Simple CI/CD Containers in AWS
I would keep the ECS container instances (I'm talking about the Docker hosts - I don't like AWS terminology here) and the deployment as two separate things.

Get your ECS stack up and running. You can manage it through CloudFormation and Auto-scaling groups, that's fine. Just think of your cluster as a platform where you will deploy to, not something you need to redeploy.

Then, for CD, the easiest method by far is to update the service definition to use a new task definition and let ECS rolling update the containers for you.

Every time it start a task, ECS will run docker pull image:tag even if it has the image locally to make sure it has the latest version of that image:tag. So the image tag you use really don't matter (there is no need to change the tag on every build).

That means that you can build myimage:latest over and over in order to deploy it easily.

What you need is a task definition where the image = myimage:latest. Create a service with that task definition and every time that ECS start a task (an instance of your service) it will be the most recent "myimage:latest" you have built.

From there, you are missing only one piece in the puzzle, from CodeDeploy, you can call something, perhaps a lambda function, to create a new revision of your task definition and update your service and ECS will automatically create new tasks for that revision and remove the old tasks.

An example:

Let's assume you have created a service called MyService. That you have configured that service to run 2 tasks for the task definition MyTaskDefinition:1 (revision 1). In that task definition, you have one container definition which image is set to "myimage:latest".


Yesterday you have build myimage:latest which had the ID (SHA) 365d8f7bf565.
Your container instance ABC is running a task named MyTaskDefinition-1-containerName-someLongId. when you inspect that container, it's running the image "sha256:365d8f7bf565.........."
Your other container instance DEF is running another task. It has a similar name (only the ID differ), but it's running the same image.
You push a change to your repo.
CodePipeline picks up that change, build and publish the image to ECR.
That new Docker image is also myimage:latest, but its ID (SHA) is f7ec5e54ac96
Now you need to add a step to your pipeline to use Lambda functions and the AWS NodeJS SDK to do some calls to your cluster:


Create a new task definition (which will be exactly the same as before). That will be MyTaskDefinition:2
Update your MyService to use MyTaskDefinition:2 (instead of 1)

ECS will create new tasks. The container names will MyTaskDefinition-2-containerName-someLongId. When you inspect those containers, you'll see that they will be running "sha256:f7ec5e54ac96.......". Perhaps you'll have 2 tasks on the container instance ABC, perhaps they will be sprayed out (that depends on your service's configuration)
After some time ECS will remove the old task MyTaskDefinition-1-containerName-someLongId from ABC and DEF.


Note: you don't actually need to create a new task definition. If you want you could instead retrieve the service's tasks list and manually stop them one by one. You should wait for ECS to restart a task before stoping a new one (that is: stop the first container, wait for ECS to replace it, stop the second container). When ECS restart the container, it will grab the most recent myimage:latest built, as explained before. I just think creating a new task definition is easier and less error prone (no logic required to wait and check, ECS will handle the rolling update for you if you have a new task definition).