AWS architecture expertise including Well-Architected Framework, account strategy, VPC and networking design, compute and serverless…
Creates professional AWS architecture diagrams in draw.io XML format (.drawio files) using official AWS Architecture Icons (aws4 library).
End-to-end AWS architecture planning — discovery, design, security review, cost estimate, and SCP recommendations.
AWS cloud services expert for EC2, S3, Lambda, IAM, and AWS CLI
AWS Cognito user authentication and authorization service.
Automated compliance checking against CIS, PCI-DSS, HIPAA, and SOC 2 benchmarks
Analyze AWS costs, billing, and pricing without MCP.
Automated cleanup of unused AWS resources to reduce costs
Deep AWS cost optimization expertise covering EC2 Reserved Instances, Savings Plans, Spot Instances, Lambda cost optimization, S3…
Analyze AWS resources used in the app (IaC files and/or resources in a target account/region) and optimize costs - creating GitHub issues…
Query and manage AWS data services (DynamoDB, Aurora, Redshift, ElastiCache, Neptune, S3 Tables) without MCP.
Use when your agent or environment is broken — wrong answers, errors, timeouts, tool failures, or CLI issues.
AWS EC2 virtual machine management — instances, security groups, key pairs, AMIs, EBS volumes, Auto Scaling Groups, Spot Instances…
AWS ECS container orchestration for running Docker containers.
Deep AWS expertise covering IAM, VPC networking, EKS, ECS, Lambda serverless, EC2 and Auto Scaling, RDS and Aurora, DynamoDB, S3…
AWS Forward-Deployed Engineer (FDE) for AI/ML solutions.
Use when preparing your agent for production — IAM scoping, inbound auth (JWT, SigV4), secrets management, cold start optimization…
Create, migrate, run, debug and optimize genomics workflows in AWS HealthOmics.
AWS hosting and deployment patterns covering compute (EC2, ECS, Lambda), networking (ALB, CloudFront, Route 53, API Gateway), databases…
AWS Identity and Access Management for users, roles, policies, and permissions.
Provides verified corrections for IAM behaviors that AI agents frequently get wrong — policy evaluation edge cases, trust policy gotchas…