cloud-aws

Designing least-privilege IAM involves scoping permissions strictly to specific S3 buckets and CloudWatch logging actions required by the Lambda function. This approach enforces secure access controls while preventing broader unauthorized resource interactions.

A scalable multi-AZ VPC structure requires distributing subnets across multiple availability zones and applying secure networking patterns. This ensures high availability and reliable traffic routing for backend services and data pipelines.

Yes, this AWS architecture approach supports cost optimization by enforcing S3 lifecycle policies and auditing existing infrastructure. It provides structured recommendations to manage storage tiers and reduce unnecessary compute expenses across your environment.

Auditing AWS infrastructure for security involves reviewing configurations against least-privilege IAM, encryption at rest, and logging best practices. This validates your environment to ensure proactive monitoring readiness with CloudWatch.

Enforcing encryption at rest and logging in AWS storage is needed when handling sensitive data or operating under strict compliance requirements. This practice secures S3 buckets and ensures data access remains traceable across backend services.

Yes, you need jq installed as a dependency to execute the scripts provided by these AWS cloud architecture patterns. The scripts rely on jq to parse JSON responses from AWS APIs during security reviews and VPC design tasks.