terraform VS docker

2. Terraform (hashicorp/terraform) – Infrastructure as Code

Terraform is used to manage infrastructure. You can define your servers, databases, and networks in code, and Terraform will create them for you. It’s like DevOps magic. Written in Go.

Terraform: https://developer.hashicorp.com/terraform

Terraform or OpenTofu for infra as code

For more information on Docker, you can refer to the official Docker documentation and explore relevant open-source projects on Docker's GitHub. Additionally, for Terraform-related resources, check out the official Terraform documentation and Terraform GitHub.

In this post, I will share WebRTC.ventures' best practices in automating the deployment of AI-powered voice assistants for Amazon Connect, moving beyond manual, click-by-click setups to a robust, scalable Infrastructure as Code (IaC) approach. We’ll explore how to manage both static and dynamic resources, leverage tools like Terraform and AWS Serverless Application Model (SAM), and even set up an automated deployment pipeline using Github Actions to deploy your conversational IVR solutions efficiently.

We manage infrastructure with Terraform and lean heavily on GitHub Actions for CI/CD. Very simple but it works! Oh and a lot of bash scripts of course.

You can download Terraform from terraform.io and install it on your machine.

Claude also created the IAC for deploying the app on Hetzner, using Terraform as the configuration tool. I only had to provide my Hetzner API key for VPS resource provisioning and my Cloudflare API key for domain name DNS entry management. 🌐

Terraform Installed: Download and install Terraform from the website: https://www.terraform.io/

The main goal of this guide is to establish a streamlined process for deploying web applications with minimal effort. Using Amazon EC2 with Docker and Traefik as a reverse proxy, we will create a flexible server environment that supports multiple web applications and services, including databases like PostgreSQL, on different ports. This setup will ensure smooth deployment workflows, easy vertical scaling, and adaptable management of routing for various services, allowing for efficient expansion and integration of additional components as needed.

The big advantages of Testcontainers in relation to Docker compose or other way of container orchestration is you can code the provisioning of container, and today already have support to Golang, Java, .NET, Node.js, Python, Rust, various other languages and of course, PHP too!

You have created a Spring Boot application. It is working great on your local machine and now, you need to deploy the application somewhere else. On some platforms, you can directly submit the jar file and it will be deployed. At some places, you can spin up a virtual machine, download the source code there, build it, and run it. But, most of the time you will need to deploy the application using containers. Most of the time, Docker is used to build and run the image in a container. Also, when you upload the jar file to some platforms, the application is run inside a container under the hood.

Docker Containers: Docker allows developers to build containers that include the application code, runtime, libraries, and dependencies. These containers can be easily shared and run on any environment that supports Docker, ensuring consistency across development, testing, and production environments.

Container Runtime: This is the engine that actually runs the containers. Popular options include Docker and containerd.

Go was created at Google, and it has substantial corporate support and adoption. Major companies like Google, Uber and Dropbox rely on Go for many of their backend services. Docker, a leading containerization technology was built mainly in Go.

Docker

Official Website

However, as with any platform, Docker has its own security risks. While many developers are quick to use it, they often overlook critical security aspects that can weaken their containers.

✅ Angular 18 ✅ Angular Material ✅ Unit Testing with Jest ✅ End-to-End Testing with Cypress ✅ Internationalization with Transloco ✅ Auto documentation with Compodoc ✅ Provide component examples with Storybook ✅ Analyse your project with source-map-explorer ✅ Docker ✅ ESLint ✅ Prettier ✅ Commit Linting ✅ AuditJS Audit this application using Sonatype OSS Index ✅ Auto-generate a CHANGELOG with auto-changelog