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chore: update docs/aws-tools-scripts.md [20260712-2103]

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## AWS CLI and AWS SDK
- [Amazon CLI Documentation](https://aws.amazon.com/cli)
- [AWS CLI Command Reference](https://docs.aws.amazon.com/cli/latest/index.html)
- [New usage examples have been added to the CLI for CodePipeline API Reference](https://docs.aws.amazon.com/cli/latest/reference/codepipeline/index.html)
- [AWS CLI Command Reference](https://docs.aws.amazon.com/cli/latest/reference/index.html)
- [New usage examples have been added to the CLI for CodePipeline API Reference](https://docs.aws.amazon.com/cli/latest/reference/codepipeline)
- [ec2-ssh-yplan: A pair of command line utilities for finding and SSH-ing into your Amazon EC2 instances by tag (such as ‘Name’)](https://pypi.org/project/ec2-ssh-yplan)
- List running instances using 'awscli':
@@ -84,7 +84,7 @@ aws ec2 describe-instances --query 'Reservations[].Instances[].[Placement.Availa
- [Announcing the end of support for Python 2.7 in the AWS SDK for Python and AWS CLI v1](https://aws.amazon.com/blogs/developer/announcing-end-of-support-for-python-2-7-in-aws-sdk-for-python-and-aws-cli-v1)
- [AWS SDK for Java](https://aws.amazon.com/sdk-for-java)
- [medium: AWS CLI with jq and Bash](https://medium.com/circuitpeople/aws-cli-with-jq-and-bash-9d54e2eabaf1) The CLI is utilitarian, but a little jq sauce makes it beautiful
- [aws.plainenglish.io: Lessons Learned From Switching to AWS SDK v3](https://aws.plainenglish.io/lessons-learned-from-switching-to-aws-sdk-v3-6babe1530a59) Dive into some lessons learned before you switch your Node.js lambda functions over to the latest and greatest
- [aws.plainenglish.io: Lessons Learned From Switching to AWS SDK v3](https://aws.plainenglish.io/lessons-learned-from-switching-to-aws-sdk-v3-6babe1530a59?gi=cad113c196fc) Dive into some lessons learned before you switch your Node.js lambda functions over to the latest and greatest
- [blog.awsfundamentals.com: Step-By-Step: Emptying S3 Buckets and Directories Using the AWS CLI with S3 RM](https://awsfundamentals.com/blog/aws-s3-rm-removing-files)
- [==dev.to/franciscogm: AWS CLI SSO made easy==](https://dev.to/franciscogm/aws-cli-sso-made-easy-3bh9)