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Developing on AWS first (SageMaker or other)

Consider developing against AWS as your\xa0local development environment, rather than only your cloud deployment environment. Solutions:

1. Stick to AWS Cloud IDEs (Lambda,\xa0SageMaker Studio,\xa0Cloud9

2. Connect to deployed infrastructure via\xa0Client VPN

   • Terraform example
   • YouTube tutorial
   • Creating the keys
3. LocalStack

Infrastructure as Code

• Terraform
• CDK
• Serverless