Leveraging AI to Automate Code Generation for Remediation of Infrastructure Vulnerabilities

Coupling CStream’s Compliance Intelligence capabilities with GenAI to generate custom infrastructure-as-code (IaC) to rapidly remediate security vulnerabilities.

DevOps engineers typically spend significant time crafting Terraform code for various AWS services while ensuring adherence to security best practices. Our objective is to leverage AI capabilities, particularly those provided by AWS Bedrock, to automate this process. This will reduce the time spent on code generation and enhance compliance with established standards.

CStream’s Compliance Intelligence framework rapidly identifies vulnerabilities in customer environments across the globe. Remediation of these vulnerabilities can take customers days or even weeks depending on complexity, leaving their workloads exposed. Cstrean strives to find a way to provide not just identification but rapid and actionable fixes in the form of Infrastructure as Code.

We propose building an API using serverless AWS services such as Lambda, API Gateway, S3, and DynamoDB to ensure both scalability and elasticity. AI models from AWS Bedrock will be employed to generate Terraform code and validate it against security standards, ensuring a robust and compliant infrastructure setup.