Setup

During the setup phase, you’re going to:

• Setup a Git repository where this project will live.
• Install all required dependencies (if you haven’t already).
• Set up the NodeJS application that you’re going to deploy to the cloud.
• Acquire the assets used for the application.

Let’s get building!

Create the Git repository

Create a new Git project where we’re going to store the IaC for our live infrastructure.

mkdir terralith-to-terragrunt
cd terralith-to-terragrunt
git init

Install dependencies with mise

(Assuming you are using it) Use mise to download, install and pin the version of tools you’re going to use in this project.

mise use terragrunt@0.83.2
mise use opentofu@1.10.3
mise use aws@2.27.63
mise use node@22.17.1

You should now have a local mise.toml file that looks like the following with all the tools pinned that you need.

mise.toml

[tools]
aws = "2.27.63"
node = "22.17.1"
opentofu = "1.10.3"
terragrunt = "0.83.2"

Setting up the app

Now that you have the tools installed that are going to be used for this project, you’ll want to setup the application we’re going to be managing throughout the project.

It’s not a very interesting application (it was vibe coded pretty quickly), and the details of how it works aren’t that important to the topic of this blog post. Corners were also cut when designing the application to minimize the resources you have to provision, so don’t design any of your applications based on what you see there.

Create the application directory structure

First, create the application directory structure:

mkdir -p app/best-cat
cd app/best-cat

Next, copy the application files into the new directory you just created.

package.json

{
  "name": "best-cat",
  "version": "1.0.0",
  "description": "Vote for the best cat",
  "main": "index.js",
  "type": "module",
  "scripts": {
    "package": "zip -r ../../dist/best-cat.zip . -x '*.git*' 'node_modules/.cache/*'"
  },
  "dependencies": {
    "@aws-sdk/client-s3": "^3.420.0",
    "@aws-sdk/client-dynamodb": "^3.420.0",
    "@aws-sdk/lib-dynamodb": "^3.420.0",
    "@aws-sdk/s3-request-presigner": "^3.420.0",
    "handlebars": "^4.7.8"
  },
  "engines": {
    "node": ">=22.0.0"
  }
}

index.js

import { S3Client, ListObjectsV2Command, GetObjectCommand } from '@aws-sdk/client-s3';
import { DynamoDBClient } from '@aws-sdk/client-dynamodb';
import { DynamoDBDocumentClient, GetCommand, UpdateCommand, ScanCommand } from '@aws-sdk/lib-dynamodb';
import { getSignedUrl } from '@aws-sdk/s3-request-presigner';
import { readFileSync } from 'fs';
import { join, dirname } from 'path';
import { fileURLToPath } from 'url';
import Handlebars from 'handlebars';

const s3Client = new S3Client({
  maxAttempts: 3,
  requestHandler: {
    keepAlive: true
  }
});
const dynamoClient = new DynamoDBClient({
  maxAttempts: 3,
  requestHandler: {
    keepAlive: true
  }
});
const dynamodb = DynamoDBDocumentClient.from(dynamoClient);

// Get the directory path for ES modules
const __filename = fileURLToPath(import.meta.url);
const __dirname = dirname(__filename);

// Load static files
const templateHtml = readFileSync(join(__dirname, 'template.html'), 'utf8');
const stylesCss = readFileSync(join(__dirname, 'styles.css'), 'utf8');
const scriptJs = readFileSync(join(__dirname, 'script.js'), 'utf8');

// Compile Handlebars template
const template = Handlebars.compile(templateHtml);

// Server-side cache for presigned URLs
const presignedUrlCache = new Map();

// Server-side cache for S3 list response
const s3ListCache = {
  data: null,
  lastUpdated: 0,
  ttl: 10 * 1000 // 10 seconds
};

// Cache cleanup interval (every 5 minutes)
const CACHE_CLEANUP_INTERVAL = 5 * 60 * 1000;

// Initialize cache cleanup
setInterval(cleanupExpiredCache, CACHE_CLEANUP_INTERVAL);

// Function to clean up expired cache entries
function cleanupExpiredCache() {
  const now = Date.now();

  // Clean up presigned URL cache
  for (const [key, cacheEntry] of presignedUrlCache.entries()) {
    if (now > cacheEntry.expiresAt) {
      presignedUrlCache.delete(key);
    }
  }

  // Clean up S3 list cache if expired
  if (s3ListCache.data && (now - s3ListCache.lastUpdated) > s3ListCache.ttl) {
    s3ListCache.data = null;
    s3ListCache.lastUpdated = 0;
  }
}

// Function to get or generate presigned URL with caching
async function getCachedPresignedUrl(bucketName, imageKey) {
  const cacheKey = `${bucketName}:${imageKey}`;
  const now = Date.now();

  // Check if we have a valid cached URL
  const cached = presignedUrlCache.get(cacheKey);
  if (cached && now < cached.expiresAt) {
    return cached.url;
  }

  // Generate new presigned URL
  const getObjectCommand = new GetObjectCommand({
    Bucket: bucketName,
    Key: imageKey
  });

  const presignedUrl = await getSignedUrl(s3Client, getObjectCommand, { expiresIn: 3600 });

  // Cache the URL with expiration
  presignedUrlCache.set(cacheKey, {
    url: presignedUrl,
    expiresAt: now + (3600 * 1000) // 1 hour from now
  });

  return presignedUrl;
}

// Function to get cached S3 list data
async function getCachedS3List(bucketName) {
  const now = Date.now();

  // Check if we have valid cached data
  if (s3ListCache.data && (now - s3ListCache.lastUpdated) < s3ListCache.ttl) {
    console.log('Using cached S3 list data');
    return s3ListCache.data;
  }

  // Fetch fresh data from S3
  console.log('Fetching fresh S3 list data');
  const listCommand = new ListObjectsV2Command({
    Bucket: bucketName,
    MaxKeys: 100
  });
  const listResponse = await s3Client.send(listCommand);

  // Cache the response if we got data
  if (listResponse.Contents && listResponse.Contents.length > 0) {
    s3ListCache.data = listResponse;
    s3ListCache.lastUpdated = now;
    console.log(`Cached S3 list with ${listResponse.Contents.length} objects`);
  }

  return listResponse;
}

export async function handler(event) {
  const bucketName = process.env.S3_BUCKET_NAME;
  const tableName = process.env.DYNAMODB_TABLE_NAME;

  try {
    // Parse the request - Lambda function URLs have a different event structure
    const method = event.requestContext?.http?.method || event.httpMethod;
    const path = event.rawPath || event.path || '/';

    console.log('Request:', { method, path, event });

    // Serve static files
    if (method === 'GET' && path === '/styles.css') {
      return {
        statusCode: 200,
        headers: {
          'Content-Type': 'text/css',
          'Cache-Control': 'public, max-age=3600'
        },
        body: stylesCss
      };
    }

    if (method === 'GET' && path === '/script.js') {
      return {
        statusCode: 200,
        headers: {
          'Content-Type': 'application/javascript',
          'Cache-Control': 'public, max-age=3600'
        },
        body: scriptJs
      };
    }

    // Serve images with caching headers
    if (method === 'GET' && path.startsWith('/image/')) {
      const imageKey = path.substring(7); // Remove '/image/' prefix

      try {
        const presignedUrl = await getCachedPresignedUrl(bucketName, imageKey);

        return {
          statusCode: 302, // Redirect to presigned URL
          headers: {
            'Location': presignedUrl,
            'Cache-Control': 'public, max-age=3600, immutable'
          }
        };
      } catch (error) {
        console.error('Error generating presigned URL:', error);
        return {
          statusCode: 404,
          headers: {
            'Content-Type': 'text/html'
          },
          body: '<h1>Image not found</h1>'
        };
      }
    }

    // Main page - serve HTML
    if (method === 'GET' && (path === '/' || path === '')) {
      // Get all images from S3 (with caching)
      const listResponse = await getCachedS3List(bucketName);

      // Get all vote counts from DynamoDB
      const scanCommand = new ScanCommand({
        TableName: tableName
      });
      const votesResponse = await dynamodb.send(scanCommand);
      const votesMap = {};
      if (votesResponse.Items) {
        votesResponse.Items.forEach(item => {
          votesMap[item.image_id] = item.votes || 0;
        });
      }

      // Filter and prepare image data first
      const imageObjects = (listResponse.Contents || []).filter(obj =>
        obj.Key && obj.Key.match(/\.(jpg|jpeg|png|gif|webp)$/i)
      );

      // Generate presigned URLs in parallel for better performance
      const imagesWithUrls = await Promise.all(
        imageObjects.map(async (obj) => {
          const presignedUrl = await getCachedPresignedUrl(bucketName, obj.Key);
          return {
            key: obj.Key,
            keyId: obj.Key.replace(/[^a-zA-Z0-9]/g, '-'),
            url: presignedUrl,
            votes: votesMap[obj.Key] || 0
          };
        })
      );

      // Sort images by vote count (highest votes first)
      imagesWithUrls.sort((a, b) => b.votes - a.votes);

      // Render the template with data
      const html = template({
        images: imagesWithUrls
      });

      return {
        statusCode: 200,
        headers: {
          'Content-Type': 'text/html',
          'Cache-Control': 'public, max-age=60, s-maxage=300'
        },
        body: html
      };
    }

    // API endpoint for voting
    if (method === 'POST' && path.startsWith('/vote/')) {
      const parts = path.split('/');
      const imageId = parts[2];
      const voteType = parts[3]; // 'up' or 'down'

      const voteIncrement = voteType === 'up' ? 1 : -1;

      // Update vote count in DynamoDB
      const updateCommand = new UpdateCommand({
        TableName: tableName,
        Key: { image_id: imageId },
        UpdateExpression: 'SET votes = if_not_exists(votes, :zero) + :inc',
        ExpressionAttributeValues: {
          ':inc': voteIncrement,
          ':zero': 0
        },
        ReturnValues: 'UPDATED_NEW'
      });
      const result = await dynamodb.send(updateCommand);

              return {
          statusCode: 200,
          headers: {
            'Content-Type': 'application/json'
          },
          body: JSON.stringify({
            message: 'Vote recorded successfully',
            image_id: imageId,
            new_vote_count: result.Attributes.votes
          })
        };
    }

    // API endpoint to get current vote counts
    if (method === 'GET' && path === '/api/votes') {
      const scanCommand = new ScanCommand({
        TableName: tableName
      });
      const votes = await dynamodb.send(scanCommand);

              return {
          statusCode: 200,
          headers: {
            'Content-Type': 'application/json'
          },
          body: JSON.stringify({
            votes: votes.Items || []
          })
        };
    }

    // For any other GET request, serve the main page (helpful for debugging)
    if (method === 'GET') {
      console.log('Serving main page for path:', path);

      // Get all images from S3 (with caching)
      const listResponse = await getCachedS3List(bucketName);

      // Get all vote counts from DynamoDB
      const scanCommand = new ScanCommand({
        TableName: tableName
      });
      const votesResponse = await dynamodb.send(scanCommand);
      const votesMap = {};
      if (votesResponse.Items) {
        votesResponse.Items.forEach(item => {
          votesMap[item.image_id] = item.votes || 0;
        });
      }

      // Filter and prepare image data efficiently
      const imageObjects = (listResponse.Contents || []).filter(obj =>
        obj.Key && obj.Key.match(/\.(jpg|jpeg|png|gif|webp)$/i)
      );

      const imagesWithUrls = imageObjects.map(obj => ({
        key: obj.Key,
        keyId: obj.Key.replace(/[^a-zA-Z0-9]/g, '-'),
        votes: votesMap[obj.Key] || 0
      }));

      // Sort images by vote count (highest votes first)
      imagesWithUrls.sort((a, b) => b.votes - a.votes);

      // Render the template with data
      const html = template({
        images: imagesWithUrls
      });

      return {
        statusCode: 200,
        headers: {
          'Content-Type': 'text/html',
          'Cache-Control': 'public, max-age=60, s-maxage=300'
        },
        body: html
      };
    }

    // Default response for unknown endpoints
    return {
      statusCode: 404,
      headers: {
        'Content-Type': 'text/html'
      },
      body: `
        <html>
          <head><title>404 - Not Found</title></head>
          <body>
            <h1>404 - Page Not Found</h1>
            <p>The requested page could not be found.</p>
            <p>Method: ${method}, Path: ${path}</p>
            <a href="/">Go back to the main page</a>
          </body>
        </html>
      `
    };

  } catch (error) {
    console.error('Error:', error);

    return {
      statusCode: 500,
      headers: {
        'Content-Type': 'text/html'
      },
      body: `
        <html>
          <head><title>500 - Server Error</title></head>
          <body>
            <h1>500 - Internal Server Error</h1>
            <p>An error occurred while processing your request.</p>
            <a href="/">Go back to the main page</a>
          </body>
        </html>
      `
    };
  }
}

template.html

<!DOCTYPE html>
<html lang="en">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>Best Cat Voting</title>
    <link rel="stylesheet" href="/styles.css">
</head>
<body>
    <div class="container">
        <h1>🐱 Vote for the Best Cat! 🐱</h1>

        <div class="images-grid" id="imagesGrid">
            {{#if images.length}}
                {{#each images}}
                <div class="image-card" data-image-key="{{this.key}}">
                    <div class="image-container">
                        <img src="/image/{{this.key}}" alt="Cat image" loading="lazy" decoding="async">
                    </div>
                    <div class="voting-section">
                        <div class="vote-count" id="votes-{{this.keyId}}">{{this.votes}}</div>
                        <div class="vote-buttons">
                            <button class="vote-btn up" onclick="vote('{{this.key}}', 'up')" title="Vote Up">⬆️</button>
                            <button class="vote-btn down" onclick="vote('{{this.key}}', 'down')" title="Vote Down">⬇️</button>
                        </div>

                    </div>
                </div>
                {{/each}}
            {{else}}
                <div class="no-images">No images found. Upload some cat pictures to get started!</div>
            {{/if}}
        </div>
    </div>

    <script src="/script.js"></script>
</body>
</html>

styles.css

* {
    margin: 0;
    padding: 0;
    box-sizing: border-box;
}

body {
    font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
    background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
    min-height: 100vh;
    margin: 0;
    padding: 0;
    display: flex;
    align-items: center;
    justify-content: center;
}

.container {
    max-width: 1200px;
    width: 100%;
    padding: 20px;
    text-align: center;
}

h1 {
    text-align: center;
    color: white;
    margin-bottom: 40px;
    font-size: 3rem;
    text-shadow: 2px 2px 4px rgba(0,0,0,0.3);
    font-weight: 700;
    letter-spacing: 1px;
}

.images-grid {
    display: grid;
    grid-template-columns: repeat(auto-fill, minmax(320px, 1fr));
    gap: 25px;
    margin-top: 30px;
    justify-items: center;
}

.image-card {
    background: white;
    border-radius: 20px;
    overflow: hidden;
    box-shadow: 0 15px 35px rgba(0,0,0,0.15);
    transition: all 0.3s ease;
    width: 100%;
    max-width: 350px;
}

.image-card:hover {
    transform: translateY(-8px);
    box-shadow: 0 20px 50px rgba(0,0,0,0.25);
}

.image-container {
    position: relative;
    width: 100%;
    height: 250px;
    overflow: hidden;
}

.image-container img {
    width: 100%;
    height: 100%;
    object-fit: cover;
    transition: transform 0.3s ease;
}

.image-card:hover .image-container img {
    transform: scale(1.05);
}

.voting-section {
    padding: 20px;
    text-align: center;
}

.vote-count {
    font-size: 1.8rem;
    font-weight: bold;
    color: #333;
    margin-bottom: 20px;
    background: linear-gradient(135deg, #667eea, #764ba2);
    -webkit-background-clip: text;
    -webkit-text-fill-color: transparent;
    background-clip: text;
}

.vote-buttons {
    display: flex;
    justify-content: center;
    gap: 10px;
}

.vote-btn {
    background: none;
    border: 2px solid #e0e0e0;
    border-radius: 50%;
    width: 55px;
    height: 55px;
    font-size: 1.6rem;
    cursor: pointer;
    transition: all 0.3s ease;
    display: flex;
    align-items: center;
    justify-content: center;
    position: relative;
    overflow: hidden;
}

.vote-btn:hover {
    border-color: #667eea;
    background: linear-gradient(135deg, #667eea, #764ba2);
    color: white;
    transform: scale(1.1);
    box-shadow: 0 5px 15px rgba(102, 126, 234, 0.4);
}

.vote-btn:active {
    transform: scale(0.95);
}

.vote-btn.up:hover {
    border-color: #4CAF50;
    background: linear-gradient(135deg, #4CAF50, #45a049);
    box-shadow: 0 5px 15px rgba(76, 175, 80, 0.4);
}

.vote-btn.down:hover {
    border-color: #f44336;
    background: linear-gradient(135deg, #f44336, #d32f2f);
    box-shadow: 0 5px 15px rgba(244, 67, 54, 0.4);
}

.vote-btn:disabled {
    cursor: not-allowed;
    opacity: 0.6;
    transform: none !important;
}

.vote-btn:disabled:hover {
    border-color: #e0e0e0;
    background: none;
    box-shadow: none;
    transform: none;
}

.loading {
    text-align: center;
    color: white;
    font-size: 1.2rem;
    margin: 50px 0;
}

.no-images {
    text-align: center;
    color: white;
    font-size: 1.4rem;
    margin: 60px auto;
    line-height: 1.6;
    background: rgba(255, 255, 255, 0.1);
    padding: 40px;
    border-radius: 15px;
    backdrop-filter: blur(10px);
    border: 1px solid rgba(255, 255, 255, 0.2);
    max-width: 500px;
    width: 100%;
    grid-column: 1 / -1;
    justify-self: center;
}

@media (max-width: 768px) {
    .images-grid {
        grid-template-columns: repeat(auto-fill, minmax(280px, 1fr));
        gap: 20px;
    }

    h1 {
        font-size: 2.2rem;
        margin-bottom: 30px;
    }

    .vote-btn {
        width: 50px;
        height: 50px;
        font-size: 1.4rem;
    }

    .no-images {
        font-size: 1.2rem;
        padding: 30px;
        margin: 40px 0;
    }
}

script.js

// Global variable to store the base URL for API calls
let baseUrl = '';

// Initialize the application
document.addEventListener('DOMContentLoaded', function() {
    // Set the base URL from the current location
    baseUrl = window.location.origin;

    // Add click effects to vote buttons
    const voteButtons = document.querySelectorAll('.vote-btn');
    voteButtons.forEach(button => {
        button.addEventListener('click', function() {
            // Create a subtle click effect
            this.style.transform = 'scale(0.9)';
            setTimeout(() => {
                this.style.transform = '';
            }, 150);
        });
    });
});

// Function to handle voting asynchronously
async function vote(imageKey, voteType) {
    const voteElement = document.getElementById(`votes-${imageKey.replace(/[^a-zA-Z0-9]/g, '-')}`);
    const voteButtons = document.querySelectorAll(`[data-image-key="${imageKey}"] .vote-btn`);

    if (!voteElement) return;

    // Get current vote count
    const currentVotes = parseInt(voteElement.textContent) || 0;
    const voteIncrement = voteType === 'up' ? 1 : -1;

    // Optimistically update the UI immediately
    const newVoteCount = currentVotes + voteIncrement;
    voteElement.textContent = newVoteCount;

    // Add immediate visual feedback
    voteElement.style.transform = 'scale(1.2)';
    voteElement.style.color = voteType === 'up' ? '#4CAF50' : '#f44336';

    // Disable vote buttons to prevent double-clicking
    voteButtons.forEach(btn => {
        btn.disabled = true;
        btn.style.opacity = '0.6';
    });

    // Send vote request asynchronously
    const votePromise = fetch(`${baseUrl}/vote/${imageKey}/${voteType}`, {
        method: 'POST',
        headers: {
            'Content-Type': 'application/json'
        }
    });

    try {
        const response = await votePromise;

        if (response.ok) {
            const result = await response.json();

            // Update with actual server response
            voteElement.textContent = result.new_vote_count;

            // Success animation
            voteElement.style.transform = 'scale(1.1)';
            setTimeout(() => {
                voteElement.style.transform = 'scale(1)';
                voteElement.style.color = '';
            }, 300);

        } else {
            // Revert optimistic update on error
            voteElement.textContent = currentVotes;
            console.error('Vote failed:', response.statusText);

            // Show error feedback
            voteElement.style.transform = 'scale(1.1)';
            voteElement.style.color = '#f44336';
            setTimeout(() => {
                voteElement.style.transform = 'scale(1)';
                voteElement.style.color = '';
            }, 300);

            // Show user-friendly error message
            showNotification('Vote failed. Please try again.', 'error');
        }
    } catch (error) {
        // Revert optimistic update on network error
        voteElement.textContent = currentVotes;
        console.error('Error voting:', error);

        // Show error feedback
        voteElement.style.transform = 'scale(1.1)';
        voteElement.style.color = '#f44336';
        setTimeout(() => {
            voteElement.style.transform = 'scale(1)';
            voteElement.style.color = '';
        }, 300);

        // Show user-friendly error message
        showNotification('Network error. Please check your connection.', 'error');
    } finally {
        // Re-enable vote buttons
        voteButtons.forEach(btn => {
            btn.disabled = false;
            btn.style.opacity = '1';
        });
    }
}

// Function to show notifications
function showNotification(message, type = 'info') {
    // Remove existing notifications
    const existingNotification = document.querySelector('.notification');
    if (existingNotification) {
        existingNotification.remove();
    }

    // Create notification element
    const notification = document.createElement('div');
    notification.className = `notification notification-${type}`;
    notification.textContent = message;

    // Add styles
    notification.style.cssText = `
        position: fixed;
        top: 20px;
        right: 20px;
        padding: 12px 20px;
        border-radius: 8px;
        color: white;
        font-weight: 500;
        z-index: 1000;
        transform: translateX(100%);
        transition: transform 0.3s ease;
        max-width: 300px;
        word-wrap: break-word;
    `;

    // Set background color based on type
    if (type === 'error') {
        notification.style.backgroundColor = '#f44336';
    } else if (type === 'success') {
        notification.style.backgroundColor = '#4CAF50';
    } else {
        notification.style.backgroundColor = '#2196F3';
    }

    // Add to page
    document.body.appendChild(notification);

    // Animate in
    setTimeout(() => {
        notification.style.transform = 'translateX(0)';
    }, 100);

    // Auto-remove after 3 seconds
    setTimeout(() => {
        notification.style.transform = 'translateX(100%)';
        setTimeout(() => {
            if (notification.parentNode) {
                notification.remove();
            }
        }, 300);
    }, 3000);
}

package-lock.json

{
  "name": "best-cat",
  "version": "1.0.0",
  "lockfileVersion": 3,
  "requires": true,
  "packages": {
    "": {
      "name": "best-cat",
      "version": "1.0.0",
      "dependencies": {
        "@aws-sdk/client-dynamodb": "^3.420.0",
        "@aws-sdk/client-s3": "^3.420.0",
        "@aws-sdk/lib-dynamodb": "^3.420.0",
        "@aws-sdk/s3-request-presigner": "^3.420.0",
        "handlebars": "^4.7.8"
      },
      "engines": {
        "node": ">=22.0.0"
      }
    },
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}

You should end up with an app/best-cat directory that looks like this:

• Directoryapp

  • Directorybest-cat

    • index.js
    • package-lock.json
    • package.json
    • script.js
    • styles.css
    • template.html

Packaging the app

Once you have the app stored in app/best-cat, you’ll want to create the dist directory, then package the application for delivery to a lambda function.

mkdir dist
cd app/best-cat
npm i
npm run package

I also recommend adding the following .gitignore file to your dist directory so you don’t accidentally commit any other content in this directory to your repository:

dist/.gitignore

*
!.gitignore

Generating assets

You’ll also want some assets to use in this project to make it more fun. I generated a bunch of cat pictures using Gemini, but feel free to use stock photos or something else to generate the assets.

I would recommend that you place the images in the same location I did (dist/static), so that the convenience scripts I wrote work out of the box without modification.

This is what my dist directory looks like after following these steps:

• Directorydist

  • best-cat.zip
  • Directorystatic

    • 01-cat.png
    • 02-cat.png
    • 03-cat.png
    • 04-cat.png
    • 05-cat.png
    • 06-cat.png
    • 07-cat.png
    • 08-cat.png
    • 09-cat.png
    • 10-cat.png

Our end goal is to host a site that looks like this in AWS using these artifacts: