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Create AWS Config rules efficiently with Generative AI

AWS Cloud Operations Blog



This article explains how to use Amazon CodeWhisperer, a machine learning-powered code generator, to efficiently create AWS Config custom rules for evaluating your AWS resources. It provides a step-by-step guide to install the AWS Config Rules Development Kit (RDK), create a custom rule using CodeWhisperer's code suggestions, and deploy the rule in your AWS environment.

Specifically, the article covers:

  • Overview of the solution and its components
  • Prerequisites for following the walkthrough
  • Installing the AWS Rules Development Kit (RDK)
  • Creating an AWS Config custom rule with the RDK
  • Using CodeWhisperer to generate the function logic for the custom rule
  • Deploying the custom AWS Config rule using the RDK
  • Cleaning up the deployed resources
  • (Optional) Remediating non-compliant resources using AWS Systems Manager Automation


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