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    <title>DEV Community: Yadrs</title>
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    <item>
      <title>Deploying Spring Boot to AWS EC2 with Docker and GitHub Actions — The Repeatable Way</title>
      <dc:creator>Yadrs</dc:creator>
      <pubDate>Tue, 09 Jun 2026 15:25:09 +0000</pubDate>
      <link>https://dev.to/yadrs/deploying-spring-boot-to-aws-ec2-with-docker-and-github-actions-the-repeatable-way-55bi</link>
      <guid>https://dev.to/yadrs/deploying-spring-boot-to-aws-ec2-with-docker-and-github-actions-the-repeatable-way-55bi</guid>
      <description>&lt;p&gt;Deploying a Spring Boot application to AWS EC2 is straightforward once you've done it.&lt;/p&gt;

&lt;p&gt;Getting there the first time — and repeating the setup on your next few projects — is where the real cost appears.&lt;/p&gt;

&lt;p&gt;A production deployment is usually not just about running a JAR file.&lt;/p&gt;

&lt;p&gt;For a real-world backend, deployment often involves:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;separating local and production configuration&lt;/li&gt;
&lt;li&gt;building the application consistently&lt;/li&gt;
&lt;li&gt;packaging it with Docker&lt;/li&gt;
&lt;li&gt;managing environment variables and secrets&lt;/li&gt;
&lt;li&gt;connecting to an EC2 instance&lt;/li&gt;
&lt;li&gt;restarting the app safely&lt;/li&gt;
&lt;li&gt;automating the process after every push&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;This guide walks through the deployment workflow at a high level, the decisions involved, and why this setup becomes repetitive across projects.&lt;/p&gt;

&lt;p&gt;The goal is not to hide the details. You should understand your deployment pipeline.&lt;/p&gt;

&lt;p&gt;The real pain starts when you have to rebuild the same foundation again and again.&lt;/p&gt;




&lt;h2&gt;
  
  
  The Deployment Flow
&lt;/h2&gt;

&lt;p&gt;A typical Spring Boot EC2 deployment with GitHub Actions looks like this:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;Push to main branch
        ↓
GitHub Actions runs cd.yml
        ↓
GitHub Actions connects to EC2 using SSH
        ↓
EC2 pulls the latest code
        ↓
Production environment variables are prepared
        ↓
Deployment script runs
        ↓
Docker rebuilds and restarts the application
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;At a high level, the moving parts are:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;Spring Boot app
Docker
GitHub Actions
AWS EC2
Environment variables
Deployment script
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Each piece is simple enough on its own.&lt;/p&gt;

&lt;p&gt;The complexity comes from wiring them together correctly and repeating that setup for every new backend.&lt;/p&gt;




&lt;h2&gt;
  
  
  1. Separate Local and Production Configuration
&lt;/h2&gt;

&lt;p&gt;A production-ready Spring Boot project usually needs different configuration for local development and production.&lt;/p&gt;

&lt;p&gt;For example:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;src/main/resources/
├── application.yml
└── application-prod.yml
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Local configuration may use local Docker containers.&lt;/p&gt;

&lt;p&gt;Production configuration should rely on environment variables.&lt;/p&gt;

&lt;p&gt;Example production config pattern:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight yaml"&gt;&lt;code&gt;&lt;span class="na"&gt;spring&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
  &lt;span class="na"&gt;datasource&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
    &lt;span class="na"&gt;url&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;${SPRING_DATASOURCE_URL}&lt;/span&gt;
    &lt;span class="na"&gt;username&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;${SPRING_DATASOURCE_USERNAME}&lt;/span&gt;
    &lt;span class="na"&gt;password&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;${SPRING_DATASOURCE_PASSWORD}&lt;/span&gt;

&lt;span class="na"&gt;server&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
  &lt;span class="na"&gt;port&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;${SERVER_PORT:8080}&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;The important principle:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;Do not hardcode production secrets in source code.
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Use environment variables, GitHub Secrets, AWS Secrets Manager, or another secret management approach.&lt;/p&gt;




&lt;h2&gt;
  
  
  2. Add Docker Packaging
&lt;/h2&gt;

&lt;p&gt;Docker gives the application a consistent runtime environment.&lt;/p&gt;

&lt;p&gt;A Spring Boot deployment usually needs:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;Dockerfile
docker-compose.yml
docker-compose.prod.yml
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;The Dockerfile packages the Spring Boot application.&lt;/p&gt;

&lt;p&gt;The Compose files help define how the app runs locally or in production.&lt;/p&gt;

&lt;p&gt;A simplified Docker flow looks like:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;Build JAR
        ↓
Build Docker image
        ↓
Run container
        ↓
Expose app on port 8080
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;The exact Dockerfile can vary depending on:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Java version&lt;/li&gt;
&lt;li&gt;Gradle vs Maven&lt;/li&gt;
&lt;li&gt;multi-stage build preference&lt;/li&gt;
&lt;li&gt;whether you want smaller runtime images&lt;/li&gt;
&lt;li&gt;whether the app needs extra OS packages&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;The key is consistency.&lt;/p&gt;

&lt;p&gt;Once Docker is in place, the app runs the same way every time.&lt;/p&gt;




&lt;h2&gt;
  
  
  3. Prepare the EC2 Instance
&lt;/h2&gt;

&lt;p&gt;Before GitHub Actions can deploy anything, the EC2 &lt;br&gt;
instance needs to be ready to receive it.&lt;/p&gt;

&lt;p&gt;An EC2 deployment needs a server with the required runtime tools installed.&lt;/p&gt;

&lt;p&gt;At minimum, the EC2 instance usually needs:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Git&lt;/li&gt;
&lt;li&gt;Docker&lt;/li&gt;
&lt;li&gt;access to the repository&lt;/li&gt;
&lt;li&gt;an SSH user&lt;/li&gt;
&lt;li&gt;firewall/security group allowing app traffic&lt;/li&gt;
&lt;li&gt;environment configuration for production&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;The deployment process should avoid manually copying files whenever possible.&lt;/p&gt;

&lt;p&gt;Instead, the EC2 instance can pull the latest code from the repository and run a deployment script.&lt;/p&gt;

&lt;p&gt;That keeps the deployment repeatable.&lt;/p&gt;


&lt;h2&gt;
  
  
  4. Use GitHub Actions as the Deployment Trigger
&lt;/h2&gt;

&lt;p&gt;GitHub Actions becomes the automation layer.&lt;/p&gt;

&lt;p&gt;The workflow usually does this:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;Checkout repository
        ↓
Connect to EC2 over SSH
        ↓
Pull latest code on EC2
        ↓
Create or update production environment variables
        ↓
Run deployment script
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;A simplified workflow shape looks like this:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight yaml"&gt;&lt;code&gt;&lt;span class="na"&gt;name&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;Deploy Spring Boot&lt;/span&gt;

&lt;span class="na"&gt;on&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
  &lt;span class="na"&gt;push&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
    &lt;span class="na"&gt;branches&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
      &lt;span class="pi"&gt;-&lt;/span&gt; &lt;span class="s"&gt;main&lt;/span&gt;

&lt;span class="na"&gt;jobs&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
  &lt;span class="na"&gt;deploy&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
    &lt;span class="na"&gt;runs-on&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;ubuntu-latest&lt;/span&gt;

    &lt;span class="na"&gt;steps&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
      &lt;span class="pi"&gt;-&lt;/span&gt; &lt;span class="na"&gt;name&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;Checkout code&lt;/span&gt;
        &lt;span class="na"&gt;uses&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;actions/checkout@v4&lt;/span&gt;

      &lt;span class="pi"&gt;-&lt;/span&gt; &lt;span class="na"&gt;name&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;Deploy to EC2&lt;/span&gt;
        &lt;span class="na"&gt;uses&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;appleboy/ssh-action@v1&lt;/span&gt;
        &lt;span class="na"&gt;with&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt;
          &lt;span class="na"&gt;host&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;${{ secrets.EC2_HOST }}&lt;/span&gt;
          &lt;span class="na"&gt;username&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;${{ secrets.EC2_USER }}&lt;/span&gt;
          &lt;span class="na"&gt;key&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="s"&gt;${{ secrets.EC2_SSH_KEY }}&lt;/span&gt;
          &lt;span class="na"&gt;script&lt;/span&gt;&lt;span class="pi"&gt;:&lt;/span&gt; &lt;span class="pi"&gt;|&lt;/span&gt;
            &lt;span class="s"&gt;cd my-app&lt;/span&gt;
            &lt;span class="s"&gt;git pull origin main&lt;/span&gt;
            &lt;span class="s"&gt;./scripts/deploy-ec2.sh&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;This is intentionally simplified.&lt;/p&gt;

&lt;p&gt;A real workflow may also handle:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;private repositories&lt;/li&gt;
&lt;li&gt;GitHub personal access tokens&lt;/li&gt;
&lt;li&gt;production &lt;code&gt;.env&lt;/code&gt; creation&lt;/li&gt;
&lt;li&gt;Docker installation checks&lt;/li&gt;
&lt;li&gt;branch-specific deployments&lt;/li&gt;
&lt;li&gt;build validation&lt;/li&gt;
&lt;li&gt;rollback strategy&lt;/li&gt;
&lt;/ul&gt;




&lt;h2&gt;
  
  
  5. Use a Deployment Script on EC2
&lt;/h2&gt;

&lt;p&gt;Instead of putting all deployment logic directly inside GitHub Actions, it is cleaner to keep the actual app deployment logic in a script inside the project.&lt;/p&gt;

&lt;p&gt;Example:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;scripts/deploy-ec2.sh
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;A deployment script typically handles:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;stopping the existing container&lt;/li&gt;
&lt;li&gt;removing old containers/images when needed&lt;/li&gt;
&lt;li&gt;rebuilding the Docker image&lt;/li&gt;
&lt;li&gt;starting the updated container&lt;/li&gt;
&lt;li&gt;loading production environment variables&lt;/li&gt;
&lt;li&gt;keeping deployment commands consistent&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;A simplified script flow:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;Read environment config
        ↓
Stop existing container
        ↓
Build latest Docker image
        ↓
Start new container
        ↓
Verify app is running
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;This is useful because the script can be used in two ways:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;Automated:
GitHub Actions runs it during CI/CD

Manual:
SSH into EC2 and run it directly
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;That gives flexibility without duplicating deployment logic.&lt;/p&gt;




&lt;h2&gt;
  
  
  6. Manage Production Environment Variables
&lt;/h2&gt;

&lt;p&gt;Production deployments usually need a &lt;code&gt;.env.prod&lt;/code&gt; or equivalent environment configuration.&lt;/p&gt;

&lt;p&gt;Typical values include:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;APP_NAME
SERVER_PORT
SPRING_PROFILES_ACTIVE

SPRING_DATASOURCE_URL
SPRING_DATASOURCE_USERNAME
SPRING_DATASOURCE_PASSWORD

JWT_SECRET
OAUTH_CLIENT_ID
OAUTH_CLIENT_SECRET

CORS_ALLOWED_ORIGINS
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;There are two common approaches.&lt;/p&gt;

&lt;h3&gt;
  
  
  Option A — GitHub Actions creates the production env file
&lt;/h3&gt;

&lt;p&gt;GitHub Secrets store sensitive values.&lt;/p&gt;

&lt;p&gt;During deployment, GitHub Actions writes those secrets into &lt;code&gt;.env.prod&lt;/code&gt; on the EC2 instance.&lt;/p&gt;

&lt;p&gt;This keeps secrets out of source code.&lt;/p&gt;

&lt;h3&gt;
  
  
  Option B — Create &lt;code&gt;.env.prod&lt;/code&gt; manually once on EC2
&lt;/h3&gt;

&lt;p&gt;For a simpler setup, you can SSH into EC2 and create the production env file once.&lt;/p&gt;

&lt;p&gt;Then future deployments reuse it.&lt;/p&gt;

&lt;p&gt;This is useful for smaller projects or manual deployments.&lt;/p&gt;




&lt;h2&gt;
  
  
  7. What This Looks Like End-to-End
&lt;/h2&gt;

&lt;p&gt;The complete deployment system looks like this:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;Developer
   ↓
Pushes code to main
   ↓
GitHub Actions starts
   ↓
SSH connection to EC2
   ↓
EC2 pulls latest code
   ↓
Production env config is prepared
   ↓
scripts/deploy-ec2.sh runs
   ↓
Docker rebuilds app
   ↓
Old container is replaced
   ↓
Spring Boot app runs on EC2
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;This is a practical setup for:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;side projects&lt;/li&gt;
&lt;li&gt;MVPs&lt;/li&gt;
&lt;li&gt;internal tools&lt;/li&gt;
&lt;li&gt;freelance client backends&lt;/li&gt;
&lt;li&gt;small SaaS applications&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;It is not the only way to deploy Spring Boot.&lt;/p&gt;

&lt;p&gt;But it is a useful middle ground between:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;Manual SSH deployment
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;and:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;Full Kubernetes / enterprise platform setup
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;






&lt;h2&gt;
  
  
  Why This Becomes Repetitive
&lt;/h2&gt;

&lt;p&gt;The first time you set this up, it is a learning exercise.&lt;/p&gt;

&lt;p&gt;The third or fourth time, it becomes repetitive.&lt;/p&gt;

&lt;p&gt;Every new Spring Boot backend needs similar decisions:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;project structure&lt;/li&gt;
&lt;li&gt;Docker setup&lt;/li&gt;
&lt;li&gt;production config&lt;/li&gt;
&lt;li&gt;deployment workflow&lt;/li&gt;
&lt;li&gt;CI/CD files&lt;/li&gt;
&lt;li&gt;environment variables&lt;/li&gt;
&lt;li&gt;security defaults&lt;/li&gt;
&lt;li&gt;logging configuration&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;None of these pieces are impossible.&lt;/p&gt;

&lt;p&gt;But wiring them together correctly takes time.&lt;/p&gt;

&lt;p&gt;And if you are building multiple projects, client backends, SaaS ideas, or microservices, that setup cost repeats.&lt;/p&gt;




&lt;h2&gt;
  
  
  Automating Repetitive Backend Setup
&lt;/h2&gt;

&lt;p&gt;This is the kind of repetitive backend setup that SpringGen is designed to automate.&lt;/p&gt;

&lt;p&gt;SpringGen creates a ready-to-customize Spring Boot foundation with:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;layered backend structure&lt;/li&gt;
&lt;li&gt;database configuration&lt;/li&gt;
&lt;li&gt;authentication scaffolding&lt;/li&gt;
&lt;li&gt;Docker setup&lt;/li&gt;
&lt;li&gt;GitHub Actions workflows&lt;/li&gt;
&lt;li&gt;AWS EC2 deployment automation&lt;/li&gt;
&lt;li&gt;security hardening&lt;/li&gt;
&lt;li&gt;logging configuration&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;The goal is not to replace understanding Spring Boot or DevOps.&lt;/p&gt;

&lt;p&gt;The goal is to remove the repetitive setup after you already know what kind of backend foundation you want.&lt;/p&gt;

&lt;p&gt;Generated projects are standard Spring Boot code:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;No generator runtime dependency
No framework lock-in
No frontend opinions
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;You generate the project, then own and modify the code like any normal Spring Boot application.&lt;/p&gt;




&lt;h2&gt;
  
  
  Try SpringGen
&lt;/h2&gt;

&lt;p&gt;Generate a Starter Spring Boot project locally:&lt;/p&gt;

&lt;p&gt;Free CLI:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;npm &lt;span class="nb"&gt;install&lt;/span&gt; &lt;span class="nt"&gt;-g&lt;/span&gt; springgen
springgen init
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;GitHub (feedback and stars appreciated):&lt;/p&gt;

&lt;p&gt;&lt;a href="https://github.com/springgen-dev/springgen" rel="noopener noreferrer"&gt;https://github.com/springgen-dev/springgen&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;App:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://app.springgen.dev" rel="noopener noreferrer"&gt;https://app.springgen.dev&lt;/a&gt;&lt;/p&gt;




&lt;h2&gt;
  
  
  Final Thoughts
&lt;/h2&gt;

&lt;p&gt;A good deployment pipeline is not just about pushing code to a server.&lt;/p&gt;

&lt;p&gt;It is about making deployment predictable, repeatable, and easy to maintain.&lt;/p&gt;

&lt;p&gt;You can absolutely build every piece of this manually — and understanding how it works is important.&lt;/p&gt;

&lt;p&gt;But after you have configured the same Docker setup, CI/CD workflow, environment files, and deployment scripts across multiple projects, the setup itself becomes the repetitive part.&lt;/p&gt;

&lt;p&gt;That repetition is what SpringGen is designed to remove.&lt;/p&gt;

&lt;p&gt;Spend less time rebuilding the foundation, and more time building the application.&lt;/p&gt;

</description>
      <category>springboot</category>
      <category>java</category>
      <category>aws</category>
      <category>devops</category>
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