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If you aren't then https://deployer.org/ is pretty easy for beginners
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For ECS, this is a CloudFormation template that might help get you started.
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SonarLint
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I'd go with AWS CDK & https://bref.sh/ for infrastructure and Github Actions for CI/CD stuff. I don't have much experience with CodePipelines, Github Actions are just so powerfull & simple. CDK is the best thing that has ever happened to AWS. DynamoDB for cache & sessions and AWS Aurora MariaDB for relational db stuff.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a more popular project.