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AWS Lambda enables you to run code without provisioning or managing servers. Build serverless applications using event-driven triggers, pay only for compute time consumed, and scale automatically with workload.

Generates AWS architecture diagrams from CloudFormation templates, CLI output, or natural language descriptions. \n \n Parses CloudFormation (YAML/JSON), AWS CLI JSON output, and text descriptions to extract VPCs, subnets, EC2 instances, RDS databases, Lambda functions, S3 buckets, security groups, load balancers, and other AWS services \n Maps resource relationships including instances within subnets, security group attachments, IAM role bindings, and data flow between services \n Converts AWS

Production-ready serverless patterns for AWS Lambda, API Gateway, DynamoDB, and event-driven architectures. \n \n Lambda handler structure with proper error handling, context optimization, and SDK client initialization for cold start efficiency \n API Gateway integration using SAM templates, supporting both HTTP and REST APIs with CORS configuration and IAM policies \n Event-driven SQS patterns with batch processing, partial failure handling, dead-letter queues, and retry logic \n Anti-patterns

Proper Lambda function structure with error handling

Provide comprehensive techniques for penetration testing AWS cloud environments. Covers IAM enumeration, privilege escalation, SSRF to metadata endpoint, S3 bucket exploitation, Lambda code extraction, and persistence techniques for red team operations.

Amazon RDS simplifies relational database deployment and operations. Support multiple database engines with automated backups, replication, encryption, and high availability through Multi-AZ deployments.

aws-penetration-testing