Dockerfile b/db/Dockerfile
index 6d71224..973969b 100644
--- a/db/Dockerfile
+++ b/db/Dockerfile
@@ -3,7 +3,7 @@ FROM postgres:latest
 RUN apt-get update && apt-get install -y curl && rm -rf /var/lib/apt/lists/*
 
 # Add the loading script to the container
-COPY ./db/restore-backup.sh /restore-backup.sh
+COPY ./restore-backup.sh /restore-backup.sh
 
 # Make the script executable
 RUN chmod +x /restore-backup.sh
diff --git a/docker-compose.yml b/docker-compose.yml
index 54f03d7..12b46cc 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -2,11 +2,11 @@ version: "3.7"
 services:
   users-api:
     build:
-      context: .
-      dockerfile: users-api/Dockerfile
+      context: users-api
+      dockerfile: Dockerfile
     environment:
       DB_USERNAME: "postgres"
-      DB_PASSWORD: ${DB_PASSWORD:-dMVZFeBWLOzYRV71} #It is strongly recommended to provide DB_PASSWORD in the environment rather than use this default.
+      DB_PASSWORD: ${DB_PASSWORD}
       POSTGRES_DB: "postgres"
       DB_HOST: "users-db"
       LOAD_DATA: "True"
@@ -17,8 +17,8 @@ services:
 
   users-ui:
     build:
-      context: .
-      dockerfile: users-ui/Dockerfile
+      context: users-ui
+      dockerfile: Dockerfile
     ports:
       - 5000:80
     depends_on:
@@ -26,11 +26,11 @@ services:
 
   users-db:
     build:
-      context: .
-      dockerfile: db/Dockerfile
+      context: db
+      dockerfile: Dockerfile
     environment:
       POSTGRES_USER: "postgres"
-      POSTGRES_PASSWORD: ${DB_PASSWORD:-dMVZFeBWLOzYRV71}
+      POSTGRES_PASSWORD: ${DB_PASSWORD}
       POSTGRES_DB: "postgres"
       DB_BACKUP_URL: "https://storage.googleapis.com/anonymize-db-backups/us-west1/backup.sql"
       RESTORE_FROM_BACKUP: "False"
diff --git a/users-api/Dockerfile b/users-api/Dockerfile
index 1771461..afd4c9b 100644
--- a/users-api/Dockerfile
+++ b/users-api/Dockerfile
@@ -1,11 +1,11 @@
 FROM node:18
 
 WORKDIR /app
-COPY ./users-api/src/package*.json ./
+COPY ./src/package*.json ./
 RUN npm install
 
-COPY ./users-api/src .
-COPY ./users-api/data/ .
+COPY ./src .
+COPY ./data/ .
 
 EXPOSE 8080
 
diff --git a/users-api/src/server.js b/users-api/src/server.js
index 700df15..f2fdf20 100644
--- a/users-api/src/server.js
+++ b/users-api/src/server.js
@@ -75,18 +75,18 @@ app.use(
 
 app.get("/users", async (req, res) => {
   const page = parseInt(req.query.page, 10) || 1;
-  const pageSize = 25;
+  const pageSize = 100;
   try {
-    const users = await User.findAll({
+    const { count, rows } = await User.findAndCountAll({
       offset: (page - 1) * pageSize,
       limit: pageSize,
     });
 
     res.json({
-      totalUsers: users.length,
+      totalUsers: count,
       page: page,
       pageSize: pageSize,
-      users: users,
+      users: rows,
     });
   } catch (err) {
     console.error(err);
diff --git a/users-ui/Dockerfile b/users-ui/Dockerfile
index d34b64d..d2ccdb7 100644
--- a/users-ui/Dockerfile
+++ b/users-ui/Dockerfile
@@ -4,6 +4,6 @@ WORKDIR /usr/share/nginx
 # Remove default nginx static assets
 RUN rm -rf ./*
 
-COPY ./users-ui/src ./html
+COPY ./src ./html
 
 ENTRYPOINT ["nginx", "-g", "daemon off;"]
diff --git a/users-ui/src/index.html b/users-ui/src/index.html
index 94f2c8f..226afe8 100644
--- a/users-ui/src/index.html
+++ b/users-ui/src/index.html
@@ -45,12 +45,22 @@
       text-align: right;
       padding: 3px;
     }
+
+    .header-container {
+      display: flex;
+      justify-content: space-between;
+      align-items: center;
+      margin-bottom: 10px;
+    }
   </style>
 </head>
 
 <body>
   <h2>List of Users</h2>
-  <div class="navbuttons" id="pagination-controls"></div>
+  <div class="header-container">
+    <div>Total Users: <span id="total-users"></span></div>
+    <div class="navbuttons" id="pagination-controls"></div>
+  </div>
   <table id="usersTable">
     <thead>
       <tr>
@@ -77,6 +87,8 @@ <h2>List of Users</h2>
     fetch(API_ENDPOINT)
       .then(response => response.json())
       .then(envelope => {
+        document.getElementById('total-users').textContent = formatNumber(envelope.totalUsers);
+        
         const tableBody = document.querySelector('#usersTable tbody');
         envelope.users.forEach(user => {
           const row = document.createElement('tr');
@@ -165,6 +177,10 @@ <h2>List of Users</h2>
 
       controlsDiv.appendChild(nextLink);
     }
+
+    function formatNumber(num) {
+      return num.toString().replace(/\B(?=(\d{3})+(?!\d))/g, ",");
+    }
   </script>
 </body>