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Use Amazon Bedrock Agents for code scanning, optimization, and remediation

Machine Learning Blog



This article explores how Amazon Bedrock Agents can be used for automated code scanning, vulnerability remediation, and security enhancement in software development repositories.

  • The solution enables scanning code repositories for vulnerabilities using generative AI
  • Users can specify repository URL, branch, exclusion folders, and file extensions
  • A Lambda function retrieves code, scans it using a large language model, and applies fixes
  • Remediated code is pushed to a new branch for user validation
  • Best practices include adding automation tests and configuring least-privilege IAM roles

The solution aims to streamline code security, reduce errors, and maintain compliance by leveraging Amazon Bedrock's generative AI capabilities for automated code improvement.



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