Authors, validates, and troubleshoots AWS CloudFormation templates.
AWS CloudFormation patterns for DynamoDB tables, GSIs, LSIs, auto-scaling, and streams.
Provides AWS CloudFormation patterns for DynamoDB tables, GSIs, LSIs, auto-scaling, and streams.
Automated compliance checking against CIS, PCI-DSS, HIPAA, and SOC 2 benchmarks
Deep AWS cost optimization expertise covering EC2 Reserved Instances, Savings Plans, Spot Instances, Lambda cost optimization, S3…
AWS cost optimization and FinOps workflows.
Configures CI/CD pipelines using AWS CodePipeline, CodeBuild, CodeDeploy, CodeConnections, and CodeArtifact.
Deep AWS expertise covering IAM, VPC networking, EKS, ECS, Lambda serverless, EC2 and Auto Scaling, RDS and Aurora, DynamoDB, S3…
Manage AWS IAM users, roles, groups, and policies without MCP.
Use when working with AWS resources — ECS Fargate, ECR, EFS, Secrets Manager, gomplate templates, multi-env deployments — even when the…
Manage AWS infrastructure (CloudFormation, Cloud Control API, ECS, EKS, Serverless) without MCP.
Build resilient, long-running, multi-step applications with AWS Lambda durable functions with automatic state persistence, retry logic…
Provides AWS Lambda integration patterns for Java with cold start optimization.
Design, build, deploy, test, and debug serverless applications with AWS Lambda.
Provides AWS Lambda integration patterns for TypeScript with cold start optimization.
Use when measuring or improving agent quality and performance — set up evaluators, online monitoring, CI/CD quality gates, observability…
Provide comprehensive techniques for penetration testing AWS cloud environments.
Provides Amazon DynamoDB patterns using AWS SDK for Java 2.x.
Provides Amazon S3 patterns and examples using AWS SDK for Java 2.x.
Provides AWS Lambda patterns using AWS SDK for Java 2.x.
AWS SDK changes since training cutoff — S3 default checksums, S3 Vectors, Lambda Durable Functions, Bedrock AgentCore, CDK Mixins, SigV4a…